From 773cce8e78b65760f353e3497b22457c8bd3e485 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Thu, 14 Sep 2017 01:49:30 -0400 Subject: [PATCH 01/15] completed part 1. i think. might need to double check outputs --- stream_compaction/common.h | 196 ++++++++++++++++++------------------- stream_compaction/cpu.cu | 138 +++++++++++++++++++++++--- 2 files changed, 220 insertions(+), 114 deletions(-) diff --git a/stream_compaction/common.h b/stream_compaction/common.h index 55f1b38..8014d1a 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -1,14 +1,14 @@ #pragma once -#include -#include - -#include -#include -#include -#include +#include +#include + +#include +#include +#include +#include #include -#include +#include #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) @@ -37,96 +37,96 @@ namespace StreamCompaction { __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices); - /** - * This class is used for timing the performance - * Uncopyable and unmovable - * - * Adapted from WindyDarian(https://github.com/WindyDarian) - */ - class PerformanceTimer - { - public: - PerformanceTimer() - { - cudaEventCreate(&event_start); - cudaEventCreate(&event_end); - } - - ~PerformanceTimer() - { - cudaEventDestroy(event_start); - cudaEventDestroy(event_end); - } - - void startCpuTimer() - { - if (cpu_timer_started) { throw std::runtime_error("CPU timer already started"); } - cpu_timer_started = true; - - time_start_cpu = std::chrono::high_resolution_clock::now(); - } - - void endCpuTimer() - { - time_end_cpu = std::chrono::high_resolution_clock::now(); - - if (!cpu_timer_started) { throw std::runtime_error("CPU timer not started"); } - - std::chrono::duration duro = time_end_cpu - time_start_cpu; - prev_elapsed_time_cpu_milliseconds = - static_cast(duro.count()); - - cpu_timer_started = false; - } - - void startGpuTimer() - { - if (gpu_timer_started) { throw std::runtime_error("GPU timer already started"); } - gpu_timer_started = true; - - cudaEventRecord(event_start); - } - - void endGpuTimer() - { - cudaEventRecord(event_end); - cudaEventSynchronize(event_end); - - if (!gpu_timer_started) { throw std::runtime_error("GPU timer not started"); } - - cudaEventElapsedTime(&prev_elapsed_time_gpu_milliseconds, event_start, event_end); - gpu_timer_started = false; - } - - float getCpuElapsedTimeForPreviousOperation() //noexcept //(damn I need VS 2015 - { - return prev_elapsed_time_cpu_milliseconds; - } - - float getGpuElapsedTimeForPreviousOperation() //noexcept - { - return prev_elapsed_time_gpu_milliseconds; - } - - // remove copy and move functions - PerformanceTimer(const PerformanceTimer&) = delete; - PerformanceTimer(PerformanceTimer&&) = delete; - PerformanceTimer& operator=(const PerformanceTimer&) = delete; - PerformanceTimer& operator=(PerformanceTimer&&) = delete; - - private: - cudaEvent_t event_start = nullptr; - cudaEvent_t event_end = nullptr; - - using time_point_t = std::chrono::high_resolution_clock::time_point; - time_point_t time_start_cpu; - time_point_t time_end_cpu; - - bool cpu_timer_started = false; - bool gpu_timer_started = false; - - float prev_elapsed_time_cpu_milliseconds = 0.f; - float prev_elapsed_time_gpu_milliseconds = 0.f; + /** + * This class is used for timing the performance + * Uncopyable and unmovable + * + * Adapted from WindyDarian(https://github.com/WindyDarian) + */ + class PerformanceTimer + { + public: + PerformanceTimer() + { + cudaEventCreate(&event_start); + cudaEventCreate(&event_end); + } + + ~PerformanceTimer() + { + cudaEventDestroy(event_start); + cudaEventDestroy(event_end); + } + + void startCpuTimer() + { + if (cpu_timer_started) { throw std::runtime_error("CPU timer already started"); } + cpu_timer_started = true; + + time_start_cpu = std::chrono::high_resolution_clock::now(); + } + + void endCpuTimer() + { + time_end_cpu = std::chrono::high_resolution_clock::now(); + + if (!cpu_timer_started) { throw std::runtime_error("CPU timer not started"); } + + std::chrono::duration duro = time_end_cpu - time_start_cpu; + prev_elapsed_time_cpu_milliseconds = + static_cast(duro.count()); + + cpu_timer_started = false; + } + + void startGpuTimer() + { + if (gpu_timer_started) { throw std::runtime_error("GPU timer already started"); } + gpu_timer_started = true; + + cudaEventRecord(event_start); + } + + void endGpuTimer() + { + cudaEventRecord(event_end); + cudaEventSynchronize(event_end); + + if (!gpu_timer_started) { throw std::runtime_error("GPU timer not started"); } + + cudaEventElapsedTime(&prev_elapsed_time_gpu_milliseconds, event_start, event_end); + gpu_timer_started = false; + } + + float getCpuElapsedTimeForPreviousOperation() //noexcept //(damn I need VS 2015 + { + return prev_elapsed_time_cpu_milliseconds; + } + + float getGpuElapsedTimeForPreviousOperation() //noexcept + { + return prev_elapsed_time_gpu_milliseconds; + } + + // remove copy and move functions + PerformanceTimer(const PerformanceTimer&) = delete; + PerformanceTimer(PerformanceTimer&&) = delete; + PerformanceTimer& operator=(const PerformanceTimer&) = delete; + PerformanceTimer& operator=(PerformanceTimer&&) = delete; + + private: + cudaEvent_t event_start = nullptr; + cudaEvent_t event_end = nullptr; + + using time_point_t = std::chrono::high_resolution_clock::time_point; + time_point_t time_start_cpu; + time_point_t time_end_cpu; + + bool cpu_timer_started = false; + bool gpu_timer_started = false; + + float prev_elapsed_time_cpu_milliseconds = 0.f; + float prev_elapsed_time_gpu_milliseconds = 0.f; }; } } diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 05ce667..85c9186 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -1,50 +1,156 @@ #include #include "cpu.h" -#include "common.h" +#include "common.h" + +/* + * This stream compaction method will remove 0s from an array of ints. +*/ namespace StreamCompaction { namespace CPU { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; } /** - * CPU scan (prefix sum). + * CPU scan (prefix sum). Compute an EXCLUSIVE prefix sum * 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 - timer().endCpuTimer(); - } + // TODO + + bool timerHasStartedElsewhere = false; + try + { + timer().startCpuTimer(); //if this fails (b/c it was called elsewhere), it'll go into the catch + } + catch (std::runtime_error &e) + { + timerHasStartedElsewhere = true; + } + + odata[0] = 0; + for (int k = 1; k < n; k++) + { + odata[k] = odata[k - 1] + idata[k - 1]; + } + + //Only want to call endTimer if startTimer hasn't been called elsewhere + if (!timerHasStartedElsewhere) + { + timer().endCpuTimer(); + } + + }//end scan function /** * CPU stream compaction without using the scan function. * * @returns the number of elements remaining after compaction. + + * Notes: + Compute temp array containing 0's and 1's whether element meets criteria + */ int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO - timer().endCpuTimer(); - return -1; + + // TODO + + //Fill odata with elements from idata that aren't 0 (if any, this array's size will be less than idata) + int counter = 0; + + for (int k = 0; k < n; k++) + { + if (idata[k] != 0) + { + odata[counter] = idata[k]; + counter++; + } + } + + timer().endCpuTimer(); + + return counter; //return size of odata } /** * CPU stream compaction using scan and scatter, like the parallel version. * * @returns the number of elements remaining after compaction. + + * Notes: + Map the input array to an array of 0s and 1s, scan it, + and use scatter to produce the output. + You will need a CPU scatter implementation for this + (see slides or GPU Gems chapter for an explanation). */ int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + + // TODO + //Map input array to temp array of 0's and 1's + int* itemp = (int *)malloc(sizeof(int) * n); //new int[n]; + int counter = 0; + for (int k = 0; k < n; k++) + { + if (idata[k] != 0) + { + itemp[k] = 1; + counter++; + } + else + { + itemp[k] = 0; + } + } + + //Scan temp array + int* otemp = (int *)malloc(sizeof(int) * n); //new int[n]; + scan(n, otemp, itemp); + + + //Use scatter to produce output + //Scan array values act as destination indices in odata + int counter2 = 0; + for (int k = 0; k < n; k++) + { + if (itemp[k] == 1) + { + int otempK = otemp[k]; + int idatak = idata[k]; + + //if (otemp[k] == 0) + //{ + // int blah = idata[k]; + // printf("blah"); + //} + + odata[otemp[k]] = idata[k]; + counter2++; + } + } + + + //TESTING + //for (int k = 0; k < counter; k++) + //{ + // if (odata[k] == 0) + // { + // printf("The result of counter and counter 2 is %d and %d\n", counter, counter2); + // printf("The result of odata is %d\n", odata[k]); + // } + //} + + + timer().endCpuTimer(); - return -1; + return counter; } } } From f3bcd6a0c66e6746932197d4191a54d5ba3b3de5 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Thu, 14 Sep 2017 14:41:46 -0400 Subject: [PATCH 02/15] completed part 2 --- src/main.cpp | 9 ++- stream_compaction/efficient.cu | 10 ++-- stream_compaction/naive.cu | 106 +++++++++++++++++++++++++++++---- stream_compaction/naive.h | 2 + stream_compaction/thrust.cu | 10 ++-- 5 files changed, 114 insertions(+), 23 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 7305641..e0287c0 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,7 +13,10 @@ #include #include "testing_helpers.hpp" -const int SIZE = 1 << 8; // feel free to change the size of array +//const int SIZE = 1 << 8; // = 256, feel free to change the size of array +//const int SIZE = 1 << 3; // = 8, feel free to change the size of array +const int SIZE = 1 << 2; // = 4, feel free to change the size of array + const int NPOT = SIZE - 3; // Non-Power-Of-Two int a[SIZE], b[SIZE], c[SIZE]; @@ -49,14 +52,14 @@ int main(int argc, char* argv[]) { printDesc("naive scan, power-of-two"); StreamCompaction::Naive::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); printDesc("naive scan, non-power-of-two"); StreamCompaction::Naive::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Naive::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); zeroArray(SIZE, c); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 36c5ef2..fd1d622 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -5,11 +5,11 @@ namespace StreamCompaction { namespace Efficient { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; } /** diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 9218f8e..c0fd9fe 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -3,23 +3,109 @@ #include "common.h" #include "naive.h" +//Block size used for CUDA kernel launch +#define blockSize 128 //Change this for performance analysis + namespace StreamCompaction { namespace Naive { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; } + + /* + Notes: + + This uses the "Naive" algorithm from GPU Gems 3, Section 39.2.1. + Example 39-1 uses shared memory. This is not required in this project. You can simply use global memory. + As a result of this, you will have to do ilog2ceil(n) separate kernel invocations. + + Since your individual GPU threads are not guaranteed to run simultaneously, + you can't generally operate on an array in-place on the GPU; it will cause race conditions. + Instead, create two device arrays. Swap them at each iteration: + read from A and write to B, read from B and write to A, and so on. + + Beware of errors in Example 39-1 in the chapter; + both the pseudocode and the CUDA code in the online version of Chapter 39 + are known to have a few small errors (in superscripting, missing braces, bad indentation, etc.) + + Be sure to test non-power-of-two-sized arrays. + */ + // TODO: __global__ + __global__ void computeNaiveScanHelper(int n, int factor, int *odata, const int *idata) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index < n) + { + if (index >= factor) + { + odata[index] = idata[index - factor] + idata[index]; + } + else + { + odata[index] = idata[index]; + } + } + }//end computeNaiveScanHelper + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. - */ + */ void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); - // TODO + + // TODO + + //create 2 device arrays + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + int *inArray; + int *outArray; + cudaMalloc((void**)&inArray, n * sizeof(int)); + checkCUDAError("cudaMalloc inArray failed!"); + cudaMalloc((void**)&outArray, n * sizeof(int)); + checkCUDAError("cudaMalloc outArray failed!"); + cudaThreadSynchronize(); + + //Copy data to GPU + //int firstOut = 0; + //int *firstOut = new int[n]; + //firstOut[0] = 0; + + cudaMemcpy(inArray, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + + //cudaMemcpy(outArray, &firstOut, sizeof(int) * 1, cudaMemcpyHostToDevice); + //cudaMemcpy(outArray, firstOut, sizeof(int) * n, cudaMemcpyHostToDevice); + + for (int d = 1; d <= ilog2ceil(n); d++) + { + //Call kernel + //int factor = pow(2, d - 1); + int factor = 1 << (d - 1); + computeNaiveScanHelper<<>>(n, factor, outArray, inArray); + + cudaThreadSynchronize(); //make sure the GPU finishes before the next iteration of the loop + + //Swap arrays at each iteration + std::swap(outArray, inArray); + } + + //Copy data back to CPU + + //cudaMemcpy(odata, outArray, sizeof(int) * n, cudaMemcpyDeviceToHost); + + odata[0] = 0; + cudaMemcpy(odata + 1, inArray, sizeof(int) * (n - 1), cudaMemcpyDeviceToHost); + + //FREE THE ARRAYS + cudaFree(inArray); + cudaFree(outArray); + timer().endGpuTimer(); - } - } -} + }//end scan function + }//end namespace Naive +}//end namespace StreamCompaction diff --git a/stream_compaction/naive.h b/stream_compaction/naive.h index 37dcb06..a34d1e5 100644 --- a/stream_compaction/naive.h +++ b/stream_compaction/naive.h @@ -6,6 +6,8 @@ namespace StreamCompaction { namespace Naive { StreamCompaction::Common::PerformanceTimer& timer(); + __global__ void computeNaiveScanHelper(int n, int d, int *odata, const int *idata); + void scan(int n, int *odata, const int *idata); } } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 36b732d..e3b3268 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -8,11 +8,11 @@ namespace StreamCompaction { namespace Thrust { - using StreamCompaction::Common::PerformanceTimer; - PerformanceTimer& timer() - { - static PerformanceTimer timer; - return timer; + using StreamCompaction::Common::PerformanceTimer; + PerformanceTimer& timer() + { + static PerformanceTimer timer; + return timer; } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. From cf8592842010e9a98073c9b8188749945a7004c9 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Fri, 15 Sep 2017 11:30:28 -0400 Subject: [PATCH 03/15] completed part 3 scan function only for power of two array. need to fix non power of two --- src/main.cpp | 9 +-- stream_compaction/common.cu | 1 + stream_compaction/common.h | 3 + stream_compaction/efficient.cu | 112 ++++++++++++++++++++++++++++++++- stream_compaction/efficient.h | 4 ++ stream_compaction/naive.cu | 21 ++----- 6 files changed, 129 insertions(+), 21 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index e0287c0..450f680 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,9 +13,10 @@ #include #include "testing_helpers.hpp" + //const int SIZE = 1 << 8; // = 256, feel free to change the size of array -//const int SIZE = 1 << 3; // = 8, feel free to change the size of array -const int SIZE = 1 << 2; // = 4, feel free to change the size of array +const int SIZE = 1 << 3; // = 8, feel free to change the size of array +//const int SIZE = 1 << 2; // = 4, feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two int a[SIZE], b[SIZE], c[SIZE]; @@ -66,14 +67,14 @@ 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.cu b/stream_compaction/common.cu index 8fc0211..2684fdc 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -1,5 +1,6 @@ #include "common.h" + void checkCUDAErrorFn(const char *msg, const char *file, int line) { cudaError_t err = cudaGetLastError(); if (cudaSuccess == err) { diff --git a/stream_compaction/common.h b/stream_compaction/common.h index 8014d1a..485df32 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -13,6 +13,9 @@ #define FILENAME (strrchr(__FILE__, '/') ? strrchr(__FILE__, '/') + 1 : __FILE__) #define checkCUDAError(msg) checkCUDAErrorFn(msg, FILENAME, __LINE__) +//Block size used for CUDA kernel launch +#define blockSize 128 //Change this for performance analysis + /** * 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 fd1d622..2a60b51 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,12 +12,122 @@ namespace StreamCompaction { return timer; } + __global__ void upSweep(int n, int factorPlusOne, int factor, int *idata) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index < n) + { + if (index % factorPlusOne == 0) + { + idata[index + factorPlusOne - 1] += idata[index + factor - 1] ; + } + } + }//end upSweep function + + __global__ void downSweep(int n, int factorPlusOne, int factor, int *idata) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index < n) + { + //if (index == 0) + //{ + // idata[n - 1] = 0; + //} + + if (index % factorPlusOne == 0) + { + int leftChild = idata[index + factor - 1]; + idata[index + factor - 1] = idata[index + factorPlusOne - 1]; + idata[index + factorPlusOne - 1] += leftChild; + } + } + }//end downSweep function + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. + + * Notes: + Most of the text in Part 2 applies. + This uses the "Work-Efficient" algorithm from GPU Gems 3, Section 39.2.2. + This can be done in place - it doesn't suffer from the race conditions of the naive method, + since there won't be a case where one thread writes to and another thread reads from the same location in the array. + Beware of errors in Example 39-2. Test non-power-of-two-sized arrays. + Since the work-efficient scan operates on a binary tree structure, it works best with arrays with power-of-two length. + Make sure your implementation works on non-power-of-two sized arrays (see ilog2ceil). + This requires extra memory, so your intermediate array sizes + will need to be rounded to the next power of two. */ void scan(int n, int *odata, const int *idata) { timer().startGpuTimer(); - // TODO + + // TODO + + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + + int *inArray; //for up sweep + cudaMalloc((void**)&inArray, n * sizeof(int)); + checkCUDAError("cudaMalloc inArray failed!"); + + int *inArray2; //for down sweep + cudaMalloc((void**)&inArray2, n * sizeof(int)); + checkCUDAError("cudaMalloc inArray2 failed!"); + + cudaThreadSynchronize(); + + //Copy input data to GPU + cudaMemcpy(inArray, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + + //ADD SOME CONDITION TO MAKE SURE INARRAY IS ALWAYS SIZE OF POWER OF TWO + + //Up sweep + for (int d = 0; d <= ilog2ceil(n) - 1; d++) + { + int factorOut = 1 << (d + 1); //2^(d + 1) + int factorIn = 1 << d; //2^d + upSweep<<>>(n, factorOut, factorIn, inArray); + + //Make sure the GPU finishes before the next iteration of the loop + cudaThreadSynchronize(); + } + + //Down sweep + + //Can you not send CPU arrays into a kernel? Yeah probs not, sounds stupid + //Is there a better way to do this? Should I just make a kernel of one block??? + + //odata[n - 1] = 0; + //cudaMemcpy(odata, inArray, sizeof(int) * (n - 1), cudaMemcpyDeviceToHost); + //cudaMemcpy(inArray2, odata, sizeof(int) * (n), cudaMemcpyHostToDevice); + + //Previous way is stupid with 2 memcpy's. Expensive to bring back to host. Do this instead. + int lastElem = 0; + cudaMemcpy(inArray + (n - 1), &lastElem, sizeof(int) * 1, cudaMemcpyHostToDevice); + + for (int d = ilog2ceil(n) - 1; d >= 0; d--) + { + int factorPlusOne = 1 << (d + 1); //2^(d + 1) + int factor = 1 << d; //2^d + + downSweep<<>>(n, factorPlusOne, factor, inArray); + //downSweep<<>>(n, factorPlusOne, factor, inArray2); + + cudaThreadSynchronize(); + } + + + + + //Transfer to odata + cudaMemcpy(odata, inArray, sizeof(int) * (n), cudaMemcpyDeviceToHost); + //cudaMemcpy(odata, inArray2, sizeof(int) * (n), cudaMemcpyDeviceToHost); + + + //Free the temp device array + cudaFree(inArray); + cudaFree(inArray2); + timer().endGpuTimer(); } diff --git a/stream_compaction/efficient.h b/stream_compaction/efficient.h index 803cb4f..f70a839 100644 --- a/stream_compaction/efficient.h +++ b/stream_compaction/efficient.h @@ -6,6 +6,10 @@ namespace StreamCompaction { namespace Efficient { StreamCompaction::Common::PerformanceTimer& timer(); + __global__ void upSweep(int n, int factorPlusOne, int factor, int *idata); + + __global__ void downSweep(int n, int factorPlusOne, int factor, int *idata); + void scan(int n, int *odata, const int *idata); int compact(int n, int *odata, const int *idata); diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index c0fd9fe..e655bb7 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -3,8 +3,6 @@ #include "common.h" #include "naive.h" -//Block size used for CUDA kernel launch -#define blockSize 128 //Change this for performance analysis namespace StreamCompaction { namespace Naive { @@ -71,33 +69,24 @@ namespace StreamCompaction { checkCUDAError("cudaMalloc outArray failed!"); cudaThreadSynchronize(); - //Copy data to GPU - //int firstOut = 0; - //int *firstOut = new int[n]; - //firstOut[0] = 0; - + //Copy input data to GPU cudaMemcpy(inArray, idata, sizeof(int) * n, cudaMemcpyHostToDevice); - //cudaMemcpy(outArray, &firstOut, sizeof(int) * 1, cudaMemcpyHostToDevice); - //cudaMemcpy(outArray, firstOut, sizeof(int) * n, cudaMemcpyHostToDevice); - for (int d = 1; d <= ilog2ceil(n); d++) { //Call kernel - //int factor = pow(2, d - 1); int factor = 1 << (d - 1); computeNaiveScanHelper<<>>(n, factor, outArray, inArray); - cudaThreadSynchronize(); //make sure the GPU finishes before the next iteration of the loop + //Make sure the GPU finishes before the next iteration of the loop + cudaThreadSynchronize(); //Swap arrays at each iteration std::swap(outArray, inArray); } - //Copy data back to CPU - - //cudaMemcpy(odata, outArray, sizeof(int) * n, cudaMemcpyDeviceToHost); - + //Copy output data back to CPU + //Make sure you're copying from inArray since you swap them every iteration odata[0] = 0; cudaMemcpy(odata + 1, inArray, sizeof(int) * (n - 1), cudaMemcpyDeviceToHost); From cef675a2480d3eae9b4aaac66bf9e86e59194fdc Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Fri, 15 Sep 2017 18:40:11 -0400 Subject: [PATCH 04/15] finished part 3 scan function for both power of two and non power of two --- src/main.cpp | 6 ++- stream_compaction/efficient.cu | 91 +++++++++++++++++----------------- stream_compaction/thrust.cu | 9 ++++ 3 files changed, 60 insertions(+), 46 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 450f680..9fd60f4 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -15,7 +15,9 @@ //const int SIZE = 1 << 8; // = 256, feel free to change the size of array -const int SIZE = 1 << 3; // = 8, feel free to change the size of array +//const int SIZE = 1 << 5; // = 32, feel free to change the size of array +const int SIZE = 1 << 4; // = 16, feel free to change the size of array +//const int SIZE = 1 << 3; // = 8, feel free to change the size of array //const int SIZE = 1 << 2; // = 4, feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two @@ -74,6 +76,8 @@ 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); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2a60b51..4e49051 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -20,7 +20,7 @@ namespace StreamCompaction { { if (index % factorPlusOne == 0) { - idata[index + factorPlusOne - 1] += idata[index + factor - 1] ; + idata[index + factorPlusOne - 1] += idata[index + factor - 1]; } } }//end upSweep function @@ -31,11 +31,6 @@ namespace StreamCompaction { if (index < n) { - //if (index == 0) - //{ - // idata[n - 1] = 0; - //} - if (index % factorPlusOne == 0) { int leftChild = idata[index + factor - 1]; @@ -63,73 +58,79 @@ namespace StreamCompaction { timer().startGpuTimer(); // TODO - - dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); - int *inArray; //for up sweep - cudaMalloc((void**)&inArray, n * sizeof(int)); - checkCUDAError("cudaMalloc inArray failed!"); + //If non-power-of-two sized array, round to next power of two + int new_n; + int *new_idata; - int *inArray2; //for down sweep - cudaMalloc((void**)&inArray2, n * sizeof(int)); - checkCUDAError("cudaMalloc inArray2 failed!"); + if (n % 2 != 0) + { + new_n = 1 << ilog2ceil(n);//ilog2ceil(n) + n; //<--- THIS IS WRONG + new_idata = new int[new_n]; + + //fill the rest of the space with 0's + for (int i = 0; i <= new_n; i++) //SHOULD THIS BE < or <=???? + { + if (i < n) + { + new_idata[i] = idata[i]; + } + else + { + new_idata[i] = 0; + } + } + } + else + { + new_n = n; + new_idata = new int[new_n]; + cudaMemcpy(new_idata, idata, sizeof(int) * new_n, cudaMemcpyHostToHost); + } + + dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); - cudaThreadSynchronize(); + int *inArray; + cudaMalloc((void**)&inArray, new_n * sizeof(int)); + checkCUDAError("cudaMalloc inArray failed!"); //Copy input data to GPU - cudaMemcpy(inArray, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); + cudaThreadSynchronize(); + - //ADD SOME CONDITION TO MAKE SURE INARRAY IS ALWAYS SIZE OF POWER OF TWO //Up sweep - for (int d = 0; d <= ilog2ceil(n) - 1; d++) + for (int d = 0; d <= ilog2ceil(new_n) - 1; d++) { int factorOut = 1 << (d + 1); //2^(d + 1) int factorIn = 1 << d; //2^d - upSweep<<>>(n, factorOut, factorIn, inArray); + upSweep<<>>(new_n, factorOut, factorIn, inArray); //Make sure the GPU finishes before the next iteration of the loop cudaThreadSynchronize(); } //Down sweep - - //Can you not send CPU arrays into a kernel? Yeah probs not, sounds stupid - //Is there a better way to do this? Should I just make a kernel of one block??? - - //odata[n - 1] = 0; - //cudaMemcpy(odata, inArray, sizeof(int) * (n - 1), cudaMemcpyDeviceToHost); - //cudaMemcpy(inArray2, odata, sizeof(int) * (n), cudaMemcpyHostToDevice); - - //Previous way is stupid with 2 memcpy's. Expensive to bring back to host. Do this instead. int lastElem = 0; - cudaMemcpy(inArray + (n - 1), &lastElem, sizeof(int) * 1, cudaMemcpyHostToDevice); + cudaMemcpy(inArray + (new_n - 1), &lastElem, sizeof(int) * 1, cudaMemcpyHostToDevice); - for (int d = ilog2ceil(n) - 1; d >= 0; d--) + for (int d = ilog2ceil(new_n) - 1; d >= 0; d--) { int factorPlusOne = 1 << (d + 1); //2^(d + 1) int factor = 1 << d; //2^d - - downSweep<<>>(n, factorPlusOne, factor, inArray); - //downSweep<<>>(n, factorPlusOne, factor, inArray2); - + downSweep<<>>(new_n, factorPlusOne, factor, inArray); cudaThreadSynchronize(); } - - - //Transfer to odata - cudaMemcpy(odata, inArray, sizeof(int) * (n), cudaMemcpyDeviceToHost); - //cudaMemcpy(odata, inArray2, sizeof(int) * (n), cudaMemcpyDeviceToHost); - + cudaMemcpy(odata, inArray, sizeof(int) * (new_n), cudaMemcpyDeviceToHost); //Free the temp device array cudaFree(inArray); - cudaFree(inArray2); timer().endGpuTimer(); - } + }//end scan function /** * Performs stream compaction on idata, storing the result into odata. @@ -145,6 +146,6 @@ namespace StreamCompaction { // TODO timer().endGpuTimer(); return -1; - } - } -} + }//end compact function + }//end namespace Efficient +}//end namespace StreamCompaction diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index e3b3268..4459eec 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -22,6 +22,15 @@ 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()); + + + //thrust::device_ptr dev_thrust_keys(dev_intKeys); + //thrust::device_ptr dev_thrust_values(dev_intValues); + + //dv_in = idata; + //dv_out = odata; + + timer().endGpuTimer(); } } From f94c1ec0bdb2ac6da101213845d1bb0fbc1074ee Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Sun, 17 Sep 2017 13:32:58 -0400 Subject: [PATCH 05/15] completed part 3 and 4 --- src/main.cpp | 12 ++--- stream_compaction/common.cu | 29 ++++++++++- stream_compaction/efficient.cu | 94 +++++++++++++++++++++++++++++----- stream_compaction/thrust.cu | 38 +++++++++++--- 4 files changed, 147 insertions(+), 26 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 9fd60f4..861c815 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -14,9 +14,9 @@ #include "testing_helpers.hpp" -//const int SIZE = 1 << 8; // = 256, feel free to change the size of array +const int SIZE = 1 << 8; // = 256, feel free to change the size of array //const int SIZE = 1 << 5; // = 32, feel free to change the size of array -const int SIZE = 1 << 4; // = 16, feel free to change the size of array +//const int SIZE = 1 << 4; // = 16, feel free to change the size of array //const int SIZE = 1 << 3; // = 8, feel free to change the size of array //const int SIZE = 1 << 2; // = 4, feel free to change the size of array @@ -85,14 +85,14 @@ int main(int argc, char* argv[]) { printDesc("thrust scan, power-of-two"); StreamCompaction::Thrust::scan(SIZE, c, a); printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); printDesc("thrust scan, non-power-of-two"); StreamCompaction::Thrust::scan(NPOT, c, a); printElapsedTime(StreamCompaction::Thrust::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(NPOT, c, true); + printArray(NPOT, c, true); printCmpResult(NPOT, b, c); printf("\n"); @@ -137,14 +137,14 @@ int main(int argc, char* argv[]) { printDesc("work-efficient compact, power-of-two"); count = StreamCompaction::Efficient::compact(SIZE, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(count, c, true); + printArray(count, c, true); printCmpLenResult(count, expectedCount, b, c); zeroArray(SIZE, c); printDesc("work-efficient compact, non-power-of-two"); count = StreamCompaction::Efficient::compact(NPOT, c, a); printElapsedTime(StreamCompaction::Efficient::timer().getGpuElapsedTimeForPreviousOperation(), "(CUDA Measured)"); - //printArray(count, c, true); + printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); system("pause"); // stop Win32 console from closing on exit diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2684fdc..db96609 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -24,7 +24,22 @@ namespace StreamCompaction { * 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 + + // TODO + + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index < n) + { + if (idata[index] == 0) + { + bools[index] = 0; + } + else + { + bools[index] = 1; + } + }//end kernMapToBoolean function } /** @@ -34,7 +49,17 @@ namespace StreamCompaction { __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices) { // TODO - } + + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index < n) + { + if (bools[index] == 1) + { + odata[indices[index]] = idata[index]; + } + } + }//end kernScatter function } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 4e49051..cbfdb76 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -55,8 +55,6 @@ namespace StreamCompaction { will need to be rounded to the next power of two. */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); - // TODO //If non-power-of-two sized array, round to next power of two @@ -65,11 +63,11 @@ namespace StreamCompaction { if (n % 2 != 0) { - new_n = 1 << ilog2ceil(n);//ilog2ceil(n) + n; //<--- THIS IS WRONG + new_n = 1 << ilog2ceil(n); new_idata = new int[new_n]; - //fill the rest of the space with 0's - for (int i = 0; i <= new_n; i++) //SHOULD THIS BE < or <=???? + //Fill the rest of the space with 0's + for (int i = 0; i < new_n; i++) //SHOULD THIS BE < or <=???? { if (i < n) { @@ -98,7 +96,15 @@ namespace StreamCompaction { cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); cudaThreadSynchronize(); - + bool timerHasStartedElsewhere = false; + try + { + timer().startGpuTimer(); + } + catch (std::runtime_error &e) + { + timerHasStartedElsewhere = true; + } //Up sweep for (int d = 0; d <= ilog2ceil(new_n) - 1; d++) @@ -123,13 +129,16 @@ namespace StreamCompaction { cudaThreadSynchronize(); } + if (!timerHasStartedElsewhere) + { + timer().endGpuTimer(); + } + //Transfer to odata cudaMemcpy(odata, inArray, sizeof(int) * (new_n), cudaMemcpyDeviceToHost); //Free the temp device array cudaFree(inArray); - - timer().endGpuTimer(); }//end scan function /** @@ -142,10 +151,71 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { - timer().startGpuTimer(); - // TODO - timer().endGpuTimer(); - return -1; + // TODO + + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + + int *inArray; + int *boolsArray; + cudaMalloc((void**)&inArray, n * sizeof(int)); + checkCUDAError("cudaMalloc inArray failed!"); + cudaMalloc((void**)&boolsArray, n * sizeof(int)); + checkCUDAError("cudaMalloc boolsArray failed!"); + + int* scan_in = new int[n]; + int* scan_out = new int[n]; + + int *scatter_in; + int *scatter_out; + cudaMalloc((void**)&scatter_in, n * sizeof(int)); + checkCUDAError("cudaMalloc scatter_in failed!"); + cudaMalloc((void**)&scatter_out, n * sizeof(int)); + checkCUDAError("cudaMalloc scatter_out failed!"); + + cudaThreadSynchronize(); + + //Copy input data to GPU + cudaMemcpy(inArray, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + + timer().startGpuTimer(); + + //Call kernMapToBoolean to map values to bool array + Common::kernMapToBoolean<<>>(n, boolsArray, inArray); + + //Copy back to host array, find how many fulfilled condition, and run exclusive scan + cudaMemcpy(scan_in, boolsArray, sizeof(int) * n, cudaMemcpyDeviceToHost); + + int numPassedElements = 0; + for (int i = 0; i < n; i++) + { + if (scan_in[i] == 1) + { + numPassedElements++; + } + } + + scan(n, scan_out, scan_in); + + //Copy output of CPU scan to scatter device array + cudaMemcpy(scatter_in, scan_out, sizeof(int) * n, cudaMemcpyHostToDevice); + + //Call kernScatter with scanned boolsArray + Common::kernScatter<<>>(n, scatter_out, inArray, boolsArray, scatter_in); + + timer().endGpuTimer(); + + //SCATTER OUT ISNT GONNA BE THE SAME SIZE AS N + //Should I replace n with numPassedElements? + cudaMemcpy(odata, scatter_out, sizeof(int) * n, cudaMemcpyDeviceToHost); + + //Free the device arrays + cudaFree(inArray); + cudaFree(boolsArray); + cudaFree(scatter_in); + cudaFree(scatter_out); + + return numPassedElements; + }//end compact function }//end namespace Efficient }//end namespace StreamCompaction diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 4459eec..f0d65ca 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -16,22 +16,48 @@ namespace StreamCompaction { } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. + + Notes: + This should be a very short function which wraps a call to the + Thrust library function thrust::exclusive_scan(first, last, result). + + To measure timing, be sure to exclude memory operations by passing + exclusive_scan a thrust::device_vector (which is already allocated on the GPU). + You can create a thrust::device_vector by creating a + thrust::host_vector from the given pointer, then casting it. + + For thrust stream compaction, take a look at thrust::remove_if. + It's not required to analyze thrust::remove_if but you're encouraged to do so. + + Thrust Documentation: http://docs.nvidia.com/cuda/thrust/index.html + Thrust Quick Start Guide: https://github.com/thrust/thrust/wiki/Quick-Start-Guide */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); // TODO use `thrust::exclusive_scan` // example: for device_vectors dv_in and dv_out: // thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + //Create host vectors + thrust::host_vector host_vector_in(n); + //thrust::host_vector host_vector_out(n); + + //Use thrust::copy to copy data between host and device + thrust::copy(idata, idata + n, host_vector_in.begin()); + + //Create device vectors to put into thrust::exclusive_scan. + //Cast the host vector to device vector + thrust::device_vector dev_vector_in = host_vector_in; + thrust::device_vector dev_vector_out(n);// = host_vector_out; - //thrust::device_ptr dev_thrust_keys(dev_intKeys); - //thrust::device_ptr dev_thrust_values(dev_intValues); + timer().startGpuTimer(); - //dv_in = idata; - //dv_out = odata; + //Place this call inside the timer + thrust::exclusive_scan(dev_vector_in.begin(), dev_vector_in.end(), dev_vector_out.begin()); + timer().endGpuTimer(); - timer().endGpuTimer(); + //Copy the data back to odata + thrust::copy(dev_vector_out.begin(), dev_vector_out.end(), odata); } } } From bb0708123f0eec66bcfccbf33254ab574dc19c20 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Tue, 19 Sep 2017 12:33:57 -0400 Subject: [PATCH 06/15] added another system pause statement in main to stop weird exe crash --- src/main.cpp | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/main.cpp b/src/main.cpp index 861c815..2af7294 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -148,4 +148,8 @@ int main(int argc, char* argv[]) { printCmpLenResult(count, expectedNPOT, b, c); system("pause"); // stop Win32 console from closing on exit + + //Copying this b/c aparently it stops from my exe window from crashing on the first go + //Not sure why + system("pause"); // stop Win32 console from closing on exit } From 552bdab7a331c5b55972be01c9c012c1e2fbfe09 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Tue, 19 Sep 2017 17:47:54 -0400 Subject: [PATCH 07/15] finally fixed memory bug. it was in gpu compat. was using wrong n value --- README.md | 73 ++++++++++++++++++++- stream_compaction/cpu.cu | 41 +++++------- stream_compaction/efficient.cu | 114 ++++++++++++++++++++------------- stream_compaction/naive.cu | 9 ++- 4 files changed, 162 insertions(+), 75 deletions(-) diff --git a/README.md b/README.md index b71c458..fc0e7a7 100644 --- a/README.md +++ b/README.md @@ -3,11 +3,80 @@ 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) +* Name: Meghana Seshadri +* Tested on: Windows 10, i7-4870HQ @ 2.50GHz 16GB, GeForce GT 750M 2048MB (personal computer) ### (TODO: Your README) Include analysis, etc. (Remember, this is public, so don't put anything here that you don't want to share with the world.) + + + + + + + +**************** +** SCAN TESTS ** +**************** + [ 40 12 3 21 27 2 32 20 1 4 41 34 15 ... 34 0 ] +==== cpu scan, power-of-two ==== + elapsed time: 0.000821ms (std::chrono Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6112 6146 ] +==== cpu scan, non-power-of-two ==== + elapsed time: 0.000821ms (std::chrono Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6063 6064 ] + passed +==== naive scan, power-of-two ==== + elapsed time: 0.44064ms (CUDA Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6112 6146 ] + passed +==== naive scan, non-power-of-two ==== + elapsed time: 0.433024ms (CUDA Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6063 6064 ] + passed +==== work-efficient scan, power-of-two ==== + elapsed time: 0.781184ms (CUDA Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6112 6146 ] + passed +==== work-efficient scan, non-power-of-two ==== + elapsed time: 1.20867ms (CUDA Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6099 6099 ] + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6063 6064 ] + passed +==== thrust scan, power-of-two ==== + elapsed time: 2.34442ms (CUDA Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6112 6146 ] + passed +==== thrust scan, non-power-of-two ==== + elapsed time: 0.019392ms (CUDA Measured) + [ 0 40 52 55 76 103 105 137 157 158 162 203 237 ... 6063 6064 ] + passed + +***************************** +** STREAM COMPACTION TESTS ** +***************************** + [ 2 0 1 3 1 0 0 2 1 0 1 0 1 ... 0 0 ] +==== cpu compact without scan, power-of-two ==== + elapsed time: 0.000821ms (std::chrono Measured) + [ 2 1 3 1 2 1 1 1 3 3 3 3 3 ... 1 1 ] + passed +==== cpu compact without scan, non-power-of-two ==== + elapsed time: 0.000821ms (std::chrono Measured) + [ 2 1 3 1 2 1 1 1 3 3 3 3 3 ... 3 1 ] + passed +==== cpu compact with scan ==== + elapsed time: 0.962322ms (std::chrono Measured) + [ 2 1 3 1 2 1 1 1 3 3 3 3 3 ... 1 1 ] + passed +==== work-efficient compact, power-of-two ==== + elapsed time: 2.22262ms (CUDA Measured) + [ 2 1 3 1 2 1 1 1 3 3 3 3 3 ... 1 1 ] + passed +==== work-efficient compact, non-power-of-two ==== + elapsed time: 2.10656ms (CUDA Measured) + [ 2 1 3 1 2 1 1 1 3 3 3 3 3 ... 3 1 ] + passed +Press any key to continue . . . \ No newline at end of file diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 85c9186..d061c57 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -27,7 +27,8 @@ namespace StreamCompaction { bool timerHasStartedElsewhere = false; try { - timer().startCpuTimer(); //if this fails (b/c it was called elsewhere), it'll go into the catch + //If this fails (b/c it was called elsewhere), it'll go into the catch + timer().startCpuTimer(); } catch (std::runtime_error &e) { @@ -76,7 +77,7 @@ namespace StreamCompaction { timer().endCpuTimer(); - return counter; //return size of odata + return counter; } /** @@ -95,8 +96,10 @@ namespace StreamCompaction { // TODO //Map input array to temp array of 0's and 1's - int* itemp = (int *)malloc(sizeof(int) * n); //new int[n]; + //int* itemp = new int[n]; + int* itemp = (int *)malloc(sizeof(int) * n); int counter = 0; + for (int k = 0; k < n; k++) { if (idata[k] != 0) @@ -111,7 +114,8 @@ namespace StreamCompaction { } //Scan temp array - int* otemp = (int *)malloc(sizeof(int) * n); //new int[n]; + //int* otemp = new int[n]; + int* otemp = (int *)malloc(sizeof(int) * n); scan(n, otemp, itemp); @@ -122,34 +126,21 @@ namespace StreamCompaction { { if (itemp[k] == 1) { - int otempK = otemp[k]; - int idatak = idata[k]; - - //if (otemp[k] == 0) - //{ - // int blah = idata[k]; - // printf("blah"); - //} + int otemp_index = otemp[k]; + int idata_value = idata[k]; - odata[otemp[k]] = idata[k]; + odata[otemp_index] = idata_value; counter2++; } } + timer().endCpuTimer(); - //TESTING - //for (int k = 0; k < counter; k++) - //{ - // if (odata[k] == 0) - // { - // printf("The result of counter and counter 2 is %d and %d\n", counter, counter2); - // printf("The result of odata is %d\n", odata[k]); - // } - //} - - + //delete[] itemp; + //delete[] otemp; + free(itemp); + free(otemp); - timer().endCpuTimer(); return counter; } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index cbfdb76..dc4fa89 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -22,6 +22,12 @@ namespace StreamCompaction { { idata[index + factorPlusOne - 1] += idata[index + factor - 1]; } + + //Get it ready for downsweep + //if (index == n - 1) + //{ + // idata[index] = 0; + //} } }//end upSweep function @@ -58,34 +64,22 @@ namespace StreamCompaction { // TODO //If non-power-of-two sized array, round to next power of two - int new_n; - int *new_idata; + int new_n = 1 << ilog2ceil(n); + int *new_idata = (int *)malloc(sizeof(int) * new_n); - if (n % 2 != 0) + for (int i = 0; i < new_n; i++) { - new_n = 1 << ilog2ceil(n); - new_idata = new int[new_n]; - - //Fill the rest of the space with 0's - for (int i = 0; i < new_n; i++) //SHOULD THIS BE < or <=???? + if (i < n) { - if (i < n) - { - new_idata[i] = idata[i]; - } - else - { - new_idata[i] = 0; - } + new_idata[i] = idata[i]; + } + else + { + new_idata[i] = 0; } - } - else - { - new_n = n; - new_idata = new int[new_n]; - cudaMemcpy(new_idata, idata, sizeof(int) * new_n, cudaMemcpyHostToHost); } + dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); int *inArray; @@ -94,7 +88,7 @@ namespace StreamCompaction { //Copy input data to GPU cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); - cudaThreadSynchronize(); + //cudaThreadSynchronize(); bool timerHasStartedElsewhere = false; try @@ -107,11 +101,11 @@ namespace StreamCompaction { } //Up sweep - for (int d = 0; d <= ilog2ceil(new_n) - 1; d++) + for (int d = 0; d <= ilog2ceil(n) - 1; d++) { - int factorOut = 1 << (d + 1); //2^(d + 1) - int factorIn = 1 << d; //2^d - upSweep<<>>(new_n, factorOut, factorIn, inArray); + int factorPlusOne = 1 << (d + 1); //2^(d + 1) + int factor = 1 << d; //2^d + upSweep<<>>(new_n, factorPlusOne, factor, inArray); //Make sure the GPU finishes before the next iteration of the loop cudaThreadSynchronize(); @@ -121,7 +115,7 @@ namespace StreamCompaction { int lastElem = 0; cudaMemcpy(inArray + (new_n - 1), &lastElem, sizeof(int) * 1, cudaMemcpyHostToDevice); - for (int d = ilog2ceil(new_n) - 1; d >= 0; d--) + for (int d = ilog2ceil(n) - 1; d >= 0; d--) { int factorPlusOne = 1 << (d + 1); //2^(d + 1) int factor = 1 << d; //2^d @@ -137,7 +131,11 @@ namespace StreamCompaction { //Transfer to odata cudaMemcpy(odata, inArray, sizeof(int) * (new_n), cudaMemcpyDeviceToHost); - //Free the temp device array + //Free the arrays + //delete[] new_idata; + + free(new_idata); + cudaFree(inArray); }//end scan function @@ -153,40 +151,59 @@ namespace StreamCompaction { int compact(int n, int *odata, const int *idata) { // TODO - dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + int new_n = 1 << ilog2ceil(n); + int *new_idata = (int *)malloc(sizeof(int) * new_n); + + for (int i = 0; i < new_n; i++) + { + if (i < n) + { + new_idata[i] = idata[i]; + } + else + { + new_idata[i] = 0; + } + } + + dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); int *inArray; int *boolsArray; - cudaMalloc((void**)&inArray, n * sizeof(int)); + cudaMalloc((void**)&inArray, new_n * sizeof(int)); checkCUDAError("cudaMalloc inArray failed!"); - cudaMalloc((void**)&boolsArray, n * sizeof(int)); + cudaMalloc((void**)&boolsArray, new_n * sizeof(int)); checkCUDAError("cudaMalloc boolsArray failed!"); - int* scan_in = new int[n]; - int* scan_out = new int[n]; + //int* scan_in = new int[n]; + //int* scan_out = new int[n]; + + int* scan_in = (int *)malloc(sizeof(int) * new_n); + int* scan_out = (int *)malloc(sizeof(int) * new_n); int *scatter_in; int *scatter_out; - cudaMalloc((void**)&scatter_in, n * sizeof(int)); + cudaMalloc((void**)&scatter_in, new_n * sizeof(int)); checkCUDAError("cudaMalloc scatter_in failed!"); - cudaMalloc((void**)&scatter_out, n * sizeof(int)); + cudaMalloc((void**)&scatter_out, new_n * sizeof(int)); checkCUDAError("cudaMalloc scatter_out failed!"); cudaThreadSynchronize(); + //Copy input data to GPU - cudaMemcpy(inArray, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); timer().startGpuTimer(); //Call kernMapToBoolean to map values to bool array - Common::kernMapToBoolean<<>>(n, boolsArray, inArray); + Common::kernMapToBoolean<<>>(new_n, boolsArray, inArray); //Copy back to host array, find how many fulfilled condition, and run exclusive scan - cudaMemcpy(scan_in, boolsArray, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaMemcpy(scan_in, boolsArray, sizeof(int) * new_n, cudaMemcpyDeviceToHost); int numPassedElements = 0; - for (int i = 0; i < n; i++) + for (int i = 0; i < new_n; i++) { if (scan_in[i] == 1) { @@ -194,25 +211,32 @@ namespace StreamCompaction { } } - scan(n, scan_out, scan_in); + scan(new_n, scan_out, scan_in); //Copy output of CPU scan to scatter device array - cudaMemcpy(scatter_in, scan_out, sizeof(int) * n, cudaMemcpyHostToDevice); + cudaMemcpy(scatter_in, scan_out, sizeof(int) * new_n, cudaMemcpyHostToDevice); //Call kernScatter with scanned boolsArray - Common::kernScatter<<>>(n, scatter_out, inArray, boolsArray, scatter_in); + Common::kernScatter<<>>(new_n, scatter_out, inArray, boolsArray, scatter_in); timer().endGpuTimer(); //SCATTER OUT ISNT GONNA BE THE SAME SIZE AS N //Should I replace n with numPassedElements? - cudaMemcpy(odata, scatter_out, sizeof(int) * n, cudaMemcpyDeviceToHost); + cudaMemcpy(odata, scatter_out, sizeof(int) * new_n, cudaMemcpyDeviceToHost); + + //Free the arrays + //delete[] scan_in; + //delete[] scan_out; + free(scan_in); + free(scan_out); + - //Free the device arrays cudaFree(inArray); cudaFree(boolsArray); cudaFree(scatter_in); cudaFree(scatter_out); + checkCUDAError("cudaFree failed!"); return numPassedElements; diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index e655bb7..17a55ad 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -55,8 +55,6 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); - // TODO //create 2 device arrays @@ -72,6 +70,8 @@ namespace StreamCompaction { //Copy input data to GPU cudaMemcpy(inArray, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + timer().startGpuTimer(); + for (int d = 1; d <= ilog2ceil(n); d++) { //Call kernel @@ -85,6 +85,8 @@ namespace StreamCompaction { std::swap(outArray, inArray); } + timer().endGpuTimer(); + //Copy output data back to CPU //Make sure you're copying from inArray since you swap them every iteration odata[0] = 0; @@ -93,8 +95,9 @@ namespace StreamCompaction { //FREE THE ARRAYS cudaFree(inArray); cudaFree(outArray); + checkCUDAError("cudaFree failed!"); + - timer().endGpuTimer(); }//end scan function }//end namespace Naive }//end namespace StreamCompaction From 609fe68396bb135d4c4d4932333a2fe817c121d5 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Tue, 19 Sep 2017 19:34:40 -0400 Subject: [PATCH 08/15] starting readme --- README.md | 32 ++++++++++++++++++++++++---- images/algorithmcomparison.PNG | Bin 0 -> 48865 bytes images/algorithmcomparisontable.PNG | Bin 0 -> 28182 bytes images/blockcomparison.PNG | Bin 0 -> 21742 bytes src/main.cpp | 9 +++++++- 5 files changed, 36 insertions(+), 5 deletions(-) create mode 100644 images/algorithmcomparison.PNG create mode 100644 images/algorithmcomparisontable.PNG create mode 100644 images/blockcomparison.PNG diff --git a/README.md b/README.md index fc0e7a7..fa7d997 100644 --- a/README.md +++ b/README.md @@ -6,18 +6,41 @@ CUDA Stream Compaction * Name: Meghana Seshadri * Tested on: Windows 10, i7-4870HQ @ 2.50GHz 16GB, GeForce GT 750M 2048MB (personal computer) -### (TODO: Your README) -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) +## Project Overview +The goal of this project was to get an introduction to the Scan and Stream Compaction - algorithms that +Four Implementations: +* CPU algorithm +* Naive parallel algorithm +* Work-efficient algorithm +* Thrust-based algorithm +## Performance Analysis + +Below is a graph that shows which would be the best block size to test on. + +![](images/blockcomparison.PNG) + + +![](images/algorithmcomparison.PNG) + + +![](images/blgorithmcomparisontable.PNG) + + + +### Scan and Stream Compaction Test Results + +The following tests were run on 128 elements at a block size of 128. + +``` **************** ** SCAN TESTS ** **************** @@ -79,4 +102,5 @@ anything here that you don't want to share with the world.) elapsed time: 2.10656ms (CUDA Measured) [ 2 1 3 1 2 1 1 1 3 3 3 3 3 ... 3 1 ] passed -Press any key to continue . . . \ No newline at end of file +Press any key to continue . . . +``` \ No newline at end of file diff --git a/images/algorithmcomparison.PNG b/images/algorithmcomparison.PNG new file mode 100644 index 0000000000000000000000000000000000000000..1b0fd00df7ec56a4ff0317f56155b30e220ed290 GIT binary patch literal 48865 zcmce;2T&AS*ELKA0TBcw4p9aML53(9$uk6j5hMwM- z2gzAPN$TI|z0bWq^49;=S8sh(SuoB__vzE;?7j9{Yj>FHJ^8En)c9yQlYHb@QdHT3v+B` z{9k{{+%iY}d>4;VM>6i$2l0mRQ^@}M&V#|fzh2`H4*GSZ9CAL$uj3GxW&Q6T(w7Ua ztgI3F_t}>0DgXD+vEKl$AN@YJTh`obetkC+tHn!az@X- zE9&T^SkEp9%%5xOz=8>n2OrUUZ!Yxe&N5|?)lOH#Eco3bDG^{5l zC!N=S-X@;Og9f;y8GZVw?6Vt10rrtZz~SvXM!+2rJZ-4fG{NiS{&%cMfi2EFCWZeQ&X)AEt`V#8gtue-C|9}Q@lP1pLndHm3EtzV-n{75>4NaL)v(LuD}Sc02-$ZhO{V^9r; z7g5)QP;5#H`~8A@8e8`F1fI-HnhGno*PHfHo518Fsq^|-zU&m*Dk?tPo`3zQ6A7AL 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zzQSfvSh@^}dJyzlr=Eudkr!Sh3Ck1hE&#dsbJ{R$rr52&_O5c%a>4Qm{hPS;2#IvS zkpX4`A&ri|^rZtOP7KZYODNk6t*J|$5V}h82)gynaNN2NAz-)J?d(z~a20<0F*UEF zI`f$!vsq2+i^GPEv5!G-*Z4USQUC^G_g-eiicf>hM_ichAawtqx!$g3MgpfUIgDxC z{bH3~3uqj2NT=Hn(JD3x8Sy&Y$GBgeJO`sR5U9El)zTrM>>P>~iV3DosjwdRu5r|E z+IlWfZ!S(T|3JqET;QZRzJE$|1G z=h3B2!q$0&z^ZJ6#+rMpdP_rb_6~R09Iva^omhO{uu|XXm2_EGx8P($U^aZ@5z6RZ zlusfF!Xk`F@AL#V6UjM*aL8<6y^o#g70Uj8I@VfwvTY%!Wo^t0lEvBvkTkzGS>2GF zbKBW+TuX0l8@oU^hqn79Qsj-@tb8@iDwWNI4f=*Uoc8nrLDJosNr#d=I7v#uD0(4` zJj~+zyib Date: Tue, 19 Sep 2017 19:53:48 -0400 Subject: [PATCH 09/15] readme changes --- README.md | 35 +++++++++++++++++++++++++++++------ 1 file changed, 29 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index fa7d997..e30b40b 100644 --- a/README.md +++ b/README.md @@ -7,32 +7,55 @@ CUDA Stream Compaction * Tested on: Windows 10, i7-4870HQ @ 2.50GHz 16GB, GeForce GT 750M 2048MB (personal computer) +## Project Overview +The goal of this project was to get an introduction to the GPU stream compaction in CUDA. This algorithm is often used to quickly process large sets of data according to certain conditions - hence very useful in parallel programming. In this project, the stream compaction will remove zero's from an array of int's. -## Project Overview - -The goal of this project was to get an introduction to the Scan and Stream Compaction - algorithms that +The following four versions of stream compaction were implemented: -Four Implementations: * CPU algorithm * Naive parallel algorithm * Work-efficient algorithm * Thrust-based algorithm +The stream compaction algorithm breaks down into a scan function and a compat function. The scan function computes an exclusive prefix sum. The compact function maps an input array to an array of zero's and one's, scans it, and then uses scatter to produce the output. + +The following descriptions dive a bit deeper into the different approaches: + +### CPU +* `n - 1` adds for an array of length `n` + +### Naive Parallel + + +### Work-Efficient + + +### Thrust-Based + ## Performance Analysis -Below is a graph that shows which would be the best block size to test on. +### Block Comparison + +Below is a graph that shows which would be the best block size to test on. The times below are for the work-efficient algorithm, comparing 64 elements and 65536 elements. ![](images/blockcomparison.PNG) +Based on the chart above, block size 128 on average, seems to be the most efficient. The rest of the analysis below will be using that block size. + + +### Algorithm Comparison + +Below are charts showing tests across all 4 algorithms, both testing with power-of-two sized arrays and non-power-of-two sized arrays. + ![](images/algorithmcomparison.PNG) -![](images/blgorithmcomparisontable.PNG) +![](images/algorithmcomparisontable.PNG) From 41424028b31ba796a19fe5469bd220ac56806a18 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Tue, 19 Sep 2017 20:31:18 -0400 Subject: [PATCH 10/15] readme changes --- README.md | 33 ++++++++++++++++++++++++++++++++- images/upsweep.PNG | Bin 0 -> 38259 bytes 2 files changed, 32 insertions(+), 1 deletion(-) create mode 100644 images/upsweep.PNG diff --git a/README.md b/README.md index e30b40b..014f9b6 100644 --- a/README.md +++ b/README.md @@ -25,15 +25,24 @@ The stream compaction algorithm breaks down into a scan function and a compat fu The following descriptions dive a bit deeper into the different approaches: ### CPU -* `n - 1` adds for an array of length `n` +* `n - 1` adds for an array of length `n` --> O(n) number of adds + ### Naive Parallel +* log2(n) passes on n elements --> O(n log2 (n)) numer of adds ### Work-Efficient +* This algorithm organizes the data into a balanced binary tree +* The occurs in two phases: + - Up-sweep = implementing parallel reduction + - Down-sweep = traversing back down the tree using partial sums to build the scan in place +* Up Sweep = O(n - 1) adds +* Down Sweep = O(n - 1) adds, O(n - 1) swaps ### Thrust-Based +* The Thrust library has a function "Thrust::exclusive_scan()" that we use to compare the above algorithms to. ## Performance Analysis @@ -58,6 +67,28 @@ Below are charts showing tests across all 4 algorithms, both testing with power- ![](images/algorithmcomparisontable.PNG) +First things first - why is the GPU implementation so much slower than the Naive Parallel and CPU versions? Isn't the GPU supposed to be faster? + +Take a look at the example diagram of a down sweep process below. + +![](images/upsweep.PNG) + +After iteration 0, only 4 out of the 8 elements are being computed and written to the output array. After iteration 1, only two are being computed and written, and after iteration 2, only one final answer is being outputted. + +Within each iteration, the same number of blocks are being launched. Essentially, every index is being allocated a block of memory (aka 32 threads). However, only one thread in 4 blocks for iteration 0, 2 blocks for iteration 1, and 1 block for iteration 2 are actually being used. This means that at least 4 blocks are not being used at all per iteration, and most of the threads per block are not even doing any work. So, really, the actual power of the GPU isn't being used at all. + +In order to optimize the code, it would be better to try and allocate only the necessary blocks needed per iteration, and to try and push computation to be done on earlier threads to achieve early termination of the block. In this example, this means that at iteration 0: + +* Having the computation and write at index 1 use thread #0 instead of thread #1 +* Having the computation and write at index 3 use thread #1 instead of thread #3 +* Having the computation and write at index 5 use thread #2 instead of thread #5 +* Having the computation and write at index 7 use thread #3 instead of thread #7 + +This way you only use the number of threads required and push them to be the first couple of ones so that the block can retire early and be used elsewhere. + + +Despite this explanation, it can be seen that Thrust implementation, up until size power of 14, becomes more efficient with increasing array size. It's interesting to note that there's a drastic increase in computation time across all algorithms with array size power of 14 and above. + ### Scan and Stream Compaction Test Results diff --git a/images/upsweep.PNG b/images/upsweep.PNG new file mode 100644 index 0000000000000000000000000000000000000000..31efd8435584944655ee5f8b8cf0c5696bad8f2e GIT binary patch literal 38259 zcmdSB2UJsC*9M4+h)6(1M5)rHi_)urN{0Xeq>J?4K}tZW7MfJ)AT5Lvq;~|QHw8lI zMLMCkKtf+b2ikqgqEJ4Wt?HX`HXeFa6LqPB&>ei|0b>RM{vx1%*0RdUt z#qX6)Czv?_K|HbI3mM2ei=eu2a&bMkD+L?wqlFvnuI^1`jy!DzGJZ~Q7=2$a=OLGmWZx3Y>-nyd5k@%cH*p>f!$RpcpB*BF;grA8| z&-PQ&R4v)d>&xp09n+`r4N!c}cv{*t@DJLAlh{`Y0jMG%cylL^^WyrGlTiEO`d*tD z*ck9rcpGx%;;O?4yLxdgk_BJvgWz>Y<^>lBN=alWFRpJW{~IUhZ}nbDW2dB~yrykn zz=dc$O7?Pa^xsdJWhpXH=HsF|$D*1S*YYzGxJqhdo6Zgqy;))O$)!B6qUd?#={(|2 z=Wa+xPdYUlogGy-dshs45P73Ze_2E6|(2kyTrBj`mVWFM`O{fbp$P)l7BnFis| ziju;@R8mFwO^qhBaJbp?8G{RnKj&wJS$@b&uD``w^Jrew_V-kUO{|y0vSZDBXz-zp zk>76nOy$LXKHroPyhVtd3I^fuXP9Qb^V1dSM%JhKD_Y3mkz%|}6 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4d2369d5a0c461d222070c6d9593f5c23d8dd8af Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Wed, 20 Sep 2017 09:22:41 -0400 Subject: [PATCH 11/15] fixed mistake in readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 014f9b6..5570341 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,7 @@ Below are charts showing tests across all 4 algorithms, both testing with power- First things first - why is the GPU implementation so much slower than the Naive Parallel and CPU versions? Isn't the GPU supposed to be faster? -Take a look at the example diagram of a down sweep process below. +Take a look at the example diagram of the up sweep process as a part of the work-efficient algorithm below. ![](images/upsweep.PNG) From 80732c24777de3b3e22b203ef65a380cba1c3b20 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Thu, 21 Sep 2017 02:10:27 -0400 Subject: [PATCH 12/15] tried index recalculation optimizing. didn't make much improvement --- images/kernelindexmanipulationtests.PNG | Bin 0 -> 549019 bytes stream_compaction/efficient.cu | 140 +++++++++++++++--------- stream_compaction/efficient.h | 2 + stream_compaction/thrust.cu | 6 +- 4 files changed, 97 insertions(+), 51 deletions(-) create mode 100644 images/kernelindexmanipulationtests.PNG diff --git a/images/kernelindexmanipulationtests.PNG b/images/kernelindexmanipulationtests.PNG new file mode 100644 index 0000000000000000000000000000000000000000..1d647e58e1b377a13786e6420dee1f13588b28b2 GIT binary patch literal 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z!V0+-vi1!-Um{((xvvYxXw5VvzjEPlyK@X27Z4z!#`k%^=(=k&ZF7WUG!zFbe# z@2y&VU=$5aO*_8Qr_f40;AM3qX5%*`zP?u$L$K_C)d2w8$bNa0 z6-jAVfjEx(SpuDv8-I-q~M%cYlMm@8bh%}4p5X^|Kk~?* zb`o>8GKW2^E-O^NC)EBdogZ(dP<9YFSs#Hp(;Xv zGpyVrCaHDJDoM{22x*I;!MwI_G5TUFFQ^$&7N46>&Gs+Xq&6gMzj#*E{g6!I*!r=p zuX{Y$vvs0E#S=9j5&F4h46ZOfT>M7>6mha+%x#`^WMVtN%jVj|bnNB6G@4=dA6f-) j^qEWtJkPZ4-!!I5U!{ancfO!gz~3$7dq%YeE;0WPV}w<9 literal 0 HcmV?d00001 diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index dc4fa89..632057b 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -16,36 +16,72 @@ namespace StreamCompaction { { int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index < n) + //if (index < n) + //{ + // if (index % factorPlusOne == 0) + // { + // idata[index + factorPlusOne - 1] += idata[index + factor - 1]; + // } + + // //Get it ready for downsweep + // //if (index == n - 1) + // //{ + // // idata[index] = 0; + // //} + //} + + + + int newIndex = (factorPlusOne * (index + 1)) - 1; + if (newIndex < n) { - if (index % factorPlusOne == 0) - { - idata[index + factorPlusOne - 1] += idata[index + factor - 1]; - } + idata[newIndex] += idata[newIndex - factor]; - //Get it ready for downsweep - //if (index == n - 1) + //if (newIndex == n - 1) //{ - // idata[index] = 0; + // idata[newIndex] = 0; //} } + }//end upSweep function __global__ void downSweep(int n, int factorPlusOne, int factor, int *idata) { + //int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + //if (index < n) + //{ + // if (index % factorPlusOne == 0) + // { + // int leftChild = idata[index + factor - 1]; + // idata[index + factor - 1] = idata[index + factorPlusOne - 1]; + // idata[index + factorPlusOne - 1] += leftChild; + // } + //} + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + int newIndex = (factorPlusOne * (index + 1)) - 1; - if (index < n) + if (newIndex < n) { - if (index % factorPlusOne == 0) - { - int leftChild = idata[index + factor - 1]; - idata[index + factor - 1] = idata[index + factorPlusOne - 1]; - idata[index + factorPlusOne - 1] += leftChild; - } + int leftChild = idata[newIndex - factor]; + idata[newIndex - factor] = idata[newIndex]; + idata[newIndex] += leftChild; } }//end downSweep function + + __global__ void resizeArray(int n, int new_n, int *idata) + { + int index = (blockIdx.x * blockDim.x) + threadIdx.x; + + if (index < new_n && index >= n) + { + idata[index] = 0; + } + } + + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. @@ -65,19 +101,19 @@ namespace StreamCompaction { //If non-power-of-two sized array, round to next power of two int new_n = 1 << ilog2ceil(n); - int *new_idata = (int *)malloc(sizeof(int) * new_n); - - for (int i = 0; i < new_n; i++) - { - if (i < n) - { - new_idata[i] = idata[i]; - } - else - { - new_idata[i] = 0; - } - } + //int *new_idata = (int *)malloc(sizeof(int) * new_n); + + //for (int i = 0; i < new_n; i++) + //{ + // if (i < n) + // { + // new_idata[i] = idata[i]; + // } + // else + // { + // new_idata[i] = 0; + // } + //} dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); @@ -87,8 +123,13 @@ namespace StreamCompaction { checkCUDAError("cudaMalloc inArray failed!"); //Copy input data to GPU - cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); + //cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); //cudaThreadSynchronize(); + + + cudaMemcpy(inArray, idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); + resizeArray<<>>(n, new_n, inArray); + bool timerHasStartedElsewhere = false; try @@ -134,7 +175,7 @@ namespace StreamCompaction { //Free the arrays //delete[] new_idata; - free(new_idata); + //free(new_idata); cudaFree(inArray); }//end scan function @@ -152,19 +193,19 @@ namespace StreamCompaction { // TODO int new_n = 1 << ilog2ceil(n); - int *new_idata = (int *)malloc(sizeof(int) * new_n); - - for (int i = 0; i < new_n; i++) - { - if (i < n) - { - new_idata[i] = idata[i]; - } - else - { - new_idata[i] = 0; - } - } + //int *new_idata = (int *)malloc(sizeof(int) * new_n); + + //for (int i = 0; i < new_n; i++) + //{ + // if (i < n) + // { + // new_idata[i] = idata[i]; + // } + // else + // { + // new_idata[i] = 0; + // } + //} dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); @@ -175,9 +216,6 @@ namespace StreamCompaction { cudaMalloc((void**)&boolsArray, new_n * sizeof(int)); checkCUDAError("cudaMalloc boolsArray failed!"); - //int* scan_in = new int[n]; - //int* scan_out = new int[n]; - int* scan_in = (int *)malloc(sizeof(int) * new_n); int* scan_out = (int *)malloc(sizeof(int) * new_n); @@ -192,7 +230,10 @@ namespace StreamCompaction { //Copy input data to GPU - cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); + //cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); + + cudaMemcpy(inArray, idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); + resizeArray<<>>(n, new_n, inArray); timer().startGpuTimer(); @@ -223,11 +264,10 @@ namespace StreamCompaction { //SCATTER OUT ISNT GONNA BE THE SAME SIZE AS N //Should I replace n with numPassedElements? - cudaMemcpy(odata, scatter_out, sizeof(int) * new_n, cudaMemcpyDeviceToHost); + cudaMemcpy(odata, scatter_out, sizeof(int) * numPassedElements, cudaMemcpyDeviceToHost); //Free the arrays - //delete[] scan_in; - //delete[] scan_out; + //free(new_idata); free(scan_in); free(scan_out); diff --git a/stream_compaction/efficient.h b/stream_compaction/efficient.h index f70a839..aecfde8 100644 --- a/stream_compaction/efficient.h +++ b/stream_compaction/efficient.h @@ -10,6 +10,8 @@ namespace StreamCompaction { __global__ void downSweep(int n, int factorPlusOne, int factor, int *idata); + __global__ void resizeArray(int n, int new_n, int *idata); + void scan(int n, int *odata, const int *idata); int compact(int n, int *odata, const int *idata); diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index f0d65ca..aff3d42 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -39,7 +39,6 @@ namespace StreamCompaction { //Create host vectors thrust::host_vector host_vector_in(n); - //thrust::host_vector host_vector_out(n); //Use thrust::copy to copy data between host and device thrust::copy(idata, idata + n, host_vector_in.begin()); @@ -49,6 +48,11 @@ namespace StreamCompaction { thrust::device_vector dev_vector_in = host_vector_in; thrust::device_vector dev_vector_out(n);// = host_vector_out; + + //Can also do it this way -- but isn't any faster + //thrust::device_vector dev_vector_in(idata, idata + n); + //thrust::device_vector dev_vector_out(odata, odata + n); + timer().startGpuTimer(); //Place this call inside the timer From 6b0f2d0965376e30ae16631c8d5c85d0d510e6bd Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Thu, 21 Sep 2017 17:08:34 -0400 Subject: [PATCH 13/15] optimized number of blocks and threads --- src/main.cpp | 16 +++- stream_compaction/efficient.cu | 136 ++++++++++++--------------------- stream_compaction/efficient.h | 4 +- 3 files changed, 63 insertions(+), 93 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 0346078..1c53b89 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -14,8 +14,9 @@ #include "testing_helpers.hpp" +const int SIZE = 1 << 22; //const int SIZE = 1 << 16; -const int SIZE = 1 << 14; +//const int SIZE = 1 << 14; //const int SIZE = 1 << 12; //const int SIZE = 1 << 10; //const int SIZE = 1 << 8; @@ -28,7 +29,12 @@ const int SIZE = 1 << 14; //const int SIZE = 1 << 2; // = 4, feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two -int a[SIZE], b[SIZE], c[SIZE]; +//int a[SIZE], b[SIZE], c[SIZE]; + +int *a = new int[SIZE]; +int *b = new int[SIZE]; +int *c = new int[SIZE]; + int main(int argc, char* argv[]) { // Scan tests @@ -159,4 +165,10 @@ int main(int argc, char* argv[]) { //Copying this b/c aparently it stops from my exe window from crashing on the first go //Not sure why system("pause"); // stop Win32 console from closing on exit + + + free(a); + free(b); + free(c); } + diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 632057b..a0ddb27 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -12,69 +12,51 @@ namespace StreamCompaction { return timer; } - __global__ void upSweep(int n, int factorPlusOne, int factor, int *idata) + __global__ void upSweep(int n, int factorPlusOne, int factor, int addTimes, int *idata) { int index = (blockIdx.x * blockDim.x) + threadIdx.x; - //if (index < n) - //{ - // if (index % factorPlusOne == 0) - // { - // idata[index + factorPlusOne - 1] += idata[index + factor - 1]; - // } - - // //Get it ready for downsweep - // //if (index == n - 1) - // //{ - // // idata[index] = 0; - // //} - //} - - - - int newIndex = (factorPlusOne * (index + 1)) - 1; - if (newIndex < n) + if (index <= addTimes) { - idata[newIndex] += idata[newIndex - factor]; + int newIndex = (factorPlusOne * (index + 1)) - 1; - //if (newIndex == n - 1) - //{ - // idata[newIndex] = 0; - //} + if (newIndex < n) + { + idata[newIndex] += idata[newIndex - factor]; + + //if (newIndex == n - 1) + //{ + // idata[newIndex] = 0; + //} + } } + + }//end upSweep function - __global__ void downSweep(int n, int factorPlusOne, int factor, int *idata) + __global__ void downSweep(int n, int factorPlusOne, int factor, int addTimes, int *idata) { - //int index = (blockIdx.x * blockDim.x) + threadIdx.x; - - //if (index < n) - //{ - // if (index % factorPlusOne == 0) - // { - // int leftChild = idata[index + factor - 1]; - // idata[index + factor - 1] = idata[index + factorPlusOne - 1]; - // idata[index + factorPlusOne - 1] += leftChild; - // } - //} - int index = (blockIdx.x * blockDim.x) + threadIdx.x; - int newIndex = (factorPlusOne * (index + 1)) - 1; - if (newIndex < n) + if (index <= addTimes) { - int leftChild = idata[newIndex - factor]; - idata[newIndex - factor] = idata[newIndex]; - idata[newIndex] += leftChild; + int newIndex = (factorPlusOne * (index + 1)) - 1; + + if (newIndex < n) + { + int leftChild = idata[newIndex - factor]; + idata[newIndex - factor] = idata[newIndex]; + idata[newIndex] += leftChild; + } } + }//end downSweep function __global__ void resizeArray(int n, int new_n, int *idata) { int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index < new_n && index >= n) { idata[index] = 0; @@ -101,20 +83,6 @@ namespace StreamCompaction { //If non-power-of-two sized array, round to next power of two int new_n = 1 << ilog2ceil(n); - //int *new_idata = (int *)malloc(sizeof(int) * new_n); - - //for (int i = 0; i < new_n; i++) - //{ - // if (i < n) - // { - // new_idata[i] = idata[i]; - // } - // else - // { - // new_idata[i] = 0; - // } - //} - dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); @@ -122,15 +90,10 @@ namespace StreamCompaction { cudaMalloc((void**)&inArray, new_n * sizeof(int)); checkCUDAError("cudaMalloc inArray failed!"); - //Copy input data to GPU - //cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); - //cudaThreadSynchronize(); - - + //Copy input data to device array and resize if necessary cudaMemcpy(inArray, idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); resizeArray<<>>(n, new_n, inArray); - bool timerHasStartedElsewhere = false; try { @@ -141,15 +104,25 @@ namespace StreamCompaction { timerHasStartedElsewhere = true; } + dim3 newNumBlocks = fullBlocksPerGrid; + + //Up sweep for (int d = 0; d <= ilog2ceil(n) - 1; d++) { int factorPlusOne = 1 << (d + 1); //2^(d + 1) - int factor = 1 << d; //2^d - upSweep<<>>(new_n, factorPlusOne, factor, inArray); + int factor = 1 << d; //2^d + + int addTimes = 1 << (ilog2ceil(n) - 1 - d); + + newNumBlocks = ((new_n / factorPlusOne) + blockSize - 1) / blockSize; + + upSweep<<>>(new_n, factorPlusOne, factor, addTimes, inArray); //Make sure the GPU finishes before the next iteration of the loop cudaThreadSynchronize(); + + } //Down sweep @@ -160,7 +133,14 @@ namespace StreamCompaction { { int factorPlusOne = 1 << (d + 1); //2^(d + 1) int factor = 1 << d; //2^d - downSweep<<>>(new_n, factorPlusOne, factor, inArray); + + int addTimes = 1 << (ilog2ceil(n) - 1 - d); + + newNumBlocks = ((new_n / factor) + blockSize - 1) / blockSize; + + downSweep<<>>(new_n, factorPlusOne, factor, addTimes, inArray); + + cudaThreadSynchronize(); } @@ -173,10 +153,6 @@ namespace StreamCompaction { cudaMemcpy(odata, inArray, sizeof(int) * (new_n), cudaMemcpyDeviceToHost); //Free the arrays - //delete[] new_idata; - - //free(new_idata); - cudaFree(inArray); }//end scan function @@ -193,19 +169,6 @@ namespace StreamCompaction { // TODO int new_n = 1 << ilog2ceil(n); - //int *new_idata = (int *)malloc(sizeof(int) * new_n); - - //for (int i = 0; i < new_n; i++) - //{ - // if (i < n) - // { - // new_idata[i] = idata[i]; - // } - // else - // { - // new_idata[i] = 0; - // } - //} dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); @@ -229,9 +192,7 @@ namespace StreamCompaction { cudaThreadSynchronize(); - //Copy input data to GPU - //cudaMemcpy(inArray, new_idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); - + //Copy input data to device array cudaMemcpy(inArray, idata, sizeof(int) * new_n, cudaMemcpyHostToDevice); resizeArray<<>>(n, new_n, inArray); @@ -267,11 +228,8 @@ namespace StreamCompaction { cudaMemcpy(odata, scatter_out, sizeof(int) * numPassedElements, cudaMemcpyDeviceToHost); //Free the arrays - //free(new_idata); free(scan_in); free(scan_out); - - cudaFree(inArray); cudaFree(boolsArray); cudaFree(scatter_in); diff --git a/stream_compaction/efficient.h b/stream_compaction/efficient.h index aecfde8..7d9be73 100644 --- a/stream_compaction/efficient.h +++ b/stream_compaction/efficient.h @@ -6,9 +6,9 @@ namespace StreamCompaction { namespace Efficient { StreamCompaction::Common::PerformanceTimer& timer(); - __global__ void upSweep(int n, int factorPlusOne, int factor, int *idata); + __global__ void upSweep(int n, int factorPlusOne, int factor, int addTimes, int *idata); - __global__ void downSweep(int n, int factorPlusOne, int factor, int *idata); + __global__ void downSweep(int n, int factorPlusOne, int factor, int addTimes, int *idata); __global__ void resizeArray(int n, int new_n, int *idata); From 6efa4fec03ef7d0d01bea1e68d3e8a20da383075 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Thu, 21 Sep 2017 19:33:29 -0400 Subject: [PATCH 14/15] fixed kernel bug of including = sign --- stream_compaction/efficient.cu | 4 ++-- stream_compaction/thrust.cu | 5 +++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index a0ddb27..3987969 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -16,7 +16,7 @@ namespace StreamCompaction { { int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index <= addTimes) + if (index < addTimes) { int newIndex = (factorPlusOne * (index + 1)) - 1; @@ -39,7 +39,7 @@ namespace StreamCompaction { { int index = (blockIdx.x * blockDim.x) + threadIdx.x; - if (index <= addTimes) + if (index < addTimes) { int newIndex = (factorPlusOne * (index + 1)) - 1; diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index aff3d42..f3f8f07 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -48,14 +48,15 @@ namespace StreamCompaction { thrust::device_vector dev_vector_in = host_vector_in; thrust::device_vector dev_vector_out(n);// = host_vector_out; - //Can also do it this way -- but isn't any faster //thrust::device_vector dev_vector_in(idata, idata + n); //thrust::device_vector dev_vector_out(odata, odata + n); + //Placing an exclusive_scan call once here outside the timer and once inside the timer block + //apparently neutralizes the difference between POT and NPOT sized arrays + timer().startGpuTimer(); - //Place this call inside the timer thrust::exclusive_scan(dev_vector_in.begin(), dev_vector_in.end(), dev_vector_out.begin()); timer().endGpuTimer(); From 1a971d5b0666baa582e93671c9f8c14cf33214b4 Mon Sep 17 00:00:00 2001 From: Meghana Seshadri Date: Thu, 5 Oct 2017 20:29:44 -0400 Subject: [PATCH 15/15] readme changes --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 5570341..5f74693 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ -CUDA Stream Compaction +Project 2: CUDA Stream Compaction ====================== -**University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 2** +**Course project for CIS 565: GPU Programming and Architecture, University of Pennsylvania** * Name: Meghana Seshadri * Tested on: Windows 10, i7-4870HQ @ 2.50GHz 16GB, GeForce GT 750M 2048MB (personal computer) @@ -9,7 +9,7 @@ CUDA Stream Compaction ## Project Overview -The goal of this project was to get an introduction to the GPU stream compaction in CUDA. This algorithm is often used to quickly process large sets of data according to certain conditions - hence very useful in parallel programming. In this project, the stream compaction will remove zero's from an array of int's. +The goal of this project was to get an introduction to the GPU stream compaction in CUDA. This algorithm is often used to quickly process large sets of data according to certain conditions - hence very useful in parallel programming. In this project, the stream compaction will remove any instance of a zero from an array of int's. The following four versions of stream compaction were implemented: @@ -42,7 +42,7 @@ The following descriptions dive a bit deeper into the different approaches: ### Thrust-Based -* The Thrust library has a function "Thrust::exclusive_scan()" that we use to compare the above algorithms to. +* The Thrust library has a "thrust::exclusive_scan()" function that we use to compare the above algorithms to. ## Performance Analysis

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