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197 lines
5.9 KiB
C++
197 lines
5.9 KiB
C++
/*
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* Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
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*
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* SPDX-License-Identifier: MIT
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*/
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#include <hip/hip_runtime.h>
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#include <hip/hip_runtime_api.h>
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#include <algorithm> // std::min
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#define CHECK_RET_VAL(cmd) \
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{ \
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hipError_t error = cmd; \
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if (error != hipSuccess) { \
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fprintf(stderr, "error: '%s'(%d) at %s:%d\n", hipGetErrorString(error), error, __FILE__, \
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__LINE__); \
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exit(EXIT_FAILURE); \
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} \
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}
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__global__ static void addition(float* C, float* A, float* B, size_t N) {
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size_t offset = blockIdx.x * blockDim.x + threadIdx.x;
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size_t stride = blockDim.x * gridDim.x;
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for (size_t i = offset; i < N; i += stride) {
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C[i] = A[i] + B[i];
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}
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}
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static int vectorAddKernelTest() {
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int testResult = 1;
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float *A_d, *B_d, *C_d;
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float *A_h, *B_h, *C_h;
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size_t N = 1000000;
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size_t Nbytes = N * sizeof(float);
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static int device = 0;
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CHECK_RET_VAL(hipSetDevice(device));
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hipDeviceProp_t props;
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CHECK_RET_VAL(hipGetDeviceProperties(&props, device));
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A_h = reinterpret_cast<float*>(malloc(Nbytes));
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CHECK_RET_VAL(A_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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B_h = reinterpret_cast<float*>(malloc(Nbytes));
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CHECK_RET_VAL(B_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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C_h = reinterpret_cast<float*>(malloc(Nbytes));
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CHECK_RET_VAL(C_h == nullptr ? hipErrorOutOfMemory : hipSuccess);
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// Fill with Phi + i
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for (size_t i = 0; i < N; i++) {
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A_h[i] = 1.618f + i;
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B_h[i] = 1.618f + i;
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}
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CHECK_RET_VAL(hipMalloc(&A_d, Nbytes));
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CHECK_RET_VAL(hipMalloc(&B_d, Nbytes));
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CHECK_RET_VAL(hipMalloc(&C_d, Nbytes));
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CHECK_RET_VAL(hipMemcpy(A_d, A_h, Nbytes, hipMemcpyHostToDevice));
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CHECK_RET_VAL(hipMemcpy(B_d, B_h, Nbytes, hipMemcpyHostToDevice));
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const unsigned blocks = 512;
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const unsigned threadsPerBlock = 256;
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hipLaunchKernelGGL(addition, dim3(blocks), dim3(threadsPerBlock), 0, 0, C_d, A_d, B_d, N);
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CHECK_RET_VAL(hipMemcpy(C_h, C_d, Nbytes, hipMemcpyDeviceToHost));
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for (size_t i = 0; i < N; i++) {
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if (C_h[i] != (A_h[i] + B_h[i])) {
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testResult = 0;
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break;
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}
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}
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CHECK_RET_VAL(hipFree(A_d));
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CHECK_RET_VAL(hipFree(B_d));
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CHECK_RET_VAL(hipFree(C_d));
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free(A_h);
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free(B_h);
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free(C_h);
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return testResult;
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}
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#include "hip/hip_cooperative_groups.h"
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namespace cg = cooperative_groups;
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static const uint BufferSizeInDwords = 448 * 1024 * 1024;
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__global__ static void test_gws(uint* buf, uint bufSize, int64_t* tmpBuf, int64_t* result) {
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extern __shared__ int64_t tmp[];
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uint offset = blockIdx.x * blockDim.x + threadIdx.x;
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uint stride = gridDim.x * blockDim.x;
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cg::grid_group gg = cg::this_grid();
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int64_t sum = 0;
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for (uint i = offset; i < bufSize; i += stride) {
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sum += buf[i];
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}
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tmp[threadIdx.x] = sum;
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__syncthreads();
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if (threadIdx.x == 0) {
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sum = 0;
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for (uint i = 0; i < blockDim.x; i++) {
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sum += tmp[i];
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}
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tmpBuf[blockIdx.x] = sum;
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}
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// TODO: remove syncthreads with grid sync when compiler issue is fixed
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// gg.sync();
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__syncthreads();
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if (offset == 0) {
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for (uint i = 1; i < gridDim.x; ++i) {
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sum += tmpBuf[i];
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}
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*result = sum;
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}
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}
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static int cooperativeKernelTest() {
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int testResult = 1;
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uint* dA;
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int64_t* dB;
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int64_t* dC;
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int64_t* Ah;
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hipDeviceProp_t deviceProp;
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CHECK_RET_VAL(hipGetDeviceProperties(&deviceProp, 0));
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if (!deviceProp.cooperativeLaunch) {
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return testResult;
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}
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uint32_t* init = new uint32_t[BufferSizeInDwords];
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for (uint32_t i = 0; i < BufferSizeInDwords; ++i) {
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init[i] = i;
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}
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size_t SIZE = BufferSizeInDwords * sizeof(uint);
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CHECK_RET_VAL(hipMalloc(reinterpret_cast<void**>(&dA), SIZE));
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CHECK_RET_VAL(hipMalloc(reinterpret_cast<void**>(&dC), sizeof(int64_t)));
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CHECK_RET_VAL(hipMemcpy(dA, init, SIZE, hipMemcpyHostToDevice));
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Ah = reinterpret_cast<int64_t*>(malloc(sizeof(int64_t)));
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hipStream_t stream;
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CHECK_RET_VAL(hipStreamCreate(&stream));
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dim3 dimBlock = dim3(1);
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dim3 dimGrid = dim3(1);
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int numBlocks = 0;
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uint workgroups[4] = {32, 64, 128, 256};
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for (uint i = 0; i < 4; ++i) {
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dimBlock.x = workgroups[i];
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/* Calculate the device occupancy to know how many blocks can be
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run concurrently */
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CHECK_RET_VAL(hipOccupancyMaxActiveBlocksPerMultiprocessor(
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&numBlocks, test_gws, dimBlock.x * dimBlock.y * dimBlock.z, dimBlock.x * sizeof(int64_t)));
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dimGrid.x = deviceProp.multiProcessorCount * std::min(numBlocks, 32);
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CHECK_RET_VAL(hipMalloc(reinterpret_cast<void**>(&dB), dimGrid.x * sizeof(int64_t)));
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void* params[4];
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params[0] = reinterpret_cast<void*>(&dA);
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params[1] = (void*)(&BufferSizeInDwords); // NOLINT
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params[2] = reinterpret_cast<void*>(&dB);
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params[3] = reinterpret_cast<void*>(&dC);
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CHECK_RET_VAL(hipLaunchCooperativeKernel(reinterpret_cast<void*>(test_gws), dimGrid, dimBlock,
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params, dimBlock.x * sizeof(int64_t), stream));
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CHECK_RET_VAL(hipMemcpy(Ah, dC, sizeof(int64_t), hipMemcpyDeviceToHost));
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if (*Ah != (((int64_t)(BufferSizeInDwords) * (BufferSizeInDwords - 1)) / 2)) {
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CHECK_RET_VAL(hipFree(dB));
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testResult = 0;
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break;
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} else {
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CHECK_RET_VAL(hipFree(dB));
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}
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}
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CHECK_RET_VAL(hipStreamDestroy(stream));
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CHECK_RET_VAL(hipFree(dC));
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CHECK_RET_VAL(hipFree(dA));
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delete[] init;
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free(Ah);
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return testResult;
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}
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extern "C" int lazyLoad() { return vectorAddKernelTest() & cooperativeKernelTest(); }
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