/* ************************************************************************ * Copyright (C) 2022-2025 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. * * ************************************************************************ */ #pragma once #ifndef TESTING_INVERSION_HPP #define TESTING_INVERSION_HPP #include "utility.hpp" #include using namespace rocalution; static bool check_residual(float res) { return (res < 1e-3f); } static bool check_residual(double res) { return (res < 1e-6); } template bool testing_inversion(Arguments argus) { int ndim = argus.size; unsigned int format = argus.format; std::string matrix_type = argus.matrix_type; const bool use_host_and_acc = argus.use_acc; // Initialize rocALUTION platform set_device_rocalution(device); init_rocalution(); // rocALUTION structures LocalMatrix A; LocalVector x; LocalVector b; LocalVector e; // Generate A int* csr_ptr = NULL; int* csr_col = NULL; T* csr_val = NULL; int nrow = 0; int ncol = 0; if(matrix_type == "Laplacian2D") { nrow = gen_2d_laplacian(ndim, &csr_ptr, &csr_col, &csr_val); ncol = nrow; } else if(matrix_type == "PermutedIdentity") { nrow = gen_permuted_identity(ndim, &csr_ptr, &csr_col, &csr_val); ncol = nrow; } else { return false; } int nnz = csr_ptr[nrow]; A.SetDataPtrCSR(&csr_ptr, &csr_col, &csr_val, "A", nnz, nrow, nrow); // Allocate x, b and e x.Allocate("x", A.GetN()); b.Allocate("b", A.GetM()); e.Allocate("e", A.GetN()); // b = A * 1 e.Ones(); A.Apply(e, &b); // Random initial guess x.SetRandomUniform(12345ULL, -4.0, 6.0); // Solver Inversion, LocalVector, T> dls; dls.Verbose(0); dls.SetOperator(A); dls.Build(); // Matrix format A.ConvertTo(format, format == BCSR ? argus.blockdim : 1); // Move data to accelerator dls.MoveToAccelerator(); A.MoveToAccelerator(); x.MoveToAccelerator(); b.MoveToAccelerator(); e.MoveToAccelerator(); dls.Solve(b, &x); // Verify solution x.ScaleAdd(-1.0, e); T nrm2_acc = x.Norm(); bool success = check_residual(nrm2_acc); if(use_host_and_acc) { dls.MoveToHost(); A.MoveToHost(); x.MoveToHost(); e.MoveToHost(); b.MoveToHost(); dls.Solve(b, &x); // Verify solution x.ScaleAdd(-1.0, e); T nrm2_host = x.Norm(); success = success && check_residual(nrm2_host); } // Clean up dls.Clear(); // Stop rocALUTION platform stop_rocalution(); return success; } #endif // TESTING_INVERSION_HPP