From cb3aeb41d5b54dba93b7d17038755246f5df2050 Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Sun, 13 Sep 2015 13:25:04 -0400 Subject: [PATCH 01/14] commit(part 1 2 3) --- src/main.cpp | 22 ++-- stream_compaction/common.cu | 24 ++++- stream_compaction/common.h | 7 ++ stream_compaction/cpu.cu | 51 +++++++++- stream_compaction/cpu.h | 2 + stream_compaction/efficient.cu | 180 ++++++++++++++++++++++++++++----- stream_compaction/naive.cu | 60 ++++++++++- 7 files changed, 307 insertions(+), 39 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 675da35..97251e3 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -43,7 +43,7 @@ int main(int argc, char* argv[]) { zeroArray(SIZE, c); printDesc("naive scan, power-of-two"); StreamCompaction::Naive::scan(SIZE, c, a); - //printArray(SIZE, c, true); + printArray(SIZE, c, true); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); @@ -52,17 +52,21 @@ int main(int argc, char* argv[]) { //printArray(SIZE, c, true); printCmpResult(NPOT, b, c); - zeroArray(SIZE, c); + + zeroArray(SIZE, c); + printDesc("work-efficient scan, non-power-of-two"); + StreamCompaction::Efficient::scan(NPOT, c, a); + printArray(NPOT, c, true); + printCmpResult(NPOT, b, c); + + + zeroArray(SIZE, c); printDesc("work-efficient scan, power-of-two"); StreamCompaction::Efficient::scan(SIZE, c, a); - //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); - //printArray(NPOT, c, true); - printCmpResult(NPOT, b, c); + zeroArray(SIZE, c); printDesc("thrust scan, power-of-two"); @@ -120,4 +124,6 @@ int main(int argc, char* argv[]) { count = StreamCompaction::Efficient::compact(NPOT, c, a); //printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); + + system("pause"); } diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index fe872d4..ceeac30 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -23,7 +23,19 @@ namespace Common { * 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 + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index < n) + { + if (idata[index] == 0) + { + bools[index] = 0; + } + else + { + bools[index] = 1; + } + } } /** @@ -32,7 +44,15 @@ __global__ void kernMapToBoolean(int n, int *bools, const int *idata) { */ __global__ void kernScatter(int n, int *odata, const int *idata, const int *bools, const int *indices) { - // TODO + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index 0 && index < n && ((index + 1) % (m_power * 2) == 0)) + { + x[index] = x[index] + x[index - m_power]; + } + } -/** - * Performs stream compaction on idata, storing the result into odata. - * All zeroes are discarded. - * - * @param n The number of elements in idata. - * @param odata The array into which to store elements. - * @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) { - // TODO - return -1; -} + __global__ void kern_down_sweep(int n, int m_power, int* x) //m_power = 2^(log2(n)-1-d) + { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index>0 && index < n && ((index + 1) % (m_power * 2) == 0)) + { + int tmp = x[index]; + x[index] = x[index] + x[index - m_power]; //sum + x[index - m_power] = tmp; //swap + } + + } + + __global__ void kern_set_value(int index,int val,int* x) + { + x[index] = val; + } + /** + * Performs prefix-sum (aka scan) on idata, storing the result into odata. + */ + void scan(int n, int *odata, const int *idata) { + // up sweep + + int m_power = ilog2ceil(n); + int new_n = pow(2, m_power); + + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); + + //init the array + cudaMalloc((void**)&dev_array, new_n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_array1 failed!"); + + cudaMemset(dev_array, 0, new_n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_array failed!"); + + cudaMemcpy(dev_array, idata, n*sizeof(int), cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_array failed!"); + + //up sweep + for (int d = 0; d < m_power; d++) + { + int pow_2_d = pow(2, d); + kern_up_sweep << > >(new_n, pow_2_d, dev_array); + } + + //down sweep + + kern_set_value << <1, 1 >> > (new_n - 1, 0, dev_array); //insert 0 + + + for (int d = 0; d < m_power; d++) + { + int nn = m_power - 1 - d; + int pow_2_log2n_minus_d = pow(2, nn); + + kern_down_sweep << > >(new_n, pow_2_log2n_minus_d, dev_array); + } + + //copy data + cudaMemcpy(odata, dev_array, n*sizeof(int), cudaMemcpyDeviceToHost); + + } + + + + + + + /** + * Performs stream compaction on idata, storing the result into odata. + * All zeroes are discarded. + * + * @param n The number of elements in idata. + * @param odata The array into which to store elements. + * @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) { + + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + + //copy data to device + int* dev_idata; + cudaMalloc((void**)&dev_idata, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_idata failed!"); + + cudaMemset(dev_idata, 0, n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_idata failed!"); + + cudaMemcpy(dev_idata, idata, n*sizeof(int), cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_idata failed!"); + + + // map the idata to bools + int* dev_bools; + cudaMalloc((void**)&dev_bools, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_bools failed!"); + + cudaMemset(dev_bools, 0, n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_bools failed!"); + + StreamCompaction::Common::kernMapToBoolean << > >(n, dev_bools, dev_idata); + + //scan the bools to get the indices + + + int* host_bools = new int[n]; + cudaMemcpy(host_bools, dev_bools, n*sizeof(int), cudaMemcpyDeviceToHost); + int* host_indices = new int[n]; + + scan(n, host_indices, host_bools); //input is host data + + int* dev_indices; + cudaMalloc((void**)&dev_indices, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_indices failed!"); + + cudaMemcpy(dev_indices, host_indices, n*sizeof(int), cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_indices failed!"); + + //run scatter + int* dev_odata; + cudaMalloc((void**)&dev_odata, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_bools failed!"); + + cudaMemset(dev_odata, 0, n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_bools failed!"); + + StreamCompaction::Common::kernScatter << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_odata,dev_idata,dev_bools,dev_indices); + + //copy back to host + cudaMemcpy(odata, dev_odata, n*sizeof(int), cudaMemcpyDeviceToHost); + + return host_indices[n - 1]; //num of non-zero + + + + } + + + } } -} + diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 3d86b60..e244a3d 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -3,17 +3,71 @@ #include "common.h" #include "naive.h" + + + +int* dev_array1; +int* dev_array2; + + namespace StreamCompaction { namespace Naive { -// TODO: __global__ + __global__ void kern_naive_scan(int d, int n, int m_power,int* array_1, int* array_2) + { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index >= m_power && index < n) + { + array_2[index] = array_1[index] + array_1[index - m_power]; + } + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - // TODO - printf("TODO\n"); + //compute the size of the intermediate array + int m_power = ilog2ceil(n); + int new_n = pow(2,m_power); + + dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); + dim3 threadsPerBlock(blockSize); + + //init the array + cudaMalloc((void**)&dev_array1, new_n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_array1 failed!"); + + cudaMalloc((void**)&dev_array2, new_n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_array1 failed!"); + + cudaMemset(dev_array1, 0, new_n * sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_array1 failed!"); + cudaMemset(dev_array2, 0, new_n * sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_array2 failed!"); + + int* tmp_data = new int[n]; + tmp_data[0] = 0; + + for (int i = 1; i> > (d, new_n, m_power, dev_array1, dev_array2); + //copy array2 to array1 + cudaMemcpy(dev_array1,dev_array2,new_n*sizeof(int),cudaMemcpyDeviceToDevice); + } + + cudaMemcpy(odata, dev_array2, n*sizeof(int), cudaMemcpyDeviceToHost); + } } From b3648918774b8606a65243bc105e2d46b17be8a9 Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Sun, 13 Sep 2015 14:04:54 -0400 Subject: [PATCH 02/14] commit (part 4) --- stream_compaction/thrust.cu | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index d8dbb32..659f1ac 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -3,6 +3,7 @@ #include #include #include +#include #include "common.h" #include "thrust.h" @@ -16,6 +17,10 @@ void scan(int n, int *odata, const int *idata) { // 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(idata, idata + n, odata); // in-place scan + + } } From 163720c13f027d456690e2fbcccc7fd706de6663 Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Sun, 13 Sep 2015 15:02:20 -0400 Subject: [PATCH 03/14] add radixsort --- stream_compaction/CMakeLists.txt | 2 + stream_compaction/radixsort.cu | 73 ++++++++++++++++++++++++++++++++ stream_compaction/radixsort.h | 9 ++++ 3 files changed, 84 insertions(+) create mode 100644 stream_compaction/radixsort.cu create mode 100644 stream_compaction/radixsort.h diff --git a/stream_compaction/CMakeLists.txt b/stream_compaction/CMakeLists.txt index cdbef77..1c841bf 100644 --- a/stream_compaction/CMakeLists.txt +++ b/stream_compaction/CMakeLists.txt @@ -9,6 +9,8 @@ set(SOURCE_FILES "efficient.cu" "thrust.h" "thrust.cu" + "radixsort.h" + "radixsort.cu" ) cuda_add_library(stream_compaction diff --git a/stream_compaction/radixsort.cu b/stream_compaction/radixsort.cu new file mode 100644 index 0000000..28afc2a --- /dev/null +++ b/stream_compaction/radixsort.cu @@ -0,0 +1,73 @@ +#include +#include +#include +#include "radixsort.h" +#include "common.h" +#include "thrust.h" + +namespace StreamCompaction { + namespace RadixSort { + + + __global__ kern_get_k_bit_array(int n, int k, int* odata, const int* idata) + { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index < n) + { + odata[index] = (idata[index] & (1 << k)) >> k; //get the kth bit of the cur int + } + } + + __global__ kern_inv_array(int n, int* odata, const int* idata) //1-->0 0-->1 + { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index < n) + { + odata[index] = std::abs(idata[index]-1); + } + } + + + + + void radixsort(int n, int *odata, const int *idata) //assume that all the bits are 32 bits + { + + + + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + + int * dev_b_array; + cudaMalloc((void**)&dev_b_array, n*sizeof(int)); + int * dev_e_array; + cudaMalloc((void**)&dev_e_array, n*sizeof(int)); + int * dev_f_array; + cudaMalloc((void**)&dev_f_array, n*sizeof(int)); + int * dev_t_array; + cudaMalloc((void**)&dev_t_array, n*sizeof(int)); + + int * dev_idata; + cudaMalloc((void**)&dev_idata, n*sizeof(int)); + + int * dev_odata; + cudaMalloc((void**)&dev_odata, n*sizeof(int)); + + + cudaMemcpy(dev_idata,idata,n*sizeof(int),cudaMemcpyHostToDevice); + + for (int k = 0; k<32; k++) + { + //get b array + kern_get_k_bit_array << > > (n, k, dev_b_array,dev_idata); + + //get e array + + } + } + + + } +} \ No newline at end of file diff --git a/stream_compaction/radixsort.h b/stream_compaction/radixsort.h new file mode 100644 index 0000000..959f43e --- /dev/null +++ b/stream_compaction/radixsort.h @@ -0,0 +1,9 @@ +#pragma once + +namespace StreamCompaction { + namespace RadixSort { + + __global__ kern_get_k_bit_array(int n, int k, int* odata, int* idata); + void radixsort(int n, int *odata, const int *idata); + } +} \ No newline at end of file From d1d2709d253332969617fe7e6489abc098b9900e Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Sun, 13 Sep 2015 16:01:50 -0400 Subject: [PATCH 04/14] commit part 5 --- src/main.cpp | 34 +++++++++++++-- stream_compaction/radixsort.cu | 76 +++++++++++++++++++++++++++++++++- stream_compaction/radixsort.h | 1 - 3 files changed, 104 insertions(+), 7 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 97251e3..46da263 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -11,6 +11,7 @@ #include #include #include +#include #include "testing_helpers.hpp" int main(int argc, char* argv[]) { @@ -18,16 +19,39 @@ int main(int argc, char* argv[]) { const int NPOT = SIZE - 3; int a[SIZE], b[SIZE], c[SIZE]; - // Scan tests + + + int m_array[60]; + for (int i = 0; i<30; i++) + { + m_array[i] = 30 - i; + } + for (int i = 30; i < 60; i++) + { + m_array[i] = i-30; + } + + + //Sort Test + printf("\n"); + printf("*****************************\n"); + printf("** Radix Sort TESTS **\n"); + printf("*****************************\n"); + printDesc("radix sort, power-of-two"); + StreamCompaction::RadixSort::radixsort(60, c, m_array); + printArray(60, c, true); + + + // Scan tests printf("\n"); printf("****************\n"); printf("** SCAN TESTS **\n"); printf("****************\n"); - genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case - a[SIZE - 1] = 0; - printArray(SIZE, a, true); + genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case + a[SIZE - 1] = 0; + printArray(SIZE, a, true); zeroArray(SIZE, b); printDesc("cpu scan, power-of-two"); @@ -125,5 +149,7 @@ int main(int argc, char* argv[]) { //printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); + + system("pause"); } diff --git a/stream_compaction/radixsort.cu b/stream_compaction/radixsort.cu index 28afc2a..57830e4 100644 --- a/stream_compaction/radixsort.cu +++ b/stream_compaction/radixsort.cu @@ -9,7 +9,7 @@ namespace StreamCompaction { namespace RadixSort { - __global__ kern_get_k_bit_array(int n, int k, int* odata, const int* idata) + __global__ void kern_get_k_bit_array(int n, int k, int* odata, const int* idata) { int index = threadIdx.x + (blockIdx.x * blockDim.x); @@ -19,7 +19,7 @@ namespace StreamCompaction { } } - __global__ kern_inv_array(int n, int* odata, const int* idata) //1-->0 0-->1 + __global__ void kern_inv_array(int n, int* odata, const int* idata) //1-->0 0-->1 { int index = threadIdx.x + (blockIdx.x * blockDim.x); @@ -29,6 +29,41 @@ namespace StreamCompaction { } } + __global__ void kern_get_totalFalses(int n, int* e, int *f, int* totalFalse) + { + *totalFalse = e[n - 1] + f[n - 1]; + } + + __global__ void kern_compute_t_array(int n,int * f,int *t,int* totalFalse) + { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index < n) + { + t[index] = index - f[index]+ *totalFalse; + } + } + + __global__ void kern_compute_the_d_array(int n, int *b, int *t, int *f, int *d) + { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index < n) + { + d[index] = b[index] ? t[index] : f[index]; + } + } + + __global__ void kern_get_output(int n,int * d,int * odata,int* idata) + { + int index = threadIdx.x + (blockIdx.x * blockDim.x); + + if (index < n) + { + odata[d[index]] = idata[index]; + } + } + @@ -48,6 +83,8 @@ namespace StreamCompaction { cudaMalloc((void**)&dev_f_array, n*sizeof(int)); int * dev_t_array; cudaMalloc((void**)&dev_t_array, n*sizeof(int)); + int * dev_d_array; + cudaMalloc((void**)&dev_d_array, n*sizeof(int)); int * dev_idata; cudaMalloc((void**)&dev_idata, n*sizeof(int)); @@ -58,14 +95,49 @@ namespace StreamCompaction { cudaMemcpy(dev_idata,idata,n*sizeof(int),cudaMemcpyHostToDevice); + + int* dev_totalFalse; + cudaMalloc((void**)&dev_totalFalse, 1*sizeof(int)); + + + int* host_f_array = new int[n]; + + int* host_e_array = new int[n]; + + for (int k = 0; k<32; k++) { //get b array kern_get_k_bit_array << > > (n, k, dev_b_array,dev_idata); //get e array + kern_inv_array << > >(n, dev_e_array, dev_b_array); + + //get f data + + cudaMemcpy(host_e_array, dev_e_array, n*sizeof(int), cudaMemcpyDeviceToHost); + StreamCompaction::Thrust::scan(n, host_f_array, host_e_array); //may have problem of passing the argument!!! + cudaMemcpy(dev_f_array, host_f_array, n*sizeof(int), cudaMemcpyHostToDevice); + + //get t array + //comptue the totalFalse + kern_get_totalFalses << <1, 1 >> >(n, dev_e_array, dev_f_array, dev_totalFalse); + + kern_compute_t_array << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_f_array, dev_t_array, dev_totalFalse); + + //get the d array + kern_compute_the_d_array << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_b_array, dev_t_array, dev_f_array, dev_d_array); + + //get the current output + kern_get_output << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_d_array, dev_odata,dev_idata); + + //update the idata + cudaMemcpy(dev_idata, dev_odata, n*sizeof(int), cudaMemcpyDeviceToDevice); } + + cudaMemcpy(odata, dev_odata, n*sizeof(int), cudaMemcpyDeviceToHost); + } diff --git a/stream_compaction/radixsort.h b/stream_compaction/radixsort.h index 959f43e..35e8bc6 100644 --- a/stream_compaction/radixsort.h +++ b/stream_compaction/radixsort.h @@ -3,7 +3,6 @@ namespace StreamCompaction { namespace RadixSort { - __global__ kern_get_k_bit_array(int n, int k, int* odata, int* idata); void radixsort(int n, int *odata, const int *idata); } } \ No newline at end of file From ce9946a1740c1657f3049fbc776811859472fe9f Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Sun, 13 Sep 2015 19:26:00 -0400 Subject: [PATCH 05/14] fix --- bin_new/Activity1.nvact | 125 +++++++++++++++++++ src/main.cpp | 221 +++++++++++++++++++++------------ stream_compaction/common.h | 2 +- stream_compaction/cpu.cu | 17 +++ stream_compaction/efficient.cu | 51 ++++++-- stream_compaction/naive.cu | 14 +++ stream_compaction/radixsort.cu | 17 ++- stream_compaction/thrust.cu | 13 ++ 8 files changed, 370 insertions(+), 90 deletions(-) create mode 100644 bin_new/Activity1.nvact diff --git a/bin_new/Activity1.nvact b/bin_new/Activity1.nvact new file mode 100644 index 0000000..b9697f2 --- /dev/null +++ b/bin_new/Activity1.nvact @@ -0,0 +1,125 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/src/main.cpp b/src/main.cpp index 46da263..c5808f4 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -12,97 +12,158 @@ #include #include #include +#include +#include +#include +#include +#include +#include #include "testing_helpers.hpp" -int main(int argc, char* argv[]) { - const int SIZE = 1 << 8; - const int NPOT = SIZE - 3; - int a[SIZE], b[SIZE], c[SIZE]; - - - int m_array[60]; - for (int i = 0; i<30; i++) - { - m_array[i] = 30 - i; - } - for (int i = 30; i < 60; i++) - { - m_array[i] = i-30; - } - +#define M_SIZE 2000 - //Sort Test - printf("\n"); - printf("*****************************\n"); - printf("** Radix Sort TESTS **\n"); - printf("*****************************\n"); - printDesc("radix sort, power-of-two"); - StreamCompaction::RadixSort::radixsort(60, c, m_array); - printArray(60, c, true); - - - // Scan tests - printf("\n"); - printf("****************\n"); - printf("** SCAN TESTS **\n"); - printf("****************\n"); +//help function +void tick() +{ - genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case - a[SIZE - 1] = 0; - printArray(SIZE, a, true); +} - zeroArray(SIZE, b); - printDesc("cpu scan, power-of-two"); - StreamCompaction::CPU::scan(SIZE, b, a); - printArray(SIZE, b, true); +void tock() +{ - zeroArray(SIZE, c); - printDesc("cpu scan, non-power-of-two"); - StreamCompaction::CPU::scan(NPOT, c, a); - printArray(NPOT, b, true); - printCmpResult(NPOT, b, c); +} - zeroArray(SIZE, c); - printDesc("naive scan, power-of-two"); - StreamCompaction::Naive::scan(SIZE, c, a); - printArray(SIZE, c, true); - printCmpResult(SIZE, b, c); - zeroArray(SIZE, c); - printDesc("naive scan, non-power-of-two"); - StreamCompaction::Naive::scan(NPOT, c, a); - //printArray(SIZE, c, true); - printCmpResult(NPOT, b, c); +int main(int argc, char* argv[]) { - zeroArray(SIZE, c); - printDesc("work-efficient scan, non-power-of-two"); - StreamCompaction::Efficient::scan(NPOT, c, a); - printArray(NPOT, c, true); - printCmpResult(NPOT, b, c); - - - zeroArray(SIZE, c); - printDesc("work-efficient scan, power-of-two"); - StreamCompaction::Efficient::scan(SIZE, c, a); - printArray(SIZE, c, true); - printCmpResult(SIZE, b, c); + //for (int m_i = 8; m_i < 16; m_i++) + //{ - + int SIZE = 1 << 8; + const int NPOT = SIZE - 3; + int* a = new int[SIZE]; + int*b = new int[SIZE]; + int*c = new int[SIZE]; - zeroArray(SIZE, c); - printDesc("thrust scan, power-of-two"); - StreamCompaction::Thrust::scan(SIZE, c, a); - //printArray(SIZE, c, true); - printCmpResult(SIZE, b, c); - zeroArray(SIZE, c); - printDesc("thrust scan, non-power-of-two"); - StreamCompaction::Thrust::scan(NPOT, c, a); - //printArray(NPOT, c, true); - printCmpResult(NPOT, b, c); + + int m_array[M_SIZE]; + int m_out[M_SIZE]; + for (int i = 0; i < M_SIZE / 2; i++) + { + m_array[i] = M_SIZE / 2 - i; + } + for (int i = M_SIZE / 2; i < M_SIZE; i++) + { + m_array[i] = i - M_SIZE / 2; + } + + std::vector m_array_vec(m_array, m_array + M_SIZE); + + + //cuda event init + cudaEvent_t start, stop; + cudaEventCreate(&start); + cudaEventCreate(&stop); + float milliseconds = 0; + + + // === Sort Test === + /*printf("\n"); + printf("*****************************\n"); + printf("** Radix Sort TESTS **\n"); + printf("*****************************\n"); + printDesc("radix sort using GPU"); + + + + StreamCompaction::RadixSort::radixsort(M_SIZE, m_out, m_array); + + + + printDesc("sort using CPU"); + + + cudaEventRecord(start); + std::sort(m_array_vec.begin(), m_array_vec.end()); + cudaEventRecord(stop); + cudaEventSynchronize(stop); + milliseconds = 0; + cudaEventElapsedTime(&milliseconds, start, stop); + + std::cout << "printf: " << milliseconds << '\n'; + + + + + printArray(60, m_out, true); + printArray(60, &m_array_vec[0], true);*/ + + // === Scan tests ==== + + printf("\n"); + printf("****************\n"); + printf("** SCAN TESTS **\n"); + printf("****************\n"); + + genArray(SIZE - 1, a, 50); // Leave a 0 at the end to test that edge case + a[SIZE - 1] = 0; + printArray(SIZE, a, true); + + zeroArray(SIZE, b); + printDesc("cpu scan, power-of-two"); + StreamCompaction::CPU::scan(SIZE, b, a); + //printArray(SIZE, b, true); + + zeroArray(SIZE, c); + printDesc("cpu scan, non-power-of-two"); + StreamCompaction::CPU::scan(NPOT, c, a); + //printArray(NPOT, b, true); + printCmpResult(NPOT, b, c); + + zeroArray(SIZE, c); + printDesc("naive scan, power-of-two"); + StreamCompaction::Naive::scan(SIZE, c, a); + //printArray(SIZE, c, true); + printCmpResult(SIZE, b, c); + + zeroArray(SIZE, c); + printDesc("naive scan, non-power-of-two"); + StreamCompaction::Naive::scan(NPOT, c, a); + //printArray(SIZE, c, true); + printCmpResult(NPOT, b, c); + + + zeroArray(SIZE, c); + printDesc("work-efficient scan, non-power-of-two"); + StreamCompaction::Efficient::scan(NPOT, c, a); + //printArray(NPOT, c, true); + printCmpResult(NPOT, b, c); + + + zeroArray(SIZE, c); + printDesc("work-efficient scan, power-of-two"); + StreamCompaction::Efficient::scan(SIZE, c, a); + //printArray(SIZE, c, true); + printCmpResult(SIZE, b, c); + + + + zeroArray(SIZE, c); + printDesc("thrust scan, power-of-two"); + StreamCompaction::Thrust::scan(SIZE, c, a); + //printArray(SIZE, c, true); + printCmpResult(SIZE, b, c); + + zeroArray(SIZE, c); + printDesc("thrust scan, non-power-of-two"); + StreamCompaction::Thrust::scan(NPOT, c, a); + //printArray(NPOT, c, true); + printCmpResult(NPOT, b, c); + //} printf("\n"); printf("*****************************\n"); @@ -121,20 +182,20 @@ int main(int argc, char* argv[]) { printDesc("cpu compact without scan, power-of-two"); count = StreamCompaction::CPU::compactWithoutScan(SIZE, b, a); expectedCount = count; - printArray(count, b, true); + // printArray(count, b, true); printCmpLenResult(count, expectedCount, b, b); zeroArray(SIZE, c); printDesc("cpu compact without scan, non-power-of-two"); count = StreamCompaction::CPU::compactWithoutScan(NPOT, c, a); expectedNPOT = count; - printArray(count, c, true); + //printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); zeroArray(SIZE, c); printDesc("cpu compact with scan"); count = StreamCompaction::CPU::compactWithScan(SIZE, c, a); - printArray(count, c, true); + //printArray(count, c, true); printCmpLenResult(count, expectedCount, b, c); zeroArray(SIZE, c); @@ -151,5 +212,5 @@ int main(int argc, char* argv[]) { - system("pause"); + //system("pause"); } diff --git a/stream_compaction/common.h b/stream_compaction/common.h index 5dc68aa..41e6690 100644 --- a/stream_compaction/common.h +++ b/stream_compaction/common.h @@ -9,7 +9,7 @@ /*! Block size used for CUDA kernel launch. */ -#define blockSize 128 +#define blockSize 256 diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index e1075bd..1655e02 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -1,4 +1,7 @@ #include +#include +#include +#include #include "cpu.h" namespace StreamCompaction { @@ -11,11 +14,25 @@ void scan(int n, int *odata, const int *idata) { // TODO + //cuda event init + cudaEvent_t start, stop; + cudaEventCreate(&start); + cudaEventCreate(&stop); + float milliseconds = 0; + + cudaEventRecord(start); + odata[0] = 0; for (int i = 1; i #include +#include #include "common.h" #include "efficient.h" @@ -15,7 +16,9 @@ namespace StreamCompaction { { int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index > 0 && index < n && ((index + 1) % (m_power * 2) == 0)) + index = index *m_power * 2 -1; + + if (index > 0 && index < n ) //&& ((index + 1) % (m_power * 2) == 0) { x[index] = x[index] + x[index - m_power]; } @@ -26,7 +29,9 @@ namespace StreamCompaction { { int index = threadIdx.x + (blockIdx.x * blockDim.x); - if (index>0 && index < n && ((index + 1) % (m_power * 2) == 0)) + index = index* m_power * 2 -1; + + if (index>0 && index < n ) //&& ((index + 1) % (m_power * 2) == 0) { int tmp = x[index]; x[index] = x[index] + x[index - m_power]; //sum @@ -61,11 +66,34 @@ namespace StreamCompaction { cudaMemcpy(dev_array, idata, n*sizeof(int), cudaMemcpyHostToDevice); checkCUDAErrorFn("cudaMemcpy dev_array failed!"); + + int* pow_2_d =new int[m_power]; + int* pow_2_log2n_minus_d = new int[m_power]; + for (int d = 0; d < m_power; d++) + { + pow_2_d[d] = pow(2, d); + + int nn = m_power - 1 - d; + + pow_2_log2n_minus_d[d] = pow(2, nn); + + } + + + + //cuda event init + cudaEvent_t start, stop; + cudaEventCreate(&start); + cudaEventCreate(&stop); + float milliseconds = 0; + + cudaEventRecord(start); + //up sweep for (int d = 0; d < m_power; d++) { - int pow_2_d = pow(2, d); - kern_up_sweep << > >(new_n, pow_2_d, dev_array); + //int pow_2_d = pow(2, d); + kern_up_sweep << > >(new_n, pow_2_d[d], dev_array); } //down sweep @@ -75,12 +103,19 @@ namespace StreamCompaction { for (int d = 0; d < m_power; d++) { - int nn = m_power - 1 - d; - int pow_2_log2n_minus_d = pow(2, nn); + /*int nn = m_power - 1 - d; + int pow_2_log2n_minus_d = pow(2, nn);*/ - kern_down_sweep << > >(new_n, pow_2_log2n_minus_d, dev_array); + kern_down_sweep << > >(new_n, pow_2_log2n_minus_d[d], dev_array); } + + cudaEventRecord(stop); + cudaEventSynchronize(stop); + milliseconds = 0; + cudaEventElapsedTime(&milliseconds, start, stop); + std::cout << "efficient method: " << milliseconds << "ms" << std::endl; + //copy data cudaMemcpy(odata, dev_array, n*sizeof(int), cudaMemcpyDeviceToHost); @@ -156,7 +191,7 @@ namespace StreamCompaction { //copy back to host cudaMemcpy(odata, dev_odata, n*sizeof(int), cudaMemcpyDeviceToHost); - return host_indices[n - 1]; //num of non-zero + return host_indices[n - 1]+host_bools[n-1]; //num of non-zero diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index e244a3d..10808c1 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -1,5 +1,6 @@ #include #include +#include #include "common.h" #include "naive.h" @@ -57,6 +58,13 @@ void scan(int n, int *odata, const int *idata) { cudaMemcpy(dev_array1, tmp_data, n*sizeof(int), cudaMemcpyHostToDevice); checkCUDAErrorFn("cudaMemcpy dev_array1 failed!"); + //cuda event init + cudaEvent_t start, stop; + cudaEventCreate(&start); + cudaEventCreate(&stop); + float milliseconds = 0; + + cudaEventRecord(start); //invoke the kernel function m_power times for (int d = 1; d<=m_power; d++) { @@ -66,6 +74,12 @@ void scan(int n, int *odata, const int *idata) { cudaMemcpy(dev_array1,dev_array2,new_n*sizeof(int),cudaMemcpyDeviceToDevice); } + cudaEventRecord(stop); + cudaEventSynchronize(stop); + milliseconds = 0; + cudaEventElapsedTime(&milliseconds, start, stop); + std::cout << "naive method: " << milliseconds << "ms"< #include #include +#include #include "radixsort.h" #include "common.h" #include "thrust.h" @@ -105,6 +106,14 @@ namespace StreamCompaction { int* host_e_array = new int[n]; + //cuda event init + cudaEvent_t start, stop; + cudaEventCreate(&start); + cudaEventCreate(&stop); + float milliseconds = 0; + + cudaEventRecord(start); + for (int k = 0; k<32; k++) { //get b array @@ -116,7 +125,7 @@ namespace StreamCompaction { //get f data cudaMemcpy(host_e_array, dev_e_array, n*sizeof(int), cudaMemcpyDeviceToHost); - StreamCompaction::Thrust::scan(n, host_f_array, host_e_array); //may have problem of passing the argument!!! + StreamCompaction::Thrust::scan(n, host_f_array, host_e_array); cudaMemcpy(dev_f_array, host_f_array, n*sizeof(int), cudaMemcpyHostToDevice); //get t array @@ -136,6 +145,12 @@ namespace StreamCompaction { } + cudaEventRecord(stop); + cudaEventSynchronize(stop); + milliseconds = 0; + cudaEventElapsedTime(&milliseconds, start, stop); + std::cout << "radix sort method: " << milliseconds << "ms" << std::endl; + cudaMemcpy(odata, dev_odata, n*sizeof(int), cudaMemcpyDeviceToHost); } diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 659f1ac..d625e04 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -18,8 +18,21 @@ void scan(int n, int *odata, const int *idata) { // example: for device_vectors dv_in and dv_out: // thrust::exclusive_scan(dv_in.begin(), dv_in.end(), dv_out.begin()); + //cuda event init + cudaEvent_t start, stop; + cudaEventCreate(&start); + cudaEventCreate(&stop); + float milliseconds = 0; + + cudaEventRecord(start); + thrust::exclusive_scan(idata, idata + n, odata); // in-place scan + cudaEventRecord(stop); + cudaEventSynchronize(stop); + milliseconds = 0; + cudaEventElapsedTime(&milliseconds, start, stop); + std::cout << "thrust method: " << milliseconds << "ms" << std::endl; } From 0adcb1d6b701c77fb7d77c8dd75d09ebeba13b13 Mon Sep 17 00:00:00 2001 From: ziyezhou 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zp-mWvpwCZc)^NIR1lT2TSIi`P6EJ5IiD$f*1thUuY_etBbyeHdRhJz`n;gfO4os4$ zz4$=tsG8$PwQPCCtNvmcVo-1LN4v3JN~+Nd^ZY1EE^l3^$#>)5eU{2~Xa~z`l@-gu zUXnWvTQSddb8s~n`tBIs*4`WH6IJ}RI=%3t$%bywp}X{PN!n1d7|tBSD~Suzb~?l~ z(-Pue43}>DO^%vFV@06Y60uzwXvVUakM!7-{CV5@3bW$RUd10?4R@7VLM*9J+ZA_< z8Y>q+I4I;5G$bW3B*iqO+KDS9aH5}z(ZF@g6C7Q{3awpI!|&kU03Dd-NKA;y}c9}mTpH)OhNR6@+e(uf!1t}{(8SE7O3J Date: Sun, 13 Sep 2015 19:47:39 -0400 Subject: [PATCH 08/14] uncomment --- src/main.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index c5808f4..6aa97bc 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -72,7 +72,7 @@ int main(int argc, char* argv[]) { // === Sort Test === - /*printf("\n"); + printf("\n"); printf("*****************************\n"); printf("** Radix Sort TESTS **\n"); printf("*****************************\n"); @@ -100,7 +100,7 @@ int main(int argc, char* argv[]) { printArray(60, m_out, true); - printArray(60, &m_array_vec[0], true);*/ + printArray(60, 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zbgEQm1UqX$G$-)CPx@%TEac73>RLL#8)7cAf4%{m;p3rK9-C=!Rpl z+JlUmm^0j@*GXX6>VwfC>xi?yXEmG8-`1O>1<@0lCUyoNXeDc@sm&yTJu-aK25U7f z7!E<}Cp!dd5NSY?ci7=@^)$uw0(qZ(9V=PcCE1@HDIt{VRP6K_oZj3 zGlv)ynBM`7X?Av`F#kk7asDglP{AS}A9>ceF}jvbk)4m5OjO8#Y>ca`iYc#qk;d%6 z#wPU|F5HDz$cde?bs9vKx3vkh{jw!j+1l0x_tqi8)o2TShxv*?%_%%6Dwe)3%Z7RcKae4DILYI{!me^`vh+??Si=Y;m1hc2NRb-HZ*|SM`TmgPO5#mJN|+wOrL5boA;4ei#nGNk%J7xM8rkwB znM-$5F`dNkdyV;(musE1OOhIU#EZsjXp0vWcUGOH&R{OqeMZvrjWegcO6cPW-lu$N z_|mtv3CBRM`eJRk<%R4!?Gh-S;V$!R|8%Hc^8wetzF}M&S|{MR^0oOMxYsh;a=Gq`vfAvS0qq^Qpwo|8e1j z{N*seSFr(}Q&)WNQ9r!yc2!#~!EilQx3h#OujMX4-F=VZUQ%xhSI=dV7y_VAzz!W} z9Z|I%nyXu*6d%n2*lQ!-!;nmeLo?(=efk!DQ%=fTXMjqecD%j&&-_2V`{Dlr-Xsl> literal 0 HcmV?d00001 From d60a01664cb1ed0e2a0da5cfa9f1aa3d61abcb7a Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Sun, 13 Sep 2015 19:53:43 -0400 Subject: [PATCH 10/14] edit1 --- README.md | 195 ++++-------------------------------------------------- 1 file changed, 14 insertions(+), 181 deletions(-) diff --git a/README.md b/README.md index a82ea0f..668e1d1 100644 --- a/README.md +++ b/README.md @@ -3,160 +3,8 @@ 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) - -### (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.) - -Instructions (delete me) -======================== - -This is due Sunday, September 13 at midnight. - -**Summary:** In this project, you'll implement GPU stream compaction in CUDA, -from scratch. This algorithm is widely used, and will be important for -accelerating your path tracer project. - -Your stream compaction implementations in this project will simply remove `0`s -from an array of `int`s. In the path tracer, you will remove terminated paths -from an array of rays. - -In addition to being useful for your path tracer, this project is meant to -reorient your algorithmic thinking to the way of the GPU. On GPUs, many -algorithms can benefit from massive parallelism and, in particular, data -parallelism: executing the same code many times simultaneously with different -data. - -You'll implement a few different versions of the *Scan* (*Prefix Sum*) -algorithm. First, you'll implement a CPU version of the algorithm to reinforce -your understanding. Then, you'll write a few GPU implementations: "naive" and -"work-efficient." Finally, you'll use some of these to implement GPU stream -compaction. - -**Algorithm overview & details:** There are two primary references for details -on the implementation of scan and stream compaction. - -* The [slides on Parallel Algorithms](https://github.com/CIS565-Fall-2015/cis565-fall-2015.github.io/raw/master/lectures/2-Parallel-Algorithms.pptx) - for Scan, Stream Compaction, and Work-Efficient Parallel Scan. -* GPU Gems 3, Chapter 39 - [Parallel Prefix Sum (Scan) with CUDA](http://http.developer.nvidia.com/GPUGems3/gpugems3_ch39.html). - -Your GPU stream compaction implementation will live inside of the -`stream_compaction` subproject. This way, you will be able to easily copy it -over for use in your GPU path tracer. - - -## Part 0: The Usual - -This project (and all other CUDA projects in this course) requires an NVIDIA -graphics card with CUDA capability. Any card with Compute Capability 2.0 -(`sm_20`) or greater will work. Check your GPU on this -[compatibility table](https://developer.nvidia.com/cuda-gpus). -If you do not have a personal machine with these specs, you may use those -computers in the Moore 100B/C which have supported GPUs. - -**HOWEVER**: If you need to use the lab computer for your development, you will -not presently be able to do GPU performance profiling. This will be very -important for debugging performance bottlenecks in your program. - -### Useful existing code - -* `stream_compaction/common.h` - * `checkCUDAError` macro: checks for CUDA errors and exits if there were any. - * `ilog2ceil(x)`: computes the ceiling of log2(x), as an integer. -* `main.cpp` - * Some testing code for your implementations. - - -## Part 1: CPU Scan & Stream Compaction - -This stream compaction method will remove `0`s from an array of `int`s. - -In `stream_compaction/cpu.cu`, implement: - -* `StreamCompaction::CPU::scan`: compute an exclusive prefix sum. -* `StreamCompaction::CPU::compactWithoutScan`: stream compaction without using - the `scan` function. -* `StreamCompaction::CPU::compactWithScan`: stream compaction using the `scan` - function. 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). - -These implementations should only be a few lines long. - - -## Part 2: Naive GPU Scan Algorithm - -In `stream_compaction/naive.cu`, implement `StreamCompaction::Naive::scan` - -This uses the "Naive" algorithm from GPU Gems 3, Section 39.2.1. We haven't yet -taught shared memory, and you **shouldn't use it yet**. Example 39-1 uses -shared memory, but is limited to operating on very small arrays! Instead, write -this using global memory only. As a result of this, you will have to do -`ilog2ceil(n)` separate kernel invocations. - -Beware of errors in Example 39-1 in the book; 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.) - -Since the parallel scan algorithm 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 -- your intermediate array sizes will need to be rounded to the next power of -two. - - -## Part 3: Work-Efficient GPU Scan & Stream Compaction - -### 3.1. Scan - -In `stream_compaction/efficient.cu`, implement -`StreamCompaction::Efficient::scan` - -All of the text in Part 2 applies. - -* This uses the "Work-Efficient" algorithm from GPU Gems 3, Section 39.2.2. -* Beware of errors in Example 39-2. -* Test non-power-of-two sized arrays. - -### 3.2. Stream Compaction - -This stream compaction method will remove `0`s from an array of `int`s. - -In `stream_compaction/efficient.cu`, implement -`StreamCompaction::Efficient::compact` - -For compaction, you will also need to implement the scatter algorithm presented -in the slides and the GPU Gems chapter. - -In `stream_compaction/common.cu`, implement these for use in `compact`: - -* `StreamCompaction::Common::kernMapToBoolean` -* `StreamCompaction::Common::kernScatter` - - -## Part 4: Using Thrust's Implementation - -In `stream_compaction/thrust.cu`, implement: - -* `StreamCompaction::Thrust::scan` - -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. - - -## Part 5: Radix Sort (Extra Credit) (+10) - -Add an additional module to the `stream_compaction` subproject. Implement radix -sort using one of your scan implementations. Add tests to check its correctness. - +* Ziye Zhou +* Tested on: Windows 8.1, i7-4910 @ 2.90GHz 32GB, GTX 880M 8192MB (Alienware) ## Write-up @@ -169,45 +17,30 @@ value (with performance comparison, if applicable!) and showing an example how it works. For radix sort, show how it is called and an example of its output. Always profile with Release mode builds and run without debugging. +### Description +1. Implemented CPU Scan & Stream Compaction +2. Implemented Naive GPU Scan & Stream Compaction +3. Implemented Work-Efficient GPU Scan & Stream Compaction +4. Tested Thrust's Implementation +5. Implemented Radix Sort (Extra Credit) +6. Compared the performance of CPU & GPU on Scan Algorithm ### Questions -* Roughly optimize the block sizes of each of your implementations for minimal - run time on your GPU. - * (You shouldn't compare unoptimized implementations to each other!) - * Compare all of these GPU Scan implementations (Naive, Work-Efficient, and Thrust) to the serial CPU version of Scan. Plot a graph of the comparison (with array size on the independent axis). - * You should use CUDA events for timing. Be sure **not** to include any - explicit memory operations in your performance measurements, for - comparability. - * To guess at what might be happening inside the Thrust implementation, take - a look at the Nsight timeline for its execution. + ![alt tag](https://github.com/ziyezhou-Jerry/Project2-Stream-Compaction/blob/master/proj2_compare.png?raw=true) +![alt tag](https://github.com/ziyezhou-Jerry/Project2-Stream-Compaction/blob/master/proj2_thrust_running.png?raw=true) * Write a brief explanation of the phenomena you see here. * Can you find the performance bottlenecks? Is it memory I/O? Computation? Is it different for each implementation? +![alt tag](https://github.com/ziyezhou-Jerry/Project2-Stream-Compaction/blob/master/proj2_bottleneck_analysis.png?raw=true) * Paste the output of the test program into a triple-backtick block in your README. - * If you add your own tests (e.g. for radix sort or to test additional corner - cases), be sure to mention it explicitly. - -These questions should help guide you in performance analysis on future -assignments, as well. - -## Submit -If you have modified any of the `CMakeLists.txt` files at all (aside from the -list of `SOURCE_FILES`), you must test that your project can build in Moore -100B/C. Beware of any build issues discussed on the Google Group. + Apart from the given test cases, I have also added my own test case for the radix sort. I used the STL sort method to get the CPU version of sort result and compare it with the GPU radix sort. + <<>> -1. Open a GitHub pull request so that we can see that you have finished. - The title should be "Submission: YOUR NAME". -2. Send an email to the TA (gmail: kainino1+cis565@) with: - * **Subject**: in the form of `[CIS565] Project 2: PENNKEY` - * Direct link to your pull request on GitHub - * In the form of a grade (0-100+) with comments, evaluate your own - performance on the project. - * Feedback on the project itself, if any. From f092303d4a312205076531915508f88e8e652e61 Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Sun, 13 Sep 2015 19:54:56 -0400 Subject: [PATCH 11/14] edit2 --- README.md | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/README.md b/README.md index 668e1d1..6c848cf 100644 --- a/README.md +++ b/README.md @@ -6,17 +6,6 @@ CUDA Stream Compaction * Ziye Zhou * Tested on: Windows 8.1, i7-4910 @ 2.90GHz 32GB, GTX 880M 8192MB (Alienware) -## Write-up - -1. Update all of the TODOs at the top of this README. -2. Add a description of this project including a list of its features. -3. Add your performance analysis (see below). - -All extra credit features must be documented in your README, explaining its -value (with performance comparison, if applicable!) and showing an example how -it works. For radix sort, show how it is called and an example of its output. - -Always profile with Release mode builds and run without debugging. ### Description 1. Implemented CPU Scan & Stream Compaction 2. 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Is it memory I/O? Computation? Is it different for each implementation? +From the performance analysis given below, I think the bootleneck is the memory I/O part. As we can see from the timeline, the computation time only takes a little portion of the whole time, but the memory I/O takes a lot. This is nearly the same for all implementations. + ![alt tag](https://github.com/ziyezhou-Jerry/Project2-Stream-Compaction/blob/master/proj2_bottleneck_analysis.png?raw=true) * Paste the output of the test program into a triple-backtick block in your @@ -33,3 +35,23 @@ CUDA Stream Compaction Apart from the given test cases, I have also added my own test case for the radix sort. I used the STL sort method to get the CPU version of sort result and compare it with the GPU radix sort. <<>> +### Extra Credit +I have also Implemented the Radix Sort. Within the method, I am using the thrust::scan method to do the prefix-sum. The comparison with the CPU STL sort can be seen below: +![alt tag](https://github.com/ziyezhou-Jerry/Project2-Stream-Compaction/blob/master/proj2_extra_output.png?raw=true) + +The input I used is manually generate by this for loop: +``` C++ + int m_array[M_SIZE]; + int m_out[M_SIZE]; + for (int i = 0; i < M_SIZE / 2; i++) + { + m_array[i] = M_SIZE / 2 - i; + } + for (int i = M_SIZE / 2; i < M_SIZE; i++) + { + m_array[i] = i - M_SIZE / 2; + } +``` +The output is the sorted array, we can see it from the screenshot above. + + From 17e48f7f88f0071f2a0078fef275aa7b0283741c Mon Sep 17 00:00:00 2001 From: Ziye Zhou Date: Tue, 29 Sep 2015 20:48:35 -0400 Subject: [PATCH 14/14] add share mem work efficient scan & compact --- src/main.cpp | 26 ++++++ stream_compaction/efficient.cu | 166 +++++++++++++++++++++++++++++++++ stream_compaction/efficient.h | 4 + 3 files changed, 196 insertions(+) diff --git a/src/main.cpp b/src/main.cpp index 6aa97bc..43d1ec1 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -151,6 +151,20 @@ int main(int argc, char* argv[]) { printCmpResult(SIZE, b, c); + zeroArray(SIZE, c); + printDesc("work-efficient share_mem scan, power-of-two"); + StreamCompaction::Efficient::scan_share_mem(SIZE, c, a); + /*printArray(SIZE, a, true); + printArray(SIZE, c, true); + printArray(SIZE, b, true);*/ + printCmpResult(SIZE, b, c); + + + zeroArray(SIZE, c); + printDesc("work-efficient share_mem scan, non-power-of-two"); + StreamCompaction::Efficient::scan_share_mem(NPOT, c, a); + printCmpResult(NPOT, b, c); + zeroArray(SIZE, c); printDesc("thrust scan, power-of-two"); @@ -210,6 +224,18 @@ int main(int argc, char* argv[]) { //printArray(count, c, true); printCmpLenResult(count, expectedNPOT, b, c); + zeroArray(SIZE, c); + printDesc("work-efficient share mem compact, power-of-two"); + count = StreamCompaction::Efficient::compact_share_mem(SIZE, c, a); + //printArray(count, c, true); + printCmpLenResult(count, expectedCount, b, c); + + zeroArray(SIZE, c); + printDesc("work-efficient share mem compact, non-power-of-two"); + count = StreamCompaction::Efficient::compact_share_mem(NPOT, c, a); + //printArray(count, c, true); + printCmpLenResult(count, expectedNPOT, b, c); + //system("pause"); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 10477b9..4f9b25a 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -5,6 +5,11 @@ #include "efficient.h" +// used for avoid bank conflict +#define NUM_BANKS 16 +#define LOG_NUM_BANKS 4 +#define CONFLICT_FREE_OFFSET(n) ((n) >> NUM_BANKS + (n) >> (2 * LOG_NUM_BANKS)) + int* dev_array; @@ -198,6 +203,167 @@ namespace StreamCompaction { } + __global__ void kern_prescan(int *g_idata, int n) + { + extern __shared__ int temp[]; // allocated on invocation + int thid = threadIdx.x; + int offset = 1; + + if (thid < n) + { + temp[thid] = g_idata[thid]; // load input into shared memory + + + for (int d = n >> 1; d > 0; d >>= 1) // build sum in place up the tree + { + __syncthreads(); + if (thid < d) + { + int ai = offset*(2 * thid + 1) - 1; + int bi = offset*(2 * thid + 2) - 1; + + temp[bi] += temp[ai]; + + } + offset *= 2; + } + + if (thid == 0) + { + temp[n - 1] = 0; + } // clear the last element + + + for (int d = 1; d < n; d *= 2) // traverse down tree & build scan + { + offset >>= 1; + __syncthreads(); + if (thid < d) + { + int ai = offset*(2 * thid + 1) - 1; + int bi = offset*(2 * thid + 2) - 1; + + + int t = temp[ai]; + temp[ai] = temp[bi]; + temp[bi] += t; + } + } + + __syncthreads(); //make sure all threads are done with writing result + + g_idata[thid] = temp[thid]; // write results to device memory + + } + } + + + + + void scan_share_mem(int n, int *odata, const int *idata) + { + + int m_power = ilog2ceil(n); + int new_n = pow(2, m_power); + + dim3 threadsPerBlock(512); + //dim3 fullBlocksPerGrid((new_n + blockSize - 1) / blockSize); + + //init the array + cudaMalloc((void**)&dev_array, new_n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_array1 failed!"); + + cudaMemset(dev_array, 0, new_n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_array failed!"); + + cudaMemcpy(dev_array, idata, n*sizeof(int), cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_array failed!"); + + + //cuda event init + cudaEvent_t start, stop; + cudaEventCreate(&start); + cudaEventCreate(&stop); + float milliseconds = 0; + + cudaEventRecord(start); + + //invoke prescan + kern_prescan << <1,threadsPerBlock, new_n * sizeof(int)>> >(dev_array , new_n); + + + cudaEventRecord(stop); + cudaEventSynchronize(stop); + milliseconds = 0; + cudaEventElapsedTime(&milliseconds, start, stop); + std::cout << "efficient method: " << milliseconds << "ms" << std::endl; + + //copy data + cudaMemcpy(odata, dev_array, n*sizeof(int), cudaMemcpyDeviceToHost); + + } + + + int compact_share_mem(int n, int *odata, const int *idata) + { + dim3 threadsPerBlock(blockSize); + dim3 fullBlocksPerGrid((n + blockSize - 1) / blockSize); + + //copy data to device + int* dev_idata; + cudaMalloc((void**)&dev_idata, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_idata failed!"); + + cudaMemset(dev_idata, 0, n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_idata failed!"); + + cudaMemcpy(dev_idata, idata, n*sizeof(int), cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_idata failed!"); + + + // map the idata to bools + int* dev_bools; + cudaMalloc((void**)&dev_bools, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_bools failed!"); + + cudaMemset(dev_bools, 0, n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_bools failed!"); + + StreamCompaction::Common::kernMapToBoolean << > >(n, dev_bools, dev_idata); + + //scan the bools to get the indices + + + int* host_bools = new int[n]; + cudaMemcpy(host_bools, dev_bools, n*sizeof(int), cudaMemcpyDeviceToHost); + int* host_indices = new int[n]; + + scan_share_mem(n, host_indices, host_bools); //input is host data + + int* dev_indices; + cudaMalloc((void**)&dev_indices, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_indices failed!"); + + cudaMemcpy(dev_indices, host_indices, n*sizeof(int), cudaMemcpyHostToDevice); + checkCUDAErrorFn("cudaMemcpy dev_indices failed!"); + + //run scatter + int* dev_odata; + cudaMalloc((void**)&dev_odata, n * sizeof(int)); + checkCUDAErrorFn("cudaMalloc dev_bools failed!"); + + cudaMemset(dev_odata, 0, n*sizeof(int)); + checkCUDAErrorFn("cudaMemset dev_bools failed!"); + + StreamCompaction::Common::kernScatter << < fullBlocksPerGrid, threadsPerBlock >> > (n, dev_odata, dev_idata, dev_bools, dev_indices); + + //copy back to host + cudaMemcpy(odata, dev_odata, n*sizeof(int), cudaMemcpyDeviceToHost); + + return host_indices[n - 1] + host_bools[n - 1]; //num of non-zero + } + + } } diff --git a/stream_compaction/efficient.h b/stream_compaction/efficient.h index 395ba10..fdab23e 100644 --- a/stream_compaction/efficient.h +++ b/stream_compaction/efficient.h @@ -5,5 +5,9 @@ namespace Efficient { void scan(int n, int *odata, const int *idata); int compact(int n, int *odata, const int *idata); + + void scan_share_mem(int n, int *odata, const int *idata); + + int compact_share_mem(int n, int *odata, const int *idata); } }