/* Copyright (c) 2015 - 2021 Advanced Micro Devices, Inc. All rights reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ /* HIT_START * BUILD: %t %s ../../src/test_common.cpp EXCLUDE_HIP_PLATFORM nvidia * TEST: %t * HIT_END */ #include #include #include "test_common.h" using namespace std; #define sharedMemSize1 2048 #define sharedMemSize2 256 __global__ void sharedMemReadSpeed1(float *outBuf, ulong N) { size_t gid = (blockIdx.x * blockDim.x + threadIdx.x); size_t lid = threadIdx.x; __shared__ float local[sharedMemSize1]; float val1 = 0; float val2 = 0; float val3 = 0; float val4 = 0; for (int i = 0; i < (sharedMemSize1 / 64); i++) { local[lid + i * 64] = lid; } __syncthreads(); val1 += local[lid]; val2 += local[lid + 64]; val3 += local[lid + 128]; val4 += local[lid + 192]; val1 += local[lid + 256]; val2 += local[lid + 320]; val3 += local[lid + 384]; val4 += local[lid + 448]; val1 += local[lid + 512]; val2 += local[lid + 576]; val3 += local[lid + 640]; val4 += local[lid + 704]; val1 += local[lid + 768]; val2 += local[lid + 832]; val3 += local[lid + 896]; val4 += local[lid + 960]; val1 += local[lid + 1024]; val2 += local[lid + 1088]; val3 += local[lid + 1152]; val4 += local[lid + 1216]; val1 += local[lid + 1280]; val2 += local[lid + 1344]; val3 += local[lid + 1408]; val4 += local[lid + 1472]; val1 += local[lid + 1536]; val2 += local[lid + 1600]; val3 += local[lid + 1664]; val4 += local[lid + 1728]; val1 += local[lid + 1792]; val2 += local[lid + 1856]; val3 += local[lid + 1920]; val4 += local[lid + 1984]; if (gid < N) { outBuf[gid] = val1 + val2 + val3 + val4; } }; __global__ void sharedMemReadSpeed2(float *outBuf, ulong N) { size_t gid = (blockIdx.x * blockDim.x + threadIdx.x); size_t lid = threadIdx.x; __shared__ float local[sharedMemSize2]; float val0 = 0.0f; float val1 = 0.0f; for (int i = 0; i < (sharedMemSize2 / 64); i++) { local[lid + i * 64] = lid; } __syncthreads(); #pragma nounroll for (uint i = 0; i < 32; i++) { val0 += local[8 * i + 0]; val1 += local[8 * i + 1]; val0 += local[8 * i + 2]; val1 += local[8 * i + 3]; val0 += local[8 * i + 4]; val1 += local[8 * i + 5]; val0 += local[8 * i + 6]; val1 += local[8 * i + 7]; } if (gid < N) { outBuf[gid] = val0 + val1; } }; int main(int argc, char *argv[]) { float *dDst; float *hDst; hipStream_t stream; constexpr uint numSizes = 4; constexpr uint Sizes[numSizes] = {262144, 1048576, 4194304, 16777216}; uint numReads1 = 32; uint numReads2 = 256; uint sharedMemSizeBytes1 = sharedMemSize1 * sizeof(float); uint sharedMemSizeBytes2 = sharedMemSize2 * sizeof(float); int nIter = 1000; const unsigned threadsPerBlock = 64; int nGpu = 0; HIPCHECK(hipGetDeviceCount(&nGpu)); if (nGpu < 1) { cout << "info: didn't find any GPU! skipping the test!\n"; passed(); return 0; } static int device = 0; HIPCHECK(hipSetDevice(device)); hipDeviceProp_t props; HIPCHECK(hipGetDeviceProperties(&props, device)); cout << "info: running on bus " << "0x" << props.pciBusID << " " << props.name << " with " << props.multiProcessorCount << " CUs" << endl; HIPCHECK(hipStreamCreate(&stream)); for (int nTest = 0; nTest < numSizes; nTest++) { uint nBytes = Sizes[nTest % numSizes]; ulong N = nBytes / sizeof(float); const unsigned blocks = N / threadsPerBlock; hDst = new float[nBytes]; HIPCHECK(hDst == 0 ? hipErrorOutOfMemory : hipSuccess); memset(hDst, 0, nBytes); HIPCHECK(hipMalloc(&dDst, nBytes)); HIPCHECK(hipMemcpy(dDst, hDst, nBytes, hipMemcpyHostToDevice)); hipLaunchKernelGGL(sharedMemReadSpeed1, dim3(blocks), dim3(threadsPerBlock), 0, stream, dDst, N); HIPCHECK(hipMemcpy(hDst, dDst, nBytes, hipMemcpyDeviceToHost)); hipDeviceSynchronize(); int tmp = 0; for (int i = 0; i < N; i++) { if (i % threadsPerBlock == 0) { tmp = 0; } if (hDst[i] != tmp) { cout << "info: Data validation failed for warm up run!" << endl; cout << "info: expected " << tmp << " got " << hDst[i] << endl; HIPCHECK (hipErrorUnknown); } tmp += threadsPerBlock / 2; } auto all_start = chrono::steady_clock::now(); for (int i = 0; i < nIter; i++) { hipLaunchKernelGGL(sharedMemReadSpeed1, dim3(blocks), dim3(threadsPerBlock), 0, stream, dDst, N); } hipDeviceSynchronize(); auto all_end = chrono::steady_clock::now(); chrono::duration all_kernel_time = all_end - all_start; // read speed in GB/s double perf = ((double) blocks * threadsPerBlock * (numReads1 * sizeof(float) + sharedMemSizeBytes1 / 64) * nIter * (double) (1e-09)) / all_kernel_time.count(); cout << "info: read speed = " << setw(8) << perf << " GB/s for " << sharedMemSizeBytes1 / 1024 << " KB shared memory" " with " << setw(8) << blocks * threadsPerBlock << " threads, " << setw(4) << numReads1 << " reads in sharedMemReadSpeed1 kernel" << endl; delete[] hDst; hipFree(dDst); } for (int nTest = 0; nTest < numSizes; nTest++) { uint nBytes = Sizes[nTest % numSizes]; ulong N = nBytes / sizeof(float); const unsigned blocks = N / threadsPerBlock; hDst = new float[nBytes]; HIPCHECK(hDst == 0 ? hipErrorOutOfMemory : hipSuccess); memset(hDst, 0, nBytes); HIPCHECK(hipMalloc(&dDst, nBytes)); HIPCHECK(hipMemcpy(dDst, hDst, nBytes, hipMemcpyHostToDevice)); hipLaunchKernelGGL(sharedMemReadSpeed2, dim3(blocks), dim3(threadsPerBlock), 0, stream, dDst, N); HIPCHECK(hipMemcpy(hDst, dDst, nBytes, hipMemcpyDeviceToHost)); hipDeviceSynchronize(); auto all_start = chrono::steady_clock::now(); for (int i = 0; i < nIter; i++) { hipLaunchKernelGGL(sharedMemReadSpeed2, dim3(blocks), dim3(threadsPerBlock), 0, stream, dDst, N); } hipDeviceSynchronize(); auto all_end = chrono::steady_clock::now(); chrono::duration all_kernel_time = all_end - all_start; // read speed in GB/s double perf = ((double) blocks * threadsPerBlock * (numReads2 * sizeof(float) + sharedMemSizeBytes2 / 64) * nIter * (double) (1e-09)) / all_kernel_time.count(); cout << "info: read speed = " << setw(8) << perf << " GB/s for " << sharedMemSizeBytes2 / 1024 << " KB shared memory" " with " << setw(8) << blocks * threadsPerBlock << " threads, " << setw(4) << numReads2 << " reads in sharedMemReadSpeed2 kernel" << endl; delete[] hDst; hipFree(dDst); } HIPCHECK(hipStreamDestroy(stream)); passed(); }