From 1f614ede3b78790d116dd622a47fb97e641784f2 Mon Sep 17 00:00:00 2001 From: Dongying Liu Date: Wed, 14 Sep 2022 22:44:29 -0400 Subject: [PATCH 01/14] Part2 finished --- stream_compaction/cpu.cu | 36 +++++++++++++++++++++++++++++++-- stream_compaction/naive.cu | 41 ++++++++++++++++++++++++++++++++++++-- 2 files changed, 73 insertions(+), 4 deletions(-) diff --git a/stream_compaction/cpu.cu b/stream_compaction/cpu.cu index 719fa11..873a7da 100644 --- a/stream_compaction/cpu.cu +++ b/stream_compaction/cpu.cu @@ -20,6 +20,10 @@ namespace StreamCompaction { void scan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + odata[0] = 0; + for (int k = 1; k < n; ++k) { + odata[k] = odata[k - 1] + idata[k - 1]; + } timer().endCpuTimer(); } @@ -31,8 +35,16 @@ namespace StreamCompaction { int compactWithoutScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + int resultSize = 0; + for (int i = 0; i < n; ++i) { + int num = idata[i]; + if (num) { + odata[resultSize] = num; + resultSize++; + } + } timer().endCpuTimer(); - return -1; + return resultSize; } /** @@ -43,8 +55,28 @@ namespace StreamCompaction { int compactWithScan(int n, int *odata, const int *idata) { timer().startCpuTimer(); // TODO + // create bool array + for (int i = 0; i < n; ++i) { + odata[i] = idata[i] ? 1 : 0; + } + + // scan + int* scan = new int[n]; + scan[0] = 0; + for (int i = 1; i < n; ++i) { + scan[i] = scan[i - 1] + odata[i - 1]; + } + + // scatter + int resultSize = 0; + for (int i = 0; i < n; ++i) { + if (odata[i]) { + odata[scan[i]] = idata[i]; + resultSize++; + } + } timer().endCpuTimer(); - return -1; + return resultSize; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index 4308876..d813965 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -1,8 +1,11 @@ -#include + #include #include #include "common.h" #include "naive.h" +#define blockSize 256 +dim3 threadPerBlock(blockSize); + namespace StreamCompaction { namespace Naive { using StreamCompaction::Common::PerformanceTimer; @@ -12,14 +15,48 @@ namespace StreamCompaction { return timer; } // TODO: __global__ + __global__ void kernNaiveScan(int n, int* idata, int* odata, int offset) { + int index = blockIdx.x * blockDim.x + threadIdx.x; + if (index > n) { + return; + } + if (index >= offset) { + odata[index] = idata[index - offset] + idata[index]; + } + else { + odata[index] = idata[index]; + } + } /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { - timer().startGpuTimer(); + // TODO + dim3 blockPerGrid((n + blockSize - 1) / blockSize); + + int* dev_buf1; + int* dev_buf2; + // create memory + cudaMalloc((void**)&dev_buf1, n * sizeof(int)); + cudaMalloc((void**)&dev_buf2, n * sizeof(int)); + // copy data + cudaMemcpy(dev_buf1, idata, n * sizeof(int), cudaMemcpyHostToDevice); + + timer().startGpuTimer(); + for (int i = 1; i <= ilog2ceil(n); ++i) { + int offset = pow(2, i - 1); + kernNaiveScan << > > (n, dev_buf1, dev_buf2, offset); + cudaMemcpy(dev_buf1, dev_buf2, n * sizeof(int), cudaMemcpyDeviceToDevice); + } timer().endGpuTimer(); + odata[0] = 0; + cudaMemcpy(odata + 1, dev_buf1, n * sizeof(int), cudaMemcpyDeviceToHost); + + // free memory + cudaFree(dev_buf1); + cudaFree(dev_buf2); } } } From f723791361a7de85d4e38911d87951935b54ab39 Mon Sep 17 00:00:00 2001 From: Dongying Liu Date: Sat, 17 Sep 2022 13:08:53 -0400 Subject: [PATCH 02/14] Part4 Finished --- src/main.cpp | 1 + stream_compaction/common.cu | 22 ++++++- stream_compaction/efficient.cu | 101 ++++++++++++++++++++++++++++++++- stream_compaction/naive.cu | 6 +- stream_compaction/thrust.cu | 6 +- 5 files changed, 128 insertions(+), 8 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 896ac2b..4471601 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -13,6 +13,7 @@ #include #include "testing_helpers.hpp" + const int SIZE = 1 << 8; // feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two int *a = new int[SIZE]; diff --git a/stream_compaction/common.cu b/stream_compaction/common.cu index 2ed6d63..906178b 100644 --- a/stream_compaction/common.cu +++ b/stream_compaction/common.cu @@ -24,15 +24,33 @@ namespace StreamCompaction { */ __global__ void kernMapToBoolean(int n, int *bools, const int *idata) { // TODO + int index = blockIdx.x * blockDim.x + threadIdx.x; + if (index >= n) { + return; + } + if (idata[index]) { + bools[index] = 1; + } + else { + bools[index] = 0; + } } /** * Performs scatter on an array. That is, for each element in idata, * if bools[idx] == 1, it copies idata[idx] to odata[indices[idx]]. */ - __global__ void kernScatter(int n, int *odata, - const int *idata, const int *bools, const int *indices) { + __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) { + return; + } + if (bools[index] == 1) { + odata[indices[index]] = idata[index]; + } } } diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index 2db346e..c3502d6 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -3,6 +3,8 @@ #include "common.h" #include "efficient.h" +#define blockSize 256 + namespace StreamCompaction { namespace Efficient { using StreamCompaction::Common::PerformanceTimer; @@ -12,13 +14,63 @@ namespace StreamCompaction { return timer; } + __global__ void kernUpSweep(int n, int* data, int depth) { + int index = blockIdx.x * blockDim.x + threadIdx.x; + if (index >= n) { + return; + } + int offset = pow(2, depth + 1); + if (index % offset == 0) { + data[index + offset - 1] += data[index + (int)pow(2, depth) - 1]; + } + } + + __global__ void kernDownSweep(int n, int* data, int depth) { + int index = blockIdx.x * blockDim.x + threadIdx.x; + if (index >= n) { + return; + } + int offset1 = pow(2, depth); + int offset2 = pow(2, depth + 1); + if (index % offset2 == 0) { + int t = data[index + offset1 - 1]; + data[index + offset1 - 1] = data[index + offset2 - 1]; + data[index + offset2 - 1] += t; + } + } + /** * 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) { + int power = ilog2ceil(n); + int arraySize = pow(2, power); + dim3 blockPerGrid((arraySize + blockSize - 1) / blockSize); + dim3 threadPerBlock(blockSize); + + int* dev_data; + + // create memory + cudaMalloc((void**)&dev_data, arraySize * sizeof(int)); + // set data and then copy the original data + cudaMemset(dev_data, 0, arraySize * sizeof(int)); + cudaMemcpy(dev_data, idata, n * sizeof(int), cudaMemcpyHostToDevice); + timer().startGpuTimer(); // TODO + for (int i = 0; i < power; ++i) { + kernUpSweep << > > (arraySize, dev_data, i); + } + // set the root to 0 + cudaMemset(dev_data + arraySize - 1, 0, sizeof(int)); + for (int i = power - 1; i >= 0; --i) { + kernDownSweep << > > (arraySize, dev_data, i); + } timer().endGpuTimer(); + cudaMemcpy(odata, dev_data, n * sizeof(int), cudaMemcpyDeviceToHost); + + // free memory + cudaFree(dev_data); } /** @@ -31,10 +83,55 @@ namespace StreamCompaction { * @returns The number of elements remaining after compaction. */ int compact(int n, int *odata, const int *idata) { + int power = ilog2ceil(n); + int arraySize = pow(2, power); + dim3 blockPerGrid((arraySize + blockSize - 1) / blockSize); + dim3 threadPerBlock(blockSize); + + int* dev_idata; + int* dev_odata; + int* dev_boolBuffer; + int* dev_scanResultBuffer; + + // malloc + cudaMalloc((void**)&dev_idata, arraySize * sizeof(int)); + cudaMalloc((void**)&dev_odata, arraySize * sizeof(int)); + cudaMalloc((void**)&dev_boolBuffer, arraySize * sizeof(int)); + cudaMalloc((void**)&dev_scanResultBuffer, arraySize * sizeof(int)); + + // set data and copy data + // important for non power of two data! + // if not set to 0, when map to boolean, the extra data which is not 0 will cause damage + cudaMemset(dev_idata , 0, arraySize * sizeof(int)); + cudaMemcpy(dev_idata, idata, n * sizeof(int), cudaMemcpyHostToDevice); + timer().startGpuTimer(); // TODO + StreamCompaction::Common::kernMapToBoolean << > > (arraySize, + dev_boolBuffer, + dev_idata); + cudaMemcpy(dev_scanResultBuffer, dev_boolBuffer, arraySize * sizeof(int), cudaMemcpyDeviceToDevice); + + for (int i = 0; i < power; ++i) { + kernUpSweep << > > (arraySize, dev_scanResultBuffer, i); + } + // set the root to 0 + cudaMemset(dev_scanResultBuffer + arraySize - 1, 0, sizeof(int)); + for (int i = power - 1; i >= 0; --i) { + kernDownSweep << > > (arraySize, dev_scanResultBuffer, i); + } + + StreamCompaction::Common::kernScatter << > > (arraySize, + dev_odata, dev_idata, + dev_boolBuffer, dev_scanResultBuffer); timer().endGpuTimer(); - return -1; + + int* host_scanResultBuffer = new int[arraySize]; + cudaMemcpy(host_scanResultBuffer, dev_scanResultBuffer, arraySize * sizeof(int), cudaMemcpyDeviceToHost); + + int resultCount = host_scanResultBuffer[arraySize - 1]; + cudaMemcpy(odata, dev_odata, resultCount * sizeof(int), cudaMemcpyDeviceToHost); + return resultCount; } } } diff --git a/stream_compaction/naive.cu b/stream_compaction/naive.cu index d813965..4132e74 100644 --- a/stream_compaction/naive.cu +++ b/stream_compaction/naive.cu @@ -4,7 +4,6 @@ #include "naive.h" #define blockSize 256 -dim3 threadPerBlock(blockSize); namespace StreamCompaction { namespace Naive { @@ -17,7 +16,7 @@ namespace StreamCompaction { // TODO: __global__ __global__ void kernNaiveScan(int n, int* idata, int* odata, int offset) { int index = blockIdx.x * blockDim.x + threadIdx.x; - if (index > n) { + if (index >= n) { return; } if (index >= offset) { @@ -35,6 +34,7 @@ namespace StreamCompaction { // TODO dim3 blockPerGrid((n + blockSize - 1) / blockSize); + dim3 threadPerBlock(blockSize); int* dev_buf1; int* dev_buf2; @@ -45,7 +45,7 @@ namespace StreamCompaction { cudaMemcpy(dev_buf1, idata, n * sizeof(int), cudaMemcpyHostToDevice); timer().startGpuTimer(); - for (int i = 1; i <= ilog2ceil(n); ++i) { + for (int i = 1; i <= ilog2ceil(n); ++i) { int offset = pow(2, i - 1); kernNaiveScan << > > (n, dev_buf1, dev_buf2, offset); cudaMemcpy(dev_buf1, dev_buf2, n * sizeof(int), cudaMemcpyDeviceToDevice); diff --git a/stream_compaction/thrust.cu b/stream_compaction/thrust.cu index 1def45e..ce98ef1 100644 --- a/stream_compaction/thrust.cu +++ b/stream_compaction/thrust.cu @@ -14,7 +14,7 @@ namespace StreamCompaction { static PerformanceTimer timer; return timer; } - /** + /** * Performs prefix-sum (aka scan) on idata, storing the result into odata. */ void scan(int n, int *odata, const int *idata) { @@ -22,7 +22,11 @@ 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_vector dev_in(idata, idata + n); + thrust::device_vector dev_out(n); + thrust::exclusive_scan(dev_in.begin(), dev_in.end(), dev_out.begin()); timer().endGpuTimer(); + thrust::copy(dev_out.begin(), dev_out.end(), odata); } } } From aac324110a639fe484db2341f0747f33fa8b1fc6 Mon Sep 17 00:00:00 2001 From: dongying Date: Sat, 17 Sep 2022 14:08:13 -0400 Subject: [PATCH 03/14] Added Project Description to README --- README.md | 30 ++++++++++++++++++++++++------ 1 file changed, 24 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 0e38ddb..5f11262 100644 --- a/README.md +++ b/README.md @@ -3,12 +3,30 @@ 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) +* Dongying Liu + * [LinkedIn](https://www.linkedin.com/in/dongying-liu/), [personal website](https://vivienliu1998.wixsite.com/portfolio) +* Tested on: Windows 11, i7-11700 @ 2.50GHz, NVIDIA GeForce RTX 3060 -### (TODO: Your README) +# Project Description +This project is the implementation of GPU stream compaction in CUDA, which will be used in the later path tracer project. +Stream compaction inculdes generally three steps: +1) Boolean Mapping: mapping the input date to a boolean array, where 1 if corresponding element meets criteria, 0 if element does not meet criteria. +2) Exclusive Scamn: run exclusive scan on the boolean array and save the result to a temporary array. +3) Scatter: According to the boolean array, if the element is 1, use the corresponding result from the scan temporary array as index, write the input data to the final result array. + -Include analysis, etc. (Remember, this is public, so don't put -anything here that you don't want to share with the world.) +In order to implement the GPU stream compaction, the following algorithem is implemented ahead in this project: +#### CPU scan (exclusive prefix sum) + For performance comparison and better understanding before moving to GPU. +#### CPU Stream Compaction without scan and CPU Stream Compaction with scan + For performance comparison and better understanding before moving to GPU. +#### Naive GPU Scan (exclusive prefix sum) + As the example shows, because each GPU thread might read and write to the same index of array, two buffer is needed for this naive algorithem. One is for read only and one is for write only, switch the buffer is required after every iteration. + +#### Work-Efficient GPU Scan + This algothrithem is based on the one presented by Blelloch. As the example shows, the algorithem consists of two phases: up-sweep and down-sweep. + The up-sweep is also know as a parallel reduction, because after this phase, the last node in the array holds the sum of all nodes in the array. + In the down-sweep phase, we use partial sum from the up-sweep phase to build the scan of the array. Start by replacing the last node to zero, and for each step, each node at the current level pass its own value to its left child, its right child holds the sum of itself and the former left child. + + From f5053e3ccebad0587b87592469ff15c708d9b3aa Mon Sep 17 00:00:00 2001 From: Dongying Liu Date: Sat, 17 Sep 2022 14:12:35 -0400 Subject: [PATCH 04/14] Added Project Description imgs --- img/efficient_gpu_scan.jpg | Bin 0 -> 45390 bytes img/naive_gpu_scan.jpg | Bin 0 -> 52157 bytes img/stream_compaction.jpg | Bin 0 -> 39794 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 img/efficient_gpu_scan.jpg create mode 100644 img/naive_gpu_scan.jpg create mode 100644 img/stream_compaction.jpg diff --git a/img/efficient_gpu_scan.jpg b/img/efficient_gpu_scan.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7f6cc12c43c71754843fcce05fd9bb175da3285 GIT binary patch literal 45390 zcmc$`2UL^W)-D`GM6e*zq(%j#iKu{7iEaf1M5G2mh>CO(QF@CFkQxC21tCf=LPVO> zNC~J2NEZ-7=$(WTLh8TR_rKqF&fe!6NJ@1^$DuMj)3U?7MdD`~p9_!7q-z92~oMb8vHV?%BJad;k7@-23(&IC%Kb zfrGpU_w73*c!-yeUqC=$KabE6LH;9$`33lQZogh{@t=JX|9-FJAEk`~X5B<7NhUONQR&eVZHV$_kot#}<-5z=S`1<(=1U`En79Q~; zGAbeQRZ?=w>o=*HS=l+cdHDr}pUTQBDyu$M*EBV^;9A?he*50j+t)uZ_-kmGFflnb zJu^Euzd%}B-`FH?QMRc&<6?ub|F2>F*U0`dE?zLMUAuR)@8;YY7uzmBaIo|4<~Vj{ z&*6)voVUIBj-P$9m;aCW_oaQ45l;7 zrl1>Vz#X3zfV=9_lu8P6Y`F5Hh3~`6a=Ugi&+5{svykLa$-3qGNsS z=k;><8Xo%%pHHfwoxhL1@OovJow{ko zEsIIpK#X`^B?-pfE}UmU_6PfT-45{-@2?x`5emNlKK|qIW67h>p0bq`Cb^p4?03qn z8%Ct*@fC0*MN2or1lIBNbNtW^Lpqp;5HJPw(k!MZHxE@hRFeg1*g!I^2VsLBksG`` z^nyEml&#nUiOM4^~_4afb3ni~{)?_?a%vg`GzFmfqLva*PBNxpoL|K$;d z{g1D72Ap@#Om|aF^mfy;!Y3OHGnViUS1iL!p8Oum{1_ZGDXJ6^%0Uu}+LX;hU;9}; zl5RGmU}=>!5q=`RY0ptX`8>!=aTYSKrZTBWI-;8Kq;DN7DNj1 z-%CD;CH~ZGWAJu~Bgd~rupsT4Fv2?@6jd?4^8Mj@lBSam6adX9sLYYEfFc$Wupt)>iiSMT^NNKIT#%hgT04Kl^d| zMvVB?1OAp#-Jh>18<2yGe?_U+Ps9Dqt$RI`mY5R$3+_hw3I2E2 zHY$F{yni*0e|mQBVn>kwJqbx+pNQOPkEN1;Uv)QcPKDs`z_$@cp^Sj z9IU?=SpQi=7G#PFBQ(%~Ra~BILu_>>0mN^PGNRuge`+_(1Yj2hjaiV3uUHVGIt%h< z^MJtG7F`V=ft-8mzsTI~!EWoID4y7ZEJ(LH0ML34axDbh znzhwvrZ*|I%{BJ5*>p)#|5#GNFfPc|Yu2S;=F)Laz2V`Px07x?xFD$=MJ#<2zVFo2 zf;bGfX`qZoD_2ANo1%=j4su$$YI7w)=>q@8!uw3IApfxR@uA-_Yp`k-B>vy^Q{DgU zrY3}F%!VM~f}5T(BN1R_>w!;BRzWu31{QT0128p)0%jvJO(pX%pB@8F zyN&)M^nY|Ke|2Krn@do}ZeZ^KLlFb{EQqGg^MCO?)j2$8=oxGJ-5#H!_VYqkKc#zA zC38k^xbMPu9A;$fdwlV!>-7So7u%z6rw*O5HE+3IGMr_0*4<88a2c=H9_HpFo~2OM zkQqgKfpwLu*jH@qjS81g9{BLVN1;P$nfz&<7pGELb=KDKx^ZZN$NKRH`;I3-)MrXt z9X`GZfqBFhb6>B=Xy|dTtPCa^l8r|~glnP`%PsNAd1c-IPRy}~{Zr5p`3E=h|0QDm z9mOj;!oe3SDDTH9!53Zg5c7Mt;K^pz3wM;tFRE7bRrVAGm|clD{0BvTX>Vgkpt|

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-0400 Subject: [PATCH 05/14] Added project description img --- README.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 5f11262..ae1f0fa 100644 --- a/README.md +++ b/README.md @@ -13,20 +13,20 @@ Stream compaction inculdes generally three steps: 1) Boolean Mapping: mapping the input date to a boolean array, where 1 if corresponding element meets criteria, 0 if element does not meet criteria. 2) Exclusive Scamn: run exclusive scan on the boolean array and save the result to a temporary array. 3) Scatter: According to the boolean array, if the element is 1, use the corresponding result from the scan temporary array as index, write the input data to the final result array. - + -In order to implement the GPU stream compaction, the following algorithem is implemented ahead in this project: +In order to implement the GPU stream compaction, the following algorithem is implemented in this project: -#### CPU scan (exclusive prefix sum) +### CPU scan (exclusive prefix sum) For performance comparison and better understanding before moving to GPU. -#### CPU Stream Compaction without scan and CPU Stream Compaction with scan +### CPU Stream Compaction without scan and CPU Stream Compaction with scan For performance comparison and better understanding before moving to GPU. -#### Naive GPU Scan (exclusive prefix sum) +### Naive GPU Scan (exclusive prefix sum) As the example shows, because each GPU thread might read and write to the same index of array, two buffer is needed for this naive algorithem. One is for read only and one is for write only, switch the buffer is required after every iteration. - -#### Work-Efficient GPU Scan + +### Work-Efficient GPU Scan This algothrithem is based on the one presented by Blelloch. As the example shows, the algorithem consists of two phases: up-sweep and down-sweep. The up-sweep is also know as a parallel reduction, because after this phase, the last node in the array holds the sum of all nodes in the array. In the down-sweep phase, we use partial sum from the up-sweep phase to build the scan of the array. Start by replacing the last node to zero, and for each step, each node at the current level pass its own value to its left child, its right child holds the sum of itself and the former left child. - + From 7b6e08ccbff45172bb7515c93e7eee69bda416c8 Mon Sep 17 00:00:00 2001 From: Dongying Liu Date: Sat, 17 Sep 2022 16:13:14 -0400 Subject: [PATCH 06/14] Debug replace all pow used in kernel --- src/main.cpp | 5 +++-- stream_compaction/efficient.cu | 20 ++++++++++++-------- 2 files changed, 15 insertions(+), 10 deletions(-) diff --git a/src/main.cpp b/src/main.cpp index 4471601..3c89d40 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -14,7 +14,7 @@ #include "testing_helpers.hpp" -const int SIZE = 1 << 8; // feel free to change the size of array +const int SIZE = 1 << 28; // feel free to change the size of array const int NPOT = SIZE - 3; // Non-Power-Of-Two int *a = new int[SIZE]; int *b = new int[SIZE]; @@ -32,6 +32,7 @@ int main(int argc, char* argv[]) { a[SIZE - 1] = 0; printArray(SIZE, a, true); + // initialize b using StreamCompaction::CPU::scan you implement // We use b for further comparison. Make sure your StreamCompaction::CPU::scan is correct. // At first all cases passed because b && c are all zeroes. @@ -72,7 +73,7 @@ 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, false); printCmpResult(SIZE, b, c); zeroArray(SIZE, c); diff --git a/stream_compaction/efficient.cu b/stream_compaction/efficient.cu index c3502d6..65e64b0 100644 --- a/stream_compaction/efficient.cu +++ b/stream_compaction/efficient.cu @@ -19,9 +19,12 @@ namespace StreamCompaction { if (index >= n) { return; } - int offset = pow(2, depth + 1); - if (index % offset == 0) { - data[index + offset - 1] += data[index + (int)pow(2, depth) - 1]; + //int offset1 = powf(2, depth); + //int offset2 = powf(2, depth + 1); + int offset1 = 1<= n) { return; } - int offset1 = pow(2, depth); - int offset2 = pow(2, depth + 1); + int offset1 = 1 << depth; + int offset2 = 1 << (depth + 1); if (index % offset2 == 0) { int t = data[index + offset1 - 1]; data[index + offset1 - 1] = data[index + offset2 - 1]; @@ -54,19 +57,20 @@ namespace StreamCompaction { cudaMalloc((void**)&dev_data, arraySize * sizeof(int)); // set data and then copy the original data cudaMemset(dev_data, 0, arraySize * sizeof(int)); - cudaMemcpy(dev_data, idata, n * sizeof(int), cudaMemcpyHostToDevice); + cudaMemcpy(dev_data, idata, arraySize * sizeof(int), cudaMemcpyHostToDevice); timer().startGpuTimer(); // TODO - for (int i = 0; i < power; ++i) { + for (int i = 0; i < power; i++) { kernUpSweep << > > (arraySize, dev_data, i); } // set the root to 0 cudaMemset(dev_data + arraySize - 1, 0, sizeof(int)); - for (int i = power - 1; i >= 0; --i) { + for (int i = power - 1; i >= 0; i--) { kernDownSweep << > > (arraySize, dev_data, i); } timer().endGpuTimer(); + cudaMemcpy(odata, dev_data, n * 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wnhR3K=Pq_7u9IQAYYXoJ3$|ZAx&pxIYF+Vzi>mwY=UUVQr>k-R>SD+L1Forx=Kufz literal 0 HcmV?d00001 From a4dd680dbccc78737ce0b3468307e345de08ac4c Mon Sep 17 00:00:00 2001 From: dongying Date: Sat, 17 Sep 2022 18:09:28 -0400 Subject: [PATCH 08/14] Added performance analysis --- README.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/README.md b/README.md index ae1f0fa..8043848 100644 --- a/README.md +++ b/README.md @@ -30,3 +30,14 @@ In order to implement the GPU stream compaction, the following algorithem is imp In the down-sweep phase, we use partial sum from the up-sweep phase to build the scan of the array. Start by replacing the last node to zero, and for each step, each node at the current level pass its own value to its left child, its right child holds the sum of itself and the former left child. +# Performance Analysis +For the performance analysis, I used blocksize of 256. I was testing on four array size, which are 2^12, 2^16, 2^20, 2^24. The less time consuming the faster the program run, the better the performance is. The time for GPU does not record the cudaMalloc and cudaMemcpy time. + +## Scan (exclusive prefix sum) + +As the graph shows, when array size is less than 2^16, CPU actually runs faster than GPU. I think the reason for this is for a countable amount of data, the time cost on GPU for reading data from global memory can not leverage the time saved by the parallel calculation. So, the performance is quit the same as CPU. + +However, when the amount of data reached a point, for my test is 2^20, GPU efficient algorithem starts to act way better than CPU and GPU naive algothrithem. + +## Stream Compacton + From 7d5983a916c60d7e4d70ac8542a24be2b869986b Mon Sep 17 00:00:00 2001 From: vivianliu Date: Sat, 17 Sep 2022 19:37:05 -0400 Subject: [PATCH 09/14] Add images --- img/scan_analysis_large.png | Bin 0 -> 161497 bytes img/stream_compaction_large.png | Bin 0 -> 142153 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 img/scan_analysis_large.png create mode 100644 img/stream_compaction_large.png diff --git a/img/scan_analysis_large.png b/img/scan_analysis_large.png new file mode 100644 index 0000000000000000000000000000000000000000..953548fc8d943801f363933be69e3c296b500cd1 GIT binary patch literal 161497 zcmaI71z40%*FO&Eih#sd1QaBt5m1qkM!Iu}rBtL@dTEwYkVYCw>0EM&C00TjL2Bs^ zVJWEvmiVnc&l}hOf4$FrUH3h+(=+GHXU;iuHe5?Xk(8L07!MDRR9Q(*2M_N~JRaVy 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