From 304cb806a512efdbf45f17654cecba26c89944a6 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Fri, 16 Sep 2022 15:05:03 -0400 Subject: [PATCH 01/16] Finished CPU (hehe it's inclusive) --- src/main.cpp | 6 ++-- stream_compaction/cpu.cu | 59 ++++++++++++++++++++++++++++++++++++-- stream_compaction/naive.cu | 44 ++++++++++++++++++++++++++++ 3 files changed, 104 insertions(+), 5 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 896ac2b..abbb920 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -51,7 +51,8 @@ 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, a, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); /* For bug-finding only: Array of 1s to help find bugs in stream compaction or scan @@ -64,7 +65,7 @@ int main(int argc, char* argv[]) { printDesc("naive scan, non-power-of-two"); StreamCompaction::Naive::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); @@ -131,6 +132,7 @@ int main(int argc, char* argv[]) { count = StreamCompaction::CPU::compactWithScan(SIZE, c, a); printElapsedTime(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation(), "(std::chrono Measured)"); printArray(count, c, true); + printCmpLenResult(count, expectedCount, b, c); zeroArray(SIZE, c); diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..ea7c16a 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -2,6 +2,7 @@ #include "cpu.h" #include "common.h" +#define IDENTITY 0 namespace StreamCompaction { namespace CPU { @@ -20,6 +21,12 @@ namespace StreamCompaction { void scan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + + odata[0] = idata[0]; + for (int i = 1; i < n; i++) { + odata[i] = idata[i] + odata[i-1]; + } + timer().endCpuTimer(); } @@ -31,8 +38,18 @@ namespace StreamCompaction { int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + int currIdx = 0; + + for (int i = 0; i < n; i++) { + if (idata[i] != 0) { + odata[currIdx] = idata[i]; + currIdx++; + } + } + + timer().endCpuTimer(); - return -1; + return currIdx; } /** @@ -42,9 +59,45 @@ namespace StreamCompaction { */ int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + + int* scanned = new int[n]; + //Filter + for (int i = 0; i < n; i++) { + (idata[i] != 0) ? scanned[i] = 1 : scanned[i] = 0; + } + + //Exclusive Scan + idata[0] == 0 ? scanned[0] = 0 : scanned[0] = 1; + for (int i = 1; i < n; i++) { + scanned[i] = scanned[i] + scanned[i - 1]; + } + + //Scatter + int currIdx = 0; + //odata[currIdx] = idata[0]; + + + + //SCATTERING MUTHA FUCKAAAA REEEEE + if (idata[0] > 0) { + odata[0] = idata[0]; + currIdx++; + } + + for (int i = 1; i < n; i++) { + if (scanned[i] > scanned[i - 1]) { + odata[scanned[i]-1] = idata[i]; + currIdx++; + } + else { + odata[i] = 0; + } + } + + delete[] scanned; + timer().endCpuTimer(); - return -1; + return currIdx; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..840e09f 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -1,24 +1,68 @@ +#define GLM_FORCE_CUDA #include +#include +#include #include +#include +#include #include "common.h" #include "naive.h" namespace StreamCompaction { namespace Naive { using StreamCompaction::Common::PerformanceTimer; + + #define blockSize 8 + + int* dev_idata; + int* dev_odata; + PerformanceTimer& timer() { static PerformanceTimer timer; return timer; } + // TODO: __global__ + __global__ void kernScan(int N, const int* idata, int* odata, int depth) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= N) { + return; + } + if (k >= 2^(depth-1)) { + odata[k-1] = idata[k - 2 ^ (depth - 1)] + idata[k-1]; + } + + //kernScan(int N, odata, new int[], depth++) + //Define a base case + + //cudaDeviceSynchronize(); + + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); + + dim3 threadsPerBlock(n/blockSize); // TODO + cudaMalloc((void**)&dev_idata, n * sizeof(int)); + cudaMalloc((void**)&dev_odata, n * sizeof(int)); + + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + cudaMemcpy(dev_odata, odata, sizeof(int) * n, cudaMemcpyHostToDevice); + + kernScan <<>> (n, dev_idata, dev_odata, 1); + + cudaMemcpy((void**)idata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaMemcpy(odata, dev_odata, sizeof(int) * n, cudaMemcpyDeviceToHost); + + cudaFree(dev_idata); + cudaFree(dev_odata); + timer().endGpuTimer(); } } From d9de32a7c2228844662c4f9388cd49bf897e8fdf Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sat, 17 Sep 2022 15:32:45 -0400 Subject: [PATCH 02/16] Completed up to 3.0 implemented up sweep --- src/main.cpp | 17 +++++---- stream_compaction/efficient.cu | 68 +++++++++++++++++++++++++++++++++- stream_compaction/naive.cu | 61 ++++++++++++++++++++++-------- 3 files changed, 122 insertions(+), 24 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index abbb920..b410f3b 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -51,35 +51,36 @@ 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, a, true); printArray(SIZE, c, true); printCmpResult(SIZE, b, c); - /* For bug-finding only: Array of 1s to help find bugs in stream compaction or scan - onesArray(SIZE, 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); */ + printArray(SIZE, c, true);*/ zeroArray(SIZE, c); printDesc("naive scan, non-power-of-two"); + printArray(SIZE, a, true); StreamCompaction::Naive::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - printArray(SIZE, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); - zeroArray(SIZE, c); + onesArray(SIZE, a); 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, a, 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(SIZE, c, true); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..7a17da8 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,12 +12,78 @@ namespace StreamCompaction { return timer; } + #define blockSize 8 + + int* dev_idata; + int* dev_odata; + int* dev_buf; + + __global__ void upSweep(int N, int* idata, int* odata, int depth) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= N) { + return; + } + + if ((k+1)%(1 << depth) == 0) { + odata[k] = idata[k] + idata[k - (1 << (depth-1))]; + } + else { + odata[k] = idata[k]; + } + + } + + void zeroArray(int n, int* a) { + for (int i = 0; i < n; i++) { + a[i] = 0; + } + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); - // TODO + int arrLen; + int maxDepth = ilog2ceil(n); + maxDepth > ilog2(n) ? arrLen = pow(2, maxDepth) : arrLen = n; + zeroArray(arrLen, odata); + + dim3 threadsPerBlock(arrLen / blockSize); + + int* buf = new int[arrLen]; + + for (int i = 0; i < arrLen; i++) { + if (i < n) { + buf[i] = idata[i]; + } + else { + buf[i] = 0; + } + } + + cudaMalloc((void**)&dev_idata, n * sizeof(int)); + cudaMalloc((void**)&dev_odata, arrLen * sizeof(int)); + cudaMalloc((void**)&dev_buf, arrLen * sizeof(int)); + + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + cudaMemcpy(dev_odata, odata, sizeof(int) * arrLen, cudaMemcpyHostToDevice); + cudaMemcpy(dev_buf, buf, sizeof(int) * arrLen, cudaMemcpyHostToDevice); + + for (int i = 1; i <= maxDepth; i++) { + upSweep << > > (arrLen, dev_buf, dev_odata, i); + cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + } + + cudaMemcpy((void**)idata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaMemcpy(odata, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); + cudaMemcpy(buf, dev_buf, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); + + cudaFree(dev_idata); + cudaFree(dev_odata); + cudaFree(dev_buf); + + timer().endGpuTimer(); } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 840e09f..521578f 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -16,6 +16,7 @@ namespace StreamCompaction { int* dev_idata; int* dev_odata; + int* dev_buf; PerformanceTimer& timer() { @@ -25,43 +26,73 @@ namespace StreamCompaction { // TODO: __global__ - __global__ void kernScan(int N, const int* idata, int* odata, int depth) { + __global__ void kernScan(int N, int* idata, int* odata, int depth) { int k = threadIdx.x + (blockIdx.x * blockDim.x); if (k >= N) { return; } - if (k >= 2^(depth-1)) { - odata[k-1] = idata[k - 2 ^ (depth - 1)] + idata[k-1]; - } - - //kernScan(int N, odata, new int[], depth++) - //Define a base case - //cudaDeviceSynchronize(); + if (k >= 1 << (depth - 1)) { + odata[k] = idata[k - (1 << (depth - 1))] + idata[k]; + } + else { + odata[k] = idata[k]; + } } + void zeroArray(int n, int* a) { + for (int i = 0; i < n; i++) { + a[i] = 0; + } + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); - dim3 threadsPerBlock(n/blockSize); + int arrLen; + int maxDepth = ilog2ceil(n); + maxDepth > ilog2(n) ? arrLen = pow(2, maxDepth) : arrLen = n; + zeroArray(arrLen, odata); + + dim3 threadsPerBlock(arrLen/blockSize); + + int* buf = new int[arrLen]; + + for (int i = 0; i < arrLen; i++) { + if (i < n) { + buf[i] = idata[i]; + } + else { + buf[i] = 0; + } + } + // TODO cudaMalloc((void**)&dev_idata, n * sizeof(int)); - cudaMalloc((void**)&dev_odata, n * sizeof(int)); + cudaMalloc((void**)&dev_odata, arrLen * sizeof(int)); + cudaMalloc((void**)&dev_buf, arrLen * sizeof(int)); cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); - cudaMemcpy(dev_odata, odata, sizeof(int) * n, cudaMemcpyHostToDevice); + cudaMemcpy(dev_odata, odata, sizeof(int) * arrLen, cudaMemcpyHostToDevice); + cudaMemcpy(dev_buf, buf, sizeof(int) * arrLen, cudaMemcpyHostToDevice); + + for (int i = 1; i <= maxDepth; i++) { + kernScan << > > (arrLen, dev_buf, dev_odata, i); + cudaDeviceSynchronize(); + cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + } - kernScan <<>> (n, dev_idata, dev_odata, 1); - cudaMemcpy((void**)idata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); - cudaMemcpy(odata, dev_odata, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaMemcpy(odata, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); + cudaMemcpy(buf, dev_buf, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); cudaFree(dev_idata); - cudaFree(dev_odata); + cudaFree(dev_odata); + cudaFree(dev_buf); timer().endGpuTimer(); } From 3a3a390793f6b2c266210523f4a93ce5ec599aad Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sat, 17 Sep 2022 21:31:00 -0400 Subject: [PATCH 03/16] Get down sweep working --- src/main.cpp | 3 +-- stream_compaction/efficient.cu | 46 ++++++++++++++++++++++++++++++++-- 2 files changed, 45 insertions(+), 4 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index b410f3b..eb49cce 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]; @@ -68,7 +68,6 @@ int main(int argc, char* argv[]) { printArray(NPOT, c, true); printCmpResult(NPOT, b, c); - onesArray(SIZE, a); printDesc("work-efficient scan, power-of-two"); StreamCompaction::Efficient::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 7a17da8..dacab89 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -23,13 +23,46 @@ namespace StreamCompaction { if (k >= N) { return; } - if ((k+1)%(1 << depth) == 0) { odata[k] = idata[k] + idata[k - (1 << (depth-1))]; } else { odata[k] = idata[k]; } + } + + __global__ void downSweep(int N, int* idata, int* odata, int depth) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= N) { + return; + } + + if ((k + 1) % (1 << depth) == 0) { + if ((k + 1) % (1 << (depth + 1)) == 0) { + odata[k] = idata[k - (1 << depth)] + idata[k]; + } + else { + odata[k] = idata[k + (1 << depth)]; + } + } + else { + odata[k] = idata[k]; + } + } + + __global__ void toInclusive(int N, int* idata, int* odata, int* buf) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= N) { + return; + } + if (k < N-1){ + odata[k] = buf[k + 1]; + } + else { + odata[k] = buf[k] + idata[k]; + } + + } @@ -42,7 +75,7 @@ namespace StreamCompaction { /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ - void scan(int n, int *odata, const int *idata) { + void scan(int n, int* odata, const int* idata) { timer().startGpuTimer(); int arrLen; int maxDepth = ilog2ceil(n); @@ -75,6 +108,15 @@ namespace StreamCompaction { cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); } + cudaMemset(&dev_buf[arrLen - 1], 0, sizeof(int) * 1); + + for (int i = maxDepth - 1; i >= 0; i--) { + downSweep << > > (arrLen, dev_buf, dev_odata, i); + cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + } + + toInclusive << > > (arrLen, dev_idata, dev_odata, dev_buf); + cudaMemcpy((void**)idata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); cudaMemcpy(odata, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); cudaMemcpy(buf, dev_buf, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); From 9954be6de8118c5ec476c8d49126f8496d5aacc9 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 09:16:22 -0400 Subject: [PATCH 04/16] Efficient Scan and Compact works --- src/main.cpp | 4 +- stream_compaction/efficient.cu | 86 ++++++++++++++++++++++++++++++++-- 2 files changed, 85 insertions(+), 5 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index eb49cce..944e2d4 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 << 4 ; // 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]; @@ -139,7 +139,7 @@ int main(int argc, char* argv[]) { printDesc("work-efficient compact, power-of-two"); count = StreamCompaction::Efficient::compact(SIZE, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(count, c, true); + printArray(count, c, true); printCmpLenResult(count, expectedCount, b, c); zeroArray(SIZE, c); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index dacab89..79dc519 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -61,9 +61,31 @@ namespace StreamCompaction { else { odata[k] = buf[k] + idata[k]; } + } + + __global__ void scatter(int N, int* idata, int* odata, int* buf) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= N) { + return; + } + if (k == 0 && idata[k] > 0) { + odata[k] = idata[k]; + } + else { + if (buf[k] > buf[k-1]) { + odata[buf[k] - 1] = idata[k]; + } + } - + //odata[k] = buf[k]; + } + __global__ void binarize(int N, int* idata, int* odata) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= N) { + return; + } + idata[k] == 0 ? odata[k] = 0 : odata[k] = 1; } void zeroArray(int n, int* a) { @@ -140,9 +162,67 @@ namespace StreamCompaction { */ int compact(int n, int *odata, const int *idata) { timer().startGpuTimer(); - // TODO + + int arrLen; + int maxDepth = ilog2ceil(n); + maxDepth > ilog2(n) ? arrLen = pow(2, maxDepth) : arrLen = n; + zeroArray(arrLen, odata); + + dim3 threadsPerBlock(arrLen / blockSize); + + int* buf = new int[arrLen]; + + for (int i = 0; i < arrLen; i++) { + if (i < n) { + buf[i] = idata[i]; + } + else { + buf[i] = 0; + } + } + + cudaMalloc((void**)&dev_idata, n * sizeof(int)); + cudaMalloc((void**)&dev_odata, arrLen * sizeof(int)); + cudaMalloc((void**)&dev_buf, arrLen * sizeof(int)); + + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + cudaMemcpy(dev_odata, odata, sizeof(int) * arrLen, cudaMemcpyHostToDevice); + cudaMemcpy(dev_buf, buf, sizeof(int) * arrLen, cudaMemcpyHostToDevice); + + binarize << > > (arrLen, dev_idata, dev_odata); + cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + + for (int i = 1; i <= maxDepth; i++) { + upSweep << > > (arrLen, dev_buf, dev_odata, i); + cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + } + + cudaMemset(&dev_buf[arrLen - 1], 0, sizeof(int) * 1); + + for (int i = maxDepth - 1; i >= 0; i--) { + downSweep << > > (arrLen, dev_buf, dev_odata, i); + cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + } + + toInclusive << > > (arrLen, dev_idata, dev_odata, dev_buf); + + cudaMemcpy(odata, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); + int retLen = odata[arrLen - 1]; + + cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + + scatter << > > (arrLen, dev_idata, dev_odata, dev_buf); + + cudaMemcpy((void**)idata, dev_idata, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaMemcpy(odata, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); + cudaMemcpy(buf, dev_buf, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); + + cudaFree(dev_idata); + cudaFree(dev_odata); + cudaFree(dev_buf); + timer().endGpuTimer(); - return -1; + return retLen; } } } From 7b289ff8d169b7790cb1a66ae1b8b22024a4b381 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 09:52:13 -0400 Subject: [PATCH 05/16] Thrust Implemented --- src/main.cpp | 8 ++++---- stream_compaction/efficient.cu | 2 +- stream_compaction/thrust.cu | 34 ++++++++++++++++++++++++++++++++++ 3 files changed, 39 insertions(+), 5 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 944e2d4..b3d25bf 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -79,21 +79,21 @@ int main(int argc, char* argv[]) { printDesc("work-efficient scan, non-power-of-two"); StreamCompaction::Efficient::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - printArray(SIZE, 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"); @@ -146,7 +146,7 @@ int main(int argc, char* argv[]) { 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/efficient.cu b/stream_compaction/efficient.cu index 79dc519..0ac5564 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -207,7 +207,7 @@ namespace StreamCompaction { toInclusive << > > (arrLen, dev_idata, dev_odata, dev_buf); cudaMemcpy(odata, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToHost); - int retLen = odata[arrLen - 1]; + int retLen = odata[n - 1]; cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..62b6cbd 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -9,11 +9,30 @@ namespace StreamCompaction { namespace Thrust { using StreamCompaction::Common::PerformanceTimer; + + int* dev_idata; + int* dev_odata; + int* dev_buf; + PerformanceTimer& timer() { static PerformanceTimer timer; return timer; } + + __global__ void toInclusive(int N, int* idata, int* odata, int* buf) { + int k = threadIdx.x + (blockIdx.x * blockDim.x); + if (k >= N) { + return; + } + if (k < N - 1) { + odata[k] = buf[k + 1]; + } + else { + odata[k] = buf[k] + idata[k]; + } + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ @@ -22,6 +41,21 @@ namespace StreamCompaction { // TODO use `thrust::exclusive_scan` // example: for device_vectors dv_in and dv_out: // thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + cudaMalloc((void**)&dev_idata, n * sizeof(int)); + cudaMalloc((void**)&dev_odata, n * sizeof(int)); + cudaMalloc((void**)&dev_buf, n * sizeof(int)); + + cudaMemcpy(dev_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + + + thrust::device_ptr dev_thrust_idata = thrust::device_ptr(dev_idata); + thrust::device_ptr dev_thrust_odata = thrust::device_ptr(dev_odata); + + thrust::inclusive_scan(dev_thrust_idata, dev_thrust_idata+n, dev_thrust_odata); + //cudaMemcpy(dev_buf, dev_odata, sizeof(int) * arrLen, cudaMemcpyDeviceToDevice); + + cudaMemcpy(odata, dev_odata, sizeof(int) * n, cudaMemcpyDeviceToHost); + timer().endGpuTimer(); } } From d0aa6f591fdee45a627c8fd328b12847ade9a179 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 20:07:42 -0400 Subject: [PATCH 06/16] Added Header --- README.md | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 0e38ddb..8602dff 100644 --- a/README.md +++ b/README.md @@ -1,13 +1,16 @@ 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 - CUDA Stream Compaction** -* (TODO) YOUR NAME HERE - * (TODO) [LinkedIn](), [personal website](), [twitter](), etc. -* Tested on: (TODO) Windows 22, i7-2222 @ 2.22GHz 22GB, GTX 222 222MB (Moore 2222 Lab) +* Edward Zhang + * https://www.linkedin.com/in/edwardjczhang/ + * https://zedward23.github.io/personal_Website/ + +* Tested on: Windows 10 Home, i7-11800H @ 2.3GHz, 16.0GB, NVIDIA GeForce RTX 3060 Laptop GPU -### (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.) From ba45038b6b18d9f1d413979a7bc42e43d6980f46 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 22:31:00 -0400 Subject: [PATCH 07/16] readme edits --- README.md | 21 ++++++++++++++++++++- 1 file changed, 20 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 8602dff..a2f597e 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,26 @@ Project 2 - CUDA Stream Compaction** * Tested on: Windows 10 Home, i7-11800H @ 2.3GHz, 16.0GB, NVIDIA GeForce RTX 3060 Laptop GPU -### ReadMe +## Background + + + + +## Why is My GPU Approach So Slow? (Extra Credit) (+5) + +If you implement your efficient scan version following the slides closely, there's a good chance +that you are getting an "efficient" gpu scan that is actually not that efficient -- it is slower than the cpu approach? + +Though it is totally acceptable for this assignment, +In addition to explain the reason of this phenomena, you are encouraged to try to upgrade your work-efficient gpu scan. + +Thinking about these may lead you to an aha moment: +- What is the occupancy at a deeper level in the upper/down sweep? Are most threads actually working? +- Are you always launching the same number of blocks throughout each level of the upper/down sweep? +- If some threads are being lazy, can we do an early termination on them? +- How can I compact the threads? What should I modify to keep the remaining threads still working correctly? + + Include analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) From 044a6c1056bd54ea3692f84a4de0d19bc956dcf9 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 22:31:19 -0400 Subject: [PATCH 08/16] update --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a2f597e..f2d85b3 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ Project 2 - CUDA Stream Compaction** * Tested on: Windows 10 Home, i7-11800H @ 2.3GHz, 16.0GB, NVIDIA GeForce RTX 3060 Laptop GPU -## Background +### Background From 049caf87a424750d391eb17feb567821c52aa173 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 22:39:52 -0400 Subject: [PATCH 09/16] updated readme --- README.md | 17 ++++++++++++++++- 1 file changed, 16 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index f2d85b3..bd00929 100644 --- a/README.md +++ b/README.md @@ -10,10 +10,25 @@ Project 2 - CUDA Stream Compaction** * Tested on: Windows 10 Home, i7-11800H @ 2.3GHz, 16.0GB, NVIDIA GeForce RTX 3060 Laptop GPU -### Background +## Background +The project contains an implementation of the Scan and Compaction Algorithms. +# Scan +Description: +Each index i of a scan output array is the sum of the corresponding elements in the input array at the indices that came before i. This algorithm was implemented in the following ways: +1. CPU - Non-parallel Scan +2. Naive - Naively Parallel Scan +3. Efficient - Parallel Scan using Upsweep and Downsweep on a binary tree representation of an array +4. Thrust - Scan using Thrust API +# Compaction +Description: +Condenses an array into just its non-zero elements without changing its order + +1. CPU - Non-parallel Compact +2. CPU with Scan - Non-parallel Compact while using Scan +3. GPU - Parallel Compaction using Efficient Parallel Scan ## Why is My GPU Approach So Slow? (Extra Credit) (+5) From 325d1fd60e674b0cc6f80b6cd4cedc9d591a9072 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 22:42:08 -0400 Subject: [PATCH 10/16] update readme --- README.md | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index bd00929..7cf390c 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,7 @@ Project 2 - CUDA Stream Compaction** ## Background The project contains an implementation of the Scan and Compaction Algorithms. -# Scan +### Scan Description: Each index i of a scan output array is the sum of the corresponding elements in the input array at the indices that came before i. This algorithm was implemented in the following ways: @@ -22,7 +22,7 @@ Each index i of a scan output array is the sum of the corresponding elements in 3. Efficient - Parallel Scan using Upsweep and Downsweep on a binary tree representation of an array 4. Thrust - Scan using Thrust API -# Compaction +### Compaction Description: Condenses an array into just its non-zero elements without changing its order @@ -30,6 +30,14 @@ Condenses an array into just its non-zero elements without changing its order 2. CPU with Scan - Non-parallel Compact while using Scan 3. GPU - Parallel Compaction using Efficient Parallel Scan +## Block Size Performance Analysis + +## Scan Performance +### Powers of 2 +### Non-Powers of 2 + +## Compact + ## Why is My GPU Approach So Slow? 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zLUClJ=rE?hrO(HiF283`WHL}{bi@8Vk9snq)Y|jyOzyK}1H_j|`kh|2-v$Bw){3|N z$OdDdasQrg28QiY>6X~rvv3)%o%SebZ8;cFs=UIG zCPe67q~skmf6R)v&6Yp$zw8J0#or{EksuEGDZX+4DaEHL0wdT&rIQi*|KVG3Ko-bu oC;tDk|F)L2-SvN9Nfx#R-mwtROKN>y?f`yvSO=@e7CzVi1uG5pp#T5? literal 0 HcmV?d00001 diff --git a/src/main.cpp b/src/main.cpp index b3d25bf..c0bc311 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,7 +13,7 @@ #include #include "testing_helpers.hpp" -const int SIZE = 1 << 4 ; // feel free to change the size of array +const int SIZE = 1 << 26; // feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two int *a = new int[SIZE]; int *b = new int[SIZE]; From 859e5ccbc365de74c7d9a5e738601e121ecef974 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 22:49:35 -0400 Subject: [PATCH 12/16] added images --- README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/README.md b/README.md index 7cf390c..747d6e8 100644 --- a/README.md +++ b/README.md @@ -32,12 +32,21 @@ Condenses an array into just its non-zero elements without changing its order ## Block Size Performance Analysis +![](images/Graph0.png) + ## Scan Performance ### Powers of 2 + +![](images/Graph1.png) + ### Non-Powers of 2 +![](images/Graph2.png) + ## Compact +![](images/Graph3.png) + ## Why is My GPU Approach So Slow? (Extra Credit) (+5) If you implement your efficient scan version following the slides closely, there's a good chance From 8a220d5630b0160c52571c64ab1f53e6398b8242 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 22:50:10 -0400 Subject: [PATCH 13/16] update images --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 747d6e8..89cec59 100644 --- a/README.md +++ b/README.md @@ -32,20 +32,20 @@ Condenses an array into just its non-zero elements without changing its order ## Block Size Performance Analysis -![](images/Graph0.png) +![](img/Graph0.png) ## Scan Performance ### Powers of 2 -![](images/Graph1.png) +![](img/Graph1.png) ### Non-Powers of 2 -![](images/Graph2.png) +![](img/Graph2.png) ## Compact -![](images/Graph3.png) +![](img/Graph3.png) ## Why is My GPU Approach So Slow? (Extra Credit) (+5) From 0ad0ee807c26166a9eb1954cd63a666a40f17667 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 23:01:53 -0400 Subject: [PATCH 14/16] update readme --- README.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/README.md b/README.md index 89cec59..a4ff059 100644 --- a/README.md +++ b/README.md @@ -34,19 +34,33 @@ Condenses an array into just its non-zero elements without changing its order ![](img/Graph0.png) +A blocksize of 256 seems to yield the best results since it was the first size large enough to take advantage of the parallelism offered by the GPU. + ## Scan Performance ### Powers of 2 ![](img/Graph1.png) +Observations: +- CPU Scan is our baseline +- Thrust Scan is the fastest; this is expected since it is a library provided to us. +- Efficient and Naive GPU scan were actually fairly inefficient; this is likely due to so suboptimal thread allocation. + ### Non-Powers of 2 ![](img/Graph2.png) +Observations: +- The same observations from running the implementations on array lengths that were powers of 2 + ## Compact ![](img/Graph3.png) +Observations: +- Compaction without Scan on the CPU is actually faster that with Scan +- GPU implementations are still slower than the CPU implementations + ## Why is My GPU Approach So Slow? (Extra Credit) (+5) If you implement your efficient scan version following the slides closely, there's a good chance From ca7cbbd6c9ba68878840c10b835242cdede84ccb Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 23:04:42 -0400 Subject: [PATCH 15/16] answered extra credit --- README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index a4ff059..e8913c5 100644 --- a/README.md +++ b/README.md @@ -71,12 +71,14 @@ In addition to explain the reason of this phenomena, you are encouraged to try t Thinking about these may lead you to an aha moment: - What is the occupancy at a deeper level in the upper/down sweep? Are most threads actually working? + Most threads are just idling since at each level, less and less indices should be written to. - Are you always launching the same number of blocks throughout each level of the upper/down sweep? + I am always launching the same number of blocks regardless of how many indices should actually be written to. - If some threads are being lazy, can we do an early termination on them? + Even if we terminate them early, we cannot move onto the next iteration until the ones that need to be written to are properly finished. - How can I compact the threads? What should I modify to keep the remaining threads still working correctly? + On each iteration, dynamically dispatch the optimal number of threads and blocks that operate only on the specific indices that need to be modified. -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) From 8df1aa27a02faae8f40a33128c76d3303ef28fe7 Mon Sep 17 00:00:00 2001 From: zedward23 <67485515+zedward23@users.noreply.github.com> Date: Sun, 18 Sep 2022 23:05:30 -0400 Subject: [PATCH 16/16] updated formatting --- README.md | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index e8913c5..a2aee6f 100644 --- a/README.md +++ b/README.md @@ -71,13 +71,20 @@ In addition to explain the reason of this phenomena, you are encouraged to try t Thinking about these may lead you to an aha moment: - What is the occupancy at a deeper level in the upper/down sweep? Are most threads actually working? - Most threads are just idling since at each level, less and less indices should be written to. + + Most threads are just idling since at each level, less and less indices should be written to. + - Are you always launching the same number of blocks throughout each level of the upper/down sweep? - I am always launching the same number of blocks regardless of how many indices should actually be written to. + + I am always launching the same number of blocks regardless of how many indices should actually be written to. + - If some threads are being lazy, can we do an early termination on them? - Even if we terminate them early, we cannot move onto the next iteration until the ones that need to be written to are properly finished. + + Even if we terminate them early, we cannot move onto the next iteration until the ones that need to be written to are properly finished. + - How can I compact the threads? What should I modify to keep the remaining threads still working correctly? - On each iteration, dynamically dispatch the optimal number of threads and blocks that operate only on the specific indices that need to be modified. + + On each iteration, dynamically dispatch the optimal number of threads and blocks that operate only on the specific indices that need to be modified.