From c3507cb1dbe07e6161ade1e40d8349874f05c347 Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Wed, 16 Sep 2020 22:37:40 -0400 Subject: [PATCH 01/11] part 1 --- stream_compaction/cpu.cu | 39 ++++++++++++++++++++++++++++++++------- 1 file changed, 32 insertions(+), 7 deletions(-) diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..d4fd42c 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -18,9 +18,12 @@ namespace StreamCompaction { * (Optional) For better understanding before starting moving to GPU, you can simulate your GPU scan in this function first. */ void scan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); - // TODO - timer().endCpuTimer(); + //timer().startCpuTimer(); + odata[0] = 0; + for (int i = 1; i < n; i++) { + odata[i] = idata[i - 1] + odata[i - 1]; + } + //timer().endCpuTimer(); } /** @@ -30,9 +33,15 @@ namespace StreamCompaction { */ int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + int index = 0; + for (int i = 0; i < n; i++) { + if (idata[i] != 0) { + odata[index] = idata[i]; + index++; + } + } timer().endCpuTimer(); - return -1; + return index; } /** @@ -42,9 +51,25 @@ namespace StreamCompaction { */ int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); - // TODO + // create a new array mapping the input array to zero's and one's + int* zerosAndOnes = new int[n]; + for (int i = 0; i < n; i++) { + idata[i] == 0 ? zerosAndOnes[i] = 0 : zerosAndOnes[i] = 1; + } + + // scan new array + int* scannedArray = new int[n]; + scan(n, scannedArray, zerosAndOnes); + + //scatter + for (int i = 0; i < n; i++) { + if (zerosAndOnes[i] == 1) { + odata[scannedArray[i]] = idata[i]; + } + } + timer().endCpuTimer(); - return -1; + return scannedArray[n-1]; } } } From 95c30f7b94f0333d4ff156455d9865a21bcc9fb6 Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Fri, 18 Sep 2020 14:38:18 -0400 Subject: [PATCH 02/11] part 2 --- stream_compaction/naive.cu | 76 ++++++++++++++++++++++++++++++++++++-- 1 file changed, 73 insertions(+), 3 deletions(-) diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..4ae5eb5 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -3,22 +3,92 @@ #include "common.h" #include "naive.h" +#define checkCUDAErrorWithLine(msg) checkCUDAError(msg, __LINE__) + namespace StreamCompaction { namespace Naive { + + using StreamCompaction::Common::PerformanceTimer; PerformanceTimer& timer() { static PerformanceTimer timer; return timer; } - // TODO: __global__ + + // one iteration of inclusive scan + __global__ void iteration(int n, int d, const int* idata, int* odata) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n) { + return; + } + int offset = pow(2.f, float(d - 1.f)); + if (index >= offset) { + odata[index] = idata[index - offset] + idata[index]; + } else { + odata[index] = idata[index]; + } + } + + // turns inclusive scan to exclusive scane + __global__ void inclusiveToExclusive(int n, const int* idata, int* odata) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index + 1 >= n) { + return; + } + if (index == 0) { + odata[0] = 0; + } + odata[index + 1] = idata[index]; + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ - void scan(int n, int *odata, const int *idata) { + void scan(int n, int* odata, const int* idata) { timer().startGpuTimer(); - // TODO + + int power_of_2 = 1; + while (power_of_2 < n) { + power_of_2 *= 2; + } + + // create arrays of size power of 2 + int* data_1; + int* data_2; + + cudaMalloc((void**)&data_1, power_of_2 * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc data_1 failed!"); + cudaMalloc((void**)&data_2, power_of_2 * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc data_2 failed!"); + + // fill array and pad end with 0's + cudaMemcpy(data_1, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + + // call kernel + int blockSize = 128; + dim3 fullBlocksPerGrid((power_of_2 + blockSize - 1) / blockSize); + + for (int d = 1; d <= ilog2ceil(n); d++) { + iteration << > > (power_of_2, d, data_1, data_2); + //cudaDeviceSynchronize(); + int* temp = data_1; + data_1 = data_2; + data_2 = temp; + } + + inclusiveToExclusive << > > (power_of_2, data_1, data_2); + int* temp = data_1; + data_1 = data_2; + data_2 = temp; + + // set the out data to the scanned data + cudaMemcpy(odata, data_1, sizeof(int) * n, cudaMemcpyDeviceToHost); + + // free memory + cudaFree(data_1); + cudaFree(data_2); + timer().endGpuTimer(); } } From c1e1ecf5edc05885895306800bb19297871bbe23 Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Sun, 20 Sep 2020 13:05:18 -0400 Subject: [PATCH 03/11] 3.1 --- stream_compaction/efficient.cu | 121 +++++++++++++++++++++++++++++++-- 1 file changed, 114 insertions(+), 7 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..1bf9014 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -1,8 +1,13 @@ +#include +#include #include #include #include "common.h" #include "efficient.h" +#define checkCUDAErrorWithLine(msg) checkCUDAError(msg, __LINE__) + + namespace StreamCompaction { namespace Efficient { using StreamCompaction::Common::PerformanceTimer; @@ -12,13 +17,85 @@ namespace StreamCompaction { return timer; } + // up sweep + __global__ void upSweep(int n, int d, int* data) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + int dist = pow(2.f, d + 1); + if (index >= n || index % dist != 0) { + return; + } + int toUpdate = index + pow(2.f, d + 1) - 1; + int toGet = index + pow(2.f, d) - 1; + data[toUpdate] += data[toGet]; + } + + // down sweep + __global__ void downSweep(int n, int d, int* data) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + int dist = pow(2.f, d + 1); + if (index >= n || index % dist != 0) { + return; + } + int t_index = index + pow(2.f, d) - 1; + int replace_index = index + pow(2.f, d + 1) - 1; + int t = data[t_index]; + data[t_index] = data[replace_index]; + data[replace_index] += t; + } + /** * 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* odata, const int* idata) { + //timer().startGpuTimer(); + + int power_of_2 = 1; + while (power_of_2 < n) { + power_of_2 *= 2; + } + + // create array of size power of 2 + int* data; + + cudaMalloc((void**)&data, power_of_2 * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc data failed!"); + + // fill array and pad end with 0's + std::unique_ptrpadded_array{ new int[power_of_2] }; + cudaMemcpy(padded_array.get(), idata, sizeof(int) * n, cudaMemcpyHostToHost); + for (int i = n; i < power_of_2; i++) { + padded_array[i] = 0; + } + cudaMemcpy(data, padded_array.get(), sizeof(int) * power_of_2, cudaMemcpyHostToDevice); + + // kernel values + int blockSize = 128; + dim3 fullBlocksPerGrid((power_of_2 + blockSize - 1) / blockSize); + + // up-sweep + for (int d = 0; d <= ilog2(power_of_2) - 1; d++) { + upSweep << > > (power_of_2, d, data); + } + + // set the last value to 0 + cudaMemcpy(padded_array.get(), data, sizeof(int) * power_of_2, cudaMemcpyDeviceToHost); + for (int i = n - 1; i < power_of_2; i++) { + padded_array[i] = 0; + } + cudaMemcpy(data, padded_array.get(), sizeof(int) * power_of_2, cudaMemcpyHostToDevice); + + // down-sweep + for (int d = ilog2(power_of_2) - 1; d >= 0; d--) { + downSweep << > > (power_of_2, d, data); + } + + // set the out data to the scanned data + cudaMemcpy(odata, data, sizeof(int) * n, cudaMemcpyDeviceToHost); + + // free memory + cudaFree(data); + + //timer().endGpuTimer(); } /** @@ -30,11 +107,41 @@ 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) { timer().startGpuTimer(); - // TODO + + // malloc necessary space oon GPU + int* zerosAndOnes; + int* scanned_data; + int* scattered_data; + + cudaMalloc((void**)&zerosAndOnes, n * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc zerosAndOnes failed!"); + + cudaMalloc((void**)&scanned_data, n * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc scanned_data failed!"); + + cudaMalloc((void**)&scattered_data, n * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc scattered_data failed!"); + + // change to zeros and ones + int blockSize = 128; + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + Common::kernMapToBoolean << > > (n, zerosAndOnes, idata); + + // exclusive scan data + scan(n, scanned_data, zerosAndOnes); + + // scatter + Common::kernScatter << > > (n, scattered_data, idata, zerosAndOnes, scanned_data); + cudaMemcpy(odata, scattered_data, sizeof(int) * n, cudaMemcpyDeviceToHost); + + // return last index in scanned_data + std::unique_ptrscanned_cpu{ new int[n] }; + cudaMemcpy(scanned_cpu.get(), scanned_data, sizeof(int) * n, cudaMemcpyDeviceToHost); + timer().endGpuTimer(); - return -1; + return scanned_cpu[n] + 1; } } } From 3982d4252ad6835689584921e6f832b138f8af1c Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Sun, 20 Sep 2020 13:26:11 -0400 Subject: [PATCH 04/11] 3.2 --- stream_compaction/common.cu | 24 ++++++++++++++++++------ stream_compaction/efficient.cu | 22 ++++++++++++++-------- 2 files changed, 32 insertions(+), 14 deletions(-) diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2ed6d63..e77300b 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -1,6 +1,6 @@ #include "common.h" -void checkCUDAErrorFn(const char *msg, const char *file, int line) { +void checkCUDAErrorFn(const char* msg, const char* file, int line) { cudaError_t err = cudaGetLastError(); if (cudaSuccess == err) { return; @@ -22,17 +22,29 @@ 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 = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n) { + return; + } + + bools[index] = idata[index] == 0 ? 0 : 1; } /** * 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* bools, const int* indices) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n) { + return; + } + + if (bools[index] == 1) { + odata[indices[index]] = idata[index]; + } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 1bf9014..638cec2 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -111,12 +111,17 @@ namespace StreamCompaction { timer().startGpuTimer(); // malloc necessary space oon GPU - int* zerosAndOnes; + int* gpu_idata; + int* bools; int* scanned_data; int* scattered_data; - cudaMalloc((void**)&zerosAndOnes, n * sizeof(int)); - checkCUDAErrorWithLine("cudaMalloc zerosAndOnes failed!"); + cudaMalloc((void**)&gpu_idata, n * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc gpu_idata failed!"); + cudaMemcpy(gpu_idata, idata, sizeof(int) * n, cudaMemcpyHostToDevice); + + cudaMalloc((void**)&bools, n * sizeof(int)); + checkCUDAErrorWithLine("cudaMalloc bools failed!"); cudaMalloc((void**)&scanned_data, n * sizeof(int)); checkCUDAErrorWithLine("cudaMalloc scanned_data failed!"); @@ -124,16 +129,17 @@ namespace StreamCompaction { cudaMalloc((void**)&scattered_data, n * sizeof(int)); checkCUDAErrorWithLine("cudaMalloc scattered_data failed!"); - // change to zeros and ones int blockSize = 128; dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); - Common::kernMapToBoolean << > > (n, zerosAndOnes, idata); + + // change to zeros and ones + Common::kernMapToBoolean << > > (n, bools, gpu_idata); // exclusive scan data - scan(n, scanned_data, zerosAndOnes); + scan(n, scanned_data, bools); // scatter - Common::kernScatter << > > (n, scattered_data, idata, zerosAndOnes, scanned_data); + Common::kernScatter << > > (n, scattered_data, gpu_idata, bools, scanned_data); cudaMemcpy(odata, scattered_data, sizeof(int) * n, cudaMemcpyDeviceToHost); // return last index in scanned_data @@ -141,7 +147,7 @@ namespace StreamCompaction { cudaMemcpy(scanned_cpu.get(), scanned_data, sizeof(int) * n, cudaMemcpyDeviceToHost); timer().endGpuTimer(); - return scanned_cpu[n] + 1; + return scanned_cpu[n - 1]; } } } From eea10460f00a9ebd5af9404d50c0022810d166ab Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Tue, 22 Sep 2020 00:33:16 -0400 Subject: [PATCH 05/11] thrust exclusive scan --- stream_compaction/thrust.cu | 16 +++++++++++++--- 1 file changed, 13 insertions(+), 3 deletions(-) diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..3ceb705 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -18,11 +18,21 @@ namespace StreamCompaction { * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { + thrust::host_vector hv_in(n); + thrust::device_vector dv_in = hv_in; + + for (int i = 0; i < n; i++) { + dv_in[i] = idata[i]; + } + thrust::device_vector dv_out(n); + timer().startGpuTimer(); - // TODO use `thrust::exclusive_scan` - // example: for device_vectors dv_in and dv_out: - // thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); timer().endGpuTimer(); + + for (int i = 0; i < n; i++) { + odata[i] = dv_out[i]; + } } } } From 6f23750d3834525e69aedf1644b717928fa0de08 Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Tue, 22 Sep 2020 11:24:08 -0400 Subject: [PATCH 06/11] moved timers and fixed efficient compact number returned --- stream_compaction/efficient.cu | 24 ++++++++++++++---------- stream_compaction/naive.cu | 6 ++---- 2 files changed, 16 insertions(+), 14 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 638cec2..540a51a 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -47,8 +47,6 @@ 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(); - int power_of_2 = 1; while (power_of_2 < n) { power_of_2 *= 2; @@ -72,6 +70,7 @@ namespace StreamCompaction { int blockSize = 128; dim3 fullBlocksPerGrid((power_of_2 + blockSize - 1) / blockSize); + timer().startGpuTimer(); // up-sweep for (int d = 0; d <= ilog2(power_of_2) - 1; d++) { upSweep << > > (power_of_2, d, data); @@ -82,20 +81,20 @@ namespace StreamCompaction { for (int i = n - 1; i < power_of_2; i++) { padded_array[i] = 0; } + //padded_array[n - 1] = 0; cudaMemcpy(data, padded_array.get(), sizeof(int) * power_of_2, cudaMemcpyHostToDevice); // down-sweep for (int d = ilog2(power_of_2) - 1; d >= 0; d--) { downSweep << > > (power_of_2, d, data); } + timer().endGpuTimer(); // set the out data to the scanned data cudaMemcpy(odata, data, sizeof(int) * n, cudaMemcpyDeviceToHost); // free memory cudaFree(data); - - //timer().endGpuTimer(); } /** @@ -108,8 +107,6 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int* odata, const int* idata) { - timer().startGpuTimer(); - // malloc necessary space oon GPU int* gpu_idata; int* bools; @@ -132,6 +129,7 @@ namespace StreamCompaction { int blockSize = 128; dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + //timer().startGpuTimer(); // change to zeros and ones Common::kernMapToBoolean << > > (n, bools, gpu_idata); @@ -141,13 +139,19 @@ namespace StreamCompaction { // scatter Common::kernScatter << > > (n, scattered_data, gpu_idata, bools, scanned_data); cudaMemcpy(odata, scattered_data, sizeof(int) * n, cudaMemcpyDeviceToHost); + int num = n; + for (int i = 0; i < n; i++) { + if (odata[i] == 0) { + num = i; + break; + } + } + //timer().endGpuTimer(); // return last index in scanned_data std::unique_ptrscanned_cpu{ new int[n] }; - cudaMemcpy(scanned_cpu.get(), scanned_data, sizeof(int) * n, cudaMemcpyDeviceToHost); - - timer().endGpuTimer(); - return scanned_cpu[n - 1]; + cudaMemcpy(scanned_cpu.get(), scanned_data, sizeof(int) * num, cudaMemcpyDeviceToHost); + return num; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4ae5eb5..9e76962 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -46,8 +46,6 @@ 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(); - int power_of_2 = 1; while (power_of_2 < n) { power_of_2 *= 2; @@ -69,6 +67,7 @@ namespace StreamCompaction { int blockSize = 128; dim3 fullBlocksPerGrid((power_of_2 + blockSize - 1) / blockSize); + timer().startGpuTimer(); for (int d = 1; d <= ilog2ceil(n); d++) { iteration << > > (power_of_2, d, data_1, data_2); //cudaDeviceSynchronize(); @@ -81,6 +80,7 @@ namespace StreamCompaction { int* temp = data_1; data_1 = data_2; data_2 = temp; + timer().endGpuTimer(); // set the out data to the scanned data cudaMemcpy(odata, data_1, sizeof(int) * n, cudaMemcpyDeviceToHost); @@ -88,8 +88,6 @@ namespace StreamCompaction { // free memory cudaFree(data_1); cudaFree(data_2); - - timer().endGpuTimer(); } } } From 678c5ad70fd76cdc964226e08512332b5a3a309c Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Tue, 22 Sep 2020 12:39:02 -0400 Subject: [PATCH 07/11] use kernel instead of cpu for efficient --- stream_compaction/cpu.cu | 8 ++++---- stream_compaction/efficient.cu | 15 +++++++++------ 2 files changed, 13 insertions(+), 10 deletions(-) diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index d4fd42c..4f4bdaa 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -18,12 +18,12 @@ namespace StreamCompaction { * (Optional) For better understanding before starting moving to GPU, you can simulate your GPU scan in this function first. */ void scan(int n, int *odata, const int *idata) { - //timer().startCpuTimer(); + timer().startCpuTimer(); odata[0] = 0; for (int i = 1; i < n; i++) { odata[i] = idata[i - 1] + odata[i - 1]; } - //timer().endCpuTimer(); + timer().endCpuTimer(); } /** @@ -50,7 +50,7 @@ namespace StreamCompaction { * @returns the number of elements remaining after compaction. */ int compactWithScan(int n, int *odata, const int *idata) { - timer().startCpuTimer(); + //timer().startCpuTimer(); // create a new array mapping the input array to zero's and one's int* zerosAndOnes = new int[n]; for (int i = 0; i < n; i++) { @@ -68,7 +68,7 @@ namespace StreamCompaction { } } - timer().endCpuTimer(); + //timer().endCpuTimer(); return scannedArray[n-1]; } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 540a51a..5dd45dc 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -43,6 +43,14 @@ namespace StreamCompaction { data[replace_index] += t; } + // set n-1 to power of 2 values equal to 0 + __global__ void setZeros(int n, int power_of_2, int* data) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index < power_of_2 && index >= n - 1) { + data[index] = 0; + } + } + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ @@ -77,12 +85,7 @@ namespace StreamCompaction { } // set the last value to 0 - cudaMemcpy(padded_array.get(), data, sizeof(int) * power_of_2, cudaMemcpyDeviceToHost); - for (int i = n - 1; i < power_of_2; i++) { - padded_array[i] = 0; - } - //padded_array[n - 1] = 0; - cudaMemcpy(data, padded_array.get(), sizeof(int) * power_of_2, cudaMemcpyHostToDevice); + setZeros << > > (n, power_of_2, data); // down-sweep for (int d = ilog2(power_of_2) - 1; d >= 0; d--) { From 4d3c6edebbeaccaee8e6ef12b80b927a61a8ddb7 Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Tue, 22 Sep 2020 20:34:21 -0400 Subject: [PATCH 08/11] calculate pow on the cpu --- stream_compaction/efficient.cu | 31 ++++++++++++++++++++----------- stream_compaction/naive.cu | 7 +++---- 2 files changed, 23 insertions(+), 15 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 5dd45dc..60fe126 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -18,26 +18,29 @@ namespace StreamCompaction { } // up sweep - __global__ void upSweep(int n, int d, int* data) { + __global__ void upSweep(int n, int d, int* data, int dist, int distHalf) { int index = threadIdx.x + (blockIdx.x * blockDim.x); - int dist = pow(2.f, d + 1); + if (index >= n || index % dist != 0) { return; } - int toUpdate = index + pow(2.f, d + 1) - 1; - int toGet = index + pow(2.f, d) - 1; + + int toUpdate = index + dist - 1; + int toGet = index + distHalf - 1; + data[toUpdate] += data[toGet]; } // down sweep - __global__ void downSweep(int n, int d, int* data) { + __global__ void downSweep(int n, int d, int* data, int dist, int distHalf) { int index = threadIdx.x + (blockIdx.x * blockDim.x); - int dist = pow(2.f, d + 1); if (index >= n || index % dist != 0) { return; } - int t_index = index + pow(2.f, d) - 1; - int replace_index = index + pow(2.f, d + 1) - 1; + + int t_index = index + distHalf - 1; + int replace_index = index + dist - 1; + int t = data[t_index]; data[t_index] = data[replace_index]; data[replace_index] += t; @@ -72,24 +75,30 @@ namespace StreamCompaction { for (int i = n; i < power_of_2; i++) { padded_array[i] = 0; } + cudaMemcpy(data, padded_array.get(), sizeof(int) * power_of_2, cudaMemcpyHostToDevice); // kernel values - int blockSize = 128; + int blockSize = 512; dim3 fullBlocksPerGrid((power_of_2 + blockSize - 1) / blockSize); timer().startGpuTimer(); // up-sweep for (int d = 0; d <= ilog2(power_of_2) - 1; d++) { - upSweep << > > (power_of_2, d, data); + int dist = pow(2, d + 1); + int distHalf = pow(2, d); + upSweep << > > (power_of_2, d, data, dist, distHalf); } + // set the last value to 0 setZeros << > > (n, power_of_2, data); // down-sweep for (int d = ilog2(power_of_2) - 1; d >= 0; d--) { - downSweep << > > (power_of_2, d, data); + int dist = pow(2, d + 1); + int distHalf = pow(2, d); + downSweep << > > (power_of_2, d, data, dist, distHalf); } timer().endGpuTimer(); diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 9e76962..da8d4f7 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -17,12 +17,11 @@ namespace StreamCompaction { } // one iteration of inclusive scan - __global__ void iteration(int n, int d, const int* idata, int* odata) { + __global__ void iteration(int n, int d, const int* idata, int* odata, int offset) { int index = threadIdx.x + (blockIdx.x * blockDim.x); if (index >= n) { return; } - int offset = pow(2.f, float(d - 1.f)); if (index >= offset) { odata[index] = idata[index - offset] + idata[index]; } else { @@ -69,8 +68,8 @@ namespace StreamCompaction { timer().startGpuTimer(); for (int d = 1; d <= ilog2ceil(n); d++) { - iteration << > > (power_of_2, d, data_1, data_2); - //cudaDeviceSynchronize(); + int offset = pow(2, d - 1); + iteration << > > (power_of_2, d, data_1, data_2, offset); int* temp = data_1; data_1 = data_2; data_2 = temp; From 838a5ceac1e6576ca4b3c9974b727924a641f6a3 Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Tue, 22 Sep 2020 22:31:15 -0400 Subject: [PATCH 09/11] part 5 --- stream_compaction/efficient.cu | 37 +++++++++++++++++++++++++++++++++- stream_compaction/naive.cu | 4 ++-- 2 files changed, 38 insertions(+), 3 deletions(-) diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 60fe126..42105a3 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -31,6 +31,19 @@ namespace StreamCompaction { data[toUpdate] += data[toGet]; } + // up sweep efficient + __global__ void upSweepEfficient(int n, int d, int* data, int stride, int offset) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n || index >= n / stride) { + return; + } + + int toUpdate = ((index + 1) * stride) - 1; + int toGet = toUpdate - offset; + + data[toUpdate] += data[toGet]; + } + // down sweep __global__ void downSweep(int n, int d, int* data, int dist, int distHalf) { int index = threadIdx.x + (blockIdx.x * blockDim.x); @@ -46,6 +59,22 @@ namespace StreamCompaction { data[replace_index] += t; } + // down sweep efficient + __global__ void downSweepEfficient(int n, int d, int* data, int stride, int offset) { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + if (index >= n || index >= n / stride) { + return; + } + + int replace_index = n - 1 - (index * stride); + int t_index = replace_index - offset; + + + int t = data[t_index]; + data[t_index] = data[replace_index]; + data[replace_index] += t; + } + // set n-1 to power of 2 values equal to 0 __global__ void setZeros(int n, int power_of_2, int* data) { int index = threadIdx.x + (blockIdx.x * blockDim.x); @@ -79,7 +108,7 @@ namespace StreamCompaction { cudaMemcpy(data, padded_array.get(), sizeof(int) * power_of_2, cudaMemcpyHostToDevice); // kernel values - int blockSize = 512; + int blockSize = 128; dim3 fullBlocksPerGrid((power_of_2 + blockSize - 1) / blockSize); timer().startGpuTimer(); @@ -88,6 +117,9 @@ namespace StreamCompaction { int dist = pow(2, d + 1); int distHalf = pow(2, d); upSweep << > > (power_of_2, d, data, dist, distHalf); + /*int stride = pow(2, d+1); + int offset = pow(2, d); + upSweepEfficient << > > (power_of_2, d, data, stride, offset);*/ } @@ -99,6 +131,9 @@ namespace StreamCompaction { int dist = pow(2, d + 1); int distHalf = pow(2, d); downSweep << > > (power_of_2, d, data, dist, distHalf); + /*int stride = pow(2, d + 1); + int offset = pow(2, d); + downSweepEfficient << > > (power_of_2, d, data, stride, offset);*/ } timer().endGpuTimer(); diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index da8d4f7..65446fe 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -66,7 +66,7 @@ namespace StreamCompaction { int blockSize = 128; dim3 fullBlocksPerGrid((power_of_2 + blockSize - 1) / blockSize); - timer().startGpuTimer(); + //timer().startGpuTimer(); for (int d = 1; d <= ilog2ceil(n); d++) { int offset = pow(2, d - 1); iteration << > > (power_of_2, d, data_1, data_2, offset); @@ -79,7 +79,7 @@ namespace StreamCompaction { int* temp = data_1; data_1 = data_2; data_2 = temp; - timer().endGpuTimer(); + //timer().endGpuTimer(); // set the out data to the scanned data cudaMemcpy(odata, data_1, sizeof(int) * n, cudaMemcpyDeviceToHost); From 4efd33f59e6364e8ddd4407a57730f071e992a87 Mon Sep 17 00:00:00 2001 From: SYDNEY MILLER Date: Tue, 22 Sep 2020 22:54:02 -0400 Subject: [PATCH 10/11] performance analysis images --- img/ScanRunTimeVSArraySize.png | Bin 0 -> 40102 bytes img/ScanRunTimeVSArraySizeChart.png | Bin 0 -> 152760 bytes img/ScanRunTimeVSBlockSize.png | Bin 0 -> 30528 bytes img/ScanRunTimeVSBlockSizeChart.png | Bin 0 -> 102909 bytes img/StreamCompactionRuntimeVSBlockSize.png | Bin 0 -> 18409 bytes ...StreamCompactionRuntimeVSBlockSizeChart.png | Bin 0 -> 47571 bytes 6 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 img/ScanRunTimeVSArraySize.png create mode 100644 img/ScanRunTimeVSArraySizeChart.png create mode 100644 img/ScanRunTimeVSBlockSize.png create mode 100644 img/ScanRunTimeVSBlockSizeChart.png create mode 100644 img/StreamCompactionRuntimeVSBlockSize.png create mode 100644 img/StreamCompactionRuntimeVSBlockSizeChart.png diff --git a/img/ScanRunTimeVSArraySize.png b/img/ScanRunTimeVSArraySize.png new file mode 100644 index 0000000000000000000000000000000000000000..fd66d9f943d66194281f32b47ff9d1c8636cba85 GIT binary patch literal 40102 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zz^qZ`HmziuS*1eCk8kQIofpeBtT_F2FvNH;QaA)ShlD!XU|>~?)(|G~vm)$y{-23q z!CV@$0^`hQjUYfkT9yRZ{R($*5hKD_&%Tha{9KE0#XK)iO>~%f+KZ!KhBq=Ra`S%e z8_pYA_+1)Y#7+R!6DKuEG(Xa}F+N_!rLzR1xW!<8?F4&Y6YbA!$oRF=tTNGK=R=3; z!id*P$*|UF(ZH^^1s}wjsNnqJlV|L3m$ZAxd~MyoeMK5}*K6{>N{el>qvC*XS?0Pd zj?sB%ck}{r&9I;v?J5)KEGptL*9IeLP{WHR;;JgdPoi&}&-={eHBcv@K z^02#-i3P@#pDbRFq)@=CG~(vCc_ra@ew?)S5){WNX)nJP5Wa+jtA5szk0Pa z36e#eYbnUnsYH>5kz*+m*?{^vO^!D>&F4Z<%SXEp`+6atLK8qjVdJAdZ65sm%XtoJsIY&XQI zUo~tRh-ZnODn48#XG1zX%Sa-Q-kek*&y>8SVHno^6&sfjnYlFK>fRBqnF`=x44949 z&Sjc))wX)wmrr7|Vt00hzopB+fBa()Ii)cZ#ol3rj|mV3j<|``K9HyTUm@5<2nQ^i z7f?^RA>cVVG-V*aA8mGy;5IEq(m6i1+6vt-0`L8Xb7)GCv9C`Rm{m74j+%Ml1<6Vf z!SP-d(YAKO`?k^mS{AIE!SY6lNA%al9myQZ+?=)!!ygWVv$zci`Mp{-w&Zyi%= z@gYGPOBfd-FBd{O^7@9=3aI&6u=*gYW>{2=!5ttY^L&vU(7-8)1tMnMW=$}A literal 0 HcmV?d00001 From 72a4ec3e2666146418c80b05d56ad3c2a46e823c Mon Sep 17 00:00:00 2001 From: millersy <51119803+millersy@users.noreply.github.com> Date: Tue, 22 Sep 2020 23:10:00 -0400 Subject: [PATCH 11/11] Update README.md --- README.md | 82 +++++++++++++++++++++++++++++++++++++++++++++++++++---- 1 file changed, 76 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 0e38ddb..c35b973 100644 --- a/README.md +++ b/README.md @@ -3,12 +3,82 @@ CUDA Stream Compaction **University of Pennsylvania, CIS 565: GPU Programming and Architecture, Project 2** -* (TODO) YOUR NAME HERE - * (TODO) [LinkedIn](), [personal website](), [twitter](), etc. -* Tested on: (TODO) Windows 22, i7-2222 @ 2.22GHz 22GB, GTX 222 222MB (Moore 2222 Lab) +* Sydney Miller + * [LinkedIn](https://www.linkedin.com/in/sydney-miller-upenn/) +* Tested on: GTX 222 222MB (CETS Virtual Lab) -### (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.) +### README +### Performance Analysis + +#### Optimize Block Sizes for Each Implementation +![Scan Run Time vs Block Size Chart](img/ScanRunTimeVSBlockSizeChart.png) +![Scan Run Time vs Block Size Graph](img/ScanRunTimeVSBlockSize.png) + +![Stream Compaction Run Time vs Block Size Chart](img/StreamCompactionRuntimeVSBlockSizeChart.png) +![Stream Compaction Run Time vs Block Size Graph](img/StreamCompactionRuntimeVSBlockSize.png) + +For most of the implementations it seems like they perform the best when the black size is not too big or small. A smaller block size for stream compaction seemed to work better compared to scan. + +#### Compare GPU Scan implementations to Serial CPU For Varying Array Sizess +![Stream Compaction Run Time vs Block Size Chart](img/ScanRunTimeVSArraySizeChart.png) +![Stream Compaction Run Time vs Block Size Graph](img/ScanRunTimeVSArraySize.png) + +All of the implementations performed similarly in that the run time increased when the size of the array increased. The thrust implementation compared to the other implementation was much faster and a much shallower slope as seen in the chart above. This means that the thrust implementation handles exponential growth of array sizes a lot better than the other implementations. My guess is that the thrust implementation handles memory allocation much better than the other GPU implementations since we are able to see the greatest performance difference with larger amounts of memory being used. The CPU implantation was the next fastest implementation. I think the bottlenecks for the various GPU implementations are their use of global memory. In addition, some implementation use %, which can take longer on a GPU compared to comparison operators. + +#### Output of Test Program +``` +**************** +** SCAN TESTS ** +**************** + [ 5 39 0 1 23 32 46 30 49 44 40 18 31 ... 10 0 ] +==== cpu scan, power-of-two ==== + elapsed time: 0.0005ms (std::chrono Measured) + [ 0 5 44 44 45 68 100 146 176 225 269 309 327 ... 6474 6484 ] +==== cpu scan, non-power-of-two ==== + elapsed time: 0.0005ms (std::chrono Measured) + [ 0 5 44 44 45 68 100 146 176 225 269 309 327 ... 6380 6411 ] + passed +==== naive scan, power-of-two ==== + elapsed time: 0ms (CUDA Measured) + passed +==== naive scan, non-power-of-two ==== + elapsed time: 0ms (CUDA Measured) + passed +==== work-efficient scan, power-of-two ==== + elapsed time: 0.043008ms (CUDA Measured) + passed +==== work-efficient scan, non-power-of-two ==== + elapsed time: 0.03584ms (CUDA Measured) + passed +==== thrust scan, power-of-two ==== + elapsed time: 0.0856ms (CUDA Measured) + passed +==== thrust scan, non-power-of-two ==== + elapsed time: 0.04608ms (CUDA Measured) + passed + +***************************** +** STREAM COMPACTION TESTS ** +***************************** + [ 1 3 0 3 1 2 0 2 3 0 0 2 3 ... 2 0 ] +==== cpu compact without scan, power-of-two ==== + elapsed time: 0.0009ms (std::chrono Measured) + [ 1 3 3 1 2 2 3 2 3 3 2 2 2 ... 3 2 ] + passed +==== cpu compact without scan, non-power-of-two ==== + elapsed time: 0.0011ms (std::chrono Measured) + [ 1 3 3 1 2 2 3 2 3 3 2 2 2 ... 3 1 ] + passed +==== cpu compact with scan ==== + elapsed time: 0.0006ms (std::chrono Measured) + [ 1 3 3 1 2 2 3 2 3 3 2 2 2 ... 3 2 ] + passed +==== work-efficient compact, power-of-two ==== + elapsed time: 0.033792ms (CUDA Measured) + passed +==== work-efficient compact, non-power-of-two ==== + elapsed time: 0.044032ms (CUDA Measured) + passed +```