/* ************************************************************************ * Copyright (C) 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 #include "utility.hpp" #include template bool testing_mixed_precision(Arguments argus) { using namespace rocalution; int ndim = argus.size; std::string precond = argus.precond; unsigned int format = argus.format; std::string matrix_type = argus.matrix_type; bool rebuildnumeric = argus.rebuildnumeric; // Initialize rocALUTION platform set_device_rocalution(device); init_rocalution(); // rocALUTION structures LocalMatrix A; LocalVector x; LocalVector e; LocalVector rhs; // 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 { stop_rocalution(); disable_accelerator_rocalution(false); return true; } int nnz = csr_ptr[nrow]; T* csr_val2 = NULL; if(rebuildnumeric) { csr_val2 = new T[nnz]; for(int i = 0; i < nnz; i++) { csr_val2[i] = csr_val[i]; } } A.SetDataPtrCSR(&csr_ptr, &csr_col, &csr_val, "A", nnz, nrow, nrow); // Allocate x, b and e x.Allocate("x", A.GetN()); rhs.Allocate("b", A.GetM()); e.Allocate("e", A.GetN()); // Linear Solver MixedPrecisionDC, LocalVector, T, LocalMatrix, LocalVector, float> mp; CG, LocalVector, float> cg; MultiColoredILU, LocalVector, float> p; // Initialize rhs such that A 1 = rhs e.Ones(); A.Apply(e, &rhs); // Initial zero guess x.Zeros(); // setup a lower tol for the inner solver cg.SetPreconditioner(p); cg.Init(1e-5, 1e-2, 1e+20, 100000); // setup the mixed-precision DC mp.SetOperator(A); mp.Set(cg); // Build solver mp.Build(); // Verbosity output mp.Verbose(1); // Solve A x = rhs mp.Solve(rhs, &x); // Compute error L2 norm e.ScaleAdd(-1.0, x); T error = e.Norm(); std::cout << "||e - x||_2 = " << error << std::endl; // Clear solver mp.Clear(); // Stop rocALUTION platform stop_rocalution(); return true; }