From 53c68b370c70bee3a1a3ffb1eea710fb9cb1a6bd Mon Sep 17 00:00:00 2001 From: TongHuoAo Date: Tue, 19 Sep 2023 00:24:36 -0400 Subject: [PATCH 1/4] project2: finish part 1-3. --- stream_compaction/cpu.cu | 35 ++++++++++++++-- stream_compaction/efficient.cu | 77 +++++++++++++++++++++++++++++++++- stream_compaction/naive.cu | 45 +++++++++++++++++++- 3 files changed, 151 insertions(+), 6 deletions(-) diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..c218a59 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -1,5 +1,6 @@ #include #include "cpu.h" +#include #include "common.h" @@ -19,7 +20,11 @@ namespace StreamCompaction { */ void scan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + // TODO: traverse all elements and record the exclusive prefix sum to odata. + odata[0] = 0; + for (int i = 1; i < n; i++) { + odata[i] = odata[i-1] + idata[i-1]; + } timer().endCpuTimer(); } @@ -30,9 +35,16 @@ namespace StreamCompaction { */ int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + // TODO: traverse all elements and copy to odata without 0's. + int count = 0; + for (int i = 0; i < n; i++) { + if (idata[i] != 0) { + odata[count] = idata[i]; + count++; + } + } timer().endCpuTimer(); - return -1; + return count; } /** @@ -41,10 +53,25 @@ namespace StreamCompaction { * @returns the number of elements remaining after compaction. */ int compactWithScan(int n, int *odata, const int *idata) { + int* scanResult = new int[n]; timer().startCpuTimer(); // TODO + //std::cout << "start traverse and build temp arr" << std::endl; + int sum = 0; + for (int i = 0; i < n; i++) { + odata[i] = idata[i] == 0 ? 0 : 1; + scanResult[i] = sum; + sum += odata[i]; + } + for (int i = 0; i < n; i++) { + if (odata[i] == 1) { + odata[scanResult[i]] = idata[i]; + } + } timer().endCpuTimer(); - return -1; + int count = scanResult[n - 1]; + delete[] scanResult; + return count; } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..d3fcb06 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -3,6 +3,10 @@ #include "common.h" #include "efficient.h" +#include + +#define BLOCK_SIZE 128 + namespace StreamCompaction { namespace Efficient { using StreamCompaction::Common::PerformanceTimer; @@ -12,13 +16,84 @@ namespace StreamCompaction { return timer; } + __global__ void efficientScanUpSweep(int n, int nThread, int d, int *data) { + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx >= nThread) return; + int currIdx = ((idx + 1) << (d + 1)) - 1; + int prevIdx = currIdx - (1 << d); + //int currIdx = (idx + 1) * powf(2, d + 1) - 1; + //int prevIdx = currIdx - powf(2, d); + data[currIdx] += data[prevIdx]; + } + + __global__ void efficientScanDownSweep(int n, int nThread, int d, int *data) { + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx >= nThread) return; + int currIdx = ((n * (idx + 1)) >> d) - 1; + int prevIdx = currIdx - (n >> (d + 1)); + int temp = data[currIdx]; + data[currIdx] += data[prevIdx]; + data[prevIdx] = temp; + } + + __global__ void replaceWithZero(int n, int nThread, int* data) { + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx >= nThread) return; + data[n - 1] = 0; + } + + /*void printArr(int n, const int* data) { + std::cout << "-------- print data --------" << std::endl; + for (int i = 0; i < n; i++) { + std::cout << data[i] << " "; + } + std::cout << std::endl; + }*/ + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + //printArr(n, idata); + + int* dev_idata; + int newN = 1 << ilog2ceil(n); + cudaMalloc((void**)&dev_idata, sizeof(int) * newN); + //std::cout << "n before shift: " << nThread << std::endl; + checkCUDAError("Efficient scan: cudaMalloc failed (dev_idata)"); + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); timer().startGpuTimer(); - // TODO + //// TODO + //std::cout << "n after shift: " << nThread << std::endl; + dim3 numBlocks; + int nThread = newN; + // up sweep + for (int d = 0; d < ilog2ceil(n); d++) { + nThread = newN >> (d + 1); + //std::cout << "nthread: " << nThread << std::endl; + numBlocks = (nThread + BLOCK_SIZE - 1) / BLOCK_SIZE; + //std::cout << "nThread: " << nThread << " when d is " << d << std::endl; + efficientScanUpSweep <<>> (newN, nThread, d, dev_idata); + //cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + //printArr(n, odata); + } + // replace the last number of the array with 0. + replaceWithZero <<<1, 1>>> (newN, 1, dev_idata); + //std::cout << "========= after replace =========" << std::endl; + //cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + //printArr(n, odata); + // down sweep + //std::cout << "========= down sweep =========" << std::endl; + for (int d = 0; d < ilog2ceil(n); d++) { + nThread = 1 << d; + numBlocks = (nThread + BLOCK_SIZE - 1) / BLOCK_SIZE; + efficientScanDownSweep <<>> (newN, nThread, d, dev_idata); + //cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + //printArr(n, odata); + } timer().endGpuTimer(); + cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaFree(dev_idata); } /** diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..c3e9799 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -3,6 +3,8 @@ #include "common.h" #include "naive.h" +#define BLOCK_SIZE 128 + namespace StreamCompaction { namespace Naive { using StreamCompaction::Common::PerformanceTimer; @@ -12,14 +14,55 @@ namespace StreamCompaction { return timer; } // TODO: __global__ + __global__ void naiveParallelScanAtLevelD(int n, int sumIdx, const int *idata, int* odata) { + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx > n) return; + if (idx >= sumIdx) { + odata[idx] = idata[idx - sumIdx] + idata[idx]; + } + else { + odata[idx] = idata[idx]; + } + } + + __global__ void include2exclude(int n, const int* idata, int* odata) { + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx > n) return; + if (idx == 0) { + odata[idx] = 0; + } + else { + odata[idx] = idata[idx - 1]; + } + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + // declear + int *dev_idata, *dev_odata; + // allocate memory on GPU + cudaMalloc((void**)&dev_idata, sizeof(int) * n); + checkCUDAError("Naive scan: cudaMalloc failed (dev_idata)"); + cudaMalloc((void**)&dev_odata, sizeof(int) * n); + checkCUDAError("Naive scan: cudaMalloc failed (dev_odata)"); + // copy idata to GPU + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + dim3 numBlocks((n + BLOCK_SIZE - 1) / BLOCK_SIZE); timer().startGpuTimer(); - // TODO + // TODO: call scan + for (int d = 1; d <= ilog2ceil(n); d++) { + naiveParallelScanAtLevelD <<>> (n, 1 << (d - 1), dev_idata, dev_odata); + std::swap(dev_idata, dev_odata); + } + include2exclude <<>> (n, dev_idata, dev_odata); timer().endGpuTimer(); + // copy back odata to CPU + cudaMemcpy(odata, dev_odata, sizeof(int) * n, cudaMemcpyDeviceToHost); + // free memory + cudaFree(dev_idata); + cudaFree(dev_odata); } } } From d9b493eeb58af5ca9aaf66f3a2af48017bfac9fb Mon Sep 17 00:00:00 2001 From: TongHuoAo Date: Tue, 19 Sep 2023 13:54:10 -0400 Subject: [PATCH 2/4] project2: finish coding. --- stream_compaction/common.cu | 9 ++++ stream_compaction/cpu.cu | 9 ++-- stream_compaction/efficient.cu | 91 +++++++++++++++++++--------------- stream_compaction/naive.cu | 1 + stream_compaction/thrust.cu | 6 ++- 5 files changed, 70 insertions(+), 46 deletions(-) diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2ed6d63..16ab41c 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -1,4 +1,5 @@ #include "common.h" +#include "device_launch_parameters.h" void checkCUDAErrorFn(const char *msg, const char *file, int line) { cudaError_t err = cudaGetLastError(); @@ -24,6 +25,9 @@ namespace StreamCompaction { */ __global__ void kernMapToBoolean(int n, int *bools, const int *idata) { // TODO + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx >= n) return; + bools[idx] = idata[idx] == 0 ? 0 : 1; } /** @@ -33,6 +37,11 @@ namespace StreamCompaction { __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices) { // TODO + int idx = (blockIdx.x * blockDim.x) + threadIdx.x; + if (idx >= n) return; + if (bools[idx] == 1) { + odata[indices[idx]] = idata[idx]; + } } } diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index c218a59..b0dd979 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -54,22 +54,23 @@ namespace StreamCompaction { */ int compactWithScan(int n, int *odata, const int *idata) { int* scanResult = new int[n]; + int* bools = new int[n]; timer().startCpuTimer(); // TODO //std::cout << "start traverse and build temp arr" << std::endl; int sum = 0; for (int i = 0; i < n; i++) { - odata[i] = idata[i] == 0 ? 0 : 1; + bools[i] = idata[i] == 0 ? 0 : 1; scanResult[i] = sum; - sum += odata[i]; + sum += bools[i]; } for (int i = 0; i < n; i++) { - if (odata[i] == 1) { + if (bools[i] == 1) { odata[scanResult[i]] = idata[i]; } } timer().endCpuTimer(); - int count = scanResult[n - 1]; + int count = scanResult[n - 1] + bools[n - 1]; delete[] scanResult; return count; } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index d3fcb06..b15f2d3 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -2,7 +2,7 @@ #include #include "common.h" #include "efficient.h" - +#include "device_launch_parameters.h" #include #define BLOCK_SIZE 128 @@ -21,15 +21,13 @@ namespace StreamCompaction { if (idx >= nThread) return; int currIdx = ((idx + 1) << (d + 1)) - 1; int prevIdx = currIdx - (1 << d); - //int currIdx = (idx + 1) * powf(2, d + 1) - 1; - //int prevIdx = currIdx - powf(2, d); data[currIdx] += data[prevIdx]; } __global__ void efficientScanDownSweep(int n, int nThread, int d, int *data) { int idx = (blockIdx.x * blockDim.x) + threadIdx.x; if (idx >= nThread) return; - int currIdx = ((n * (idx + 1)) >> d) - 1; + int currIdx = (n >> d) * (idx + 1) - 1; int prevIdx = currIdx - (n >> (d + 1)); int temp = data[currIdx]; data[currIdx] += data[prevIdx]; @@ -42,55 +40,38 @@ namespace StreamCompaction { data[n - 1] = 0; } - /*void printArr(int n, const int* data) { - std::cout << "-------- print data --------" << std::endl; - for (int i = 0; i < n; i++) { - std::cout << data[i] << " "; - } - std::cout << std::endl; - }*/ - - /** - * Performs prefix-sum (aka scan) on idata, storing the result into odata. - */ - void scan(int n, int *odata, const int *idata) { - //printArr(n, idata); - - int* dev_idata; - int newN = 1 << ilog2ceil(n); - cudaMalloc((void**)&dev_idata, sizeof(int) * newN); - //std::cout << "n before shift: " << nThread << std::endl; - checkCUDAError("Efficient scan: cudaMalloc failed (dev_idata)"); - cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); - timer().startGpuTimer(); - //// TODO - //std::cout << "n after shift: " << nThread << std::endl; + void efficientScanUpDownSweep(int n, int newN, int* dev_idata) { dim3 numBlocks; int nThread = newN; // up sweep for (int d = 0; d < ilog2ceil(n); d++) { nThread = newN >> (d + 1); - //std::cout << "nthread: " << nThread << std::endl; numBlocks = (nThread + BLOCK_SIZE - 1) / BLOCK_SIZE; - //std::cout << "nThread: " << nThread << " when d is " << d << std::endl; - efficientScanUpSweep <<>> (newN, nThread, d, dev_idata); - //cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); - //printArr(n, odata); + efficientScanUpSweep << > > (newN, nThread, d, dev_idata); } // replace the last number of the array with 0. - replaceWithZero <<<1, 1>>> (newN, 1, dev_idata); - //std::cout << "========= after replace =========" << std::endl; - //cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); - //printArr(n, odata); + replaceWithZero << <1, 1 >> > (newN, 1, dev_idata); // down sweep - //std::cout << "========= down sweep =========" << std::endl; for (int d = 0; d < ilog2ceil(n); d++) { nThread = 1 << d; numBlocks = (nThread + BLOCK_SIZE - 1) / BLOCK_SIZE; - efficientScanDownSweep <<>> (newN, nThread, d, dev_idata); - //cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); - //printArr(n, odata); + efficientScanDownSweep << > > (newN, nThread, d, dev_idata); } + } + + /** + * Performs prefix-sum (aka scan) on idata, storing the result into odata. + */ + void scan(int n, int *odata, const int *idata) { + int* dev_idata; + int newN = 1 << ilog2ceil(n); + cudaMalloc((void**)&dev_idata, sizeof(int) * newN); + checkCUDAError("Efficient scan: cudaMalloc failed (dev_idata)"); + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + timer().startGpuTimer(); + //// TODO + efficientScanUpDownSweep(n, newN, dev_idata); + timer().endGpuTimer(); cudaMemcpy(odata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); cudaFree(dev_idata); @@ -106,10 +87,38 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { + int newN = 1 << ilog2ceil(n); + int* dev_idata; + cudaMalloc((void**)&dev_idata, sizeof(int) * newN); + checkCUDAError("Efficient scan: cudaMalloc failed (dev_idata)"); + int* dev_bools; + cudaMalloc((void**)&dev_bools, sizeof(int) * newN); + checkCUDAError("Efficient scan: cudaMalloc failed (dev_bools)"); + int* dev_indices; + cudaMalloc((void**)&dev_indices, sizeof(int) * newN); + checkCUDAError("Efficient scan: cudaMalloc failed (dev_indices)"); + + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + dim3 numBlocks = (n + BLOCK_SIZE - 1) / BLOCK_SIZE; timer().startGpuTimer(); // TODO + Common::kernMapToBoolean <<>> (n, dev_bools, dev_idata); + cudaMemcpy(dev_indices, dev_bools, sizeof(int) * n, cudaMemcpyDeviceToDevice); + + efficientScanUpDownSweep(n, newN, dev_indices); + + Common::kernScatter <<>> (n, dev_bools, dev_idata, dev_bools, dev_indices); + timer().endGpuTimer(); - return -1; + int lastIdx; + cudaMemcpy(&lastIdx, dev_indices + n - 1, sizeof(int), cudaMemcpyDeviceToHost); + int lastBool; + cudaMemcpy(&lastBool, dev_bools + n - 1, sizeof(int), cudaMemcpyDeviceToHost); + cudaMemcpy(odata, dev_bools, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaFree(dev_idata); + cudaFree(dev_bools); + cudaFree(dev_indices); + return lastIdx + lastBool; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index c3e9799..ab8816b 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -2,6 +2,7 @@ #include #include "common.h" #include "naive.h" +#include "device_launch_parameters.h" #define BLOCK_SIZE 128 diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..63c3e12 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -17,12 +17,16 @@ namespace StreamCompaction { /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ - void scan(int n, int *odata, const int *idata) { + void scan(int n, int *odata, const int *idata) { + thrust::device_vector dev_idata(idata, idata + n); + thrust::device_vector dev_odata(n); 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::exclusive_scan(dev_idata.begin(), dev_idata.end(), dev_odata.begin()); timer().endGpuTimer(); + thrust::copy(dev_odata.begin(), dev_odata.end(), odata); } } } From 33f27e251bb1910386ee94116596500416767d60 Mon Sep 17 00:00:00 2001 From: TongHuoAo Date: Tue, 19 Sep 2023 23:25:32 -0400 Subject: [PATCH 3/4] project2: update readme. --- README.md | 108 ++++++++++++++++++++++++++++++--- img/time_vs_arraySize.png | Bin 0 -> 114223 bytes img/time_vs_blockSize.png | Bin 0 -> 77142 bytes src/main.cpp | 2 +- stream_compaction/common.h | 1 + stream_compaction/efficient.cu | 8 +-- stream_compaction/naive.cu | 2 +- 7 files changed, 108 insertions(+), 13 deletions(-) create mode 100644 img/time_vs_arraySize.png create mode 100644 img/time_vs_blockSize.png diff --git a/README.md b/README.md index 0e38ddb..a46631f 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,108 @@ CUDA Stream Compaction ====================== -**University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 2** +**University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 2 - Stream Compaction** -* (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) +* Tong Hu + * [LinkedIn](https://www.linkedin.com/in/tong-hu-5819a122a/) +* Tested on: Tested on: Windows 11, Ryzen 7 1700X @ 3.4GHz 16GB, GTX 1080 16GB (Personal Computer) -### (TODO: Your README) +### Features +- CPU Scan & Stream Compaction +- Naive GPU Scan algorithm +- Work-Efficient GPU Scan (extra credit version) & Stream Compaction +- Using Thrust's Implementation -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) +### Introduction +In this project, I implemented the scan function commonly used in stream compaction of int array. I implemented 3 different version (CPU version, naive parallel version, and efficient work version) of the Scan(exlusive Prefix Sum) algorithm, and use thrust's implemntation of exclusive scan, then compared the performance of each version of Scan. +### Roughly optimize the block sizes +Figure1. Time(ms) of scan function vs. block size (array size = $2^{27}$) +![Time(ms) vs. Block Size](/img/time_vs_blockSize.png) + +Table 1. Time(ms) of scan function in different block size (array size = $2^{27}$) +| Block size | 1 | 8 | 16 | 32 | 64 | 128 | 256 | 512 | +| --------------- | ------- | ------- | ------- | ------- | ------- | ------- | ------- | ------- | +| naïve pow2 | 4378.43 | 588.428 | 313.288 | 164.764 | 146.405 | 144.845 | 144.111 | 144.72 | +| naïve npow2 | 4373.24 | 571.921 | 291.82 | 164.399 | 146.764 | 144.936 | 144.916 | 144.649 | +| efficient pow2 | 328.222 | 64.9941 | 57.1655 | 58.7879 | 62.4402 | 62.0726 | 62.0135 | 60.9551 | +| efficient npow2 | 332.084 | 65.0913 | 56.9548 | 58.7963 | 62.0282 | 62.4519 | 61.8724 | 61.3648 | + +From Figure 1 we can see that as the block size increases, the time of Scan function decreases rapidly, and after some point, the time does not change much although the number of block increased. From Table 1 we can see the naive parallel scan performs best when the block size equals to 256, while the work efficient parallel scan performs best when the block size is 16. Therefore I select 256 and 16 as block sizes for naive scan and work-efficient scan in the following performance analysis. + +### Performance analysis +Figure 2. Time(ms) of scan function in diffrent array size. +![Time(ms) vs. array size](/img/time_vs_arraySize.png) + +Table 2. Time(ms) of scan function in diffrent array size. +| log of array size | 4 | 8 | 16 | 20 | 22 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | +| ----------------- | -------- | -------- | -------- | -------- | ------- | ------- | ------- | ------- | ------- | ------- | ------- | ------- | +| cpu | 0.0002 | 0.0008 | 0.153 | 2.4054 | 9.0351 | 37.6997 | 78.1179 | 153.777 | 304.135 | 592.904 | 1266.01 | 2379.02 | +| naïve | 0.02048 | 0.19456 | 0.318272 | 0.918432 | 3.64445 | 16.1397 | 33.5231 | 68.8091 | 144.143 | 302.976 | 639.805 | 4626.05 | +| efficient | 0.306176 | 0.326656 | 0.566368 | 1.32307 | 2.16864 | 7.9192 | 15.282 | 29.2795 | 57.1435 | 113.729 | 234.424 | 429.09 | +| thrust | 0.233504 | 0.131072 | 0.111616 | 0.929792 | 0.75264 | 1.57184 | 2.51597 | 3.45184 | 5.73133 | 10.7909 | 20.3489 | 112.254 | + + +From Figure 2 we can tell that when the array size increased, the time cost of Scan will increase. + +When the array size is small (smaller than $2^{16}$), CPU Scan performs better than GPU Scans and thrust's Scan. This is probably because the overhead of invoking GPU kernels overwhelms the benefit of parallel scans. When the array size is relative large, the time cost less for GPU Scans. + +Comparing the naive parallel scan and work-efficient parallel scan, we can see from the figure that the work-efficient parallel scan performs better when the array size is large (greater than $2^{20}$). It takes naive parallel scan $O(n\log n)$ floating point adds operations while takes work-efficient scan $O(n)$ adds. Although both algorithm seems to run in parallel in the ideal case, in reality the number of threads run in parallel is bounded by hardware, and therefore, work-efficient scan performs better since the number of threads it need to lauch is smaller. + + + +### The output of the test program when the array size is $2^{25}$. +``` +**************** +** SCAN TESTS ** +**************** + [ 26 0 20 47 36 3 37 33 24 20 25 43 43 ... 6 0 ] +==== cpu scan, power-of-two ==== + elapsed time: 79.4345ms (std::chrono Measured) + [ 0 26 26 46 93 129 132 169 202 226 246 271 314 ... 821748880 821748886 ] +==== cpu scan, non-power-of-two ==== + elapsed time: 78.2092ms (std::chrono Measured) + [ 0 26 26 46 93 129 132 169 202 226 246 271 314 ... 821748831 821748870 ] + passed +==== naive scan, power-of-two ==== + elapsed time: 34.0556ms (CUDA Measured) + passed +==== naive scan, non-power-of-two ==== + elapsed time: 33.1287ms (CUDA Measured) + passed +==== work-efficient scan, power-of-two ==== + elapsed time: 14.6806ms (CUDA Measured) + passed +==== work-efficient scan, non-power-of-two ==== + elapsed time: 14.6292ms (CUDA Measured) + passed +==== thrust scan, power-of-two ==== + elapsed time: 2.33472ms (CUDA Measured) + passed +==== thrust scan, non-power-of-two ==== + elapsed time: 2.2352ms (CUDA Measured) + passed + +***************************** +** STREAM COMPACTION TESTS ** +***************************** + [ 1 0 0 1 1 0 0 2 2 1 3 1 0 ... 3 0 ] +==== cpu compact without scan, power-of-two ==== + elapsed time: 82.3193ms (std::chrono Measured) + [ 1 1 1 2 2 1 3 1 1 1 2 1 2 ... 2 3 ] + passed +==== cpu compact without scan, non-power-of-two ==== + elapsed time: 82.2665ms (std::chrono Measured) + [ 1 1 1 2 2 1 3 1 1 1 2 1 2 ... 3 2 ] + passed +==== cpu compact with scan ==== + elapsed time: 329.982ms (std::chrono Measured) + [ 1 1 1 2 2 1 3 1 1 1 2 1 2 ... 2 3 ] + passed +==== work-efficient compact, power-of-two ==== + elapsed time: 21.669ms (CUDA Measured) + passed +==== 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z7FH1vD_N=^(8=sfGsU(@13e+);Hd3)se1mf_UfX8>8@9YN@3_`wNm0DHK(C$twB?V zcI`CBRqkeDqh2cQtg&-c;aVwi&26!9_KEnAn^JUztx{k`{xnOcd5I^jCR?ApFcv{^&D=4USYJ zxhmeb?*8V+Yn(k5+Z9PWZhR7rWbS`@(p2o1X>~p%=eEi%cQ`!B=^OLq)@{LDxqi zo7xY^{=dPC4!Qx-e`md4*uKBR9l#_NrvJ);vXtQbU*SOij1Dr2bd}@?xKZmq472|j tFtm|Fso+t|`ut$*e|G0JJ~xW5Rqq&b!`Np&O4!^BXRXeZpZ0k0e*l{Cu}lB} literal 0 HcmV?d00001 diff --git a/src/main.cpp b/src/main.cpp index 896ac2b..d4a3150 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,7 +13,7 @@ #include #include "testing_helpers.hpp" -const int SIZE = 1 << 8; // feel free to change the size of array +const int SIZE = 1 << 25; // feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two int *a = new int[SIZE]; int *b = new int[SIZE]; diff --git a/stream_compaction/common.h b/stream_compaction/common.h index d2c1fed..a83f2d1 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -12,6 +12,7 @@ #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) +//#define BLOCK_SIZE 128 /** * Check for CUDA errors; print and exit if there was a problem. diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index b15f2d3..4a69475 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -5,7 +5,7 @@ #include "device_launch_parameters.h" #include -#define BLOCK_SIZE 128 +#define BLOCK_SIZE 16 namespace StreamCompaction { namespace Efficient { @@ -47,15 +47,15 @@ namespace StreamCompaction { for (int d = 0; d < ilog2ceil(n); d++) { nThread = newN >> (d + 1); numBlocks = (nThread + BLOCK_SIZE - 1) / BLOCK_SIZE; - efficientScanUpSweep << > > (newN, nThread, d, dev_idata); + efficientScanUpSweep <<>> (newN, nThread, d, dev_idata); } // replace the last number of the array with 0. - replaceWithZero << <1, 1 >> > (newN, 1, dev_idata); + replaceWithZero <<<1, 1 >>> (newN, 1, dev_idata); // down sweep for (int d = 0; d < ilog2ceil(n); d++) { nThread = 1 << d; numBlocks = (nThread + BLOCK_SIZE - 1) / BLOCK_SIZE; - efficientScanDownSweep << > > (newN, nThread, d, dev_idata); + efficientScanDownSweep <<>> (newN, nThread, d, dev_idata); } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index ab8816b..2f48e2f 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -4,7 +4,7 @@ #include "naive.h" #include "device_launch_parameters.h" -#define BLOCK_SIZE 128 +#define BLOCK_SIZE 256 namespace StreamCompaction { namespace Naive { From 6f66a7c67b47a6665e05c89ff11d32b09c204aed Mon Sep 17 00:00:00 2001 From: TongHuoAo Date: Tue, 19 Sep 2023 23:57:17 -0400 Subject: [PATCH 4/4] project2: add nsight system analysis --- README.md | 12 +++++++++++- img/overall.png | Bin 0 -> 57728 bytes img/overall_2.png | Bin 0 -> 80317 bytes img/thrust.png | Bin 0 -> 54957 bytes 4 files changed, 11 insertions(+), 1 deletion(-) create mode 100644 img/overall.png create mode 100644 img/overall_2.png create mode 100644 img/thrust.png diff --git a/README.md b/README.md index a46631f..61e8a79 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,8 @@ CUDA Stream Compaction * Tong Hu * [LinkedIn](https://www.linkedin.com/in/tong-hu-5819a122a/) -* Tested on: Tested on: Windows 11, Ryzen 7 1700X @ 3.4GHz 16GB, GTX 1080 16GB (Personal Computer) +* Time tested on: Windows 11, Ryzen 7 1700X @ 3.4GHz 16GB, GTX 1080 16GB (Personal Computer) +* Nsight system analysis tested on: Windows 11, i5-11600K @ 3.91GHz 32GB, RTX 2060 6GB (Personal Desktop) (since GTX 1080 does not support GPU metric collection) ### Features - CPU Scan & Stream Compaction @@ -49,7 +50,16 @@ When the array size is small (smaller than $2^{16}$), CPU Scan performs better t Comparing the naive parallel scan and work-efficient parallel scan, we can see from the figure that the work-efficient parallel scan performs better when the array size is large (greater than $2^{20}$). It takes naive parallel scan $O(n\log n)$ floating point adds operations while takes work-efficient scan $O(n)$ adds. Although both algorithm seems to run in parallel in the ideal case, in reality the number of threads run in parallel is bounded by hardware, and therefore, work-efficient scan performs better since the number of threads it need to lauch is smaller. +Figure 3. Nsight system trace +![Nsight system trace](/img/overall_2.png) +From Figure 3, we can see that compared with self-implemented Scan, the thrust's scan has very low DRAM bandwidth usage, and the unallocated warps in active SMs are also very low. Following are factors that might affect the performance: + +1. Thrust's Scan might use shared memory, and memory coalescing when accessing global memory. This improves the memory throughput. +2. Thrust's Scan might optimize the block size and launch parameters based on workload and GPU type while our self-implemented scans hard code the block size only roughly optimized by eye. + +### Bottleneck +Also, from Figure 3, we can know that the bottleneck of performance of Scan functions should be the memory bandwidth. The bandwidth of DRAM of both naive and work-efficient Scan are almost full. ### The output of the test program when the array size is $2^{25}$. ``` diff --git a/img/overall.png b/img/overall.png new file mode 100644 index 0000000000000000000000000000000000000000..20374a401a3d7a215a070f0e4595e0b2fd9f0e7e GIT binary patch literal 57728 zcmdSBcT`j9+b)bc>ZqfP1yPEq2q-Ngy~e>&q=||UI!cuqI-!KUDe;NP9$5)=XZ}ZMh zpuETDs--_4-%*LJzis+A&wS$ItyG73a0NY@=R4DJr;ViY^LJtHv4v1o^Djlfs;c=F40K!ii`=ZZL?3urt$}D17DU(dGuPPUmjQR$UE0_om}(8 zg&OM8ZlZ7Flb=+VjlTELaeH>dmt*HTc5}!3_9r8A>S4L?JpY7*Jpa7cujR;$ z&W*XnW~>g|EDWm8U0~7Ff~huBYjjdMlz_es*F?h&{bCO7SKr&c z?PrnCV<~1);8*D+BmlDiS7|!QAmLZxqWm89?Y~O(XQqGuRhUkCBL1uJ#8CJDqL%`* zG=q^on``uuTByBB5i=)bHXXLyDMcD5aD&2mYy!4myKwJtnKkJ$DD=ieIHT8hsT${E z`fCDHU58}Ub(o(`=^f&Ut+*C$;5NOHFG(I+^~1>?I`yl+9yE6_lTnux5J`SJm?~#Y zltL^^k!C=M5G`5=wi~}wC1WlpOdh>4glf0vG3_z=hG`Di9BpZhUvu7FQ=B4_EML4Y zQdh_)d`8Cp+?U^lZT#Y;aG`#^Qn&~|{$Fcgfi&B%9>E?bT(eK!oA7S-270!e_3PVv zGZsTnNURnfXGNKe)F@gga2uPw+o_y;maya3L#eMx6ZQU)BupX(4QE&AmnF-p(q~m$ z)Zsf-5_gM*pNHGVhwc0R_{DtJoDj*J@a4{`+WP#Ma?i;IWxJJEf^EI31QDEFn3swG zUq^{q*|dc@Y9O<~O}O#LtWt-_+JS{ zvHzOHiwV{FNsgAy?$C?^uhK2S2d+=@`hr89EvAy&Fo=~zZhz7?%-gH1^l<7l=+pUFxb8DQAb>!AO6rsQ?U$~96dw;L)-9|7lB&Ck$P4d%~xg5`lfI;Kf zzDl8j!a@?8z>Cnx3V_(s2y%iRovw#EFC;l{%fvFcTqto240E)hPofItj$bR-wm#rX zov8mnCt(~3X!vN}uzqSLY%ml53@u4G!zXO5r>D2Ep@&$}BU9WbtiLyXTifu%J$>g^ z^No2uu+Z)UA|35kul+QWouw#mq|ysTe8RC|_`@_fEo^XVDD}6)JSvSVFB-wfBxIpg zDDQWR8QHfir=VKnRq@XcTvAM;Vw0cH5=1p!c+FW%QU={VR;Fd8)3bDX)Y@Kbj;-?~ zep|?kM)x1ncsH4_QAThNd8csWxRPgNo(8Frz@Y}H?NOCK;$w6R&CBHuA`HO$GTZ#I z+JYuJ>rPtq*2AMmhGWl6SR7E(VJAjt0K{Gc!U0+56y;_ax zEl3I$1*?hSv_9nq8Qa3R%D!AVNAil3)w10om{EZQZJURQ1ZE;kOJ~gl6;pygb?U&6 z)elF(+GL1h9;n`Sb1IF;rIA{r57R5snq{eIHq~=sASomnyGhRFk~7TwjbcE`16^Gt zh+T-Y7O<;vRRz||)gL!1nf{0;yF?BXc$nb)m+e)Yj*>yQ&ah6ci#k>LNhD#yTKh`% zvT&r<`m`o0VMj}D{AcE>+D0>f8%2zFyJ;1J(2m%gXAv)9W+2eKn z!)bzYatL^}JTaeS&)dL}03~1)bw}MBy*^tvlR8s)=ER8x`F3_++t=*T-^_aj=2{Md z)<8V#E$P9`2sWKTv#~r68}#fW34(Qv6fy=k>1&qNb7gK6u5bcA@37c$1s5NMil!W} zJ4i#Uq_3p}R?;Eup8~OoX#cs_8#l)fiA79S)6reYRd(3!T`3fU1l}rvJ6^Z3P?G7+ zTejzRFAm0saiY+I1h!qhXnd_;;SwhpVXaUmdgnt^D7;BQ{bUO-+Tu;>G>Ie@d$?RR zqR1rg$K2hn7b@$h8=I5{uZ}p9Jq~3UokrXqr zURs{%_N5csRs_sXlM6KVs8L7CC(eHUsBo((;Q&4@zG4B%jU`;W6czem*jk5O_HNbRYQ_veS?!%e#e#x%5+5g&9skU zkp*1_2`y`}Ezi*^NrqQv*WdF;0HPu#DLL?DEOE0V@oxwOqO!Z{<6-&~Zt{kiI+ZFe zt&Xh86JGE*F`t+qmSxgdsKZMwhv9jgqB@sN+yD#9f}dQf&;TZ?_Uop{KuA)E_0rVK zCEu_6igzL#LQ<4+ci#oGG^X3^~mY9EqQivaUlY#WPkNE=#u$SpFAY4MFDRf zzTP3V@Yyds{IpKcX$KmJxmOKos$V<6;c)g>`w4#jt|l&eoO$^!Psm}Q&3_|i>GqWXq7(~Su!f@OVaOo+4w}oYvemJRd&u z!{(Qo%y?JkhAtGXQG;7Djcu(i&;T`?TafDoNrZwz`(p=id4(Nk-qnq?m`T!7b|ge2 z)}jzs!-{15fX4>-xNP)hSftPNW=_DrrrD>q%}OZz2x-4QbKwzE7G5Q5tJkJcxt`4IkyrFe zVcdE%*-l&@gqM&{H&nF@F_dTe7*7MhlL1dZD~W`tYouL$SumdFX*$Gx#tMmcd|ot( z8S~eHsw*>YiP0QNG#=&qH-BY2S2F}yQ&aV*_r--CtJU=*%jV&D_h~@7ESGz)E<+CE zZ2XNc$)&5V8#QVz=j1*{2($>!VRJz>yGdU3r!WSV>$$mTk`+z3S|~970BSfFhPyNx zb(6oX5xE`>!zO~C!&k#Md!c$wb5ap1Ix8?0!;dG9X??LD2&E0k&azVV!;Mn=vlNk?5HCchgcly}{D}Zn!i@A;v>x zsP8e7#WhU2Vw1ht~Hp51~qfev6LTXP=s z^Oo7f=}A4}DbAeAObmnYxP-S%$p4sO@A4T*eZH={9O@hgc{HID;+!?X@oduJRE!)F(-FzuJIQ#BYKqeXwNu$h{Yy^`>uFzB>z$8|KW(gSWmDfAa4vY+R3$U- zx!xJ>Yb??P$~=|)+suG`b7e@bK4)}-@Y@Xb0S1V`;q^t_A_5##^F;OtW!6r*ECh6TN58#PYf5t z@f=4pqoYtUy9qY*(dlE7bG6a|&r3;TFhZil{ZF1~z1;ZS{N_Q7Z2b>e!8QWmpuDCg z;>N4GrkEEb_pI8$gMOP#AVgYQfV5=9%gLp)#KqRHstoT6i_naqWzY0wR2D}iY8?V| zzwDm-fItby-Bf6;fA)nWw$ZEfmId5A6js~BV8t-B57CYn85~w|!a{k*J#q`FusLX6 z=lkcqzw2;cuJsb{gjml6O)mGXH4`6cFXue92#Bv;X$K8?BF4-DGkk5dd`CJW(8ywaR;c%jO7|{zV<2{~U|AcfY_iE7XqU#df<=3Cwc=yAmtE34wec4G*2yPM=jbJqr zvUdrlB?T05(5z;V=rx^8+1H{;#ZUF$T-YPeP2|zRM3NW}7QW~xRx*A9_T@foZ7Pa{ zr06P&%DFe1yE;VjSJQ&l-;`p7*TK&441ec;Ei0?~7IBmm%nY>sTG@A)H z*dQI&Kv(1D7OojZ^y%@q@u-MA$sUz|2`N=$svImZ-(jM#!IBYfYhl>2xJg z8^zJ*O%I58N1N!>Nd&d5kILr3&PB|;T=2ms*w-Hm7Mx?>bY_;n$`hU=lr@T`5jlzG zvW}QGwOclGox4$`rrX}OPtK8E#yI2Gk+J2C($6gShT!4T>2G=#@akC)cT_&Tb?%dT zt$nnsBdji3zA*EKWi&lO&Ub#I_GnR+6=jqdXo*J>>EK%;I+j{sTFd#`#1zciEWhxz zVxqFG)^LmU!Sl_G@FO609nI&cP`HC(_{+K;)fO~SOJMFCbev=_jhv&3-O8d7H=;_? 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