From 03f3120c2a7f6c6e89ad1e0f21ee4bdb698441d7 Mon Sep 17 00:00:00 2001 From: Jason X Date: Mon, 18 Sep 2023 01:03:41 -0400 Subject: [PATCH 1/3] impl efficient cu --- .vscode/settings.json | 3 + README.md | 15 ++--- build.sh | 26 +++++++++ stream_compaction/common.cu | 14 ++++- stream_compaction/cpu.cu | 39 +++++++++++-- stream_compaction/efficient.cu | 103 ++++++++++++++++++++++++++++++++- stream_compaction/efficient.h | 2 + stream_compaction/naive.cu | 43 +++++++++++++- 8 files changed, 226 insertions(+), 19 deletions(-) create mode 100644 .vscode/settings.json create mode 100644 build.sh diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..46d9a84 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "ros.distro": "humble" +} \ No newline at end of file diff --git a/README.md b/README.md index 0e38ddb..8e8e50a 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,15 @@ CUDA Stream Compaction ====================== -**University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 2** -* (TODO) YOUR NAME HERE - * (TODO) [LinkedIn](), [personal website](), [twitter](), etc. -* Tested on: (TODO) Windows 22, i7-2222 @ 2.22GHz 22GB, GTX 222 222MB (Moore 2222 Lab) +**Jason Xie** -### (TODO: Your README) +[🤓 LinkedIn](https://linkedin.com/in/jia-chun-xie) + +[😇 my website](https://jchunx.dev) + +[🥵 X (formerly 🐦)](https://x.com/codemonke_) + +Tested on: Ubuntu 22.04, i5-8400, RTX 3060Ti, personal machine -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) diff --git a/build.sh b/build.sh new file mode 100644 index 0000000..29b879b --- /dev/null +++ b/build.sh @@ -0,0 +1,26 @@ +#!/bin/bash + +# Create build directory if it doesn't exist +mkdir -p build + +# Change into the build directory +cd build + +# Default build type to Release +build_type="Release" + +# Check for argument "debug" to change build type +if [ "$1" == "debug" ]; then + echo "Building in debug mode" + build_type="Debug" +fi + +# Run cmake with the specified build type +cmake -DCMAKE_BUILD_TYPE=$build_type .. + +# Build the project with dbg if debug was specified +if [ "$1" == "debug" ]; then + make dbg=1 +else + make +fi \ No newline at end of file diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2ed6d63..e8a59d4 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -23,7 +23,11 @@ namespace StreamCompaction { * which map to 0 will be removed, and elements which map to 1 will be kept. */ __global__ void kernMapToBoolean(int n, int *bools, const int *idata) { - // TODO + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n) { + return; + } + bools[index] = idata[index] == 0 ? 0 : 1; } /** @@ -32,7 +36,13 @@ namespace StreamCompaction { */ __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices) { - // TODO + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n) { + return; + } + if (bools[index] == 1) { + odata[indices[index]] = idata[indices[index]]; + } } } diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..c616aab 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -19,7 +19,12 @@ namespace StreamCompaction { */ void scan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + for (int i = 0; i < n; i++) { + odata[i] = idata[i]; + if (i > 0) { + odata[i] += odata[i - 1]; + } + } timer().endCpuTimer(); } @@ -30,9 +35,15 @@ namespace StreamCompaction { */ int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + int numElements = 0; + for (int i = 0; i < n; i++) { + if (idata[i] != 0) { + odata[numElements] = idata[i]; + numElements++; + } + } timer().endCpuTimer(); - return -1; + return numElements; } /** @@ -42,9 +53,27 @@ namespace StreamCompaction { */ int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + int* bools[n]; + for (int i = 0; i < n; i++) { + bools[i] = 1 if (idata[i] != 0) else 0; + } + int* scanned[n]; + scan(n, scanned, bools); + // convert to exclusive scan + for (int i = n - 1; i > 0; i--) { + scanned[i] = scanned[i - 1]; + } + scanned[0] = 0; + int numElements = 0; + for (int i = 0; i < n; i++) { + if (bools[i] != 0) { + odata[scanned[i]] = idata[i]; + numElements++; + } + } + timer().endCpuTimer(); - return -1; + return numElements; } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..d9945e8 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,15 +12,79 @@ namespace StreamCompaction { return timer; } + __global__ void kernScanUpsweep(int n, int d, int* idata) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= n || k % (2 << (d + 1)) != 0) { + return; + } + int idx_right = k + (2 << (d + 1)) - 1; + int idx_left = k + (2 << d) - 1; + idata[idx_right] += idata[idx_left]; + } + + __global__ void kernScanDownsweep(int n, int d, int* idata) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= n || k % (2 << (d + 1)) != 0) { + return; + } + int idx_right = k + (2 << (d + 1)) - 1; + int idx_left = k + (2 << d) - 1; + + int tmp = idata[idx_left]; + idata[idx_left] = idata[idx_right]; + idata[idx_right] += tmp; + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); - // TODO + + int blockSize = 128; + int n_padded = 1 << ilog2ceil(n); + int num_blocks = (n_padded + blockSize - 1) / blockSize; + + int *dev_idata; + + cudaMalloc((void**)&dev_idata, n_padded * sizeof(int)); + checkCUDAError("cudaMalloc dev_idata failed!"); + + cudaMemcpy(dev_idata, idata, n * sizeof(int), cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_idata failed!"); + + // 1. upsweep + for (int d = 0; d <= ilog2ceil(n_padded) - 1; d++) { + kernScanUpsweep<<>>(n_padded, d, dev_idata); + } + // 2. downsweep + cudaMemset(dev_idata + n_padded - 1, 0, sizeof(int)); + + for (int d = ilog2ceil(n_padded) - 1; d >= 0; d--) { + kernScanDownsweep<<>>(n_padded, d, dev_idata); + } + + cudaMemcpy(odata, dev_idata, n * sizeof(int), cudaMemcpyDeviceToHost); + timer().endGpuTimer(); } + void _scan_dev(int n, int *dev_idata) { + int blockSize = 128; + int n_padded = 1 << ilog2ceil(n); + int num_blocks = (n_padded + blockSize - 1) / blockSize; + + for (int d = 0; d <= ilog2ceil(n_padded) - 1; d++) { + kernScanUpsweep<<>>(n_padded, d, dev_idata); + } + // 2. downsweep + cudaMemset(dev_idata + n_padded - 1, 0, sizeof(int)); + + for (int d = ilog2ceil(n_padded) - 1; d >= 0; d--) { + kernScanDownsweep<<>>(n_padded, d, dev_idata); + } + } + /** * Performs stream compaction on idata, storing the result into odata. * All zeroes are discarded. @@ -32,9 +96,42 @@ namespace StreamCompaction { */ int compact(int n, int *odata, const int *idata) { timer().startGpuTimer(); - // TODO + int blockSize = 128; + int n_padded = 1 << ilog2ceil(n); + int num_blocks = (n_padded + blockSize - 1) / blockSize; + + int *dev_bools; + int *dev_indices; + int *dev_scattered; + + cudaMalloc((void**)&dev_bools, n_padded * sizeof(int)); + checkCUDAError("cudaMalloc dev_bools failed!"); + + kernMapToBoolean<<>>(n_padded, dev_bools, dev_idata); + + cudaMalloc((void**)&dev_indices, n_padded * sizeof(int)); + checkCUDAError("cudaMalloc dev_indices failed!"); + cudaMemcpy(dev_indices, dev_bools, n_padded * sizeof(int), cudaMemcpyDeviceToDevice); + + _scan_dev(n_padded, dev_indices); + + cudaMalloc((void**)&dev_scattered, n_padded * sizeof(int)); + + kernScatter<<>>(n_padded, dev_scattered, dev_idata, dev_bools, dev_indices); + + // since dev_indices is exclusive scan (prefix sum), we can grab num valid elements from the last element + int num_valid; + int last_bool; + cudaMemcpy(&num_valid, dev_indices + n_padded - 1, sizeof(int), cudaMemcpyDeviceToHost); + cudaMemcpy(&last_bool, dev_bools + n_padded - 1, sizeof(int), cudaMemcpyDeviceToHost); + num_valid += last_bool; + cudaMemcpy(odata, dev_idata, num_valid * sizeof(int), cudaMemcpyDeviceToHost); + + cudaFree(dev_bools); + cudaFree(dev_indices); + cudaFree(dev_scattered); timer().endGpuTimer(); - return -1; + return num_valid; } } } diff --git a/stream_compaction/efficient.h b/stream_compaction/efficient.h index 803cb4f..29ae0fd 100644 --- a/stream_compaction/efficient.h +++ b/stream_compaction/efficient.h @@ -8,6 +8,8 @@ namespace StreamCompaction { void scan(int n, int *odata, const int *idata); + void _scan_dev(int n, int *dev_idata); + int compact(int n, int *odata, const int *idata); } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..4236923 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -11,14 +11,53 @@ namespace StreamCompaction { static PerformanceTimer timer; return timer; } - // TODO: __global__ + + __global__ void kernNaiveScan(int n, int d, int* odata, int* idata) { + int k = (blockIdx.x * blockDim.x) + threadIdx.x; + if (k >= 2*d-1) { + return; + } + odata[k] = idata[k-2*d-1] + idata[k]; + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); - // TODO + int block_size = 128; + int n_padded = 1 << ilog2ceil(n); + int num_blocks = (n_padded + block_size - 1) / block_size; + int* dev_bufferA; + int* dev_bufferB; + + cudaMalloc((void**)&dev_bufferA, n_padded * sizeof(int)); + checkCUDAError("cudaMalloc dev_bufferA failed!"); + cudaMalloc((void**)&dev_bufferB, n_padded * sizeof(int)); + checkCUDAError("cudaMalloc dev_bufferB failed!"); + + cudaMemset(dev_bufferA, 0, n_padded * sizeof(int)); + checkCUDAError("cudaMemset dev_bufferA failed!"); + cudaMemset(dev_bufferB, 0, n_padded * sizeof(int)); + checkCUDAError("cudaMemset dev_bufferB failed!"); + + cudaMemcpy(dev_bufferA, idata, n * sizeof(int), cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy idata to dev_bufferA failed!"); + + int d_max = ilog2ceil(n_padded); + for (int d=1; d<=d_max; d++) { + kernNaiveScan<<>>(n_padded, d, dev_bufferB, dev_bufferA); + std::swap(dev_bufferA, dev_bufferB); + } + if (d_max % 2 == 0) { + cudaMemcpy(odata, dev_bufferA, n * sizeof(int), cudaMemcpyDeviceToHost); + } else { + cudaMemcpy(odata, dev_bufferB, n * sizeof(int), cudaMemcpyDeviceToHost); + } + + cudaFree(dev_bufferA); + cudaFree(dev_bufferB); + timer().endGpuTimer(); } } From e432ea572a7707a3f88742071ea829bcd7b17c5e Mon Sep 17 00:00:00 2001 From: Jason X Date: Tue, 19 Sep 2023 01:58:25 -0400 Subject: [PATCH 2/3] pass tests --- .vscode/launch.json | 20 +++++++++++ src/main.cpp | 5 ++- stream_compaction/common.cu | 2 +- stream_compaction/cpu.cu | 19 +++++++--- stream_compaction/efficient.cu | 65 ++++++++++++++++++++-------------- stream_compaction/naive.cu | 13 +++++-- stream_compaction/thrust.cu | 9 +++++ 7 files changed, 98 insertions(+), 35 deletions(-) create mode 100644 .vscode/launch.json diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..12949a7 --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,20 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "CUDA C++: Launch", + "type": "cuda-gdb", + "request": "launch", + "program": "" + }, + { + "name": "CUDA C++: Attach", + "type": "cuda-gdb", + "request": "attach", + "processId": "${command:cuda.pickProcess}" + } + ] +} \ No newline at end of file diff --git a/src/main.cpp b/src/main.cpp index 896ac2b..8c20225 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -11,6 +11,7 @@ #include #include #include +#include #include "testing_helpers.hpp" const int SIZE = 1 << 8; // feel free to change the size of array @@ -21,7 +22,9 @@ int *c = new int[SIZE]; int main(int argc, char* argv[]) { // Scan tests - + std::cout << "sleeping..." << std::endl; + sleep(5); + std::cout << "awake!" << std::endl; printf("\n"); printf("****************\n"); printf("** SCAN TESTS **\n"); diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index e8a59d4..6599553 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -41,7 +41,7 @@ namespace StreamCompaction { return; } if (bools[index] == 1) { - odata[indices[index]] = idata[indices[index]]; + odata[indices[index]] = idata[index]; } } diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index c616aab..b0b2e2b 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -28,6 +28,15 @@ namespace StreamCompaction { timer().endCpuTimer(); } + void _scan_no_timer(int n, int *odata, const int *idata) { + for (int i = 0; i < n; i++) { + odata[i] = idata[i]; + if (i > 0) { + odata[i] += odata[i - 1]; + } + } + } + /** * CPU stream compaction without using the scan function. * @@ -53,12 +62,12 @@ namespace StreamCompaction { */ int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - int* bools[n]; + int* bools = new int[n]; for (int i = 0; i < n; i++) { - bools[i] = 1 if (idata[i] != 0) else 0; + bools[i] = (idata[i] != 0) ? 1 : 0; } - int* scanned[n]; - scan(n, scanned, bools); + int* scanned = new int[n]; + _scan_no_timer(n, scanned, bools); // convert to exclusive scan for (int i = n - 1; i > 0; i--) { scanned[i] = scanned[i - 1]; @@ -72,6 +81,8 @@ namespace StreamCompaction { } } + delete[] bools; + delete[] scanned; timer().endCpuTimer(); return numElements; } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index d9945e8..6eeac47 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -14,22 +14,22 @@ namespace StreamCompaction { __global__ void kernScanUpsweep(int n, int d, int* idata) { int k = threadIdx.x + (blockIdx.x * blockDim.x); - if (k >= n || k % (2 << (d + 1)) != 0) { + if (k >= n || k % (1 << (d + 1)) != 0) { return; } - int idx_right = k + (2 << (d + 1)) - 1; - int idx_left = k + (2 << d) - 1; + int idx_right = k + (1 << (d + 1)) - 1; + int idx_left = k + (1 << d) - 1; idata[idx_right] += idata[idx_left]; } __global__ void kernScanDownsweep(int n, int d, int* idata) { int k = threadIdx.x + (blockIdx.x * blockDim.x); - if (k >= n || k % (2 << (d + 1)) != 0) { + if (k >= n || k % (1 << (d + 1)) != 0) { return; } - int idx_right = k + (2 << (d + 1)) - 1; - int idx_left = k + (2 << d) - 1; - + int idx_right = k + (1 << (d + 1)) - 1; + int idx_left = k + (1 << d) - 1; + int tmp = idata[idx_left]; idata[idx_left] = idata[idx_right]; idata[idx_right] += tmp; @@ -41,9 +41,7 @@ namespace StreamCompaction { void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); - int blockSize = 128; int n_padded = 1 << ilog2ceil(n); - int num_blocks = (n_padded + blockSize - 1) / blockSize; int *dev_idata; @@ -52,36 +50,34 @@ namespace StreamCompaction { cudaMemcpy(dev_idata, idata, n * sizeof(int), cudaMemcpyHostToDevice); checkCUDAError("cudaMemcpy dev_idata failed!"); + cudaMemset(dev_idata + n, 0, (n_padded - n) * sizeof(int)); - // 1. upsweep - for (int d = 0; d <= ilog2ceil(n_padded) - 1; d++) { - kernScanUpsweep<<>>(n_padded, d, dev_idata); - } - // 2. downsweep - cudaMemset(dev_idata + n_padded - 1, 0, sizeof(int)); + _scan_dev(n_padded, dev_idata); - for (int d = ilog2ceil(n_padded) - 1; d >= 0; d--) { - kernScanDownsweep<<>>(n_padded, d, dev_idata); - } - - cudaMemcpy(odata, dev_idata, n * sizeof(int), cudaMemcpyDeviceToHost); + cudaMemcpy(odata, dev_idata+1, (n - 1) * sizeof(int), cudaMemcpyDeviceToHost); + odata[n - 1] = odata[n - 2] + idata[n - 1]; + checkCUDAError("cudaMemcpy odata failed!"); + cudaFree(dev_idata); + checkCUDAError("cudaFree failed!"); timer().endGpuTimer(); } - void _scan_dev(int n, int *dev_idata) { + void _scan_dev(int n_padded, int *dev_idata) { int blockSize = 128; - int n_padded = 1 << ilog2ceil(n); int num_blocks = (n_padded + blockSize - 1) / blockSize; for (int d = 0; d <= ilog2ceil(n_padded) - 1; d++) { kernScanUpsweep<<>>(n_padded, d, dev_idata); + checkCUDAError("kernScanUpsweep failed!"); } // 2. downsweep cudaMemset(dev_idata + n_padded - 1, 0, sizeof(int)); + checkCUDAError("cudaMemset dev_idata failed!"); for (int d = ilog2ceil(n_padded) - 1; d >= 0; d--) { kernScanDownsweep<<>>(n_padded, d, dev_idata); + checkCUDAError("kernScanDownsweep failed!"); } } @@ -100,36 +96,53 @@ namespace StreamCompaction { int n_padded = 1 << ilog2ceil(n); int num_blocks = (n_padded + blockSize - 1) / blockSize; - int *dev_bools; + int *dev_bools; + int *dev_idata; int *dev_indices; int *dev_scattered; cudaMalloc((void**)&dev_bools, n_padded * sizeof(int)); checkCUDAError("cudaMalloc dev_bools failed!"); + cudaMalloc((void**)&dev_idata, n_padded * sizeof(int)); + checkCUDAError("cudaMalloc dev_idata failed!"); + cudaMemcpy(dev_idata, idata, n * sizeof(int), cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_idata failed!"); + if (n < n_padded) { + cudaMemset(dev_idata + n, 0, (n_padded - n) * sizeof(int)); + checkCUDAError("cudaMemset dev_idata failed!"); + } - kernMapToBoolean<<>>(n_padded, dev_bools, dev_idata); + Common::kernMapToBoolean<<>>(n_padded, dev_bools, dev_idata); cudaMalloc((void**)&dev_indices, n_padded * sizeof(int)); checkCUDAError("cudaMalloc dev_indices failed!"); cudaMemcpy(dev_indices, dev_bools, n_padded * sizeof(int), cudaMemcpyDeviceToDevice); + checkCUDAError("cudaMemcpy dev_indices failed!"); _scan_dev(n_padded, dev_indices); + checkCUDAError("_scan_dev failed!"); cudaMalloc((void**)&dev_scattered, n_padded * sizeof(int)); + checkCUDAError("cudaMalloc dev_scattered failed!"); - kernScatter<<>>(n_padded, dev_scattered, dev_idata, dev_bools, dev_indices); + Common::kernScatter<<>>(n_padded, dev_scattered, dev_idata, dev_bools, dev_indices); + checkCUDAError("kernScatter failed!"); // since dev_indices is exclusive scan (prefix sum), we can grab num valid elements from the last element int num_valid; int last_bool; cudaMemcpy(&num_valid, dev_indices + n_padded - 1, sizeof(int), cudaMemcpyDeviceToHost); cudaMemcpy(&last_bool, dev_bools + n_padded - 1, sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy num_valid failed!"); num_valid += last_bool; - cudaMemcpy(odata, dev_idata, num_valid * sizeof(int), cudaMemcpyDeviceToHost); + cudaMemcpy(odata, dev_scattered, num_valid * sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy odata failed!"); cudaFree(dev_bools); + cudaFree(dev_idata); cudaFree(dev_indices); cudaFree(dev_scattered); + checkCUDAError("cudaFree failed!"); timer().endGpuTimer(); return num_valid; } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4236923..bf6a345 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -14,10 +14,12 @@ namespace StreamCompaction { __global__ void kernNaiveScan(int n, int d, int* odata, int* idata) { int k = (blockIdx.x * blockDim.x) + threadIdx.x; - if (k >= 2*d-1) { - return; + if (k >= 1 << (d-1)) { + odata[k] = idata[k-(1<<(d-1))] + idata[k]; + } + else { + odata[k] = idata[k]; } - odata[k] = idata[k-2*d-1] + idata[k]; } /** @@ -47,16 +49,21 @@ namespace StreamCompaction { int d_max = ilog2ceil(n_padded); for (int d=1; d<=d_max; d++) { kernNaiveScan<<>>(n_padded, d, dev_bufferB, dev_bufferA); + checkCUDAError("kernNaiveScan failed!"); std::swap(dev_bufferA, dev_bufferB); } if (d_max % 2 == 0) { cudaMemcpy(odata, dev_bufferA, n * sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy dev_bufferA to odata failed!"); } else { cudaMemcpy(odata, dev_bufferB, n * sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy dev_bufferB to odata failed!"); } cudaFree(dev_bufferA); + checkCUDAError("cudaFree dev_bufferA failed!"); cudaFree(dev_bufferB); + checkCUDAError("cudaFree dev_bufferB failed!"); timer().endGpuTimer(); } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..b3fd9fc 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -22,6 +22,15 @@ namespace StreamCompaction { // TODO use `thrust::exclusive_scan` // example: for device_vectors dv_in and dv_out: // thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + + thrust::device_vector dv_in(idata, idata + n); + thrust::device_vector dv_out(n); + + thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + + thrust::copy(dv_out.begin()+1, dv_out.end(), odata); + odata[n-1] = odata[n-2] + idata[n-1]; + timer().endGpuTimer(); } } From 06e66dd9cded2d8d069d907da0fce40916eb13ac Mon Sep 17 00:00:00 2001 From: Jason X Date: Tue, 19 Sep 2023 23:55:27 -0400 Subject: [PATCH 3/3] prepare submission --- .vscode/settings.json | 17 +++++- README.md | 86 +++++++++++++++++++++++++++++ assets/cuda-perf-compare-proj2.png | Bin 0 -> 196065 bytes assets/low-occupancy.png | Bin 0 -> 90421 bytes src/main.cpp | 8 +-- stream_compaction/efficient.cu | 20 ++++--- stream_compaction/naive.cu | 13 +++-- stream_compaction/thrust.cu | 11 +--- 8 files changed, 128 insertions(+), 27 deletions(-) create mode 100644 assets/cuda-perf-compare-proj2.png create mode 100644 assets/low-occupancy.png diff --git a/.vscode/settings.json b/.vscode/settings.json index 46d9a84..fdb8524 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,3 +1,18 @@ { - "ros.distro": "humble" + "ros.distro": "humble", + "files.associations": { + "*.sdf": "xml", + "*.world": "xml", + "array": "cpp", + "deque": "cpp", + "forward_list": "cpp", + "list": "cpp", + "string": "cpp", + "unordered_map": "cpp", + "unordered_set": "cpp", + "vector": "cpp", + "string_view": "cpp", + "initializer_list": "cpp", + "numeric": "cpp" + } } \ No newline at end of file diff --git a/README.md b/README.md index 8e8e50a..7bad2db 100644 --- a/README.md +++ b/README.md @@ -13,3 +13,89 @@ CUDA Stream Compaction Tested on: Ubuntu 22.04, i5-8400, RTX 3060Ti, personal machine +## About + +CUDA implementation of stream compaction & scan. + +## Performance Analysis + +### Block Size + +For all kernels, I found that 128 was the optimal block size. + +### Time vs. Array Size + +![comparison plot](assets/cuda-perf-compare-proj2.png) +| Array Size | CPU Scan | Naive Scan | Work-Efficient Scan | Thrust Scan | CPU Compact | Work-Efficient Compact | +| ---------- | -------- | ---------- | ------------------- | ----------- | ----------- | ---------------------- | +| 2^8 | 0.000333 | 0.0806 | 0.0963 | 0.0522 | 0.000834 | 0.125 | +| 2^12 | 0.00235 | 0.0840 | 0.109 | 0.0543 | 0.00924 | 0.108 | +| 2^16 | 0.0388 | 0.0820 | 0.120 | 0.0522 | 0.145 | 0.107 | +| 2^20 | 0.541 | 0.503 | 0.533 | 0.194 | 2.42 | 0.726 | +| 2^24 | 9.033 | 11.134 | 7.661 | 0.500 | 38.880 | 8.487 | + +## What is going on here? + +Unoptimized GPU scanning actually performs worse than CPU scanning. A bit of Nsight shows that the kernels have low warp occupancy (esp. up / down sweeps): +![low occupancy](assets/low-occupancy.png) + +The hypothesis here is that the kernels are being bottlenecked by global memory access and warp divergence. + +## Test Program Outputs + +``` +**************** +** SCAN TESTS ** +**************** + [ 38 28 32 41 11 4 49 31 48 8 42 48 22 ... 25 0 ] +==== cpu scan, power-of-two ==== + elapsed time: 4.48317ms (std::chrono Measured) + [ 38 66 98 139 150 154 203 234 282 290 332 380 402 ... 205516747 205516747 ] +==== cpu scan, non-power-of-two ==== + elapsed time: 4.44224ms (std::chrono Measured) + [ 38 66 98 139 150 154 203 234 282 290 332 380 402 ... 205516679 205516703 ] + passed +==== naive scan, power-of-two ==== + elapsed time: 4.82586ms (CUDA Measured) + a[4194304] = 102760269, b[4194304] = 102760231 + FAIL VALUE +==== naive scan, non-power-of-two ==== + elapsed time: 4.18042ms (CUDA Measured) + a[4194304] = 102760269, b[4194304] = 102760231 + FAIL VALUE +==== work-efficient scan, power-of-two ==== + elapsed time: 3.68918ms (CUDA Measured) + passed +==== work-efficient scan, non-power-of-two ==== + elapsed time: 3.61574ms (CUDA Measured) + passed +==== thrust scan, power-of-two ==== + elapsed time: 0.346912ms (CUDA Measured) + passed +==== thrust scan, non-power-of-two ==== + elapsed time: 0.310976ms (CUDA Measured) + passed + +***************************** +** STREAM COMPACTION TESTS ** +***************************** + [ 0 0 2 1 1 0 3 1 2 0 2 2 0 ... 3 0 ] +==== cpu compact without scan, power-of-two ==== + elapsed time: 19.3632ms (std::chrono Measured) + [ 2 1 1 3 1 2 2 2 2 2 2 1 3 ... 3 3 ] + passed +==== cpu compact without scan, non-power-of-two ==== + elapsed time: 19.8116ms (std::chrono Measured) + [ 2 1 1 3 1 2 2 2 2 2 2 1 3 ... 3 2 ] + passed +==== cpu compact with scan ==== + elapsed time: 71.7739ms (std::chrono Measured) + [ 2 1 1 3 1 2 2 2 2 2 2 1 3 ... 3 3 ] + passed +==== work-efficient compact, power-of-two ==== + elapsed time: 4.29862ms (CUDA Measured) + passed +==== work-efficient compact, non-power-of-two ==== + elapsed time: 4.53734ms (CUDA Measured) + passed +``` \ No newline at end of file diff --git a/assets/cuda-perf-compare-proj2.png b/assets/cuda-perf-compare-proj2.png new file mode 100644 index 0000000000000000000000000000000000000000..aa4319ac0a872e196cd9d84aa74018a24a385da2 GIT binary patch literal 196065 zcmeFZc{rBq`#$;>(Ilc0La7i*6iTL0RLD#+Bs7@kF-j5&B}tSaWXxD(9z!IQkU1pt zlrdBLd>YpJ{663BK8}6tKlWeyJ&v_j>y7t)p8L7(>pHLVJg?hFQ9*`kJ>z;3i9~fu zR$7@vqRc0e$e*sIz&qOmCaCbAqqZkBZB;BT**fT38?nOo76dSkSPzV!llzJGerloa)Xvwk2!2QckW!{BY{JQJnr42rl4ZH^&wg&+N>>WX3O5+LBK#u*ZC`C zR85orWfU zzP*3)_^1v0rMhrG4L#S!Pu<(KrKN9aW#k!D`fopYfuyaiec{rj*!Hd*oBoAO_Xg5; 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"sleeping..." << std::endl; - sleep(5); - std::cout << "awake!" << std::endl; + // std::cout << "sleeping..." << std::endl; + // sleep(5); + // std::cout << "awake!" << std::endl; printf("\n"); printf("****************\n"); printf("** SCAN TESTS **\n"); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 6eeac47..12a2d6e 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -39,7 +39,7 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); + int n_padded = 1 << ilog2ceil(n); @@ -51,23 +51,24 @@ namespace StreamCompaction { cudaMemcpy(dev_idata, idata, n * sizeof(int), cudaMemcpyHostToDevice); checkCUDAError("cudaMemcpy dev_idata failed!"); cudaMemset(dev_idata + n, 0, (n_padded - n) * sizeof(int)); - + timer().startGpuTimer(); _scan_dev(n_padded, dev_idata); + timer().endGpuTimer(); cudaMemcpy(odata, dev_idata+1, (n - 1) * sizeof(int), cudaMemcpyDeviceToHost); odata[n - 1] = odata[n - 2] + idata[n - 1]; checkCUDAError("cudaMemcpy odata failed!"); cudaFree(dev_idata); - checkCUDAError("cudaFree failed!"); - - timer().endGpuTimer(); + checkCUDAError("cudaFree failed!"); } void _scan_dev(int n_padded, int *dev_idata) { int blockSize = 128; int num_blocks = (n_padded + blockSize - 1) / blockSize; - for (int d = 0; d <= ilog2ceil(n_padded) - 1; d++) { + int ilog2ceil_n = ilog2ceil(n_padded)-1; + + for (int d = 0; d <= ilog2ceil_n; d++) { kernScanUpsweep<<>>(n_padded, d, dev_idata); checkCUDAError("kernScanUpsweep failed!"); } @@ -75,7 +76,7 @@ namespace StreamCompaction { cudaMemset(dev_idata + n_padded - 1, 0, sizeof(int)); checkCUDAError("cudaMemset dev_idata failed!"); - for (int d = ilog2ceil(n_padded) - 1; d >= 0; d--) { + for (int d = ilog2ceil_n; d >= 0; d--) { kernScanDownsweep<<>>(n_padded, d, dev_idata); checkCUDAError("kernScanDownsweep failed!"); } @@ -91,7 +92,6 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { - timer().startGpuTimer(); int blockSize = 128; int n_padded = 1 << ilog2ceil(n); int num_blocks = (n_padded + blockSize - 1) / blockSize; @@ -112,6 +112,7 @@ namespace StreamCompaction { checkCUDAError("cudaMemset dev_idata failed!"); } + timer().startGpuTimer(); Common::kernMapToBoolean<<>>(n_padded, dev_bools, dev_idata); cudaMalloc((void**)&dev_indices, n_padded * sizeof(int)); @@ -127,6 +128,7 @@ namespace StreamCompaction { Common::kernScatter<<>>(n_padded, dev_scattered, dev_idata, dev_bools, dev_indices); checkCUDAError("kernScatter failed!"); + timer().endGpuTimer(); // since dev_indices is exclusive scan (prefix sum), we can grab num valid elements from the last element int num_valid; @@ -143,7 +145,7 @@ namespace StreamCompaction { cudaFree(dev_indices); cudaFree(dev_scattered); checkCUDAError("cudaFree failed!"); - timer().endGpuTimer(); + return num_valid; } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index bf6a345..993e2b1 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -14,8 +14,9 @@ namespace StreamCompaction { __global__ void kernNaiveScan(int n, int d, int* odata, int* idata) { int k = (blockIdx.x * blockDim.x) + threadIdx.x; - if (k >= 1 << (d-1)) { - odata[k] = idata[k-(1<<(d-1))] + idata[k]; + int left = 1 << (d-1); + if (k >= left) { + odata[k] = idata[k-left] + idata[k]; } else { odata[k] = idata[k]; @@ -26,7 +27,7 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); + int block_size = 128; int n_padded = 1 << ilog2ceil(n); int num_blocks = (n_padded + block_size - 1) / block_size; @@ -45,13 +46,15 @@ namespace StreamCompaction { cudaMemcpy(dev_bufferA, idata, n * sizeof(int), cudaMemcpyHostToDevice); checkCUDAError("cudaMemcpy idata to dev_bufferA failed!"); - + + timer().startGpuTimer(); int d_max = ilog2ceil(n_padded); for (int d=1; d<=d_max; d++) { kernNaiveScan<<>>(n_padded, d, dev_bufferB, dev_bufferA); checkCUDAError("kernNaiveScan failed!"); std::swap(dev_bufferA, dev_bufferB); } + timer().endGpuTimer(); if (d_max % 2 == 0) { cudaMemcpy(odata, dev_bufferA, n * sizeof(int), cudaMemcpyDeviceToHost); checkCUDAError("cudaMemcpy dev_bufferA to odata failed!"); @@ -65,7 +68,7 @@ namespace StreamCompaction { cudaFree(dev_bufferB); checkCUDAError("cudaFree dev_bufferB failed!"); - timer().endGpuTimer(); + } } } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index b3fd9fc..a8f34fb 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -18,20 +18,15 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); - // TODO use `thrust::exclusive_scan` - // example: for device_vectors dv_in and dv_out: - // thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + thrust::device_vector dv_in(idata, idata + n); thrust::device_vector dv_out(n); - + timer().startGpuTimer(); thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); - + timer().endGpuTimer(); thrust::copy(dv_out.begin()+1, dv_out.end(), odata); odata[n-1] = odata[n-2] + idata[n-1]; - - timer().endGpuTimer(); } } }