From 1a302f519724b0627cb77228687df2dfcb457bac Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Fri, 15 Sep 2017 18:27:09 -0400 Subject: [PATCH 01/11] Completed CPU side implementations and naive parallel scan. --- src/main.cpp | 22 +++---- stream_compaction/cpu.cu | 66 +++++++++++++++---- stream_compaction/efficient.cu | 10 +-- stream_compaction/naive.cu | 113 ++++++++++++++++++++++++++++++--- stream_compaction/thrust.cu | 10 +-- 5 files changed, 179 insertions(+), 42 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 7305641..1e27561 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 << 3; // feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two int a[SIZE], b[SIZE], c[SIZE]; @@ -49,42 +49,42 @@ 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); zeroArray(SIZE, c); 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(SIZE, 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"); @@ -124,19 +124,19 @@ int main(int argc, char* argv[]) { printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); printArray(count, c, true); printCmpLenResult(count, expectedCount, b, c); - + zeroArray(SIZE, c); 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); system("pause"); // stop Win32 console from closing on exit diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 05ce667..2122a99 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -1,15 +1,15 @@ #include #include "cpu.h" -#include "common.h" +#include "common.h" namespace StreamCompaction { namespace CPU { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; } /** @@ -19,7 +19,13 @@ 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] = idata[i - 1] + odata[i - 1]; + } + timer().endCpuTimer(); } @@ -30,9 +36,17 @@ namespace StreamCompaction { */ int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO - timer().endCpuTimer(); - return -1; + int index = 0; + for (int i = 0; i < n; ++i) + { + if (idata[i]) + { + odata[index] = idata[i]; + index++; + } + } + timer().endCpuTimer(); + return index; } /** @@ -42,9 +56,35 @@ namespace StreamCompaction { */ int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO - timer().endCpuTimer(); - return -1; + + int* tempScanArray = (int*) malloc(sizeof(int) * n); + int* tempScanResultArray = (int*) malloc(sizeof(int) * n); + + // Create temporary array + for (int i = 0; i < n; ++i) + { + tempScanArray[i] = (idata[i]) ? 1 : 0; + } + + // Included exclusive scan implementation here in order to avoid the conflict with multiple timers: + tempScanResultArray[0] = 0; + for (int i = 1; i < n; ++i) + { + tempScanResultArray[i] = tempScanArray[i - 1] + tempScanResultArray[i - 1]; + } + + // Scatter + for (int i = 0; i < n; ++i) + { + if (tempScanArray[i]) + { + odata[tempScanResultArray[i]] = idata[i]; + } + } + + int compactSize = (tempScanArray[n - 1]) ? tempScanResultArray[n - 1] + 1 : tempScanResultArray[n - 1]; + timer().endCpuTimer(); + return compactSize; } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 36c5ef2..fd1d622 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -5,11 +5,11 @@ namespace StreamCompaction { namespace Efficient { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; } /** diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 9218f8e..b4c4d15 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -5,21 +5,118 @@ namespace StreamCompaction { namespace Naive { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; + } + + __global__ void kernNaiveScan(int n, int powTwo, int *odata, const int* idata) + { + int index = threadIdx.x + blockIdx.x * blockDim.x; + if (index >= n) + { + return; + } + + if (index >= powTwo) + { + odata[index] = idata[index - powTwo] + idata[index]; + } + else + { + odata[index] = idata[index]; + } + } + + __global__ void kernExclToInclScan(int n, int* odata, const int* idata) + { + int index = threadIdx.x + blockIdx.x * blockDim.x; + if (index >= n) + { + return; + } + + if (index == 0) + { + odata[index] == 0; + return; + } + + odata[index] = idata[index - 1]; } - // TODO: __global__ /** * 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) + { + // Global memory arrays + int* dev_parallelArrayA; + int* dev_parallelArrayB; + int* dev_odata; + + int numArrayBytes = sizeof(int) * n; + + // CUDA Mallocs + cudaMalloc((void**)&dev_odata, numArrayBytes); + checkCUDAError("cudaMalloc dev_odata failed!", __LINE__); + + cudaMalloc((void**)&dev_parallelArrayA, numArrayBytes); + checkCUDAError("cudaMalloc dev_parallelArrayA failed!", __LINE__); + + cudaMalloc((void**)&dev_parallelArrayB, numArrayBytes); + checkCUDAError("cudaMalloc dev_parallelArrayB failed!", __LINE__); + + // Copy the input data array to the device + cudaMemcpy(dev_parallelArrayA, idata, numArrayBytes, cudaMemcpyHostToDevice); + + // Kernel configuration + float blockSize = 64.f; + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid((((float) n) + blockSize - 1.f) / blockSize); + int nLog2 = ilog2ceil(n); + bool isReadingFromA = true; + timer().startGpuTimer(); - // TODO + + for (int d = 1; d <= nLog2; ++d) + { + int powTwo = pow(2, d - 1); + if (isReadingFromA) + { + // Perform the *INCLUSIVE* scan + kernNaiveScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, powTwo, dev_parallelArrayB, dev_parallelArrayA); + cudaMemcpy(dev_parallelArrayA, dev_parallelArrayB, numArrayBytes, cudaMemcpyDeviceToDevice); + } + else + { + // Perform the scan + kernNaiveScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, powTwo, dev_parallelArrayA, dev_parallelArrayB); + cudaMemcpy(dev_parallelArrayB, dev_parallelArrayA, numArrayBytes, cudaMemcpyDeviceToDevice); + } + isReadingFromA = !isReadingFromA; + } + timer().endGpuTimer(); + + // Copy the output data back into the host array + if (isReadingFromA) + { + kernExclToInclScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_odata, dev_parallelArrayA); + cudaMemcpy(odata, dev_odata, numArrayBytes, cudaMemcpyDeviceToHost); + } + else + { + kernExclToInclScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_odata, dev_parallelArrayB); + cudaMemcpy(odata, dev_odata, numArrayBytes, cudaMemcpyDeviceToHost); + } + + // CUDA Frees + cudaFree(dev_parallelArrayA); + cudaFree(dev_parallelArrayB); + cudaFree(dev_odata); } } } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 36b732d..e3b3268 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -8,11 +8,11 @@ namespace StreamCompaction { namespace Thrust { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. From 1f7cc58f21305410b800f33a136309ee189c3146 Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Sun, 17 Sep 2017 15:17:46 -0400 Subject: [PATCH 02/11] Implemented thrust scan. --- stream_compaction/efficient.cu | 5 ++++- stream_compaction/thrust.cu | 14 +++++++++++--- 2 files changed, 15 insertions(+), 4 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index fd1d622..048413f 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -16,8 +16,11 @@ 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 + + + timer().endGpuTimer(); } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index e3b3268..0c20f1c 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -18,11 +18,19 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + + thrust::host_vector host_idata(idata, idata + n); + + thrust::device_vector dev_idata = host_idata; + 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 2ae6063b8b241bc63ec56c3838d1e5380a5232cf Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Mon, 18 Sep 2017 16:10:54 -0400 Subject: [PATCH 03/11] Completed work efficient scanning and stream compaction. --- src/main.cpp | 10 +- stream_compaction/cpu.cu | 86 +++++------ stream_compaction/efficient.cu | 272 ++++++++++++++++++++++++++++++++- stream_compaction/naive.cu | 69 +++++---- stream_compaction/thrust.cu | 4 +- 5 files changed, 354 insertions(+), 87 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 1e27561..dc9c5f0 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -58,21 +58,21 @@ int main(int argc, char* argv[]) { printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); printArray(SIZE, 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); 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); printCmpResult(NPOT, b, c); - + zeroArray(SIZE, c); printDesc("thrust scan, power-of-two"); StreamCompaction::Thrust::scan(SIZE, c, a); @@ -124,14 +124,14 @@ int main(int argc, char* argv[]) { printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); printArray(count, c, true); printCmpLenResult(count, expectedCount, b, c); - + zeroArray(SIZE, c); 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); printCmpLenResult(count, expectedCount, b, c); - + zeroArray(SIZE, c); printDesc("work-efficient compact, non-power-of-two"); count = StreamCompaction::Efficient::compact(NPOT, c, a); diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 2122a99..2641402 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -8,8 +8,8 @@ namespace StreamCompaction { using StreamCompaction::Common::PerformanceTimer; PerformanceTimer& timer() { - static PerformanceTimer timer; - return timer; + static PerformanceTimer timer; + return timer; } /** @@ -18,15 +18,15 @@ namespace StreamCompaction { * (Optional) For better understanding before starting moving to GPU, you can simulate your GPU scan in this function first. */ void scan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); + timer().startCpuTimer(); - odata[0] = 0; - for (int i = 1; i < n; ++i) - { - odata[i] = idata[i - 1] + odata[i - 1]; - } - - timer().endCpuTimer(); + odata[0] = 0; + for (int i = 1; i < n; ++i) + { + odata[i] = idata[i - 1] + odata[i - 1]; + } + + timer().endCpuTimer(); } /** @@ -35,18 +35,18 @@ namespace StreamCompaction { * @returns the number of elements remaining after compaction. */ int compactWithoutScan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); - int index = 0; - for (int i = 0; i < n; ++i) - { - if (idata[i]) + timer().startCpuTimer(); + int index = 0; + for (int i = 0; i < n; ++i) { - odata[index] = idata[i]; - index++; + if (idata[i]) + { + odata[index] = idata[i]; + index++; + } } - } - timer().endCpuTimer(); - return index; + timer().endCpuTimer(); + return index; } /** @@ -55,36 +55,36 @@ namespace StreamCompaction { * @returns the number of elements remaining after compaction. */ int compactWithScan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); + timer().startCpuTimer(); - int* tempScanArray = (int*) malloc(sizeof(int) * n); - int* tempScanResultArray = (int*) malloc(sizeof(int) * n); + int* tempScanArray = (int*)malloc(sizeof(int) * n); + int* tempScanResultArray = (int*)malloc(sizeof(int) * n); - // Create temporary array - for (int i = 0; i < n; ++i) - { - tempScanArray[i] = (idata[i]) ? 1 : 0; - } + // Create temporary array + for (int i = 0; i < n; ++i) + { + tempScanArray[i] = (idata[i]) ? 1 : 0; + } - // Included exclusive scan implementation here in order to avoid the conflict with multiple timers: - tempScanResultArray[0] = 0; - for (int i = 1; i < n; ++i) - { - tempScanResultArray[i] = tempScanArray[i - 1] + tempScanResultArray[i - 1]; - } + // Included exclusive scan implementation here in order to avoid the conflict with multiple timers: + tempScanResultArray[0] = 0; + for (int i = 1; i < n; ++i) + { + tempScanResultArray[i] = tempScanArray[i - 1] + tempScanResultArray[i - 1]; + } - // Scatter - for (int i = 0; i < n; ++i) - { - if (tempScanArray[i]) + // Scatter + for (int i = 0; i < n; ++i) { - odata[tempScanResultArray[i]] = idata[i]; + if (tempScanArray[i]) + { + odata[tempScanResultArray[i]] = idata[i]; + } } - } - int compactSize = (tempScanArray[n - 1]) ? tempScanResultArray[n - 1] + 1 : tempScanResultArray[n - 1]; - timer().endCpuTimer(); - return compactSize; + int compactSize = (tempScanArray[n - 1]) ? tempScanResultArray[n - 1] + 1 : tempScanResultArray[n - 1]; + timer().endCpuTimer(); + return compactSize; } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 048413f..2efbb34 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,16 +12,164 @@ namespace StreamCompaction { return timer; } + __global__ void kernWorkEfficientScanUpSweep(int n, int d, int* odata, const int* idata) + { + int index = threadIdx.x + blockIdx.x * blockDim.x; + int twoPowDPlusOne = (int)powf(2, d + 1); + index *= twoPowDPlusOne; + if (index >= n) + { + return; + } + + odata[index + twoPowDPlusOne - 1] += idata[index + ((int)powf(2, d)) - 1]; + } + + __global__ void kernWorkEfficientScanDownSweep(int n, int d, int* odata, const int* idata) + { + int index = threadIdx.x + blockIdx.x * blockDim.x; + int twoPowDPlusOne = (int)powf(2, d + 1); + index *= twoPowDPlusOne; + if (index >= n || n == 1) + { + return; + } + + int twoPowD = (int)powf(2, d); + int t = idata[index + twoPowD - 1]; + odata[index + twoPowD - 1] = idata[index + twoPowDPlusOne - 1]; + odata[index + twoPowDPlusOne - 1] += t; + } + + __global__ void kernSetFinalValue(int n, int* odata, const int* idata) + { + int index = threadIdx.x + blockIdx.x * blockDim.x; + if (index >= n) + { + return; + } + + if (index == n - 1) + { + odata[n - 1] = 0; + return; + } + + odata[index] = idata[index]; + } + + __global__ void kernSetTempArray(int n, int* odata, const int* idata) + { + int index = threadIdx.x + blockIdx.x * blockDim.x; + if (index >= n) + { + return; + } + + odata[index] = (idata[index]) ? 1 : 0; + } + + __global__ void kernScatter(int n, int* odata, const int* tempArray, const int* scannedTempArray, const int* idata) + { + int index = threadIdx.x + blockIdx.x * blockDim.x; + if (index >= n) + { + return; + } + + if (tempArray[index]) + { + odata[scannedTempArray[index]] = idata[index]; + } + else + { + return; + } + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - + + int nLog2 = ilog2ceil(n); + + // Pad the array with zeroes in the event that it isn't a power of two + int newN = pow(2, nLog2); + int* paddedArray = (int*) malloc(sizeof(int) * newN); + + for (int i = 0; i < newN; ++i) + { + if (i < newN - n) + { + paddedArray[i] = 0; + } + else + { + paddedArray[i] = idata[i - newN + n]; + } + } + + int numArrayBytes = sizeof(int) * newN; + + // Global memory arrays + int* dev_idata; + int* dev_odata; + + // Kernel configuration + float blockSize = 64.f; + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid((((float) newN) + blockSize - 1.f) / blockSize); + + // CUDA Mallocs + cudaMalloc((void**)&dev_odata, numArrayBytes); + checkCUDAError("cudaMalloc dev_odata failed!", __LINE__); + + cudaMalloc((void**)&dev_idata, numArrayBytes); + checkCUDAError("cudaMalloc dev_idata failed!", __LINE__); + + // Copy the input data array to the device + cudaMemcpy(dev_idata, paddedArray, numArrayBytes, cudaMemcpyHostToDevice); + checkCUDAError("memcpy failed!", __LINE__); + + // Copy the input data array to the output array (needs the initial data to be correct) + cudaMemcpy(dev_odata, dev_idata, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!", __LINE__); + timer().startGpuTimer(); - - + + // Perform the work efficient scan + for (int d = 0; d <= nLog2 - 1; ++d) + { + kernWorkEfficientScanUpSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_odata, dev_idata); + cudaMemcpy(dev_idata, dev_odata, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!1", __LINE__); + } + + // Set the final value of the array to 0 as the first step of the down sweep + kernSetFinalValue << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_odata, dev_idata); + cudaMemcpy(dev_idata, dev_odata, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!2", __LINE__); + + for (int d = nLog2 - 1; d >= 0; --d) + { + kernWorkEfficientScanDownSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_idata, dev_odata); + cudaMemcpy(dev_odata, dev_idata, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!3", __LINE__); + } timer().endGpuTimer(); + + cudaMemcpy(paddedArray, dev_odata, numArrayBytes, cudaMemcpyDeviceToHost); + checkCUDAError("memcpy failed4!", __LINE__); + + for (int i = 0; i < n; ++i) + { + odata[i] = paddedArray[i + newN - n]; + } + + cudaFree(dev_idata); + cudaFree(dev_odata); } /** @@ -34,10 +182,124 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { + + int nLog2 = ilog2ceil(n); + + // Pad the array with zeroes in the event that it isn't a power of two + int newN = pow(2, nLog2); + int* paddedArray = (int*) malloc(sizeof(int) * newN); + + for (int i = 0; i < newN; ++i) + { + if (i < newN - n) + { + paddedArray[i] = 0; + } + else + { + paddedArray[i] = idata[i - newN + n]; + } + } + + int numArrayBytes = sizeof(int) * newN; + + // Global memory arrays + int* dev_idata; + int* dev_odata; + int* dev_tempArray; + int* dev_sumTempArray; + + // Kernel configuration + float blockSize = 64.f; + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid((((float)newN) + blockSize - 1.f) / blockSize); + + // CUDA Mallocs + cudaMalloc((void**)&dev_odata, numArrayBytes); + checkCUDAError("cudaMalloc dev_odata failed!", __LINE__); + + cudaMalloc((void**)&dev_idata, numArrayBytes); + checkCUDAError("cudaMalloc dev_idata failed!", __LINE__); + + cudaMalloc((void**)&dev_tempArray, numArrayBytes); + checkCUDAError("cudaMalloc dev_tempArray failed!", __LINE__); + + cudaMalloc((void**)&dev_sumTempArray, numArrayBytes); + checkCUDAError("cudaMalloc dev_sumTempArray failed!", __LINE__); + + // Copy the input data array to the device + cudaMemcpy(dev_idata, paddedArray, numArrayBytes, cudaMemcpyHostToDevice); + checkCUDAError("memcpy failed!", __LINE__); + + kernSetTempArray << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_tempArray, dev_idata); + + // Copy the input data array to the output array (needs the initial data to be correct) + cudaMemcpy(dev_sumTempArray, dev_tempArray, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!", __LINE__); + + // Copy the input data array to the output array (needs the initial data to be correct) + cudaMemcpy(dev_idata, dev_tempArray, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!", __LINE__); + timer().startGpuTimer(); - // TODO + + // Perform the work efficient scan - up sweep + for (int d = 0; d <= nLog2 - 1; ++d) + { + dim3 fullBlocksPerGrid_efficient((((float) newN) / pow(2, d + 1) + blockSize - 1.f) / blockSize); + kernWorkEfficientScanUpSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_sumTempArray, dev_idata); + cudaMemcpy(dev_idata, dev_sumTempArray, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!1", __LINE__); + } + + // Set the final value of the array to 0 as the first step of the down sweep + kernSetFinalValue << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_sumTempArray, dev_idata); + cudaMemcpy(dev_idata, dev_sumTempArray, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!2", __LINE__); + + // Perform the work efficient scan - up sweep + for (int d = nLog2 - 1; d >= 0; --d) + { + dim3 fullBlocksPerGrid_efficient((((float) newN) / pow(2, d + 1) + blockSize - 1.f) / blockSize); + kernWorkEfficientScanDownSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_sumTempArray, dev_idata); + cudaMemcpy(dev_idata, dev_sumTempArray, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!3", __LINE__); + } + + cudaMemcpy(dev_idata, paddedArray, numArrayBytes, cudaMemcpyHostToDevice); + checkCUDAError("memcpy failed!", __LINE__); + + // Scatter + kernScatter << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_odata, dev_tempArray, dev_sumTempArray, dev_idata); + timer().endGpuTimer(); - return -1; + + cudaMemcpy(paddedArray, dev_sumTempArray, numArrayBytes, cudaMemcpyDeviceToHost); + checkCUDAError("memcpy failed4!", __LINE__); + + int compactSize = paddedArray[newN - 1]; + + cudaMemcpy(paddedArray, dev_tempArray, numArrayBytes, cudaMemcpyDeviceToHost); + checkCUDAError("memcpy failed4!", __LINE__); + + if (paddedArray[newN - 1]) + { + compactSize++; + } + + cudaMemcpy(paddedArray, dev_odata, numArrayBytes, cudaMemcpyDeviceToHost); + checkCUDAError("memcpy failed4!", __LINE__); + + for (int i = 0; i < n; ++i) + { + odata[i] = paddedArray[i]; + } + + cudaFree(dev_idata); + cudaFree(dev_tempArray); + cudaFree(dev_sumTempArray); + cudaFree(dev_odata); + return compactSize; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index b4c4d15..1341057 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -14,20 +14,20 @@ namespace StreamCompaction { __global__ void kernNaiveScan(int n, int powTwo, int *odata, const int* idata) { - int index = threadIdx.x + blockIdx.x * blockDim.x; - if (index >= n) - { - return; - } - - if (index >= powTwo) - { - odata[index] = idata[index - powTwo] + idata[index]; - } - else - { - odata[index] = idata[index]; - } + int index = threadIdx.x + blockIdx.x * blockDim.x; + if (index >= n) + { + return; + } + + if (index >= powTwo) + { + odata[index] = idata[index - powTwo] + idata[index]; + } + else + { + odata[index] = idata[index]; + } } __global__ void kernExclToInclScan(int n, int* odata, const int* idata) @@ -35,12 +35,12 @@ namespace StreamCompaction { int index = threadIdx.x + blockIdx.x * blockDim.x; if (index >= n) { - return; + return; } if (index == 0) { - odata[index] == 0; + odata[0] == 0; return; } @@ -71,32 +71,35 @@ namespace StreamCompaction { // Copy the input data array to the device cudaMemcpy(dev_parallelArrayA, idata, numArrayBytes, cudaMemcpyHostToDevice); + checkCUDAError("memcpy failed!", __LINE__); // Kernel configuration float blockSize = 64.f; dim3 threadsPerBlock(blockSize); - dim3 fullBlocksPerGrid((((float) n) + blockSize - 1.f) / blockSize); + dim3 fullBlocksPerGrid((((float)n) + blockSize - 1.f) / blockSize); int nLog2 = ilog2ceil(n); bool isReadingFromA = true; timer().startGpuTimer(); - + for (int d = 1; d <= nLog2; ++d) { - int powTwo = pow(2, d - 1); - if (isReadingFromA) - { - // Perform the *INCLUSIVE* scan - kernNaiveScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, powTwo, dev_parallelArrayB, dev_parallelArrayA); - cudaMemcpy(dev_parallelArrayA, dev_parallelArrayB, numArrayBytes, cudaMemcpyDeviceToDevice); - } - else - { - // Perform the scan - kernNaiveScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, powTwo, dev_parallelArrayA, dev_parallelArrayB); - cudaMemcpy(dev_parallelArrayB, dev_parallelArrayA, numArrayBytes, cudaMemcpyDeviceToDevice); - } - isReadingFromA = !isReadingFromA; + int powTwo = pow(2, d - 1); + if (isReadingFromA) + { + // Perform the *INCLUSIVE* scan + kernNaiveScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, powTwo, dev_parallelArrayB, dev_parallelArrayA); + cudaMemcpy(dev_parallelArrayA, dev_parallelArrayB, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!", __LINE__); + } + else + { + // Perform the *INCLUSIVE* scan + kernNaiveScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, powTwo, dev_parallelArrayA, dev_parallelArrayB); + cudaMemcpy(dev_parallelArrayB, dev_parallelArrayA, numArrayBytes, cudaMemcpyDeviceToDevice); + checkCUDAError("memcpy failed!", __LINE__); + } + isReadingFromA = !isReadingFromA; } timer().endGpuTimer(); @@ -106,11 +109,13 @@ namespace StreamCompaction { { kernExclToInclScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_odata, dev_parallelArrayA); cudaMemcpy(odata, dev_odata, numArrayBytes, cudaMemcpyDeviceToHost); + checkCUDAError("memcpy failed!", __LINE__); } else { kernExclToInclScan << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_odata, dev_parallelArrayB); cudaMemcpy(odata, dev_odata, numArrayBytes, cudaMemcpyDeviceToHost); + checkCUDAError("memcpy failed!", __LINE__); } // CUDA Frees diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 0c20f1c..1d4a08e 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -18,12 +18,12 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - + thrust::host_vector host_idata(idata, idata + n); thrust::device_vector dev_idata = host_idata; thrust::device_vector dev_odata(n); - + timer().startGpuTimer(); thrust::exclusive_scan(dev_idata.begin(), dev_idata.end(), dev_odata.begin()); From 094925602e888916487be67787e82e88696be0e7 Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Wed, 20 Sep 2017 18:27:33 -0400 Subject: [PATCH 04/11] Fixed everything --- README.md | 36 +++++++-- img/compact.png | Bin 0 -> 8356 bytes img/compact2.png | Bin 0 -> 12590 bytes img/graph.png | Bin 0 -> 53366 bytes img/scans.png | Bin 0 -> 34113 bytes src/main.cpp | 54 +++++++++++++- src/testing_helpers.hpp | 6 ++ stream_compaction/cpu.cu | 2 + stream_compaction/efficient.cu | 129 ++++++++++++++++----------------- stream_compaction/thrust.cu | 6 ++ 10 files changed, 156 insertions(+), 77 deletions(-) create mode 100644 img/compact.png create mode 100644 img/compact2.png create mode 100644 img/graph.png create mode 100644 img/scans.png diff --git a/README.md b/README.md index b71c458..07ad2c3 100644 --- a/README.md +++ b/README.md @@ -1,13 +1,37 @@ 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 -* Tested on: (TODO) Windows 22, i7-2222 @ 2.22GHz 22GB, GTX 222 222MB (Moore 2222 Lab) +* Joseph Klinger +* Tested on: Windows 10, i5-7300HQ (4 CPUs) @ ~2.50GHz, GTX 1050 6030MB (Personal Machine) -### (TODO: Your README) +### README -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 consists of a series of implementations of the inclusive/exclusive scan and stream compaction across the CPU and GPU. +We implement a sequential CPU scan, a non-work-efficient GPU scan (naive), and an actually work-efficient GPU scan. +A scan is a prefix sum (assuming an array of integers for now), meaning that the index i in the output array will consist of the sum of each previous element +in the input array. Here's a concrete example of each kind of scan, taken from the slides by Patrick Cozzi and Shehzan Mohammed at: https://docs.google.com/presentation/d/1ETVONA7QDM-WqsEj4qVOGD6Kura5I6E9yqH-7krnwZ0/edit#slide=id.p27 + +![](img/scans.png) + +Stream Compaction utilizes scans as a way to reduce an array of any integers to an array consisting only of the integers that meet a certain criteria (say, not equal to 0). +Taking some images from the same slides as before, here is step 1 to stream compaction - create an array of 1s and 0s indicating whether or not we want to keep a certain element, then +run an exclusive scan on that array: + +![](img/compact.png) + +So, in this example, we want to keep elements a, c, d, and g. + +As it turns out, for each element in the input array that has a 1 in the intermediate array, the corresponding value in the summed array is that element's index in the final output array. +This step is called scatter: + +![](img/compact2.png) + +Now we are left with our desired array. + +Here are the analysis results from my implementations: +![](img/graph.png) + +yay it all worked p much \ No newline at end of file diff --git a/img/compact.png b/img/compact.png new file mode 100644 index 0000000000000000000000000000000000000000..1c86bc6379857e89926c606bff30080fe687eee9 GIT binary patch literal 8356 zcmdUUc_36_|F0I5C3}kOBncJS*X(48G#DYf%pf~s2}Q^&@cpY($Kez(b!CLJW8Nm(Hz~?{E-b>qNoO?!H42K#MB2UklyH37Q^&%af`ZxS z=sGs;#1lY4!7Hb$p>`+0nvjb&X7$heN}e0XKep6xccf+c_QZrJ%cS|;;GBIX7)Mk3 zdRD6OMEyvN1D1_$IezjpeH;H|xyXEsah`*L-hs z+EK{NJn)kBa-5ZaFOS2)*a@Z2KBQs7wrM_lPyR}!Gu6E0zU-%3_~9t7o^F?hGh2=% zG@N~u;)USsk*g|j49*80p-#YA(J_z;&TgH+q0fjX%{Fb1+jkWolV(u*x$gSn)vL&E zbvhuJHxnK2wr% zhUbt4hh}O;4a*#OtuGyuZ^IIBxK3oP@+*wu+Qp|0i(WB&wpEL!o@tlf zHsNqX3>(9hE3M`jjLI_sXeR$qX8QrhFX2Sebh{rCNxgmNoG1>>m4sH(07RamOc}w8 z{Qp11gj1LgNXpFaJnj|k%BQHMIaLe29ZLBhorgMnxZD78q{ni#qhPen2|l!0OI8gT ziegRaW&*9NWya0fLh)|UF3%Uja zyC%S5Ut7!wQr%BN7q$bJa0Y57;F&s_$IpACS!XulP{LXcoZli)qMCpv7EP1f>DOp_ 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z?0SH}Md`m=A+pvx-m#yhbpuAa`!)ocgNs_ZGEt`Gf6QMyM(LEmh21`km#4EOSg4Xr zdzf4)RYd`8DdavMX}pf8izCA6+4O&7xycoL9Mc@^AxMshDJ+3ecqhh{dyX6t(Lwji z0>w2OnJo|oJb0`RuE&&C%n(GXLW2Y(s|2 z=@&#WAzt>Zz8#un3|Aq+wUHtqL$8I_O`Vq-4q`PixoO$;T`J~8?)dOc#>S}6?WZ*T z$LwChk4ve=O*0sEhz`K~Xgq4)TmSi88Lvn;pwfa|u2^^I%v`Tj0I+2t)I3@FC|I6K z)SRPEA?n8O;y3h*pSkWoQiy9e%!IRSi52YB6WVX!E6+QJt30NM`j?IV#yWkk`XMYH&d%qHO1 zAR9yf6Tl)f-rwr%;G;t%B~l<@V5Oh2>2zn*s9stva8M>D72l3+kkWn}uUFj{TWk^_ z&}2o_$AvR x^{C!3nSh=F?)`6RzGBRPcB@Z2F{LfW3A=SfsdRy_m(ImJTm8cq= zUQykxb$M1y6MUV!TA40P5AxG>Aa(zsl(bZ#V=lt~losFCyNqZi8>I0{Hlxqwlh8to z!2;Migvk1oolqw+(4%%Lu1OsO;)TKH%GKGIDV$Tw^UQ5ppx%hC^Dngs`PgvDI(}T6 z2}dgU25Y|d{dXtRvYAVL40Jjo1d8;jx#A{r+*6)Aw)*>01-dFcFTw1OcD0q$#35z46S^t7e@Gi zZ^cxV{<2D3lDM#`nxC)EGR7joP+z_HP>8BsYA{w5^9i>b$b4vi>{eA+HrJ4kp~~9z z;E-Pu-P7Dv4W%g{fAsJ!>zslzTpPieA6doDhutk(EVZ5{n{RvtQOq?41NV5deoqJIX zB;r`KME`W7a8XEB&g;5=?keRoBsd+M4E+1N1>E* #include "testing_helpers.hpp" -const int SIZE = 1 << 3; // feel free to change the size of array +const int SIZE = 1 << 12; // feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two int a[SIZE], b[SIZE], c[SIZE]; +// CUDA Device Properties Stuff + +// Print device properties +void printDevProp(cudaDeviceProp devProp) +{ + printf("Major revision number: %d\n", devProp.major); + printf("Minor revision number: %d\n", devProp.minor); + printf("Name: %s\n", devProp.name); + printf("Total global memory: %u\n", devProp.totalGlobalMem); + printf("Total shared memory per block: %u\n", devProp.sharedMemPerBlock); + printf("Total registers per block: %d\n", devProp.regsPerBlock); + printf("Warp size: %d\n", devProp.warpSize); + printf("Maximum memory pitch: %u\n", devProp.memPitch); + printf("Maximum threads per block: %d\n", devProp.maxThreadsPerBlock); + for (int i = 0; i < 3; ++i) + printf("Maximum dimension %d of block: %d\n", i, devProp.maxThreadsDim[i]); + for (int i = 0; i < 3; ++i) + printf("Maximum dimension %d of grid: %d\n", i, devProp.maxGridSize[i]); + printf("Clock rate: %d\n", devProp.clockRate); + printf("Total constant memory: %u\n", devProp.totalConstMem); + printf("Texture alignment: %u\n", devProp.textureAlignment); + printf("Concurrent copy and execution: %s\n", (devProp.deviceOverlap ? "Yes" : "No")); + printf("Number of multiprocessors: %d\n", devProp.multiProcessorCount); + printf("Kernel execution timeout: %s\n", (devProp.kernelExecTimeoutEnabled ? "Yes" : "No")); + return; +} + int main(int argc, char* argv[]) { + // CUDA Device Properties - http://www.cs.fsu.edu/~xyuan/cda5125/examples/lect24/devicequery.cu + // Number of CUDA devices + /*int devCount; + cudaGetDeviceCount(&devCount); + printf("CUDA Device Query...\n"); + printf("There are %d CUDA devices.\n", devCount); + + // Iterate through devices + for (int i = 0; i < devCount; ++i) + { + // Get device properties + printf("\nCUDA Device #%d\n", i); + cudaDeviceProp devProp; + cudaGetDeviceProperties(&devProp, i); + printDevProp(devProp); + } + + printf("\nPress any key to exit..."); + char c1; + scanf("%c", &c1);*/ + // Scan tests printf("\n"); @@ -25,7 +73,7 @@ int main(int argc, char* argv[]) { printf("** SCAN TESTS **\n"); printf("****************\n"); - genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case + genOnesArray(SIZE - 1, a); // Leave a 0 at the end to test that edge case a[SIZE - 1] = 0; printArray(SIZE, a, true); @@ -140,4 +188,4 @@ int main(int argc, char* argv[]) { printCmpLenResult(count, expectedNPOT, b, c); system("pause"); // stop Win32 console from closing on exit -} +} \ No newline at end of file diff --git a/src/testing_helpers.hpp b/src/testing_helpers.hpp index ae94ca6..0189cd3 100644 --- a/src/testing_helpers.hpp +++ b/src/testing_helpers.hpp @@ -51,6 +51,12 @@ void genArray(int n, int *a, int maxval) { } } +void genOnesArray(int n, int *a) { + for (int i = 0; i < n; i++) { + a[i] = 1; + } +} + void printArray(int n, int *a, bool abridged = false) { printf(" [ "); for (int i = 0; i < n; i++) { diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 2641402..256b0df 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -84,6 +84,8 @@ namespace StreamCompaction { int compactSize = (tempScanArray[n - 1]) ? tempScanResultArray[n - 1] + 1 : tempScanResultArray[n - 1]; timer().endCpuTimer(); + delete []tempScanArray; + delete []tempScanResultArray; return compactSize; } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2efbb34..318583f 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,38 +12,49 @@ namespace StreamCompaction { return timer; } - __global__ void kernWorkEfficientScanUpSweep(int n, int d, int* odata, const int* idata) + __global__ void kernWorkEfficientScanUpSweep(int n, int d, int* data) { - int index = threadIdx.x + blockIdx.x * blockDim.x; - int twoPowDPlusOne = (int)powf(2, d + 1); - index *= twoPowDPlusOne; - if (index >= n) + /*int blockId = blockIdx.y * gridDim.x + blockIdx.x; + int index = blockId * blockDim.x + threadIdx.x;*/ + int index = blockIdx.x * blockDim.x + threadIdx.x; + int twoPowD = 1 << (d); + int twoPowDPlusOne = 1 << (d + 1); + + if (index >= (n / twoPowDPlusOne)) { return; } - odata[index + twoPowDPlusOne - 1] += idata[index + ((int)powf(2, d)) - 1]; + index = (index + 1) * twoPowDPlusOne - 1; + int add = data[index - twoPowD]; + data[index] += add; } - __global__ void kernWorkEfficientScanDownSweep(int n, int d, int* odata, const int* idata) + __global__ void kernWorkEfficientScanDownSweep(int n, int d, int* data) { - int index = threadIdx.x + blockIdx.x * blockDim.x; - int twoPowDPlusOne = (int)powf(2, d + 1); - index *= twoPowDPlusOne; - if (index >= n || n == 1) + /*int blockId = blockIdx.y * gridDim.x + blockIdx.x; + int index = blockId * blockDim.x + threadIdx.x;*/ + int index = blockIdx.x * blockDim.x + threadIdx.x; + int twoPowD = 1 << (d); + int twoPowDPlusOne = 1 << (d + 1); + + if (index >= (n / twoPowDPlusOne)) { return; } - int twoPowD = (int)powf(2, d); - int t = idata[index + twoPowD - 1]; - odata[index + twoPowD - 1] = idata[index + twoPowDPlusOne - 1]; - odata[index + twoPowDPlusOne - 1] += t; + index = (index + 1) * twoPowDPlusOne - 1; + + int t = data[index - twoPowD]; + data[index - twoPowD] = data[index]; + data[index] += t; } - __global__ void kernSetFinalValue(int n, int* odata, const int* idata) + __global__ void kernSetFinalValue(int n, int* data) { - int index = threadIdx.x + blockIdx.x * blockDim.x; + /*int blockId = blockIdx.y * gridDim.x + blockIdx.x; + int index = blockId * blockDim.x + threadIdx.x;*/ + int index = blockIdx.x * blockDim.x + threadIdx.x; if (index >= n) { return; @@ -51,16 +62,16 @@ namespace StreamCompaction { if (index == n - 1) { - odata[n - 1] = 0; + data[n - 1] = 0; return; } - - odata[index] = idata[index]; } __global__ void kernSetTempArray(int n, int* odata, const int* idata) { - int index = threadIdx.x + blockIdx.x * blockDim.x; + /*int blockId = blockIdx.y * gridDim.x + blockIdx.x; + int index = blockId * blockDim.x + threadIdx.x;*/ + int index = blockIdx.x * blockDim.x + threadIdx.x; if (index >= n) { return; @@ -71,7 +82,9 @@ namespace StreamCompaction { __global__ void kernScatter(int n, int* odata, const int* tempArray, const int* scannedTempArray, const int* idata) { - int index = threadIdx.x + blockIdx.x * blockDim.x; + /*int blockId = blockIdx.y * gridDim.x + blockIdx.x; + int index = blockId * blockDim.x + threadIdx.x;*/ + int index = blockIdx.x * blockDim.x + threadIdx.x; if (index >= n) { return; @@ -91,7 +104,6 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - int nLog2 = ilog2ceil(n); // Pad the array with zeroes in the event that it isn't a power of two @@ -113,63 +125,57 @@ namespace StreamCompaction { int numArrayBytes = sizeof(int) * newN; // Global memory arrays - int* dev_idata; - int* dev_odata; + int* dev_data; // Kernel configuration - float blockSize = 64.f; + float blockSize = 512.f; dim3 threadsPerBlock(blockSize); - dim3 fullBlocksPerGrid((((float) newN) + blockSize - 1.f) / blockSize); - - // CUDA Mallocs - cudaMalloc((void**)&dev_odata, numArrayBytes); - checkCUDAError("cudaMalloc dev_odata failed!", __LINE__); + float numBlocks = (((float)newN) + blockSize - 1.f) / blockSize; + dim3 fullBlocksPerGrid((unsigned int) numBlocks); - cudaMalloc((void**)&dev_idata, numArrayBytes); - checkCUDAError("cudaMalloc dev_idata failed!", __LINE__); + cudaMalloc((void**)&dev_data, numArrayBytes); + checkCUDAError("cudaMalloc dev_idata failed!"); // Copy the input data array to the device - cudaMemcpy(dev_idata, paddedArray, numArrayBytes, cudaMemcpyHostToDevice); - checkCUDAError("memcpy failed!", __LINE__); - - // Copy the input data array to the output array (needs the initial data to be correct) - cudaMemcpy(dev_odata, dev_idata, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!", __LINE__); + cudaMemcpy(dev_data, paddedArray, numArrayBytes, cudaMemcpyHostToDevice); + checkCUDAError("memcpy failed!"); timer().startGpuTimer(); // Perform the work efficient scan for (int d = 0; d <= nLog2 - 1; ++d) { - kernWorkEfficientScanUpSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_odata, dev_idata); - cudaMemcpy(dev_idata, dev_odata, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!1", __LINE__); + if (n == 1) break; + float numBlocksDynamic = (((float) newN) / pow(2, d + 1) + blockSize - 1.f) / blockSize; + dim3 fullBlocksPerGrid_efficient((unsigned int) numBlocksDynamic); + kernWorkEfficientScanUpSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_data); } // Set the final value of the array to 0 as the first step of the down sweep - kernSetFinalValue << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_odata, dev_idata); - cudaMemcpy(dev_idata, dev_odata, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!2", __LINE__); + // Replace this is a device to host memcpy - ask Josh + kernSetFinalValue << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_data); for (int d = nLog2 - 1; d >= 0; --d) { - kernWorkEfficientScanDownSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_idata, dev_odata); - cudaMemcpy(dev_odata, dev_idata, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!3", __LINE__); + if (n == 1) break; + float numBlocksDynamic = (((float) newN) / pow(2, d + 1) + blockSize - 1.f) / blockSize; + dim3 fullBlocksPerGrid_efficient((unsigned int) numBlocksDynamic); + kernWorkEfficientScanDownSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_data); } timer().endGpuTimer(); - cudaMemcpy(paddedArray, dev_odata, numArrayBytes, cudaMemcpyDeviceToHost); - checkCUDAError("memcpy failed4!", __LINE__); + cudaMemcpy(paddedArray, dev_data, numArrayBytes, cudaMemcpyDeviceToHost); + checkCUDAError("memcpy failed4!"); + // De-pad the zeroes from the array for (int i = 0; i < n; ++i) { odata[i] = paddedArray[i + newN - n]; } - cudaFree(dev_idata); - cudaFree(dev_odata); + cudaFree(dev_data); + delete(paddedArray); } /** @@ -237,38 +243,25 @@ namespace StreamCompaction { cudaMemcpy(dev_sumTempArray, dev_tempArray, numArrayBytes, cudaMemcpyDeviceToDevice); checkCUDAError("memcpy failed!", __LINE__); - // Copy the input data array to the output array (needs the initial data to be correct) - cudaMemcpy(dev_idata, dev_tempArray, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!", __LINE__); - timer().startGpuTimer(); // Perform the work efficient scan - up sweep for (int d = 0; d <= nLog2 - 1; ++d) { dim3 fullBlocksPerGrid_efficient((((float) newN) / pow(2, d + 1) + blockSize - 1.f) / blockSize); - kernWorkEfficientScanUpSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_sumTempArray, dev_idata); - cudaMemcpy(dev_idata, dev_sumTempArray, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!1", __LINE__); + kernWorkEfficientScanUpSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_sumTempArray); } // Set the final value of the array to 0 as the first step of the down sweep - kernSetFinalValue << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_sumTempArray, dev_idata); - cudaMemcpy(dev_idata, dev_sumTempArray, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!2", __LINE__); + kernSetFinalValue << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_sumTempArray); // Perform the work efficient scan - up sweep for (int d = nLog2 - 1; d >= 0; --d) { dim3 fullBlocksPerGrid_efficient((((float) newN) / pow(2, d + 1) + blockSize - 1.f) / blockSize); - kernWorkEfficientScanDownSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_sumTempArray, dev_idata); - cudaMemcpy(dev_idata, dev_sumTempArray, numArrayBytes, cudaMemcpyDeviceToDevice); - checkCUDAError("memcpy failed!3", __LINE__); + kernWorkEfficientScanDownSweep << < fullBlocksPerGrid, threadsPerBlock >> > (newN, d, dev_sumTempArray); } - cudaMemcpy(dev_idata, paddedArray, numArrayBytes, cudaMemcpyHostToDevice); - checkCUDAError("memcpy failed!", __LINE__); - // Scatter kernScatter << < fullBlocksPerGrid, threadsPerBlock >> > (newN, dev_odata, dev_tempArray, dev_sumTempArray, dev_idata); diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1d4a08e..912ac01 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -30,6 +30,12 @@ namespace StreamCompaction { timer().endGpuTimer(); + timer().startGpuTimer(); + + thrust::exclusive_scan(dev_idata.begin(), dev_idata.end(), dev_odata.begin()); + + timer().endGpuTimer(); + thrust::copy(dev_odata.begin(), dev_odata.end(), odata); } } From 8acec9cbd1195dc11ebd00fc18f9fd354c8e047e Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Wed, 20 Sep 2017 18:28:44 -0400 Subject: [PATCH 05/11] updated readme --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 07ad2c3..d692e86 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ This project consists of a series of implementations of the inclusive/exclusive We implement a sequential CPU scan, a non-work-efficient GPU scan (naive), and an actually work-efficient GPU scan. A scan is a prefix sum (assuming an array of integers for now), meaning that the index i in the output array will consist of the sum of each previous element -in the input array. Here's a concrete example of each kind of scan, taken from the slides by Patrick Cozzi and Shehzan Mohammed at: https://docs.google.com/presentation/d/1ETVONA7QDM-WqsEj4qVOGD6Kura5I6E9yqH-7krnwZ0/edit#slide=id.p27 +in the input array. Here's a concrete example of each kind of scan, taken from the slides by Patrick Cozzi and Shehzan Mohammed [here](https://docs.google.com/presentation/d/1ETVONA7QDM-WqsEj4qVOGD6Kura5I6E9yqH-7krnwZ0/edit#slide=id.p27) ![](img/scans.png) @@ -31,6 +31,7 @@ This step is called scatter: Now we are left with our desired array. +## Analysis Here are the analysis results from my implementations: ![](img/graph.png) From cab08f8684fcf33abf897d59c47f49cfd924b0c8 Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Wed, 20 Sep 2017 18:52:38 -0400 Subject: [PATCH 06/11] another readme update --- README.md | 18 +++++++++++++++--- img/graphAllScans.png | Bin 0 -> 43381 bytes img/graphGPU.png | Bin 0 -> 35684 bytes img/graphGPUandCPU.png | Bin 0 -> 44827 bytes 4 files changed, 15 insertions(+), 3 deletions(-) create mode 100644 img/graphAllScans.png create mode 100644 img/graphGPU.png create mode 100644 img/graphGPUandCPU.png diff --git a/README.md b/README.md index d692e86..3224c42 100644 --- a/README.md +++ b/README.md @@ -31,8 +31,20 @@ This step is called scatter: Now we are left with our desired array. -## Analysis +### Analysis Here are the analysis results from my implementations: -![](img/graph.png) -yay it all worked p much \ No newline at end of file +![](img/graphAllScans.png) + +Here we can get a general vibe that the naive parallel scan didn't work so well, the CPU scan performed decently, and adding the work-efficient implementation is a must, and thrust wins easily. + +One major aspect to note is the difference between the two work-efficient parallel scans. One utilizes a naive arrangement of block launching and the other is more intelligent (only launching +threads as needed). In the following graph, we can see that this optimization is what allows the parallel implementation to outperform the CPU implementation: + +![](img/graphGPUandCPU.png) + +Now the work-efficient parallel scan is good, but still, the 3rd party Thrust implementation still by far outperforms all other implementations (as you can see in the first graph too): + +![](graphGPU.png) + +There are further optimizations that can be added to the work-efficient parallel scan that can help it compete with Thrust, such as utilizing shared memory, but they weren't completed for this project (yet!). diff --git a/img/graphAllScans.png b/img/graphAllScans.png new file mode 100644 index 0000000000000000000000000000000000000000..6dd160560d80ce6dea605cb3e9737d7714e59256 GIT binary patch literal 43381 zcmd?RWmJ`27d1@Bp}RY!kp}4$kXAYlAt2qYbfUXrC!7pg`^0(xXkZMzKE}`h)cWiexV=p8mVsFGBK2L2X1ZJ0)+Q*$Rj9y~p9+|wW5j{DqpvT(s4_c`vSrd#jxxLRf|uGk}d4L3+E 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z*n33v)*b9+crNfJpc&DluM^J$Qla9rXF^zkmOKEpl|V^RQGo*$kV*W%&o(yOKT|H; YJsY_7S=8DXd?G4kMU7`=@~__ie_77PT>t<8 From 5a1c763ae28591b481b1ea3c63ac50110eb089dc Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Wed, 20 Sep 2017 18:55:56 -0400 Subject: [PATCH 08/11] readme updateee --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3224c42..1a1e914 100644 --- a/README.md +++ b/README.md @@ -45,6 +45,6 @@ threads as needed). In the following graph, we can see that this optimization is Now the work-efficient parallel scan is good, but still, the 3rd party Thrust implementation still by far outperforms all other implementations (as you can see in the first graph too): -![](graphGPU.png) +![](img/graphGPU.png) There are further optimizations that can be added to the work-efficient parallel scan that can help it compete with Thrust, such as utilizing shared memory, but they weren't completed for this project (yet!). From 562fd3792f8fc270c3a517307100944892bbf2e0 Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Wed, 20 Sep 2017 19:18:59 -0400 Subject: [PATCH 09/11] readme updateee --- README.md | 28 +++++++++++++++++++++++++++- img/downsweep.png | Bin 0 -> 30239 bytes img/naive.png | Bin 0 -> 224385 bytes img/output1.png | Bin 0 -> 31489 bytes img/output2.png | Bin 0 -> 19498 bytes img/upsweep.png | Bin 0 -> 24881 bytes 6 files changed, 27 insertions(+), 1 deletion(-) create mode 100644 img/downsweep.png create mode 100644 img/naive.png create mode 100644 img/output1.png create mode 100644 img/output2.png create mode 100644 img/upsweep.png diff --git a/README.md b/README.md index 1a1e914..2ffb81f 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,24 @@ in the input array. Here's a concrete example of each kind of scan, taken from t ![](img/scans.png) +How do we scan effectively? Well, the naive way would be to run a kernel on every element of the threads and check if a particular element should contribute to the sum. The following image, taken from [this](https://developer.nvidia.com/gpugems/GPUGems3/gpugems3_ch39.html) GPU Gem +shows the algorithm in execution for a sample input array: + +![](img/naive.png) + +Ideally, we don't want to have the GPU do any work for elements that don't contribute to the sum during a later iteration of the algorithm. This naive algorithm requires O(n * log(n)) adds. Turns out, +there is an algorithm that can give us a scan with only O(n) adds (images taken from the aforementioned slides from Patrick and Shehzan): + +In the first step, we perform an "up-sweep" where we can compute some partial sums: + +![](img/upsweep.png) + +After that, we perform a "down-sweep" that completes the other half of our scan: + +![](img/downsweep.png) + +Now that we have a fast way to scan in parallel, we can perform stream compaction in a reasonable amount of time. + Stream Compaction utilizes scans as a way to reduce an array of any integers to an array consisting only of the integers that meet a certain criteria (say, not equal to 0). Taking some images from the same slides as before, here is step 1 to stream compaction - create an array of 1s and 0s indicating whether or not we want to keep a certain element, then run an exclusive scan on that array: @@ -39,7 +57,10 @@ Here are the analysis results from my implementations: Here we can get a general vibe that the naive parallel scan didn't work so well, the CPU scan performed decently, and adding the work-efficient implementation is a must, and thrust wins easily. One major aspect to note is the difference between the two work-efficient parallel scans. One utilizes a naive arrangement of block launching and the other is more intelligent (only launching -threads as needed). In the following graph, we can see that this optimization is what allows the parallel implementation to outperform the CPU implementation: +threads as needed). To be more specific, during the work-efficient algorithm, we are not updating every element of the input array during every iteration of the algorithm - in fact, we are updating +half as many for each iteration. So, we should only have as many threads do work as are needed. + +In the following graph, we can see that this optimization is what allows the parallel implementation to outperform the CPU implementation: ![](img/graphGPUandCPU.png) @@ -48,3 +69,8 @@ Now the work-efficient parallel scan is good, but still, the 3rd party Thrust im ![](img/graphGPU.png) There are further optimizations that can be added to the work-efficient parallel scan that can help it compete with Thrust, such as utilizing shared memory, but they weren't completed for this project (yet!). + +Here is the raw output from the program: +![](img/output1.png) + +![](img/output2.png) \ No newline at end of file diff --git a/img/downsweep.png b/img/downsweep.png new file mode 100644 index 0000000000000000000000000000000000000000..fde90f3ec0e5d57921946d2f6aa5070c37f2374b GIT binary patch literal 30239 zcmd43XH=9+v@P0zq(%YBhy+2P0ZEc`&Iq)kiu>-bfj@4UNj#B&K)yucoWDc|e`DLoYuQ5}1P<5# 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z=O@#~Iu7fHL7+vyUk$$Hh(nL2p~kpSr=izR0Hct^Eg(euqO0Dl-@Gxr`<8019I^uQ zX$ZPlx+}fuLW0`8no0|o?4{}H_F^ly*#2ZiuoGEM$-K0H*=9-^K?}%cRejQ&fn*^^Sd5UeaC3s81jnZ z_ik+@(RE?pIq)6azi`}BIm-e(g-O=+>)zIQ7P?eNn-aR>i9!ng{M& zJP!a!B&*z|?g~OYywl&My@Ou0$etkJQohhSq-Bmv-n`bJww<6Ck#JBZJxks3R+nlO zLOyKL?liscW!jXt(K}!OjfxWYY(i)Y4=YTnA^87)sMRiSbkW1 z(9et&w?X|?X`N$`@Mk>%1oS)S4J-@)OmIVT-XQMH;vb=KNX{EX$Ne)D?pL_ne+z{} zqT~MWo8+&+lx;W(p~InoiL2wP#~$G2t;M8t2S9D57LTK~;dlQ14fXH1gnj7Aj<+Iu zkhAA2SI28KW8E0LlgkF_wewguXlplRxw+`Chy&ySQhioqsGM#2{(b}-A)JN>v8Rx5 vgq9U?Y70=Dz<0>0-Da From 3e6eabb1a50d68db88323c7b90c323a6eaf10b0f Mon Sep 17 00:00:00 2001 From: Joseph Klinger Date: Wed, 20 Sep 2017 19:29:55 -0400 Subject: [PATCH 11/11] updated some stuff --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 2ffb81f..f039fb3 100644 --- a/README.md +++ b/README.md @@ -54,7 +54,7 @@ Here are the analysis results from my implementations: ![](img/graphAllScans.png) -Here we can get a general vibe that the naive parallel scan didn't work so well, the CPU scan performed decently, and adding the work-efficient implementation is a must, and thrust wins easily. +Here we can get a general vibe that the naive parallel scan didn't work so well, the CPU scan performed decently (relying on the cache isn't that bad in this case where we are simply iterating down the array sequentially!), adding the work-efficient optimization is a must, and thrust wins easily. One major aspect to note is the difference between the two work-efficient parallel scans. One utilizes a naive arrangement of block launching and the other is more intelligent (only launching threads as needed). To be more specific, during the work-efficient algorithm, we are not updating every element of the input array during every iteration of the algorithm - in fact, we are updating @@ -68,7 +68,7 @@ Now the work-efficient parallel scan is good, but still, the 3rd party Thrust im ![](img/graphGPU.png) -There are further optimizations that can be added to the work-efficient parallel scan that can help it compete with Thrust, such as utilizing shared memory, but they weren't completed for this project (yet!). +There are further optimizations that can be added to the work-efficient parallel scan that can help it compete with Thrust, such as utilizing shared memory to minimize reads from global memory (a major slowdown), but they weren't completed for this project (yet!). Here is the raw output from the program: ![](img/output1.png)