/* ************************************************************************ * Copyright (C) 2016-2024 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 cop- * ies 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 IM- * PLIED, 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 CONNE- * CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. * * ************************************************************************ */ #include "client_utility.hpp" #include "rocblas.hpp" #include "rocblas_init.hpp" #include #include #include /* ============================================================================================ */ int main() { rocblas_int N = 10240; rocblas_status status = rocblas_status_success; float alpha = 10.0; // Naming: dX is in GPU (device) memory. hK is in CPU (host) memory, plz follow this practice std::vector hx(N); std::vector hz(N); float* dx; double gpu_time_used; rocblas_handle handle; rocblas_create_handle(&handle); // allocate memory on device hipMalloc(&dx, N * sizeof(float)); // Initial Data on CPU srand(1); rocblas_init(hx.data(), 1, N, 1); // copy vector is easy in STL; hz = hx: save a copy in hz which will be output of CPU BLAS hz = hx; hipMemcpy(dx, hx.data(), sizeof(float) * N, hipMemcpyHostToDevice); printf("N rocblas(us) \n"); gpu_time_used = get_time_us_sync_device(); // in microseconds /* ===================================================================== ROCBLAS C++ template interface =================================================================== */ status = rocblas_scal(handle, N, &alpha, dx, 1); if(status != rocblas_status_success) { return status; } gpu_time_used = get_time_us_sync_device() - gpu_time_used; // copy output from device to CPU hipMemcpy(hx.data(), dx, sizeof(float) * N, hipMemcpyDeviceToHost); // verify rocblas_scal result for(rocblas_int i = 0; i < N; i++) { if(hz[i] * alpha != hx[i]) { printf("error in element %d: CPU=%f, GPU=%f ", i, hz[i] * alpha, hx[i]); break; } } printf("%d %8.2f \n", (int)N, gpu_time_used); hipFree(dx); rocblas_destroy_handle(handle); return rocblas_status_success; }