From 8101ca1cbaad0990f49612496ffbc917af9600f8 Mon Sep 17 00:00:00 2001 From: ycshen1009 Date: Sun, 18 Sep 2022 23:02:44 -0400 Subject: [PATCH 1/6] Update Code --- src/main.cpp | 57 ++++++-- stream_compaction/common.cu | 14 +- stream_compaction/common.h | 6 + stream_compaction/cpu.cu | 38 ++++- stream_compaction/efficient.cu | 258 ++++++++++++++++++++++++++++++++- stream_compaction/efficient.h | 2 + stream_compaction/naive.cu | 39 ++++- stream_compaction/thrust.cu | 38 ++++- stream_compaction/thrust.h | 1 + 9 files changed, 430 insertions(+), 23 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 896ac2b..f89c0c9 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 << 26; // 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]; @@ -21,7 +21,7 @@ int *c = new int[SIZE]; int main(int argc, char* argv[]) { // Scan tests - + printf("Using SIZE: %d M", (SIZE / 1000000)); printf("\n"); printf("****************\n"); printf("** SCAN TESTS **\n"); @@ -51,7 +51,7 @@ int main(int argc, char* argv[]) { printDesc("naive scan, power-of-two"); StreamCompaction::Naive::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); /* For bug-finding only: Array of 1s to help find bugs in stream compaction or scan @@ -64,35 +64,35 @@ int main(int argc, char* argv[]) { printDesc("naive scan, non-power-of-two"); StreamCompaction::Naive::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); printDesc("work-efficient scan, power-of-two"); StreamCompaction::Efficient::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); printDesc("work-efficient scan, non-power-of-two"); StreamCompaction::Efficient::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(NPOT, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); printDesc("thrust scan, power-of-two"); StreamCompaction::Thrust::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); printDesc("thrust scan, non-power-of-two"); StreamCompaction::Thrust::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(NPOT, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); printf("\n"); @@ -137,18 +137,55 @@ int main(int argc, char* argv[]) { printDesc("work-efficient compact, power-of-two"); count = StreamCompaction::Efficient::compact(SIZE, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(count, c, true); + printArray(count, c, true); printCmpLenResult(count, expectedCount, b, c); zeroArray(SIZE, c); printDesc("work-efficient compact, non-power-of-two"); count = StreamCompaction::Efficient::compact(NPOT, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(count, c, true); + printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); + printf("\n"); + printf("**********************\n"); + printf("** RADIX SORT TESTS **\n"); + printf("**********************\n"); + + + genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case + a[SIZE - 1] = 0; + printArray(SIZE, a, true); + + zeroArray(SIZE, b); + printDesc("Thrust sort, power-of-two"); + StreamCompaction::Thrust::sort(SIZE, b, a); + printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); + printArray(SIZE, b, true); + + zeroArray(SIZE, c); + printDesc("Radix Sort, power-of-two"); + StreamCompaction::Efficient::radixSort(SIZE, c, a); + printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); + printArray(SIZE, b, true); + printCmpResult(SIZE, b, c); + + zeroArray(SIZE, b); + printDesc("Thrust sort, non-power-of-two"); + StreamCompaction::Thrust::sort(NPOT, b, a); + printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); + printArray(NPOT, b, true); + + zeroArray(SIZE, c); + printDesc("Radix Sort, non-power-of-two"); + StreamCompaction::Efficient::radixSort(NPOT, c, a); + printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); + printArray(NPOT, c, true); + printCmpResult(NPOT, b, c); + system("pause"); // stop Win32 console from closing on exit delete[] a; delete[] b; delete[] c; + } diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2ed6d63..d4bedc9 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -1,4 +1,5 @@ #include "common.h" +#include void checkCUDAErrorFn(const char *msg, const char *file, int line) { cudaError_t err = cudaGetLastError(); @@ -24,6 +25,11 @@ namespace StreamCompaction { */ __global__ void kernMapToBoolean(int n, int *bools, const int *idata) { // TODO + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= n) + return; + + bools[index] = (idata[index] == 0) ? 0 : 1; } /** @@ -33,7 +39,13 @@ namespace StreamCompaction { __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices) { // TODO - } + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= n) + return; + if (bools[index] == 1) { + odata[indices[index]] = idata[index]; + } + } } } diff --git a/stream_compaction/common.h b/stream_compaction/common.h index d2c1fed..bdd4550 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -10,9 +10,14 @@ #include #include +#include + #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) +#define blockSize 512 +#define TILE_WIDTH 128 + /** * Check for CUDA errors; print and exit if there was a problem. */ @@ -37,6 +42,7 @@ namespace StreamCompaction { __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices); + /** * This class is used for timing the performance * Uncopyable and unmovable diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..63174ef 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -20,6 +20,11 @@ namespace StreamCompaction { void scan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + odata[0] = 0; + for (int i = 1; i < n; i++) { + odata[i] = odata[i - 1] + idata[i - 1]; + } + timer().endCpuTimer(); } @@ -29,10 +34,17 @@ namespace StreamCompaction { * @returns the number of elements remaining after compaction. */ int compactWithoutScan(int n, int *odata, const int *idata) { + /* Start Timer */ timer().startCpuTimer(); // TODO + int currIndex = 0; + for (int i = 0; i < n; i++) { + if (idata[i] != 0) { + odata[currIndex++] = idata[i]; + } + } timer().endCpuTimer(); - return -1; + return currIndex; } /** @@ -41,10 +53,30 @@ namespace StreamCompaction { * @returns the number of elements remaining after compaction. */ int compactWithScan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); // TODO + int* tdata = new int[n]; + + timer().startCpuTimer(); + + for (int k = 0; k < n; k++) + tdata[k] = (idata[k] == 0) ? 0: 1; + + odata[0] = 0; + for (int i = 1; i < n; i++) { + odata[i] = odata[i - 1] + tdata[i - 1]; + } + + for (int k = 0; k < n; k++) { + if (tdata[k] == 1) { + odata[odata[k]] = idata[k]; + } + } + timer().endCpuTimer(); - return -1; + + delete[] tdata; + + return odata[n - 1]; } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..27f1255 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -3,6 +3,10 @@ #include "common.h" #include "efficient.h" +#include +#include + + namespace StreamCompaction { namespace Efficient { using StreamCompaction::Common::PerformanceTimer; @@ -12,13 +16,71 @@ namespace StreamCompaction { return timer; } + __global__ void kernUpSweep(int N, int offset, int* idata) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) + return; + + int idx = index * offset; + idata[idx + offset - 1] += idata[idx + offset / 2 - 1]; + } + + __global__ void kernDownSweep(int N, int offset, int* idata) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) + return; + + int idx = index * offset; + int t = idata[idx + offset / 2 - 1]; + idata[idx + offset / 2 - 1] = idata[idx + offset - 1]; + idata[idx + offset - 1] += t; + } + /** * 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 N = pow(2, ilog2ceil(n)); + int logN = ilog2ceil(n); + int* dataGPU; + cudaMalloc((void**)&dataGPU, N * sizeof(int)); + + cudaMemcpy(dataGPU, idata, n * sizeof(int), cudaMemcpyHostToDevice); + + timer().startGpuTimer(); + /* Up Sweep */ + int num = N / 2, offset = 2; + for (; num > 0; num /= 2, offset *= 2) { + dim3 fullBlocksPerGrid((num + blockSize - 1) / blockSize); + kernUpSweep << > > (num, offset, dataGPU); + } + + /* Down Sweep */ + int zero = 0; + offset /= 2; + num = 1; + cudaMemcpy(dataGPU + (N - 1), &zero, sizeof(int), cudaMemcpyHostToDevice); + for (; num < N; num *= 2, offset /= 2) { + dim3 fullBlocksPerGrid((num + blockSize - 1) / blockSize); + kernDownSweep << > > (num, offset, dataGPU); + } + timer().endGpuTimer(); + + cudaMemcpy(odata, dataGPU, n * sizeof(int), cudaMemcpyDeviceToHost); + + cudaFree(dataGPU); + + + } + + __global__ void kernResetIntBuffer(int N, int* intBuffer, int value) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index < N) { + intBuffer[index] = value; + } } /** @@ -31,10 +93,200 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { + + // TODO + int N = pow(2, ilog2ceil(n)); + dim3 fullBlocksPerGrid((N + blockSize - 1) / blockSize); + + int* dev_odata; + int* dev_idata; + int* dev_boolData; + int* dev_indicesData; + cudaMalloc((void**)&dev_idata, N * sizeof(int)); + //checkCUDAErrorWithLine("cudaMalloc dev_pos failed!"); + cudaMalloc((void**)&dev_odata, N * sizeof(int)); + //checkCUDAErrorWithLine("cudaMalloc dev_pos failed!"); + cudaMalloc((void**)&dev_boolData, N * sizeof(int)); + //checkCUDAErrorWithLine("cudaMalloc dev_pos failed!"); + cudaMalloc((void**)&dev_indicesData, N * sizeof(int)); + //checkCUDAErrorWithLine("cudaMalloc dev_pos failed!"); + + kernResetIntBuffer << > > (N, dev_boolData, 0); + + cudaMemcpy(dev_idata, idata, n * sizeof(int), cudaMemcpyHostToDevice); + + /* Start Timer */ timer().startGpuTimer(); - // TODO + + StreamCompaction::Common::kernMapToBoolean << < fullBlocksPerGrid, blockSize >> > (n, dev_boolData, dev_idata); + + + /* Scan */ + cudaMemcpy(dev_indicesData, dev_boolData, N * sizeof(int), cudaMemcpyDeviceToDevice); + /* Up Sweep */ + int num = N / 2, offset = 2; + for (; num > 0; num /= 2, offset *= 2) { + dim3 fullBlocksPerGrid((num + blockSize - 1) / blockSize); + kernUpSweep << > > (num, offset, dev_indicesData); + } + + /* Down Sweep */ + int zero = 0; + offset /= 2; + num = 1; + cudaMemcpy(dev_indicesData + (N - 1), &zero, sizeof(int), cudaMemcpyHostToDevice); + for (; num < N; num *= 2, offset /= 2) { + dim3 fullBlocksPerGrid((num + blockSize - 1) / blockSize); + kernDownSweep << > > (num, offset, dev_indicesData); + } + + StreamCompaction::Common::kernScatter << > > (N, dev_odata, dev_idata, dev_boolData, dev_indicesData); + timer().endGpuTimer(); - return -1; + + cudaMemcpy(odata, dev_odata, n * sizeof(int), cudaMemcpyDeviceToHost); + + cudaMemcpy(&num, dev_indicesData + (N - 1), sizeof(int), cudaMemcpyDeviceToHost); + + cudaFree(dev_idata); + cudaFree(dev_odata); + cudaFree(dev_boolData); + cudaFree(dev_indicesData); + + + return num; + } + + __global__ void kernRadixSort(int n, int* data, int bit) { + __shared__ float sM[TILE_WIDTH]; + + int tx = threadIdx.x; + int index = (blockIdx.x * TILE_WIDTH) + threadIdx.x; + if (index >= n) { + return; + } + + sM[tx] = data[index]; + __syncthreads(); + } + + __global__ void kernBitOperation(int N, int bit, int* odata, int* idata) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) + return; + + odata[index] = ((idata[index] & (1 << bit)) == 0); + } + + __global__ void kernSplit(int N, int bit, int totalFalses, int* odata, int* idata, int* falseIndices) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) + return; + + int inValue = idata[index]; + int falseIndex = falseIndices[index]; + if ((inValue & (1 << bit)) != 0) { + int trueIndex = index - falseIndex + totalFalses; + odata[trueIndex] = inValue; + } + else { + odata[falseIndex] = inValue; + } + + } + + __global__ void kernFindMax(int n, int* idata) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= n) + return; + + int curr = idata[index], next = idata[index + n]; + idata[index] = (curr > next) ? curr : next; + } + + int max(int n, int* idata) { + int num = n / 2, offset = 2; + for (; num > 0; num /= 2, offset *= 2) { + dim3 fullBlocksPerGrid((num + blockSize - 1) / blockSize); + kernFindMax << > > (num, idata); + } + + cudaMemcpy(&num, idata, sizeof(int), cudaMemcpyDeviceToHost); + return num; + } + + + /** + * Performs radix sort on idata, storing the result into odata. + * The result array is sorted + * + * @param n The number of elements in idata. + * @param odata The array into which to store elements. + * @param idata The array of elements to sort. + * @returns The number of elements remaining after compaction. + */ + void radixSort(int n, int* odata, const int* idata) { + int N = pow(2, ilog2ceil(n)); + dim3 blocksPerGrid((n + blockSize - 1) / blockSize); + + int* dev_odata; + int* dev_idata; + int* dev_indicesData; + cudaMalloc((void**)&dev_idata, N * sizeof(int)); + cudaMalloc((void**)&dev_odata, N * sizeof(int)); + cudaMalloc((void**)&dev_indicesData, N * sizeof(int)); + + cudaMemcpy(dev_odata, idata, n * sizeof(int), cudaMemcpyHostToDevice); + cudaMemset(dev_odata + n, INT_MIN, (N - n) * sizeof(int)); + + cudaMemcpy(dev_idata, idata, n * sizeof(int), cudaMemcpyHostToDevice); + + + timer().startGpuTimer(); + int dev_max = StreamCompaction::Efficient::max(N, dev_odata); + int maxBits = ilog2ceil(dev_max); + + for (int bit = 0; bit <= maxBits; bit++) { + int lastBool, lastScan; + kernBitOperation << > > (n, bit, dev_indicesData, dev_idata); + + cudaMemcpy(&lastBool, dev_indicesData + (n - 1), sizeof(int), cudaMemcpyDeviceToHost); + + /* Scan */ + //cudaMemset(dev_indicesData + n, 0, (N - n) * sizeof(int)); + + /* Up Sweep */ + int num = N / 2, offset = 2; + for (; num > 0; num /= 2, offset *= 2) { + dim3 fullBlocksPerGrid((num + blockSize - 1) / blockSize); + kernUpSweep << > > (num, offset, dev_indicesData); + } + + /* Down Sweep */ + int zero = 0; + offset /= 2; + num = 1; + cudaMemcpy(dev_indicesData + (N - 1), &zero, sizeof(int), cudaMemcpyHostToDevice); + for (; num < N; num *= 2, offset /= 2) { + dim3 fullBlocksPerGrid((num + blockSize - 1) / blockSize); + kernDownSweep << > > (num, offset, dev_indicesData); + } + + cudaMemcpy(&lastScan, dev_indicesData + (n - 1), sizeof(int), cudaMemcpyDeviceToHost); + + int totalFalses = lastBool + lastScan; + kernSplit << > > (n, bit, totalFalses, dev_odata, dev_idata, dev_indicesData); + + std::swap(dev_odata, dev_idata); + } + timer().endGpuTimer(); + + cudaMemcpy(odata, dev_idata, n * sizeof(int), cudaMemcpyDeviceToHost); + + cudaFree(dev_idata); + cudaFree(dev_odata); + cudaFree(dev_indicesData); } } } + diff --git a/stream_compaction/efficient.h b/stream_compaction/efficient.h index 803cb4f..8efb4f4 100644 --- a/stream_compaction/efficient.h +++ b/stream_compaction/efficient.h @@ -9,5 +9,7 @@ namespace StreamCompaction { void scan(int n, int *odata, const int *idata); int compact(int n, int *odata, const int *idata); + + void radixSort(int n, int* odata, const int* idata); } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..72661bd 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -2,6 +2,7 @@ #include #include "common.h" #include "naive.h" +#include namespace StreamCompaction { namespace Naive { @@ -12,14 +13,50 @@ namespace StreamCompaction { return timer; } // TODO: __global__ + __global__ void kernScan(int N, int offset, int* odata, int* idata) { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + if (index >= N) + return; + + int inValue = idata[index]; + if (index >= offset) + odata[index] = idata[index - offset] + inValue; + else + odata[index] = inValue; + + } /** * 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 offset = 1; + int logN = ilog2ceil(n); + int* dev_odata; + int* dev_idata; + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + + cudaMalloc((void**)&dev_idata, n * sizeof(int)); + cudaMalloc((void**)&dev_odata, n * sizeof(int)); + + cudaMemcpy(dev_odata, idata, n * sizeof(int), cudaMemcpyHostToDevice); + + /* Start Timer */ + timer().startGpuTimer(); + + for (int d = 0; d < logN; d++, offset *= 2) { + std::swap(dev_idata, dev_odata); + kernScan << > > (n, offset, dev_odata, dev_idata); + } + timer().endGpuTimer(); + + odata[0] = 0; + cudaMemcpy(odata + 1, dev_odata, (n - 1) * sizeof(int), cudaMemcpyDeviceToHost); + + cudaFree(dev_idata); + cudaFree(dev_odata); } } } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..4b49c47 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -3,6 +3,7 @@ #include #include #include +#include #include "common.h" #include "thrust.h" @@ -18,11 +19,38 @@ 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()); - timer().endGpuTimer(); + 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); + + } + + void sort(int n, int* odata, int* idata) { + thrust::device_vector dev_idata(idata, idata + n); + thrust::device_vector dev_odata(n); + + + thrust::copy(idata, idata + n, odata); + + 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::sort(odata, odata + n); + + timer().endGpuTimer(); + + //thrust::copy(dev_odata.begin(), dev_odata.end(), odata); } } } diff --git a/stream_compaction/thrust.h b/stream_compaction/thrust.h index fe98206..994d8f0 100644 --- a/stream_compaction/thrust.h +++ b/stream_compaction/thrust.h @@ -7,5 +7,6 @@ namespace StreamCompaction { StreamCompaction::Common::PerformanceTimer& timer(); void scan(int n, int *odata, const int *idata); + void sort(int n, int* odata, int* idata); } } From bf2f75fb6257a6053ca8b28aaa661a3381bea450 Mon Sep 17 00:00:00 2001 From: ycshen1009 Date: Sun, 18 Sep 2022 23:03:05 -0400 Subject: [PATCH 2/6] update README --- README.md | 172 ++++++++++++++++++++++++++++++++++++++++-- img/CompTime.png | Bin 0 -> 76998 bytes img/ScanTime.png | Bin 0 -> 93235 bytes img/generate_image.py | 68 +++++++++++++++++ img/nsight.png | Bin 0 -> 63671 bytes 5 files changed, 234 insertions(+), 6 deletions(-) create mode 100644 img/CompTime.png create mode 100644 img/ScanTime.png create mode 100644 img/generate_image.py create mode 100644 img/nsight.png diff --git a/README.md b/README.md index 0e38ddb..fee8afb 100644 --- a/README.md +++ b/README.md @@ -3,12 +3,172 @@ 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) +* Yu-Chia Shen + * [LinkedIn](https://www.linkedin.com/in/ycshen0831/) +* Tested on: Windows 10, i5-11400F @ 4.3GHz 16GB, GTX 3060 12GB (personal) -### (TODO: Your README) +## Overview +----------------------- -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) +This project includes 3 implementations of GPU parallel algorithms, **Scan**, **Stream Compaction**, and **Radix Sort**. Each implementations has several versions for performance comparison. +### Scan +Performs an All-Prefix-Sum to an array. +* **CPU Scan**: Serialized computation over the array. +* **GPU Naive Scan**: Parallelized exclusive sum. +* **GPU Efficient Scan**: Opimized parallelized exclusive sum. Use a balanced binary tree to perform two phase + * Up-Sweep (Parallel Reduction) + * Down-Sweep - Merge partial sums to build scan in place. +* **Thrust Implementaion**: A C++ template library for CUDA based on the Standard Template Library (STL). + +### Stream Compaction +Remove all the 0s from an array. +* **CPU Compaction**: Serialized computation over the array. +* **CPU Compaction with Scan**: Serialized computation using CPU scan. +* **GPU Stream Compaction**: Parallelized computation with 3 steps + * Map - Identify every 0s in the array + * Scan - Claculate indices for non-0 elements. + * Scatter - Write non-0 elements to correct positions. + + +### Radix Sort (Extra Credit) +Sort the array using partitions that based on one bit. +* **Thrust Implementation**: A C++ template library that is used as comparison. +* **GPU Radix Sort**: Parallelized computation with 3 steps for every bits. + * Bit Mapping - From least significant bit to most significant bit, identify a bit mask for current bit. + * Scan - Perform scan over the bit mask. + * Split - Partition based on current bit. + +## Radix Sort (Extra Credit) +### Usage +`StreamCompaction::Efficient::radixSort(Size, output, input)` + +### Result +``` +********************** +** RADIX SORT TESTS ** +********************** + [ 45 23 3 11 27 32 15 29 1 47 29 3 22 ... 11 0 ] +==== Thrust sort, power-of-two ==== + elapsed time: 0.00176ms (CUDA Measured) + [ 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 49 49 ] +==== Radix Sort, power-of-two ==== + elapsed time: 74.6997ms (CUDA Measured) + [ 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 49 49 ] + passed +==== Thrust sort, non-power-of-two ==== + elapsed time: 0.00192ms (CUDA Measured) + [ 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 49 49 ] +==== Radix Sort, non-power-of-two ==== + elapsed time: 42.6619ms (CUDA Measured) + [ 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 49 49 ] + passed +``` + +## Performance Analysis +----------------------- +### Execution Time for Scan (Lower is Better) +![](./img/ScanTime.png) +_Figure 1: Scan Performance Comparison_ + +As Figure 1 shows, we have the following conclusions: +* __CPU Scan__: The worst version of scan. Serialized travel every elements will have a long runtime. +* __GPU Naive Scan__: This version is slightly better than CPU version, but still has a long runtime. +* __GPU Efficient Scan__: By using a balance binary tree for optimization, this version reduces almost half of the runtime. However, there is still performance bottlenecks. Due to the frequent access to the global memory, the runtime still increases significantly when the size of array is large. + + A solution is to use shared memory to replace the global memory. This will greatly improve the performance. +* __Thrust Implementation__: +![](./img/nsight.png) +_Figure 2: Thrust Analysis with NSight_ + + As Figure 2 shows, Thrust has the following improvements: + * __Memory Allocation__: In the function `DeviceScanKernel`, there are 7696 bytes of Static Shared Memory. Using the shared memory can greatly reduce the memory access time. + + * __Memory Copy Method__: The memory copy method used in Thrust is `cudaMemcpyAsync`. Unlike `cudaMemcpy` will block the host thread, `cudaMemcpyAsync` is non-blocking on the host. Therefore, host can transfer data concurrently, and thus is faster than `cudaMemcpy`. + +## Sample Output +----------------------- + +``` +Using SIZE: 16 M +**************** +** SCAN TESTS ** +**************** + [ 38 44 42 2 16 46 40 33 46 25 24 15 12 ... 39 0 ] +==== cpu scan, power-of-two ==== + elapsed time: 27.3899ms (std::chrono Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410934036 410934075 ] +==== cpu scan, non-power-of-two ==== + elapsed time: 27.4172ms (std::chrono Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410933976 410933979 ] + passed +==== naive scan, power-of-two ==== + elapsed time: 11.4565ms (CUDA Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410934036 410934075 ] + passed +==== naive scan, non-power-of-two ==== + elapsed time: 11.6449ms (CUDA Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410933976 410933979 ] + passed +==== work-efficient scan, power-of-two ==== + elapsed time: 4.9359ms (CUDA Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410934036 410934075 ] + passed +==== work-efficient scan, non-power-of-two ==== + elapsed time: 4.6543ms (CUDA Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410933976 410933979 ] + passed +==== thrust scan, power-of-two ==== + elapsed time: 0.569056ms (CUDA Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410934036 410934075 ] + passed +==== thrust scan, non-power-of-two ==== + elapsed time: 0.72192ms (CUDA Measured) + [ 0 38 82 124 126 142 188 228 261 307 332 356 371 ... 410933976 410933979 ] + passed + +***************************** +** STREAM COMPACTION TESTS ** +***************************** + [ 3 3 0 0 1 1 1 0 0 1 2 1 1 ... 2 0 ] +==== cpu compact without scan, power-of-two ==== + elapsed time: 36.8856ms (std::chrono Measured) + [ 3 3 1 1 1 1 2 1 1 2 2 1 2 ... 3 2 ] + passed +==== cpu compact without scan, non-power-of-two ==== + elapsed time: 36.297ms (std::chrono Measured) + [ 3 3 1 1 1 1 2 1 1 2 2 1 2 ... 2 1 ] + passed +==== cpu compact with scan ==== + elapsed time: 74.6997ms (std::chrono Measured) + [ 3 3 1 1 1 1 2 1 1 2 2 1 2 ... 3 2 ] + passed +==== work-efficient compact, power-of-two ==== + elapsed time: 6.25254ms (CUDA Measured) + [ 3 3 1 1 1 1 2 1 1 2 2 1 2 ... 3 2 ] + passed +==== work-efficient compact, non-power-of-two ==== + elapsed time: 6.69901ms (CUDA Measured) + [ 3 3 1 1 1 1 2 1 1 2 2 1 2 ... 2 1 ] + passed + +********************** +** RADIX SORT TESTS ** +********************** + [ 45 23 3 11 27 32 15 29 1 47 29 3 22 ... 11 0 ] +==== Thrust sort, power-of-two ==== + elapsed time: 0.00176ms (CUDA Measured) + [ 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 49 49 ] +==== Radix Sort, power-of-two ==== + elapsed time: 74.6997ms (CUDA Measured) + [ 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 49 49 ] + passed +==== Thrust sort, non-power-of-two ==== + elapsed time: 0.00192ms (CUDA Measured) + [ 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 49 49 ] +==== Radix Sort, 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[151.74, 74.14, 37.4, 18.21, 9.64, 5.3, 1.23] + eff2 = [151.59, 76.6, 37.06, 18.5, 9.89, 6.4, 1.22] + + thrust = [14.6, 9.385, 3.4, 1.84, 1.024, 0.75, 0.25] + thrust2 = [14.3, 7.4, 3.4, 1.88, 1.042, 0.66, 1.83] + + compact_cpu = [1092.2, 577.7, 288, 145.03, 72.21, 37.1, 9.11] + compact_cpu_scan = [6129.1, 963, 584, 246.8, 117.26, 72.3, 21.7] + + compact_eff = [213.04, 101.7, 51.7, 26.02, 14.95, 6.2, 1.63] + + sort1 = [6129.18, 963.5, 584.5, 246.8, 117.2, 72.3, 21.7] + sort2 = [1340.75, 682.7, 338.9, 164.7, 83.30, 42.5, 12.6] + + thrust_sort = [0.0061, 0.006, 0.003, 0.0026, 0.002, 0.002, 0.0018] + + fig = plt.figure() + plt.plot(x, cpu, label="CPU Scan") + plt.plot(x, naive, label="CUDA Naive Scan") + plt.plot(x, eff, label="CUDA Work-Efficient Scan") + plt.plot(x, thrust, label="CUDA Thrust Scan") + + plt.gca().invert_yaxis() + + plt.xticks([0, 100, 200, 300, 400, 500], ["0", "100M", "200M", "300M", "400M", "500M"]) + + plt.legend() + + plt.title("Execution Time of Scanning (Lower Is Better)") + plt.ylabel('Time (ms)') + plt.xlabel("Array Size (Million)") + + plt.grid(linestyle='--') + + fig = plt.figure() + plt.plot(x, compact_cpu, label="CPU Compact") + plt.plot(x, compact_cpu_scan, label="CPU Compact with Scan") + plt.plot(x, compact_eff, label="CUDA Work-Efficient Compact") + + plt.gca().invert_yaxis() + + plt.xticks([0, 100, 200, 300, 400, 500], ["0", "100M", "200M", "300M", "400M", "500M"]) + + plt.legend() + + plt.title("Execution Time of Stream Compaction (Lower Is Better)") + plt.ylabel('Time (ms)') + plt.xlabel("Array Size (Million)") + + plt.grid(linestyle='--') + + plt.show() \ No newline at end of file diff --git a/img/nsight.png b/img/nsight.png new file mode 100644 index 0000000000000000000000000000000000000000..2edbc68e86c94759a31afc356373fa862847e9f2 GIT binary patch literal 63671 zcmdSBby$<{`#(Gr3s4YI5ivnUS~{kpU{I0*0!sI&QG*QyL_kDTI;QZJ4(Z-d32BjL zu+aks445#+>bVE{`F_6jd*Z)m$Km0)xbCa&GhXNGJTJm^wA9%TojwEtf!OcgyQ2#N 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Date: Sun, 18 Sep 2022 23:04:14 -0400 Subject: [PATCH 3/6] update README --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index fee8afb..4e1eabf 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,6 @@ CUDA Stream Compaction * Tested on: Windows 10, i5-11400F @ 4.3GHz 16GB, GTX 3060 12GB (personal) ## Overview ------------------------ This project includes 3 implementations of GPU parallel algorithms, **Scan**, **Stream Compaction**, and **Radix Sort**. Each implementations has several versions for performance comparison. @@ -66,7 +65,7 @@ Sort the array using partitions that based on one bit. ``` ## Performance Analysis ------------------------ + ### Execution Time for Scan (Lower is Better) ![](./img/ScanTime.png) _Figure 1: Scan Performance Comparison_ @@ -87,7 +86,6 @@ _Figure 2: Thrust Analysis with NSight_ * __Memory Copy Method__: The memory copy method used in Thrust is `cudaMemcpyAsync`. Unlike `cudaMemcpy` will block the host thread, `cudaMemcpyAsync` is non-blocking on the host. Therefore, host can transfer data concurrently, and thus is faster than `cudaMemcpy`. ## Sample Output ------------------------ ``` Using SIZE: 16 M From 46d92d37f1fd0eb3da743bfe22a4f8cb0a61cee1 Mon Sep 17 00:00:00 2001 From: ycshen1009 Date: Sun, 18 Sep 2022 23:05:30 -0400 Subject: [PATCH 4/6] update README --- README.md | 2 +- img/nsight.png | Bin 63671 -> 54623 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4e1eabf..f65baf9 100644 --- a/README.md +++ b/README.md @@ -83,7 +83,7 @@ _Figure 2: Thrust Analysis with NSight_ As Figure 2 shows, Thrust has the following improvements: * __Memory Allocation__: In the function `DeviceScanKernel`, there are 7696 bytes of Static Shared Memory. Using the shared memory can greatly reduce the memory access time. - * __Memory Copy Method__: The memory copy method used in Thrust is `cudaMemcpyAsync`. Unlike `cudaMemcpy` will block the host thread, `cudaMemcpyAsync` is non-blocking on the host. Therefore, host can transfer data concurrently, and thus is faster than `cudaMemcpy`. + * __Memory Copy Method__: The memory copy method used in Thrust is `cudaMemcpyAsync`. Unlike `cudaMemcpy` will block the host thread, `cudaMemcpyAsync` is non-blocking on the host. Therefore, host can transfer data concurrently, and thus is faster than `cudaMemcpy`. ## Sample Output diff --git a/img/nsight.png b/img/nsight.png index 2edbc68e86c94759a31afc356373fa862847e9f2..5e0621674fad73d1e1b4b8339d21064350d45e90 100644 GIT binary patch literal 54623 zcmdSB2T)Vd);1gqqJmgxDosJ8i&6!IAVn0B-dm)DAicL>p$Gy}LWfYKH$(4Hia4BgKR+`JCpqWrz0caKJnLEO@JUr!;mYOPmq8%V zl^4(D)Ip&0WgyU5&x>b)Z-|pd&wxK?T+|h0KqWnli@=BTR!?6&1%VKe6h|gxz~@Vj z&-GkDAgY$*-!ttFdFH^EcU|RmU1gmuOk8ao?C)sWytM!cJQNTRe<&vY=F?O&&Q;$PJmd+vqV<#~;pXcz zFOo+KX)7_Ine-net`U9`nF#dn?yzU?;jp*6h@94)*F2|PIf8C^kK zJ2^@(yi0d1P!Pyf`2W+v5LRhk&mNpEMSAb4!~dVw{x7NWxi9qHtv%fd&?I@||E07| z<19MmPc{RzAjL~pqFuX%6NB`G*J0ywtwihOf zBw!|o>1WC+66YX$^BRn6*jyIEj)u?dW%>uF`eR+-$m=_s+>(Z@B?a)NHorS0; zZRxry^Hn#CV(+rlLVeoKNo}-JkJ=4&y{lMXb$}iwTBThtbmLT7Q&l#kQ*yc@TAOu; zc=RjgsP|h835+wYS$PsgxhPLjp%~~acq*?gEe5$d&tFMfR8Pus1O0T!*N~9f?ca)v zn<$=A-*yS~-RQd+Wct}MwYBaW=)ss6aLQ~~qt)lmsO(JH$i2fhi>Zc*;hl 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Date: Sun, 18 Sep 2022 23:13:09 -0400 Subject: [PATCH 5/6] update README --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index f65baf9..4aefcf9 100644 --- a/README.md +++ b/README.md @@ -85,6 +85,14 @@ _Figure 2: Thrust Analysis with NSight_ * __Memory Copy Method__: The memory copy method used in Thrust is `cudaMemcpyAsync`. Unlike `cudaMemcpy` will block the host thread, `cudaMemcpyAsync` is non-blocking on the host. Therefore, host can transfer data concurrently, and thus is faster than `cudaMemcpy`. +### Execution Time for Stream Compaction (Lower is Better) +![](./img/CompTime.png) +_Figure 3: Stream Compaction Performance Comparison_ + +Figure 3 shows the execution time of the 3 versions of Stream Compaction. We can see that the CUDA version still have the best performance. This is because it performs parallelized computation over the array. + +Also, we can observe that CPU without scan is better than the version with scan. This is because the stream compaction with scan will iterate the array three times, and thus will have a greater execution time when the array is large. + ## Sample Output ``` From ecb2c2f64bf4e00de405d6931524ade7fa0771c9 Mon Sep 17 00:00:00 2001 From: ycshen1009 Date: Sun, 18 Sep 2022 23:17:12 -0400 Subject: [PATCH 6/6] update README --- README.md | 2 +- img/CompTime.png | Bin 76998 -> 81981 bytes img/ScanTime.png | Bin 93235 -> 99699 bytes img/generate_image.py | 8 ++------ 4 files changed, 3 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 4aefcf9..372796d 100644 --- a/README.md +++ b/README.md @@ -96,7 +96,7 @@ Also, we can observe that CPU without scan is better than the version with scan. ## Sample Output ``` -Using SIZE: 16 M +Using SIZE: 16 M **************** ** SCAN TESTS ** **************** diff --git a/img/CompTime.png b/img/CompTime.png index 2ee0080e70f1a18fce6ce78736a29bdb5866cc1e..43b000756f65ead726e3566f91c941a708669d7d 100644 GIT binary patch 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z60p-G`Zz8hi+lQ42B*ym}-r`TMQrMAe0*g*wjRvos3y6V;&_Je_ zld$60L;)IF7bE%euSd|P2ZFV;3dXWLza1Zv;S;!$>^wWrPYG*XxAHi_&4o-Lgxqmh z2J(*axUQjt-&EMJFvo0DYjD9Bg~xk&HW>V6mye@A)ya3BAgQ!= zTvfTOu$5AA0O&ao)x2a4I1Mmm0TP@EH4^I>;X8d_$SWcg-Pau%8r659X&SviZ|xPq z{@OZ6;=c}QY(RNL(}WG*6?%vI0bydMLN3E;8-hp~uWA7zdpf&G>KD({{sUZ5Q~zG9 n{FCKnq{c{eset{|PH%3h>ldRCH=l)}FJKifDCEdr{_Xz&w=TA# diff --git a/img/generate_image.py b/img/generate_image.py index 12f9be6..647d180 100644 --- a/img/generate_image.py +++ b/img/generate_image.py @@ -36,11 +36,9 @@ plt.plot(x, eff, label="CUDA Work-Efficient Scan") plt.plot(x, thrust, label="CUDA Thrust Scan") - plt.gca().invert_yaxis() - plt.xticks([0, 100, 200, 300, 400, 500], ["0", "100M", "200M", "300M", "400M", "500M"]) - plt.legend() + plt.legend(fontsize=15) plt.title("Execution Time of Scanning (Lower Is Better)") plt.ylabel('Time (ms)') @@ -53,11 +51,9 @@ plt.plot(x, compact_cpu_scan, label="CPU Compact with Scan") plt.plot(x, compact_eff, label="CUDA Work-Efficient Compact") - plt.gca().invert_yaxis() - plt.xticks([0, 100, 200, 300, 400, 500], ["0", "100M", "200M", "300M", "400M", "500M"]) - plt.legend() + plt.legend(fontsize=15) plt.title("Execution Time of Stream Compaction (Lower Is Better)") plt.ylabel('Time (ms)')