From 5d124b294a73701335148dac47312da0c9de06db Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 13:54:03 -0400 Subject: [PATCH 01/10] + All implementations --- src/main.cpp | 45 ++++++++- src/testing_helpers.hpp | 10 +- stream_compaction/common.cu | 26 +++++- stream_compaction/common.h | 3 +- stream_compaction/cpu.cu | 57 ++++++++--- stream_compaction/efficient.cu | 166 +++++++++++++++++++++++++++++++-- stream_compaction/naive.cu | 83 ++++++++++++++++- stream_compaction/thrust.cu | 12 ++- 8 files changed, 367 insertions(+), 35 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 7305641..9891c5e 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,13 +13,21 @@ #include #include "testing_helpers.hpp" -const int SIZE = 1 << 8; // feel free to change the size of array -const int NPOT = SIZE - 3; // Non-Power-Of-Two +const int SIZE = 1 << 20; // feel free to change the size of array +const int NPOT = SIZE - 5; // Non-Power-Of-Two int a[SIZE], b[SIZE], c[SIZE]; +int testInput[] = { 1, 5, 0, 1, 2, 0, 3 }; +int testOutput[] = { 0, 1, 6, 6, 7, 9, 9 }; + +int testCompactionInput[] = { 1, 5, 0, 1, 2, 0, 3 }; +int testCompactionOutput[] = { 1, 5, 1, 2, 3 }; + int main(int argc, char* argv[]) { - // Scan tests + printf("SIZE: %d", SIZE); + + // Scan tests printf("\n"); printf("****************\n"); printf("** SCAN TESTS **\n"); @@ -29,6 +37,18 @@ int main(int argc, char* argv[]) { a[SIZE - 1] = 0; printArray(SIZE, a, true); + // Test example + zeroArray(7, b); + printDesc("cpu scan, results test"); + StreamCompaction::CPU::scan(7, b, testInput); + bool pass = true; + for (int i = 0; i < 7; ++i) + if (testOutput[i] != b[i]) + pass = false; + printDesc((std::string("PASS: ") + (pass ? "YES": "NO")).c_str()); + printArray(7, testOutput, true); + printArray(7, b, 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. @@ -100,6 +120,16 @@ int main(int argc, char* argv[]) { int count, expectedCount, expectedNPOT; + // Test results + zeroArray(SIZE, b); + printDesc("cpu compact without scan, power-of-two"); + count = StreamCompaction::CPU::compactWithoutScan(7, b, testCompactionInput); + pass = cmpArrays(5, testCompactionOutput, b) == 0; + printDesc((std::string("PASS: ") + (pass ? "YES" : "NO")).c_str()); + expectedCount = count; + printArray(count, b, true); + printArray(5, testCompactionOutput, true); + // 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); @@ -139,5 +169,14 @@ int main(int argc, char* argv[]) { //printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); + bool generateCSV = true; + + + if (generateCSV) + { + + } + + system("pause"); // stop Win32 console from closing on exit } diff --git a/src/testing_helpers.hpp b/src/testing_helpers.hpp index ae94ca6..75bb1c9 100644 --- a/src/testing_helpers.hpp +++ b/src/testing_helpers.hpp @@ -44,13 +44,21 @@ void zeroArray(int n, int *a) { } void genArray(int n, int *a, int maxval) { - srand(time(nullptr)); + srand(time(nullptr)); for (int i = 0; i < n; i++) { a[i] = rand() % maxval; } } +void genArrayNonZero(int n, int *a, int maxval) { + srand(time(nullptr)); + + for (int i = 0; i < n; i++) { + a[i] = (rand() % maxval) + 1; + } +} + void printArray(int n, int *a, bool abridged = false) { printf(" [ "); for (int i = 0; i < n; i++) { diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 8fc0211..e018d6a 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -1,4 +1,5 @@ #include "common.h" +#include void checkCUDAErrorFn(const char *msg, const char *file, int line) { cudaError_t err = cudaGetLastError(); @@ -22,17 +23,32 @@ 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) { - // TODO + __global__ void kernMapToBoolean(int n, int *bools, const int *idata) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index >= n) + return; + + bools[index] = (idata[index] != 0 ? 1 : 0); } /** * Performs scatter on an array. That is, for each element in idata, * if bools[idx] == 1, it copies idata[idx] to odata[indices[idx]]. */ - __global__ void kernScatter(int n, int *odata, - const int *idata, const int *bools, const int *indices) { - // TODO + __global__ void kernScatter(int n, int *odata, const int *idata, const int *indices) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index >= n) + return; + + if (idata[index] != 0) + { + int b = indices[index]; // For some reason, odata[indices[index]] was having race conditions when indices matched + odata[b] = idata[index]; + } } } diff --git a/stream_compaction/common.h b/stream_compaction/common.h index 55f1b38..413a896 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -34,8 +34,7 @@ namespace StreamCompaction { namespace Common { __global__ void kernMapToBoolean(int n, int *bools, const int *idata); - __global__ void kernScatter(int n, int *odata, - const int *idata, const int *bools, const int *indices); + __global__ void kernScatter(int n, int *odata, const int *idata, const int *indices); /** * This class is used for timing the performance diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 05ce667..add3f1e 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -17,9 +17,24 @@ namespace StreamCompaction { * For performance analysis, this is supposed to be a simple for loop. * (Optional) For better understanding before starting moving to GPU, you can simulate your GPU scan in this function first. */ - void scan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); - // TODO + void scan_implementation(int n, int *odata, const int *idata) { + if (n == 0) + return; + + // The idea here is to be able to call scan in-place + int prev = idata[0]; + odata[0] = 0; + for (int i = 1; i < n; ++i) + { + int tmp = idata[i]; + odata[i] = prev + odata[i - 1]; + prev = tmp; + } + } + + void scan(int n, int *odata, const int *idata) { + timer().startCpuTimer(); + scan_implementation(n, odata, idata); timer().endCpuTimer(); } @@ -28,11 +43,19 @@ namespace StreamCompaction { * * @returns the number of elements remaining after compaction. */ - int compactWithoutScan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); - // TODO + int compactWithoutScan(int n, int *odata, const int *idata) { + timer().startCpuTimer(); + + int sum = 0; + for (int i = 0; i < n; ++i) + { + int tmp = idata[i] != 0 ? 1 : 0; + odata[sum] = tmp * idata[i]; + sum += tmp; + } + timer().endCpuTimer(); - return -1; + return sum; } /** @@ -40,11 +63,23 @@ namespace StreamCompaction { * * @returns the number of elements remaining after compaction. */ - int compactWithScan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); - // TODO + int compactWithScan(int n, int *odata, const int *idata) { + timer().startCpuTimer(); + + for (int i = 0; i < n; ++i) + odata[i] = (idata[i] != 0 ? 1 : 0); + + // No malloc + scan_implementation(n, odata, odata); + + // Scatter + int sum = odata[n - 1]; + for (int i = 0; i < n; ++i) + if (idata[i] != 0) + odata[odata[i]] = idata[i]; + timer().endCpuTimer(); - return -1; + return sum; } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 36c5ef2..d97d0e7 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -1,5 +1,6 @@ #include #include +#include #include "common.h" #include "efficient.h" @@ -12,15 +13,123 @@ namespace StreamCompaction { return timer; } + #define blockSize 128 + + __global__ void kernUpSweep(int N, int stride, int halfStride, int * data) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index >= N) + return; + + index = (index + 1) * stride - 1; + data[index] += data[index - halfStride]; + } + + __global__ void kernDownSweepFirst(int N, int stride, int halfStride, int * data) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index >= N) + return; + + index = (index + 1) * stride - 1; + int tmp = data[index - halfStride]; + + // Swap + data[index - halfStride] = 0; + + // Add, replace + data[index] = tmp; + } + + __global__ void kernDownSweep(int N, int stride, int halfStride, int * data) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index >= N) + return; + + index = (index + 1) * stride - 1; + + int value = data[index]; + int tmp = data[index - halfStride]; + + // Swap + data[index - halfStride] = value; + + // Add, replace + data[index] = value + tmp; + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ - void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); - // TODO - timer().endGpuTimer(); + + void scan(int n, int *dev_data) + { + int passes = ilog2ceil(n); + for (int d = 0; d < passes; ++d) + { + int stride = pow(2, d + 1); + int halfStride = stride / 2; + int sliceElements = n / stride; + + //printf("%d, %d, %d \n", sliceElements, stride, halfStride); + dim3 blocks((sliceElements + blockSize - 1) / blockSize); + + kernUpSweep << > > (sliceElements, stride, halfStride, dev_data); + checkCUDAErrorFn("kernUpSweep failed!"); + } + + for (int d = passes - 1; d >= 0; --d) + { + int stride = pow(2, d + 1); + int halfStride = stride / 2; + int sliceElements = n / stride; + + //printf("%d, %d, %d \n", sliceElements, stride, halfStride); + dim3 blocks((sliceElements + blockSize - 1) / blockSize); + + if (d == passes - 1) + { + kernDownSweepFirst << > > (sliceElements, stride, halfStride, dev_data); + checkCUDAErrorFn("kernDownSweepFirst failed!"); + } + else + { + kernDownSweep << > > (sliceElements, stride, halfStride, dev_data); + checkCUDAErrorFn("kernDownSweep failed!"); + } + } } + void scan(int n, int *odata, const int *idata) + { + int * dev_data; + int passes = ilog2ceil(n); + int squareN = pow(2, passes); + + //printf("%d vs %d\n", n, squareN); + + cudaMalloc((void**)&dev_data, squareN * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_data failed!"); + + // calloc + cudaMemset(dev_data, 0, squareN * sizeof(int)); + cudaMemcpy(dev_data, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_data failed!"); + + timer().startGpuTimer(); + + scan(squareN, dev_data); + + timer().endGpuTimer(); + + cudaMemcpy(odata, dev_data, sizeof(int) * n, cudaMemcpyDeviceToHost); + checkCUDAErrorFn("cudaMemcpy dev_data failed!"); + cudaFree(dev_data); + } + /** * Performs stream compaction on idata, storing the result into odata. * All zeroes are discarded. @@ -30,11 +139,54 @@ namespace StreamCompaction { * @param idata The array of elements to compact. * @returns The number of elements remaining after compaction. */ - int compact(int n, int *odata, const int *idata) { + int compact(int n, int *odata, const int *idata) + { + int * dev_data; + int * dev_booleans; + int * dev_data_output; + int passes = ilog2ceil(n); + int squareN = pow(2, passes); + + cudaMalloc((void**)&dev_data_output, squareN * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_data failed!"); + + cudaMalloc((void**)&dev_booleans, squareN * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_data failed!"); + + cudaMalloc((void**)&dev_data, squareN * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_data failed!"); + + // calloc + cudaMemset(dev_data_output, 0, squareN * sizeof(int)); + cudaMemset(dev_data, 0, squareN * sizeof(int)); + cudaMemcpy(dev_data, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_data failed!"); + timer().startGpuTimer(); - // TODO + + dim3 blocks((squareN + blockSize - 1) / blockSize); + StreamCompaction::Common::kernMapToBoolean << > > (squareN, dev_booleans, dev_data); + checkCUDAErrorFn("kernMapToBoolean failed!"); + + scan(squareN, dev_booleans); + + int sum = 0; + cudaMemcpy(&sum, &dev_booleans[squareN-1], sizeof(int), cudaMemcpyDeviceToHost); + + // Note: I removed one of the input arrays + StreamCompaction::Common::kernScatter << > > (squareN, dev_data_output, dev_data, dev_booleans); + checkCUDAErrorFn("kernScatter failed!"); + timer().endGpuTimer(); - return -1; + + cudaMemcpy(odata, dev_data_output, sizeof(int) * sum, cudaMemcpyDeviceToHost); + checkCUDAErrorFn("cudaMemcpy dev_booleans failed!"); + + cudaFree(dev_data); + cudaFree(dev_data_output); + cudaFree(dev_booleans); + + return sum; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 9218f8e..3d73044 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -1,5 +1,6 @@ #include #include +#include #include "common.h" #include "naive.h" @@ -11,15 +12,93 @@ namespace StreamCompaction { static PerformanceTimer timer; return timer; } - // TODO: __global__ + + #define blockSize 128 + + __global__ void kernScanShift(int N, int offset, int * odata, int * idata) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index >= N) + return; + + int res = idata[index]; + + if (index >= offset) + res += idata[index - offset]; + + index += 1; + + if (index < N) + odata[index] = res; + } + + __global__ void kernScan(int N, int offset, int * odata, int * idata) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index >= N) + return; + + int res = idata[index]; + + if (index >= offset) + res += idata[index - offset]; + + odata[index] = res; + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + + int * dev_ping; + int * dev_pong; + + cudaMalloc((void**)&dev_ping, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_ping failed!"); + + cudaMalloc((void**)&dev_pong, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_pong failed!"); + + // Only ping is memcpyed + cudaMemcpy(dev_ping, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_ping failed!"); + + dim3 blocks((n + blockSize - 1) / blockSize); + timer().startGpuTimer(); - // TODO + int passes = ilog2ceil(n); + + for (int d = 0; d < passes; ++d) + { + int offset = pow(2, d); // (d-1)+1 + + if (d == passes - 1) + { + kernScanShift << > > (n, offset, dev_pong, dev_ping); + checkCUDAErrorFn("kernScanShift failed!"); + } + else + { + kernScan << > > (n, offset, dev_pong, dev_ping); + checkCUDAErrorFn("kernScan failed!"); + } + + std::swap(dev_pong, dev_ping); + } timer().endGpuTimer(); + + cudaMemcpy(odata, dev_ping, sizeof(int) * n, cudaMemcpyDeviceToHost); + checkCUDAErrorFn("cudaMemcpy dev_ping failed!"); + + // I decided to do this so that we don't thrash the gpu memory access by jumping + // For very large arrays this should be more efficient than doing it on gpu + odata[0] = 0; + + cudaFree(dev_pong); + cudaFree(dev_ping); } } } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 36b732d..e45e034 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -17,12 +17,16 @@ namespace StreamCompaction { /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ - void scan(int n, int *odata, const int *idata) { + void scan(int n, int *odata, const int *idata) + { + thrust::device_vector dev_thrust_input(idata, idata + n); + thrust::device_vector dev_thrust_output(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_input.begin(), dev_thrust_input.end(), dev_thrust_output.begin()); timer().endGpuTimer(); + + thrust::copy(dev_thrust_output.begin(), dev_thrust_output.end(), odata); } } } From 1c6ba1abf2862b147ac8cef342df62a8d5f041ab Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 14:42:01 -0400 Subject: [PATCH 02/10] + CSV builder --- src/main.cpp | 68 +++++++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 65 insertions(+), 3 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 9891c5e..733a594 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -6,6 +6,10 @@ * @copyright University of Pennsylvania */ +#include +#include +#include +#include #include #include #include @@ -13,7 +17,7 @@ #include #include "testing_helpers.hpp" -const int SIZE = 1 << 20; // feel free to change the size of array +const int SIZE = 1 << 22; // feel free to change the size of array const int NPOT = SIZE - 5; // Non-Power-Of-Two int a[SIZE], b[SIZE], c[SIZE]; @@ -169,12 +173,70 @@ int main(int argc, char* argv[]) { //printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); - bool generateCSV = true; - + bool generateCSV = false; if (generateCSV) { + bool useNPOT = true; + int steps = 22; + std::vector> timeData; + + for (int i = 1; i < steps + 1; ++i) + { + int size = (1 << i); + + if (useNPOT) + size = (size - 3 > 0) ? size - 3 : size; + + int * data = new int[size]; + int * result = new int[size]; + genArray(size, data, i * 5); + zeroArray(size, data); + + std::vector stepData; + stepData.push_back(size); + + // Run each implementation -- we don't care about the results (the previous tests cover that) + { + zeroArray(size, result); + StreamCompaction::CPU::scan(size, result, data); + stepData.push_back(StreamCompaction::CPU::timer().getCpuElapsedTimeForPreviousOperation()); + + zeroArray(size, result); + StreamCompaction::Naive::scan(size, result, data); + stepData.push_back(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation()); + + zeroArray(size, result); + StreamCompaction::Efficient::scan(size, result, data); + stepData.push_back(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation()); + + zeroArray(size, result); + StreamCompaction::Thrust::scan(size, result, data); + stepData.push_back(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation()); + } + + timeData.push_back(stepData); + + delete[] data; + delete[] result; + } + + std::ofstream fstr; + fstr.open("data.csv", std::ofstream::out); + + for (int i = 0; i < timeData.size(); ++i) + { + std::string line = ""; + + for (int j = 0; j < timeData[i].size(); ++j) + line += std::to_string(timeData[i][j]) + ", "; // Parsers remove this + + line += "\n"; + std::cout << line << std::endl; + fstr.write(line.c_str(), line.length()); + } + fstr.close(); } From a57da4125f41887746a9b0af0bceecab1b86f88b Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 14:54:45 -0400 Subject: [PATCH 03/10] + Images --- images/debug_npot.png | Bin 0 -> 64310 bytes images/debug_pot.png | Bin 0 -> 64675 bytes images/debug_vs_release.png | Bin 0 -> 67520 bytes images/pot_vs_npot.png | Bin 0 -> 82363 bytes images/release_npot.png | Bin 0 -> 63981 bytes images/release_pot.png | Bin 0 -> 65162 bytes 6 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 images/debug_npot.png create mode 100644 images/debug_pot.png create mode 100644 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Subject: [PATCH 04/10] Update README.md --- README.md | 28 +++++++++++++++++++++++----- 1 file changed, 23 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index b71c458..521ee30 100644 --- a/README.md +++ b/README.md @@ -3,11 +3,29 @@ CUDA Stream Compaction **University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 2** -* (TODO) YOUR NAME HERE -* Tested on: (TODO) Windows 22, i7-2222 @ 2.22GHz 22GB, GTX 222 222MB (Moore 2222 Lab) +* Mariano Merchante +* Tested on + * Microsoft Windows 10 Pro + * Intel(R) Core(TM) i7-6700HQ CPU @ 2.60GHz, 2601 Mhz, 4 Core(s), 8 Logical Processor(s) + * 32.0 GB RAM + * NVIDIA GeForce GTX 1070 (mobile version) -### (TODO: Your README) +## Details -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) +This project implements and compares different algorithms for scan and compaction, both in GPU and CPU. In particular, it implements a serial version, a naive parallel version, a work efficient version and an implementation from the Thrust library. + +## Note about Work Efficient implementation + +The work efficient implementation tries to reduce the amount of threads dispatched to do both the up and down sweep, and thus it performs better than the naive approach. + +## Analysis + +It is interesting to analyze the results both in debug and release mode, as some behaviour arise. In general, CPU < Naive < Work-Efficient, but the Thrust library implementation radically changes between both. + +![](images/debug_pot.png) +![](images/release_pot.png) + +The relative performances seem to be linearly correlated, exept for Thrust. I suspect this happens because the library does some precomputation and thus becomes faster after some iterations, as the next graph exemplifies. + +![](images/iterations.png) From f21e97bb70e2d7186dcd05ff5fa0ae499e6bbc07 Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 15:09:00 -0400 Subject: [PATCH 05/10] + Images --- images/iterations.png | Bin 0 -> 53979 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 images/iterations.png diff --git a/images/iterations.png b/images/iterations.png new file mode 100644 index 0000000000000000000000000000000000000000..6d174505f7324336cef2efb11a09cff40afcd548 GIT binary patch literal 53979 zcmeFacT`kM7B|{gxquRtoTGq9&Kb!`a?TQ(1_hd&p(P6l2na})oCE{}Buf@a0+O?Y zmYg$9e+TcKxp$Zu->mh%_s?7QTH0NwYVSJrt6e*uZo<@5o(LgS@^o2!w%m_3t-Oaw;(hbX(O%N=i-58tMXdwuU-TD@aLE zJ2*kDY;3_GkjG@2CPYhfl~D9}_CQkU`LkC_Pz?ffY7NPVXZSG;%rv)f6`#{&P7tWK z+>wz%A^Y^^`OT=PXDXH!v{U|ijvF&J(T_JS=ws`P0$+@(BmEp 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In particular, it implements a serial version, a naive parallel version, a work efficient version and an implementation from the Thrust library. - +This project implements and compares different algorithms for scan and stream compaction, both in GPU and CPU. In particular, it implements a serial version, a naive parallel version, a work efficient version and an implementation from the Thrust library. ## Note about Work Efficient implementation -The work efficient implementation tries to reduce the amount of threads dispatched to do both the up and down sweep, and thus it performs better than the naive approach. +My implementation of the Work-Efficient approach tries to reduce the amount of threads dispatched to do both the up and down sweep, and thus it performs better than the naive approach. This happens because occupancy is maximized and only threads that do useful work are running. ## Analysis -It is interesting to analyze the results both in debug and release mode, as some behaviour arise. In general, CPU < Naive < Work-Efficient, but the Thrust library implementation radically changes between both. +It is interesting to analyze the results both in debug and release mode, as some behaviours arise. In general, CPU < Naive < Work-Efficient, but the Thrust library implementation radically changes between both. ![](images/debug_pot.png) ![](images/release_pot.png) +![](images/debug_vs_release.png) -The relative performances seem to be linearly correlated, exept for Thrust. I suspect this happens because the library does some precomputation and thus becomes faster after some iterations, as the next graph exemplifies. +The relative performances seem to be uniformly correlated, exept for Thrust. I suspect this happens because the library does some precomputation and thus becomes faster after some iterations, as the next graph exemplifies. It is also probably faster than my work efficient implementation, as I didn't do any shared memory optimizations. A clear drop in execution time can be seen after the first Thrust run. ![](images/iterations.png) + +It is also useful to analyze the relationship between using power of two arrays or non power of two. Note that the Thrust pattern still emerges. Although the ratio is close to 1, the non power of two case definitely uses more memory than necessary and is going to impact the overall application. + +![](images/debug_npot.png) +![](images/release_npot.png) +![](images/pot_vs_npot.png) + + +An example run can be seen here: +``` +SIZE: 4194304 +**************** +** SCAN TESTS ** +**************** + [ 35 16 14 26 19 39 4 39 24 42 27 45 46 ... 11 0 ] +==== cpu scan, results test ==== +==== PASS: YES ==== + [ 0 1 6 6 7 9 9 ] + [ 0 1 6 6 7 9 9 ] +==== cpu scan, power-of-two ==== + elapsed time: 8.31961ms (std::chrono Measured) + [ 0 35 51 65 91 110 149 153 192 216 258 285 330 ... 102731641 102731652 ] +==== cpu scan, non-power-of-two ==== + elapsed time: 8.75102ms (std::chrono Measured) + [ 0 35 51 65 91 110 149 153 192 216 258 285 330 ... 102731502 102731543 ] + passed +==== naive scan, power-of-two ==== + elapsed time: 4.20352ms (CUDA Measured) + passed +==== naive scan, non-power-of-two ==== + elapsed time: 4.20454ms (CUDA Measured) + passed +==== work-efficient scan, power-of-two ==== + elapsed time: 2.05008ms (CUDA Measured) + passed +==== work-efficient scan, non-power-of-two ==== + elapsed time: 1.88826ms (CUDA Measured) + passed +==== thrust scan, power-of-two ==== + elapsed time: 7.67795ms (CUDA Measured) + passed +==== thrust scan, non-power-of-two ==== + elapsed time: 1.47558ms (CUDA Measured) + passed + +***************************** +** STREAM COMPACTION TESTS ** +***************************** + [ 0 3 3 0 1 1 3 2 2 0 1 3 3 ... 0 0 ] +==== cpu compact without scan, power-of-two ==== +==== PASS: YES ==== + [ 1 5 1 2 3 ] + [ 1 5 1 2 3 ] +==== cpu compact without scan, power-of-two ==== + elapsed time: 7.46312ms (std::chrono Measured) + [ 3 3 1 1 3 2 2 1 3 3 2 3 2 ... 1 1 ] + passed +==== cpu compact without scan, non-power-of-two ==== + elapsed time: 4.41561ms (std::chrono Measured) + [ 3 3 1 1 3 2 2 1 3 3 2 3 2 ... 3 1 ] + passed +==== cpu compact with scan ==== + elapsed time: 25.8876ms (std::chrono Measured) + [ 3 3 1 1 3 2 2 1 3 3 2 3 2 ... 1 1 ] + passed +==== work-efficient compact, power-of-two ==== + elapsed time: 2.75443ms (CUDA Measured) + passed +==== work-efficient compact, non-power-of-two ==== + elapsed time: 2.47562ms (CUDA Measured) + passed +Press any key to continue . . . + + + +``` From 5aa49c1cc549e378b522f7ad6843253f53feacb6 Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 15:21:48 -0400 Subject: [PATCH 07/10] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b804a20..c042503 100644 --- a/README.md +++ b/README.md @@ -29,6 +29,7 @@ It is interesting to analyze the results both in debug and release mode, as some The relative performances seem to be uniformly correlated, exept for Thrust. I suspect this happens because the library does some precomputation and thus becomes faster after some iterations, as the next graph exemplifies. It is also probably faster than my work efficient implementation, as I didn't do any shared memory optimizations. A clear drop in execution time can be seen after the first Thrust run. ![](images/iterations.png) +An example of running the algorithms with an array of the same size. Note how Thrust drops and performs better with time. It is also useful to analyze the relationship between using power of two arrays or non power of two. Note that the Thrust pattern still emerges. Although the ratio is close to 1, the non power of two case definitely uses more memory than necessary and is going to impact the overall application. From 2ee03eadadebb4ac031be8dfb533352f47334b6c Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 15:22:36 -0400 Subject: [PATCH 08/10] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c042503..0ae7e93 100644 --- a/README.md +++ b/README.md @@ -29,6 +29,7 @@ It is interesting to analyze the results both in debug and release mode, as some The relative performances seem to be uniformly correlated, exept for Thrust. I suspect this happens because the library does some precomputation and thus becomes faster after some iterations, as the next graph exemplifies. It is also probably faster than my work efficient implementation, as I didn't do any shared memory optimizations. A clear drop in execution time can be seen after the first Thrust run. ![](images/iterations.png) + An example of running the algorithms with an array of the same size. Note how Thrust drops and performs better with time. It is also useful to analyze the relationship between using power of two arrays or non power of two. Note that the Thrust pattern still emerges. Although the ratio is close to 1, the non power of two case definitely uses more memory than necessary and is going to impact the overall application. From 6de3064fea2fc3273537bb6491fa62a55e7efd26 Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 15:24:33 -0400 Subject: [PATCH 09/10] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0ae7e93..2768d79 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ CUDA Stream Compaction ## Details -This project implements and compares different algorithms for scan and stream compaction, both in GPU and CPU. In particular, it implements a serial version, a naive parallel version, a work efficient version and an implementation from the Thrust library. +This project implements and compares different algorithms for scan and stream compaction, both in GPU and CPU. In particular, it implements a serial version, a naive parallel version, a work efficient version and an implementation from the Thrust library. A simple CSV exporter for performance evaluation is also included. ## Note about Work Efficient implementation From de412381a4c8cee7f8fb52acf873bb9b7c71f673 Mon Sep 17 00:00:00 2001 From: Mariano Merchante Date: Wed, 20 Sep 2017 15:24:52 -0400 Subject: [PATCH 10/10] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2768d79..eaecfcc 100644 --- a/README.md +++ b/README.md @@ -12,7 +12,7 @@ CUDA Stream Compaction ## Details -This project implements and compares different algorithms for scan and stream compaction, both in GPU and CPU. In particular, it implements a serial version, a naive parallel version, a work efficient version and an implementation from the Thrust library. A simple CSV exporter for performance evaluation is also included. +This project implements and compares different algorithms for scan and stream compaction, both in GPU and CPU. In particular, it implements a serial version, a naive parallel version, a work efficient version and an implementation from the Thrust library. A simple CSV exporter for automated performance evaluation is also included. ## Note about Work Efficient implementation