From 1b272f44841f53f91c3a9a7951f3794af9af4a1b Mon Sep 17 00:00:00 2001 From: Raymond Date: Sat, 18 Sep 2021 16:30:25 -0400 Subject: [PATCH 01/11] Implemented part 1 --- stream_compaction/cpu.cu | 48 ++++++++++++++++++++++++++++++++++++++-- 1 file changed, 46 insertions(+), 2 deletions(-) diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..0ce83fa 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -20,6 +20,13 @@ namespace StreamCompaction { void scan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + // tally a running sum of input data + int sum = 0; + odata[0] = 0; + for (int i = 0; i < n; i++) { + odata[i] = sum; + sum += idata[i]; + } timer().endCpuTimer(); } @@ -31,8 +38,15 @@ namespace StreamCompaction { int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + // if condition is met, scan and scatter at the same time (sort of) + int index = 0; + for (int i = 0; i < n; i++) { + if (idata[i]) { + odata[index++] = idata[i]; + } + } timer().endCpuTimer(); - return -1; + return index; } /** @@ -43,8 +57,38 @@ namespace StreamCompaction { int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + + if (n < 1) { return 0; } + + // boolean buffer + int* ibool = (int*) malloc(n * sizeof(int)); + + // map input array to boolean + for (int i = 0; i < n; i++) { + ibool[i] = (idata[i] != 0); + } + + // scan boolean buffer + // memory error is thrown when calling StreamCompaction::CPU::scan() + int iboolScan = 0; + for (int i = 0; i < n; i++) { + odata[i] = iboolScan; + iboolScan += ibool[i]; + } + + // scatter + for (int i = 0; i < n; i++) { + if (ibool[i]) { + odata[odata[i]] = idata[i]; + } + } + + // count number of elements + int numElements = odata[n - 1] + ibool[n - 1]; + free(ibool); + timer().endCpuTimer(); - return -1; + return numElements; } } } From eddd44ee44f971c9d07532d369b54bb259d76e7a Mon Sep 17 00:00:00 2001 From: Raymond Date: Sat, 18 Sep 2021 20:36:40 -0400 Subject: [PATCH 02/11] Implemented 2 but is less efficient than CPU --- src/main.cpp | 20 ++++++++-- stream_compaction/naive.cu | 82 +++++++++++++++++++++++++++++++++++++- 2 files changed, 97 insertions(+), 5 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 896ac2b..1fa0704 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 << 10; // 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]; @@ -38,18 +38,30 @@ int main(int argc, char* argv[]) { printDesc("cpu scan, power-of-two"); StreamCompaction::CPU::scan(SIZE, b, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - printArray(SIZE, b, true); + //printArray(SIZE, b, true); zeroArray(SIZE, c); printDesc("cpu scan, non-power-of-two"); StreamCompaction::CPU::scan(NPOT, c, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - printArray(NPOT, b, true); - printCmpResult(NPOT, b, c); + //printArray(NPOT, b, true); + //printCmpResult(NPOT, b, c); zeroArray(SIZE, c); printDesc("naive scan, power-of-two"); + + /*printDesc("Array a = "); + printArray(SIZE, a, false); + printDesc("Array b = "); + printArray(SIZE, b, false); + printDesc("Array c = "); + printArray(SIZE, c, false);*/ + StreamCompaction::Naive::scan(SIZE, c, a); + + /*printDesc("Final c = "); + printArray(SIZE, c, false); */ + printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); //printArray(SIZE, c, true); printCmpResult(SIZE, b, c); diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..a1f6eb0 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -3,6 +3,8 @@ #include "common.h" #include "naive.h" +#define blockSize 128 + namespace StreamCompaction { namespace Naive { using StreamCompaction::Common::PerformanceTimer; @@ -12,14 +14,92 @@ namespace StreamCompaction { return timer; } // TODO: __global__ + __global__ void kernResetBuffer(int nPadded, int* dataPadded1, int* dataPadded2) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= nPadded) { + return; + } + + // reset memory + dataPadded1[index] = 0; + dataPadded2[index] = 0; + } + __global__ void kernExclusive(int nPadded, const int* dataPadded1, int* dataPadded2) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= nPadded) { + return; + } + + // if first element, pad with identity. Otherwise copy left element + dataPadded2[index] = (index) ? dataPadded1[index - 1] : 0; + } + + __global__ void kernScanNaive(int nPadded, int depth, const int* dataPadded1, int* dataPadded2) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= nPadded) { + return; + } + + int offset = 1 << depth; + // copy old values that won't be computed + if (index < offset) { + dataPadded2[index] = dataPadded1[index]; + return; + } + + // compute new values + dataPadded2[index] = dataPadded1[index - offset] + dataPadded1[index]; + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); // TODO + if (n < 1) { return; } + + // allocate two buffers padded to a power of 2. + int depth = ilog2ceil(n); + int nPadded = 1 << depth; + + int* dev_dataPadded1; int* dev_dataPadded2; + cudaMalloc((void**)&dev_dataPadded1, nPadded * sizeof(int)); + checkCUDAError("cudaMalloc dev_dataExtended1 failed!"); + cudaMalloc((void**)&dev_dataPadded2, nPadded * sizeof(int)); + checkCUDAError("cudaMalloc dev_dataExtended2 failed!"); + + // instantiate blocks + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid(nPadded / threadsPerBlock.x + 1); + + // reset idata buffer to 0, reset odata buffer to quiet_NaN + kernResetBuffer<<>>(nPadded, dev_dataPadded1, dev_dataPadded2); + + // copy idata to device memory + cudaMemcpy(dev_dataPadded1, idata, n * sizeof(int), cudaMemcpyHostToDevice); + cudaMemcpy(dev_dataPadded2, idata, n * sizeof(int), cudaMemcpyHostToDevice); + // cudaDeviceSynchronize(); + + // begin scan process + timer().startGpuTimer(); + for (int i = 0; i < depth; i++) { + // perform partial scan on depth i + kernScanNaive<<>>(nPadded, i, dev_dataPadded1, dev_dataPadded2); + // swap to avoid race conditions + std::swap(dev_dataPadded1, dev_dataPadded2); + } + + // make scan exclusive + kernExclusive<<>>(nPadded, dev_dataPadded1, dev_dataPadded2); + // cudaDeviceSynchronize(); + + // copy scan back to host + cudaMemcpy(odata, dev_dataPadded2, n * sizeof(int), cudaMemcpyDeviceToHost); timer().endGpuTimer(); + + // free local buffers + cudaFree(dev_dataPadded1); + cudaFree(dev_dataPadded2); } } } From 554f7b3b659f75022c3cd38888a11aab1b770c18 Mon Sep 17 00:00:00 2001 From: Raymond Date: Sun, 19 Sep 2021 19:41:24 -0400 Subject: [PATCH 03/11] some small improvements but still fails to beat CPU --- src/main.cpp | 4 ++-- stream_compaction/naive.cu | 22 ++++++++++++++++------ 2 files changed, 18 insertions(+), 8 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 1fa0704..9dee17d 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,7 +13,7 @@ #include #include "testing_helpers.hpp" -const int SIZE = 1 << 10; // feel free to change the size of array +const int SIZE = 1 << 14; // 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]; @@ -45,7 +45,7 @@ int main(int argc, char* argv[]) { StreamCompaction::CPU::scan(NPOT, c, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); //printArray(NPOT, b, true); - //printCmpResult(NPOT, b, c); + printCmpResult(NPOT, b, c); zeroArray(SIZE, c); printDesc("naive scan, power-of-two"); diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index a1f6eb0..f687587 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -25,6 +25,17 @@ namespace StreamCompaction { dataPadded2[index] = 0; } + __global__ void kernCpyArr(int nPadded, int* dataPadded1, const int* dataPadded2) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= nPadded) { + return; + } + + // reset memory + dataPadded1[index] = dataPadded2[index]; + + } + __global__ void kernExclusive(int nPadded, const int* dataPadded1, int* dataPadded2) { int index = threadIdx.x + (blockIdx.x * blockDim.x); if (index >= nPadded) { @@ -62,22 +73,21 @@ namespace StreamCompaction { int depth = ilog2ceil(n); int nPadded = 1 << depth; - int* dev_dataPadded1; int* dev_dataPadded2; + int* dev_dataPadded1; int* dev_dataPadded2, int* temp; cudaMalloc((void**)&dev_dataPadded1, nPadded * sizeof(int)); checkCUDAError("cudaMalloc dev_dataExtended1 failed!"); cudaMalloc((void**)&dev_dataPadded2, nPadded * sizeof(int)); checkCUDAError("cudaMalloc dev_dataExtended2 failed!"); - // instantiate blocks + // set blocks and threads dim3 threadsPerBlock(blockSize); - dim3 fullBlocksPerGrid(nPadded / threadsPerBlock.x + 1); + dim3 fullBlocksPerGrid(std::ceil((double) nPadded / blockSize)); // reset idata buffer to 0, reset odata buffer to quiet_NaN kernResetBuffer<<>>(nPadded, dev_dataPadded1, dev_dataPadded2); // copy idata to device memory cudaMemcpy(dev_dataPadded1, idata, n * sizeof(int), cudaMemcpyHostToDevice); - cudaMemcpy(dev_dataPadded2, idata, n * sizeof(int), cudaMemcpyHostToDevice); // cudaDeviceSynchronize(); // begin scan process @@ -91,11 +101,11 @@ namespace StreamCompaction { // make scan exclusive kernExclusive<<>>(nPadded, dev_dataPadded1, dev_dataPadded2); - // cudaDeviceSynchronize(); + cudaDeviceSynchronize(); + timer().endGpuTimer(); // copy scan back to host cudaMemcpy(odata, dev_dataPadded2, n * sizeof(int), cudaMemcpyDeviceToHost); - timer().endGpuTimer(); // free local buffers cudaFree(dev_dataPadded1); From 89932fc4ac8adb67f945819a6f473f7f8afd176a Mon Sep 17 00:00:00 2001 From: Raymond Date: Mon, 20 Sep 2021 13:48:43 -0400 Subject: [PATCH 04/11] Implemented efficient scan, no efficient compact. 2x Slower than naive scan --- src/main.cpp | 22 ++++++++++--- stream_compaction/common.h | 2 ++ stream_compaction/efficient.cu | 58 ++++++++++++++++++++++++++++++++++ stream_compaction/naive.cu | 30 ++---------------- 4 files changed, 80 insertions(+), 32 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 9dee17d..6925f45 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -6,6 +6,8 @@ * @copyright University of Pennsylvania */ +#define fibonacciArr 1 + #include #include #include @@ -13,7 +15,12 @@ #include #include "testing_helpers.hpp" -const int SIZE = 1 << 14; // feel free to change the size of array +#ifdef fibonacciArr +const int SIZE = 1 << 3; // feel free to change the size of array +#else +const int SIZE = 1 << 14; // feel free to change the size of array +#endif // !fibonacciArr + const int NPOT = SIZE - 3; // Non-Power-Of-Two int *a = new int[SIZE]; int *b = new int[SIZE]; @@ -27,8 +34,15 @@ int main(int argc, char* argv[]) { printf("** SCAN TESTS **\n"); printf("****************\n"); +#ifdef fibonacciArr + for (int i = 0; i < SIZE; i++) { + a[i] = i; + } +#else genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case - a[SIZE - 1] = 0; + a[SIZE - 1] = 0; +#endif // !fibonacciArr + printArray(SIZE, a, true); // initialize b using StreamCompaction::CPU::scan you implement @@ -83,14 +97,14 @@ int main(int argc, char* argv[]) { 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); diff --git a/stream_compaction/common.h b/stream_compaction/common.h index d2c1fed..c4ca0de 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -13,6 +13,8 @@ #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) +#define blockSize 128 + /** * Check for CUDA errors; print and exit if there was a problem. */ diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..8ff24f8 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,13 +12,71 @@ namespace StreamCompaction { return timer; } + __global__ void kernUpSweepIter(int nPadded, int depth, int* dataPadded) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= nPadded) { + return; + } + + dataPadded[index + (1 << (depth + 1)) - 1] += index % (1 << (depth + 1)) == 0 ? dataPadded[index + (1 << depth) - 1] : 0; + } + + __global__ void kernDownSweepIter(int nPadded, int depth, int* dataPadded) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= nPadded) { + return; + } + + int offsetPlus = 1 << (depth + 1); + if (index % offsetPlus == 0) { + int temp = dataPadded[index + (offsetPlus >> 1) - 1]; + dataPadded[index + (offsetPlus >> 1) - 1] = dataPadded[index + offsetPlus - 1]; + dataPadded[index + offsetPlus - 1] += temp; + } + } + + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + + if (n < 1) { return; } + + // allocate a buffer padded to a power of 2. + int depth = ilog2ceil(n); + int nPadded = 1 << depth; + + int* dev_dataPadded; + cudaMalloc((void**)&dev_dataPadded, nPadded * sizeof(int)); + checkCUDAError("cudaMalloc dev_dataPadded failed!"); + + // set blocks and threads + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid(std::ceil((double)nPadded / blockSize)); + + // copy idata to device memory + cudaMemset(dev_dataPadded, 0, nPadded * sizeof(int)); + cudaMemcpy(dev_dataPadded, idata, n * sizeof(int), cudaMemcpyHostToDevice); + timer().startGpuTimer(); // TODO + // perform upsweep on idata + for (int i = 0; i < depth; i++) { + kernUpSweepIter<<>>(nPadded, i, dev_dataPadded); + } + + // perform downsweep on idata + cudaMemset(dev_dataPadded + nPadded - 1, 0, sizeof(int)); + for (int i = depth - 1; i >= 0; i--) { + kernDownSweepIter<<>>(nPadded, i, dev_dataPadded); + } + + cudaDeviceSynchronize(); timer().endGpuTimer(); + + // copy scan back to host + cudaMemcpy(odata, dev_dataPadded, n * sizeof(int), cudaMemcpyDeviceToHost); } /** diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index f687587..39ff170 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -3,8 +3,6 @@ #include "common.h" #include "naive.h" -#define blockSize 128 - namespace StreamCompaction { namespace Naive { using StreamCompaction::Common::PerformanceTimer; @@ -14,27 +12,6 @@ namespace StreamCompaction { return timer; } // TODO: __global__ - __global__ void kernResetBuffer(int nPadded, int* dataPadded1, int* dataPadded2) { - int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index >= nPadded) { - return; - } - - // reset memory - dataPadded1[index] = 0; - dataPadded2[index] = 0; - } - - __global__ void kernCpyArr(int nPadded, int* dataPadded1, const int* dataPadded2) { - int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index >= nPadded) { - return; - } - - // reset memory - dataPadded1[index] = dataPadded2[index]; - - } __global__ void kernExclusive(int nPadded, const int* dataPadded1, int* dataPadded2) { int index = threadIdx.x + (blockIdx.x * blockDim.x); @@ -73,7 +50,7 @@ namespace StreamCompaction { int depth = ilog2ceil(n); int nPadded = 1 << depth; - int* dev_dataPadded1; int* dev_dataPadded2, int* temp; + int* dev_dataPadded1; int* dev_dataPadded2; cudaMalloc((void**)&dev_dataPadded1, nPadded * sizeof(int)); checkCUDAError("cudaMalloc dev_dataExtended1 failed!"); cudaMalloc((void**)&dev_dataPadded2, nPadded * sizeof(int)); @@ -82,13 +59,10 @@ namespace StreamCompaction { // set blocks and threads dim3 threadsPerBlock(blockSize); dim3 fullBlocksPerGrid(std::ceil((double) nPadded / blockSize)); - - // reset idata buffer to 0, reset odata buffer to quiet_NaN - kernResetBuffer<<>>(nPadded, dev_dataPadded1, dev_dataPadded2); // copy idata to device memory + cudaMemset(dev_dataPadded1, 0, nPadded * sizeof(int)); cudaMemcpy(dev_dataPadded1, idata, n * sizeof(int), cudaMemcpyHostToDevice); - // cudaDeviceSynchronize(); // begin scan process timer().startGpuTimer(); From cfec053a540040c0e3e1a8fa59c9e45c14015ebb Mon Sep 17 00:00:00 2001 From: Raymond Date: Tue, 21 Sep 2021 01:26:35 -0400 Subject: [PATCH 05/11] implemented work efficient and thrust --- src/main.cpp | 65 ++++++++++++----- stream_compaction/common.cu | 19 ++++- stream_compaction/common.h | 3 +- stream_compaction/cpu.cu | 7 +- stream_compaction/efficient.cu | 126 ++++++++++++++++++++++++++++++--- stream_compaction/naive.cu | 12 +++- stream_compaction/thrust.cu | 8 +++ 7 files changed, 205 insertions(+), 35 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 6925f45..2544afe 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -6,7 +6,12 @@ * @copyright University of Pennsylvania */ -#define fibonacciArr 1 +// 4 - ones +// 3 - fibonacci 1 - 8 +// 2 - fibonacci 7 - 0 +// 1 - fibonacci 0 - 7 +// 0 - default, randomized +#define arrTestType 0 #include #include @@ -15,11 +20,11 @@ #include #include "testing_helpers.hpp" -#ifdef fibonacciArr +#if arrTestType const int SIZE = 1 << 3; // feel free to change the size of array #else -const int SIZE = 1 << 14; // feel free to change the size of array -#endif // !fibonacciArr +const int SIZE = 1 << 20; // feel free to change the size of array +#endif const int NPOT = SIZE - 3; // Non-Power-Of-Two int *a = new int[SIZE]; @@ -32,16 +37,26 @@ int main(int argc, char* argv[]) { printf("\n"); printf("****************\n"); printf("** SCAN TESTS **\n"); - printf("****************\n"); + printf("****************\n\n"); -#ifdef fibonacciArr +#if arrTestType == 4 + onesArray(SIZE, a); +#elif arrTestType == 3 + for (int i = 0; i < SIZE; i++) { + a[i] = i + 1; + } +#elif arrTestType == 2 + for (int i = 0; i < SIZE; i++) { + a[i] = SIZE - i; + } +#elif arrTestType == 1 for (int i = 0; i < SIZE; i++) { a[i] = i; } #else genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case a[SIZE - 1] = 0; -#endif // !fibonacciArr +#endif printArray(SIZE, a, true); @@ -52,7 +67,7 @@ int main(int argc, char* argv[]) { printDesc("cpu scan, power-of-two"); StreamCompaction::CPU::scan(SIZE, b, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - //printArray(SIZE, b, true); + printArray(SIZE, b, true); zeroArray(SIZE, c); printDesc("cpu scan, non-power-of-two"); @@ -97,14 +112,14 @@ int main(int argc, char* argv[]) { 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, false); 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, false); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); @@ -128,8 +143,24 @@ int main(int argc, char* argv[]) { // Compaction tests - genArray(SIZE - 1, a, 4); // Leave a 0 at the end to test that edge case - a[SIZE - 1] = 0; +#if arrTestType == 4 + onesArray(SIZE, a); +#elif arrTestType == 3 + for (int i = 0; i < SIZE; i++) { + a[i] = i + 1; + } +#elif arrTestType == 2 + for (int i = 0; i < SIZE; i++) { + a[i] = SIZE - i; + } +#elif arrTestType == 1 + for (int i = 0; i < SIZE; i++) { + a[i] = i; + } +#else + genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case + a[SIZE - 1] = 0; +#endif printArray(SIZE, a, true); int count, expectedCount, expectedNPOT; @@ -141,7 +172,7 @@ int main(int argc, char* argv[]) { count = StreamCompaction::CPU::compactWithoutScan(SIZE, b, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); expectedCount = count; - printArray(count, b, true); + //printArray(count, b, true); printCmpLenResult(count, expectedCount, b, b); zeroArray(SIZE, c); @@ -149,28 +180,28 @@ int main(int argc, char* argv[]) { count = StreamCompaction::CPU::compactWithoutScan(NPOT, c, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); expectedNPOT = count; - printArray(count, c, true); + //printArray(count, c, false); printCmpLenResult(count, expectedNPOT, b, c); zeroArray(SIZE, c); printDesc("cpu compact with scan"); count = StreamCompaction::CPU::compactWithScan(SIZE, c, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - printArray(count, c, true); + //printArray(count, c, false); 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, false); 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, false); printCmpLenResult(count, expectedNPOT, b, c); system("pause"); // stop Win32 console from closing on exit diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2ed6d63..689f78a 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -22,8 +22,16 @@ namespace StreamCompaction { * Maps an array to an array of 0s and 1s for stream compaction. Elements * which map to 0 will be removed, and elements which map to 1 will be kept. */ - __global__ void kernMapToBoolean(int n, int *bools, const int *idata) { + __global__ void kernMapToBoolean(int n, int *bools1, int *bools2, const int *idata) { // TODO + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n) { + return; + } + + int result = idata[index] != 0; + bools1[index] = result; + bools2[index] = result; } /** @@ -33,7 +41,14 @@ namespace StreamCompaction { __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices) { // TODO - } + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n) { + return; + } + if (bools[index]) { + odata[indices[index]] = idata[index]; + } + } } } diff --git a/stream_compaction/common.h b/stream_compaction/common.h index c4ca0de..52a0d0b 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -14,6 +14,7 @@ #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) #define blockSize 128 +#define useCommon 1 /** * Check for CUDA errors; print and exit if there was a problem. @@ -34,7 +35,7 @@ inline int ilog2ceil(int x) { namespace StreamCompaction { namespace Common { - __global__ void kernMapToBoolean(int n, int *bools, const int *idata); + __global__ void kernMapToBoolean(int n, int *bools1, int *bools2, const int *idata); __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices); diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 0ce83fa..1520007 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -22,7 +22,6 @@ namespace StreamCompaction { // TODO // tally a running sum of input data int sum = 0; - odata[0] = 0; for (int i = 0; i < n; i++) { odata[i] = sum; sum += idata[i]; @@ -65,7 +64,7 @@ namespace StreamCompaction { // map input array to boolean for (int i = 0; i < n; i++) { - ibool[i] = (idata[i] != 0); + ibool[i] = idata[i] != 0; } // scan boolean buffer @@ -76,6 +75,8 @@ namespace StreamCompaction { iboolScan += ibool[i]; } + int numElements = odata[n - 1] + ibool[n - 1]; + // scatter for (int i = 0; i < n; i++) { if (ibool[i]) { @@ -83,8 +84,6 @@ namespace StreamCompaction { } } - // count number of elements - int numElements = odata[n - 1] + ibool[n - 1]; free(ibool); timer().endCpuTimer(); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 8ff24f8..69b35fd 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -18,7 +18,11 @@ namespace StreamCompaction { return; } - dataPadded[index + (1 << (depth + 1)) - 1] += index % (1 << (depth + 1)) == 0 ? dataPadded[index + (1 << depth) - 1] : 0; + int offset = 1 << (depth + 1); + + if (index % offset == 0) { + dataPadded[index + offset - 1] += dataPadded[index + (offset >> 1) - 1]; + } } __global__ void kernDownSweepIter(int nPadded, int depth, int* dataPadded) { @@ -27,11 +31,11 @@ namespace StreamCompaction { return; } - int offsetPlus = 1 << (depth + 1); - if (index % offsetPlus == 0) { - int temp = dataPadded[index + (offsetPlus >> 1) - 1]; - dataPadded[index + (offsetPlus >> 1) - 1] = dataPadded[index + offsetPlus - 1]; - dataPadded[index + offsetPlus - 1] += temp; + int offset = 1 << (depth + 1); + if (index % offset == 0) { + int temp = dataPadded[index + (offset >> 1) - 1]; + dataPadded[index + (offset >> 1) - 1] = dataPadded[index + offset - 1]; + dataPadded[index + offset - 1] += temp; } } @@ -57,26 +61,47 @@ namespace StreamCompaction { // copy idata to device memory cudaMemset(dev_dataPadded, 0, nPadded * sizeof(int)); + checkCUDAError("cudaMemset dev_dataPadded failed!"); cudaMemcpy(dev_dataPadded, idata, n * sizeof(int), cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_dataPadded failed!"); timer().startGpuTimer(); // TODO // perform upsweep on idata for (int i = 0; i < depth; i++) { kernUpSweepIter<<>>(nPadded, i, dev_dataPadded); + checkCUDAError("kernUpSweepIter failed!"); } // perform downsweep on idata cudaMemset(dev_dataPadded + nPadded - 1, 0, sizeof(int)); + checkCUDAError("cudaMemset dev_dataPadded + nPadded - 1 failed!"); for (int i = depth - 1; i >= 0; i--) { kernDownSweepIter<<>>(nPadded, i, dev_dataPadded); + checkCUDAError("kernDownSweepIter failed!"); } cudaDeviceSynchronize(); + checkCUDAError("cudaDeviceSynchronize failed!"); timer().endGpuTimer(); // copy scan back to host cudaMemcpy(odata, dev_dataPadded, n * sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy dev_dataPadded failed!"); + + cudaFree(dev_dataPadded); + checkCUDAError("cudaFree dev_dataPadded failed!"); + } + + __global__ void kernScatter(int nPadded, const int* idata, int* odata, const int* dataPadded) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= nPadded) { + return; + } + + if (idata[index]) { + odata[dataPadded[index]] = idata[index]; + } } /** @@ -89,10 +114,95 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { - timer().startGpuTimer(); // TODO + + if (n < 1) { return -1; } + + // allocate a buffer padded to a power of 2. + int depth = ilog2ceil(n); + int nPadded = 1 << depth; + + // calling kernels means we cannot directly index into idata. Need to have a device copy + int* dev_dataPadded; + cudaMalloc((void**)&dev_dataPadded, n * sizeof(int)); + checkCUDAError("cudaMalloc dev_dataPadded failed!"); + cudaMemset(dev_dataPadded, 0, n * sizeof(int)); + checkCUDAError("cudaMemset dev_dataPadded failed!"); + cudaMemcpy(dev_dataPadded, idata, n * sizeof(int), cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_dataPadded failed!"); + + // mapping of true and false for idata + int* dev_bools; + cudaMalloc((void**)&dev_bools, n * sizeof(int)); + checkCUDAError("cudaMalloc dev_bools failed!"); + + // array that will be scanned into + int* dev_index; + cudaMalloc((void**)&dev_index, nPadded * sizeof(int)); + checkCUDAError("cudaMalloc dev_index failed!"); + cudaMemset(dev_index, 0, nPadded * sizeof(int)); + checkCUDAError("cudaMemset dev_index failed!"); + + int* dev_odata; + cudaMalloc((void**)&dev_odata, n * sizeof(int)); + checkCUDAError("cudaMalloc dev_odata failed!"); + + // set blocks and threads + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid(std::ceil((double) nPadded / blockSize)); + + timer().startGpuTimer(); + + // SCAN + StreamCompaction::Common::kernMapToBoolean << > > (n, dev_bools, dev_index, dev_dataPadded); + checkCUDAError("kernMapToBoolean failed!"); + + + + // perform upsweep on idata + for (int i = 0; i < depth; i++) { + kernUpSweepIter << > > (nPadded, i, dev_index); + checkCUDAError("kernUpSweepIter failed!"); + } + + // perform downsweep on idata + cudaMemset(dev_index + nPadded - 1, 0, sizeof(int)); + checkCUDAError("cudaMemset dev_dataPadded + nPadded - 1 failed!"); + for (int i = depth - 1; i >= 0; i--) { + kernDownSweepIter<<>>(nPadded, i, dev_index); + checkCUDAError("kernDownSweepIter failed!"); + } + + // SCATTER + StreamCompaction::Common::kernScatter << > > (n, dev_odata, dev_dataPadded, dev_bools, dev_index); + checkCUDAError("kernScatter failed!"); + cudaDeviceSynchronize(); + checkCUDAError("cudaDeviceSynchronize failed!"); + timer().endGpuTimer(); - return -1; + + // return compact to odata + cudaMemcpy(odata, dev_odata, n * sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy dev_bools failed!"); + + // return final index and bool to host to calculate number of elements + int idx, val; + cudaMemcpy((void*)&idx, dev_index + n - 1, sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy idx failed!"); + cudaMemcpy((void*)&val, dev_bools + n - 1, sizeof(int), cudaMemcpyDeviceToHost); + checkCUDAError("cudaMemcpy val failed!"); + + // free + cudaFree(dev_dataPadded); + checkCUDAError("cudaFree dev_dataPadded failed!"); + cudaFree(dev_bools); + checkCUDAError("cudaFree dev_bools failed!"); + cudaFree(dev_index); + checkCUDAError("cudaFree dev_index failed!"); + cudaFree(dev_odata); + checkCUDAError("cudaFree dev_odata failed!"); + + return idx + val; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 39ff170..894f284 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -62,7 +62,9 @@ namespace StreamCompaction { // copy idata to device memory cudaMemset(dev_dataPadded1, 0, nPadded * sizeof(int)); - cudaMemcpy(dev_dataPadded1, idata, n * sizeof(int), cudaMemcpyHostToDevice); + checkCUDAError("cudaMemset dev_dataPadded1 failed!"); + cudaMemcpy(dev_dataPadded1, idata, n * sizeof(int), cudaMemcpyHostToDevice); + checkCUDAError("cudaMemcpy dev_dataPadded1 failed!"); // begin scan process timer().startGpuTimer(); @@ -76,14 +78,18 @@ namespace StreamCompaction { // make scan exclusive kernExclusive<<>>(nPadded, dev_dataPadded1, dev_dataPadded2); cudaDeviceSynchronize(); + checkCUDAError("cudaDeviceSynchronize failed!"); timer().endGpuTimer(); // copy scan back to host cudaMemcpy(odata, dev_dataPadded2, n * sizeof(int), cudaMemcpyDeviceToHost); - + checkCUDAError("cudaMemcpy dev_dataPadded2 failed!"); + // free local buffers cudaFree(dev_dataPadded1); - cudaFree(dev_dataPadded2); + checkCUDAError("cudaFree dev_dataPadded1 failed!"); + cudaFree(dev_dataPadded2); + checkCUDAError("cudaFree dev_dataPadded2 failed!"); } } } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..4a30358 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -18,10 +18,18 @@ 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 h_thrust_vec(idata, idata + n); + thrust::device_vector dev_thrust_vec(h_thrust_vec); + + thrust::device_vector dv_out(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_thrust_vec.begin(), dev_thrust_vec.end(), dv_out.begin()); + thrust::copy(dv_out.begin(), dv_out.end(), odata); timer().endGpuTimer(); } } From d2e4d5ac810a0a2325442d4e26c23161c78f2cdf Mon Sep 17 00:00:00 2001 From: Raymond Date: Tue, 21 Sep 2021 15:22:13 -0400 Subject: [PATCH 06/11] Testing center align on readme --- README.md | 28 ++- src/main.cpp | 398 ++++++++++++++++++------------------ stream_compaction/naive.cu | 7 +- stream_compaction/thrust.cu | 3 +- 4 files changed, 224 insertions(+), 212 deletions(-) diff --git a/README.md b/README.md index 0e38ddb..435d6db 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,28 @@ -CUDA Stream Compaction +Project 2 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) +* Raymond Yang + * [LinkedIn](https://www.linkedin.com/in/raymond-yang-b85b19168) + * Tested on: + * 09/21/2021 + * Windows 10 + * NVIDIA GeForce GTX 1080 Ti. + * Submitted on: 09/21/2021 -### (TODO: Your README) +## Introduction +The objective of this assignment was to implement Stream Compaction. Stream compaction involves two main processes: +* Scan +

+ +

-Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) +## Naive Implementation + +## Work Efficient Implementation + +## Limitations of Current Design + +## Data Analysis diff --git a/src/main.cpp b/src/main.cpp index 2544afe..a1ef996 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -1,211 +1,211 @@ -/** - * @file main.cpp - * @brief Stream compaction test program - * @authors Kai Ninomiya - * @date 2015 - * @copyright University of Pennsylvania - */ - -// 4 - ones -// 3 - fibonacci 1 - 8 -// 2 - fibonacci 7 - 0 -// 1 - fibonacci 0 - 7 -// 0 - default, randomized -#define arrTestType 0 - -#include -#include -#include -#include -#include -#include "testing_helpers.hpp" - +/** + * @file main.cpp + * @brief Stream compaction test program + * @authors Kai Ninomiya + * @date 2015 + * @copyright University of Pennsylvania + */ + +// 4 - ones +// 3 - fibonacci 1 - 8 +// 2 - fibonacci 7 - 0 +// 1 - fibonacci 0 - 7 +// 0 - default, randomized +#define arrTestType 0 + +#include +#include +#include +#include +#include +#include "testing_helpers.hpp" + #if arrTestType const int SIZE = 1 << 3; // feel free to change the size of array #else const int SIZE = 1 << 20; // feel free to change the size of array -#endif - -const int NPOT = SIZE - 3; // Non-Power-Of-Two -int *a = new int[SIZE]; -int *b = new int[SIZE]; -int *c = new int[SIZE]; - -int main(int argc, char* argv[]) { - // Scan tests - - printf("\n"); - printf("****************\n"); - printf("** SCAN TESTS **\n"); - printf("****************\n\n"); - -#if arrTestType == 4 - onesArray(SIZE, a); -#elif arrTestType == 3 - for (int i = 0; i < SIZE; i++) { - a[i] = i + 1; - } -#elif arrTestType == 2 - for (int i = 0; i < SIZE; i++) { - a[i] = SIZE - i; - } +#endif + +const int NPOT = SIZE - 3; // Non-Power-Of-Two +int *a = new int[SIZE]; +int *b = new int[SIZE]; +int *c = new int[SIZE]; + +int main(int argc, char* argv[]) { + // Scan tests + + printf("\n"); + printf("****************\n"); + printf("** SCAN TESTS **\n"); + printf("****************\n\n"); + +#if arrTestType == 4 + onesArray(SIZE, a); +#elif arrTestType == 3 + for (int i = 0; i < SIZE; i++) { + a[i] = i + 1; + } +#elif arrTestType == 2 + for (int i = 0; i < SIZE; i++) { + a[i] = SIZE - i; + } #elif arrTestType == 1 - for (int i = 0; i < SIZE; i++) { - a[i] = i; + for (int i = 0; i < SIZE; i++) { + a[i] = i; } #else - genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case + genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case a[SIZE - 1] = 0; -#endif - - printArray(SIZE, a, true); - - // initialize b using StreamCompaction::CPU::scan you implement - // We use b for further comparison. Make sure your StreamCompaction::CPU::scan is correct. - // At first all cases passed because b && c are all zeroes. - zeroArray(SIZE, b); - printDesc("cpu scan, power-of-two"); - StreamCompaction::CPU::scan(SIZE, b, a); - printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - printArray(SIZE, b, true); - - zeroArray(SIZE, c); - printDesc("cpu scan, non-power-of-two"); - StreamCompaction::CPU::scan(NPOT, c, a); - printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - //printArray(NPOT, b, true); - printCmpResult(NPOT, b, c); - - zeroArray(SIZE, c); - printDesc("naive scan, power-of-two"); - - /*printDesc("Array a = "); - printArray(SIZE, a, false); - printDesc("Array b = "); - printArray(SIZE, b, false); - printDesc("Array c = "); - printArray(SIZE, c, false);*/ - - StreamCompaction::Naive::scan(SIZE, c, a); - - /*printDesc("Final c = "); - printArray(SIZE, c, false); */ - - printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); - printCmpResult(SIZE, b, c); - - /* For bug-finding only: Array of 1s to help find bugs in stream compaction or scan - onesArray(SIZE, c); - printDesc("1s array for finding bugs"); - StreamCompaction::Naive::scan(SIZE, c, a); - printArray(SIZE, c, true); */ - - 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); - 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, false); - 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, false); - 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); - 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); - printCmpResult(NPOT, b, c); - - printf("\n"); - printf("*****************************\n"); - printf("** STREAM COMPACTION TESTS **\n"); - printf("*****************************\n"); - - // Compaction tests - -#if arrTestType == 4 - onesArray(SIZE, a); -#elif arrTestType == 3 - for (int i = 0; i < SIZE; i++) { - a[i] = i + 1; - } -#elif arrTestType == 2 - for (int i = 0; i < SIZE; i++) { - a[i] = SIZE - i; - } +#endif + + printArray(SIZE, a, true); + + // initialize b using StreamCompaction::CPU::scan you implement + // We use b for further comparison. Make sure your StreamCompaction::CPU::scan is correct. + // At first all cases passed because b && c are all zeroes. + zeroArray(SIZE, b); + printDesc("cpu scan, power-of-two"); + StreamCompaction::CPU::scan(SIZE, b, a); + printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); + //printArray(SIZE, b, true); + + zeroArray(SIZE, c); + printDesc("cpu scan, non-power-of-two"); + StreamCompaction::CPU::scan(NPOT, c, a); + printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); + //printArray(NPOT, b, true); + printCmpResult(NPOT, b, c); + + zeroArray(SIZE, c); + printDesc("naive scan, power-of-two"); + + /*printDesc("Array a = "); + printArray(SIZE, a, false); + printDesc("Array b = "); + printArray(SIZE, b, false); + printDesc("Array c = "); + printArray(SIZE, c, false);*/ + + StreamCompaction::Naive::scan(SIZE, c, a); + + /*printDesc("Final c = "); + printArray(SIZE, c, false); */ + + printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); + //printArray(SIZE, c, true); + printCmpResult(SIZE, b, c); + + /* For bug-finding only: Array of 1s to help find bugs in stream compaction or scan + onesArray(SIZE, c); + printDesc("1s array for finding bugs"); + StreamCompaction::Naive::scan(SIZE, c, a); + printArray(SIZE, c, true); */ + + 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); + 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, false); + 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, false); + 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); + 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); + printCmpResult(NPOT, b, c); + + printf("\n"); + printf("*****************************\n"); + printf("** STREAM COMPACTION TESTS **\n"); + printf("*****************************\n"); + + // Compaction tests + +#if arrTestType == 4 + onesArray(SIZE, a); +#elif arrTestType == 3 + for (int i = 0; i < SIZE; i++) { + a[i] = i + 1; + } +#elif arrTestType == 2 + for (int i = 0; i < SIZE; i++) { + a[i] = SIZE - i; + } #elif arrTestType == 1 - for (int i = 0; i < SIZE; i++) { - a[i] = i; + for (int i = 0; i < SIZE; i++) { + a[i] = i; } #else - genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case + genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case a[SIZE - 1] = 0; -#endif - printArray(SIZE, a, true); - - int count, expectedCount, expectedNPOT; - - // initialize b using StreamCompaction::CPU::compactWithoutScan you implement - // We use b for further comparison. Make sure your StreamCompaction::CPU::compactWithoutScan is correct. - zeroArray(SIZE, b); - printDesc("cpu compact without scan, power-of-two"); - count = StreamCompaction::CPU::compactWithoutScan(SIZE, b, a); - printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - expectedCount = count; - //printArray(count, b, true); - printCmpLenResult(count, expectedCount, b, b); - - zeroArray(SIZE, c); - printDesc("cpu compact without scan, non-power-of-two"); - count = StreamCompaction::CPU::compactWithoutScan(NPOT, c, a); - printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - expectedNPOT = count; - //printArray(count, c, false); - printCmpLenResult(count, expectedNPOT, b, c); - - zeroArray(SIZE, c); - printDesc("cpu compact with scan"); - count = StreamCompaction::CPU::compactWithScan(SIZE, c, a); - printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); - //printArray(count, c, false); - 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, false); - 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, false); - printCmpLenResult(count, expectedNPOT, b, c); - - system("pause"); // stop Win32 console from closing on exit - delete[] a; - delete[] b; - delete[] c; -} +#endif + printArray(SIZE, a, true); + + int count, expectedCount, expectedNPOT; + + // initialize b using StreamCompaction::CPU::compactWithoutScan you implement + // We use b for further comparison. Make sure your StreamCompaction::CPU::compactWithoutScan is correct. + zeroArray(SIZE, b); + printDesc("cpu compact without scan, power-of-two"); + count = StreamCompaction::CPU::compactWithoutScan(SIZE, b, a); + printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); + expectedCount = count; + //printArray(count, b, true); + printCmpLenResult(count, expectedCount, b, b); + + zeroArray(SIZE, c); + printDesc("cpu compact without scan, non-power-of-two"); + count = StreamCompaction::CPU::compactWithoutScan(NPOT, c, a); + printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); + expectedNPOT = count; + //printArray(count, c, false); + printCmpLenResult(count, expectedNPOT, b, c); + + zeroArray(SIZE, c); + printDesc("cpu compact with scan"); + count = StreamCompaction::CPU::compactWithScan(SIZE, c, a); + printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); + //printArray(count, c, false); + 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, false); + 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, false); + printCmpLenResult(count, expectedNPOT, b, c); + + system("pause"); // stop Win32 console from closing on exit + delete[] a; + delete[] b; + delete[] c; +} diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 894f284..f4922ee 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -29,15 +29,14 @@ namespace StreamCompaction { return; } - int offset = 1 << depth; // copy old values that won't be computed - if (index < offset) { + if (index < depth) { dataPadded2[index] = dataPadded1[index]; return; } // compute new values - dataPadded2[index] = dataPadded1[index - offset] + dataPadded1[index]; + dataPadded2[index] = dataPadded1[index - depth] + dataPadded1[index]; } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. @@ -68,7 +67,7 @@ namespace StreamCompaction { // begin scan process timer().startGpuTimer(); - for (int i = 0; i < depth; i++) { + for (int i = 1; i < nPadded; i <<= 1) { // perform partial scan on depth i kernScanNaive<<>>(nPadded, i, dev_dataPadded1, dev_dataPadded2); // swap to avoid race conditions diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 4a30358..143851c 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -21,7 +21,6 @@ namespace StreamCompaction { thrust::host_vector h_thrust_vec(idata, idata + n); thrust::device_vector dev_thrust_vec(h_thrust_vec); - thrust::device_vector dv_out(n); timer().startGpuTimer(); @@ -29,8 +28,8 @@ namespace StreamCompaction { // 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_thrust_vec.begin(), dev_thrust_vec.end(), dv_out.begin()); - thrust::copy(dv_out.begin(), dv_out.end(), odata); timer().endGpuTimer(); + thrust::copy(dv_out.begin(), dv_out.end(), odata); } } } From 274e5c85c9b1a07fbfae7ea9b17f12f3428c859f Mon Sep 17 00:00:00 2001 From: Raymond Date: Tue, 21 Sep 2021 15:24:50 -0400 Subject: [PATCH 07/11] more test --- README.md | 10 +++++++++- img/ss0.PNG | Bin 0 -> 75106 bytes 2 files changed, 9 insertions(+), 1 deletion(-) create mode 100644 img/ss0.PNG diff --git a/README.md b/README.md index 435d6db..bc6665f 100644 --- a/README.md +++ b/README.md @@ -15,7 +15,15 @@ Project 2 CUDA Stream Compaction The objective of this assignment was to implement Stream Compaction. Stream compaction involves two main processes: * Scan

- + +

+ +

+ ![ss0](img/ss0.PNG) +

+ +

+

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objective of this assignment was to implement Stream Compaction. Stream compaction involves two main processes: * Scan

- -

- -

- ![ss0](img/ss0.PNG) -

- -

- + drawing

## Naive Implementation From 3ef17b47caab09e3ce9f4dc02b244f20656d9b36 Mon Sep 17 00:00:00 2001 From: Raymond Date: Tue, 21 Sep 2021 16:09:40 -0400 Subject: [PATCH 09/11] Readme V1 --- README.md | 38 ++++++++++++++++++++++++++++++++------ img/ss1.PNG | Bin 0 -> 224027 bytes img/ss2.PNG | Bin 0 -> 79143 bytes img/ss3.PNG | Bin 0 -> 97150 bytes img/ss4.PNG | Bin 0 -> 54651 bytes img/ss5.PNG | Bin 0 -> 17342 bytes 6 files changed, 32 insertions(+), 6 deletions(-) create mode 100644 img/ss1.PNG create mode 100644 img/ss2.PNG create mode 100644 img/ss3.PNG create mode 100644 img/ss4.PNG create mode 100644 img/ss5.PNG diff --git a/README.md b/README.md index a9649ba..b092e65 100644 --- a/README.md +++ b/README.md @@ -12,17 +12,43 @@ Project 2 CUDA Stream Compaction * Submitted on: 09/21/2021 ## Introduction -The objective of this assignment was to implement Stream Compaction. Stream compaction involves two main processes: -* Scan +The objective of this assignment was to implement Stream Compaction. Stream compaction involves three main processes: +* Boolean Mapping: Given an input array of data `idata`, this data must first be mapped to a boolean array `dev_bool`. This boolean array evaluates whether that input data at each index is desireable. If so, the data will be kept during Scatter. If not, the data will be removed during Scatter. +* Scan: Given an input boolean array `dev_bool`, scan will output a commulative sum of array values. This output array `dev_dataPadded` should match the format of an exclusive scan. This output array contains the indices of where desirable values in the original input data will be stored during Scatter.

- drawing + drawing

+* Scatter: Given `dev_bool` and `dev_dataPadded`, Scatter will output a final array `dev_odata` that contains only desirable values. -## Naive Implementation +### CPU Implementation +`stream_compaction/cpu.cu` implements scan and scatter on the host machine without interacting with the GPU. This implementation follows a simple for loop that iterates through the input data. The output of our CPU implementation becomes the baseline for comparison with respect to time performance and output accuracy of Naive and Work Efficient. -## Work Efficient Implementation +### Naive Implementation +`stream_compaction/naive.cu` implements a naive approach to scan. This process is "embarassingly parallel" and attempts to perform scan by taking advantage of parallelism. The approach is theoretically `O(log n)` efficient with respect to input data size. Input values at different strides are paired and summed and returned to the input array. This approach is repeated `log n` times. Current implementation does not take advantage of any optimizations to improve performance. +

+ drawing +

-## Limitations of Current Design +### Work Efficient Implementation +`stream_compaction/efficient.cu` implements a work-efficient approach to scan and compact. The scan process is broken into two parts: +* Upsweep: +

+ drawing +

+* Downsweep: +

+ drawing +

+Current implementation does not take advantage of work-efficient's ability to be run in parallel across blocks in individual shared memories. ## Data Analysis +Benchmark was run on 3 implementations (CPU, Naive, Work-Eff) and the Thrust API. Benchmarks were recorded after 10 successive runs. Benchmarks were recorded in milliseconds. Benchmarks were ran on two data sets. The first data set (PoT = Power of Two) is an array of size `220` populated by random values. The second data set (NPoT = Not Power of Two) is an array of size `220 - 3` populated by random values. + +| SCAN | CPU (ms) | Naive (ms) | Work-Eff (ms) | Thrust (ms) | +|------|----------|------------|---------------|-------------| +| PoT | 0.613 | 2.026 | 2.884 | 0.272 | +| NPoT | 0.514 | 2.030 | 2.876 | 0.299 | +

+ drawing +

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+ * Scatter: Given `dev_bool` and `dev_dataPadded`, Scatter will output a final array `dev_odata` that contains only desirable values. ### CPU Implementation @@ -42,7 +44,7 @@ The objective of this assignment was to implement Stream Compaction. Stream comp Current implementation does not take advantage of work-efficient's ability to be run in parallel across blocks in individual shared memories. ## Data Analysis -Benchmark was run on 3 implementations (CPU, Naive, Work-Eff) and the Thrust API. Benchmarks were recorded after 10 successive runs. Benchmarks were recorded in milliseconds. Benchmarks were ran on two data sets. The first data set (PoT = Power of Two) is an array of size `220` populated by random values. The second data set (NPoT = Not Power of Two) is an array of size `220 - 3` populated by random values. +Benchmark was run on 3 implementations (CPU, Naive, Work-Eff) and the Thrust API. Benchmarks were recorded after 10 successive runs. Benchmarks were recorded in milliseconds. Benchmarks were ran on two data sets. The first data set (PoT = Power of Two) is an array of size 220 populated by random values. The second data set (NPoT = Not Power of Two) is an array of size 220 - 3 populated by random values. | SCAN | CPU (ms) | Naive (ms) | Work-Eff (ms) | Thrust (ms) | |------|----------|------------|---------------|-------------| @@ -52,3 +54,9 @@ Benchmark was run on 3 implementations (CPU, Naive, Work-Eff) and the Thrust API

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+ +## Limitation of Current Design +Implementations failed to take advantage of additional optimizations specified by
instructions +These include: +* [Optimizing thread and block usage](https://github.com/CIS565-Fall-2021/Project2-Stream-Compaction/blob/main/INSTRUCTION.md#part-5-why-is-my-gpu-approach-so-slow-extra-credit-5). +* [Utilizing shared memory to drastically reduce memory read and write time](https://github.com/CIS565-Fall-2021/Project2-Stream-Compaction/blob/main/INSTRUCTION.md#part-7-gpu-scan-using-shared-memory--hardware-optimizationextra-credit-10). \ No newline at end of file From d1fd4b6d181785f16b8955e17176a4d942c85b34 Mon Sep 17 00:00:00 2001 From: Raymond Date: Tue, 21 Sep 2021 17:04:16 -0400 Subject: [PATCH 11/11] Edits to README --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 871d52c..2f78a0c 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ Project 2 CUDA Stream Compaction ## Introduction The objective of this assignment was to implement Stream Compaction. Stream compaction involves three main processes: * Boolean Mapping: Given an input array of data `idata`, this data must first be mapped to a boolean array `dev_bool`. This boolean array evaluates whether that input data at each index is desireable. If so, the data will be kept during Scatter. If not, the data will be removed during Scatter. -* Scan: Given an input boolean array `dev_bool`, scan will output a commulative sum of array values. This output array `dev_dataPadded` should match the format of an exclusive scan. This output array contains the indices of where desirable values in the original input data will be stored during Scatter. +* Scan: Given an input boolean array `dev_bool`, scan will output a prefix sum of array values. This output array `dev_dataPadded` should match the format of an exclusive scan. This output array contains the indices of where desirable values in the original input data will be stored during Scatter.

drawing @@ -41,7 +41,6 @@ The objective of this assignment was to implement Stream Compaction. Stream comp

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-Current implementation does not take advantage of work-efficient's ability to be run in parallel across blocks in individual shared memories. ## Data Analysis Benchmark was run on 3 implementations (CPU, Naive, Work-Eff) and the Thrust API. Benchmarks were recorded after 10 successive runs. Benchmarks were recorded in milliseconds. Benchmarks were ran on two data sets. The first data set (PoT = Power of Two) is an array of size 220 populated by random values. The second data set (NPoT = Not Power of Two) is an array of size 220 - 3 populated by random values.

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z1nHdB7<7iYmlE#l^coe%?u3WZ3*=(y-c)K*nWcjUs93cp>7j!BY&`J?l={>Mu~wmT zb5AZiUNlf%gdNc$aqKPOsFi)WF={t1VSmeU!gSX7P%VP>34yOn2#w`b)h1khWAiAP@=dheq-Tm`R$tf2s=hS_R(&UVg z>RzPz_i(iKdC`MfpQ=P5X@FDCsTr)M+}6g+{r9COn>iPW(ZeAKw3mHP_`LV)RKPvd z3Nf$QMuVp!Um>;w>LVGeUdyS0i7d?V_pNtO_$Q@bv%~jhPT<-J(n*bC*Y3oqx2!;qwIVN; zx7@_u=<`KRMTnnE8a$3D`WWB!oHq0F!H010=2q*0Pl0aufA^OK0L7jE*;f)A%n2QO zvKKRcMAx%}S>mOslNSBqO-lsRBiPUi`x&~FU$u4Ujc;q6tV0{r0zKk^i_3lnT6R=S zYzDqVDtnVIyxedTngTu!Pq-!bH9dpQoOYUz4xq6tgi=_UO7Y)-<|v!f_}pvXqcV>s z62R8J#(}hUS_BMYH@v^F1tOiS{Pcwe=d5@UD(80rEmNQ)iAh!qLSjakn)?ZQ;pN^9 zyTH!qB>8uUGT->w7u%o!HGQcXXm#xVeqnE>Pe5QIA)3^d^YWxxN=8PnP)JzM@P~nb zRI&#H+>QAY@a+HryxSGcPwEEd15-j7cAU*@h4w09>y8r`ATPkY}})FA79(!O zZnqY?n7U_6g_YhaWgz7yjwRa5XMKlH-2fhFju}3ktVS%~9@?6u-3~N){tU>k_+R#_ i|3CYZiCuXLjURan)+Cpi6aZSOoH%BGwDhq5kN*e0bDK5* literal 0 HcmV?d00001 From cfeb5cbfdb240397179196b23ca66ad4dc0f11b1 Mon Sep 17 00:00:00 2001 From: Raymond Date: Tue, 21 Sep 2021 16:11:03 -0400 Subject: [PATCH 10/11] Readme v2 --- README.md | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index b092e65..871d52c 100644 --- a/README.md +++ b/README.md @@ -14,10 +14,12 @@ Project 2 CUDA Stream Compaction ## Introduction The objective of this assignment was to implement Stream Compaction. Stream compaction involves three main processes: * Boolean Mapping: Given an input array of data `idata`, this data must first be mapped to a boolean array `dev_bool`. This boolean array evaluates whether that input data at each index is desireable. If so, the data will be kept during Scatter. If not, the data will be removed during Scatter. -* Scan: Given an input boolean array `dev_bool`, scan will output a commulative sum of array values. This output array `dev_dataPadded` should match the format of an exclusive scan. This output array contains the indices of where desirable values in the original input data will be stored during Scatter. +* Scan: Given an input boolean array `dev_bool`, scan will output a commulative sum of array values. This output array `dev_dataPadded` should match the format of an exclusive scan. This output array contains the indices of where desirable values in the original input data will be stored during Scatter. +