/* ************************************************************************ * Copyright (C) 2018-2020 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. * * ************************************************************************ */ #include #include #include using namespace rocalution; int main(int argc, char* argv[]) { // Check command line parameters if(argc == 1) { std::cerr << argv[0] << " [Num threads]" << std::endl; exit(1); } // Initialize rocALUTION init_rocalution(); // Check command line parameters for number of OMP threads if(argc > 2) { set_omp_threads_rocalution(atoi(argv[2])); } // Print rocALUTION info info_rocalution(); // rocALUTION objects LocalVector x; LocalVector y; LocalMatrix mat; double tick, tack; double tickg, tackg; // Read matrix from MTX file mat.ReadFileMTX(std::string(argv[1])); // Allocate vectors x.Allocate("x", mat.GetN()); y.Allocate("y", mat.GetM()); // Initialize x with 1 x.Ones(); // No Async tickg = rocalution_time(); // Initialize y with 0 y.Zeros(); // Print object info mat.Info(); x.Info(); y.Info(); // CPU tick = rocalution_time(); // y += mat * x for(int i = 0; i < 100; ++i) { mat.ApplyAdd(x, 1.0, &y); } tack = rocalution_time(); std::cout << "CPU execution took: " << (tack - tick) / 1e6 << " sec" << std::endl; std::cout << "Dot product = " << x.Dot(y) << std::endl; tick = rocalution_time(); // Memory transfer mat.MoveToAccelerator(); x.MoveToAccelerator(); y.MoveToAccelerator(); // Print object info mat.Info(); x.Info(); y.Info(); tack = rocalution_time(); std::cout << "Sync transfer took: " << (tack - tick) / 1e6 << " sec" << std::endl; // Initialize y with 0 y.Zeros(); // Accelerator tick = rocalution_time(); // y += mat * x for(int i = 0; i < 100; ++i) { mat.ApplyAdd(x, 1.0, &y); } tack = rocalution_time(); std::cout << "Accelerator execution took: " << (tack - tick) / 1e6 << " sec" << std::endl; std::cout << "Dot product = " << x.Dot(y) << std::endl; tackg = rocalution_time(); std::cout << "Total execution + transfers (no async) took: " << (tackg - tickg) / 1e6 << " sec" << std::endl; // Move data to host mat.MoveToHost(); x.MoveToHost(); y.MoveToHost(); // Initialize y with 0 y.Zeros(); // Async tickg = rocalution_time(); tick = rocalution_time(); // Memory transfer mat.MoveToAcceleratorAsync(); x.MoveToAcceleratorAsync(); // Print oject info mat.Info(); x.Info(); y.Info(); tack = rocalution_time(); std::cout << "Async transfer took: " << (tack - tick) / 1e6 << " sec" << std::endl; // CPU tick = rocalution_time(); // y += mat * x for(int i = 0; i < 100; ++i) { mat.ApplyAdd(x, 1.0, &y); } tack = rocalution_time(); std::cout << "CPU execution took: " << (tack - tick) / 1e6 << " sec" << std::endl; std::cout << "Dot product = " << x.Dot(y) << std::endl; // Synchronize objects mat.Sync(); x.Sync(); // Move y to host y.MoveToAccelerator(); // Print object info mat.Info(); x.Info(); y.Info(); // Initialize y with 0 y.Zeros(); // Accelerator tick = rocalution_time(); // y += mat * x for(int i = 0; i < 100; ++i) { mat.ApplyAdd(x, 1.0, &y); } tack = rocalution_time(); std::cout << "Accelerator execution took: " << (tack - tick) / 1e6 << " sec" << std::endl; std::cout << "Dot product = " << x.Dot(y) << std::endl; tackg = rocalution_time(); std::cout << "Total execution + transfers (async) took: " << (tackg - tickg) / 1e6 << " sec" << std::endl; // Stop rocALUTION platform stop_rocalution(); return 0; }