/* ************************************************************************ * 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_itsolver(Arguments argus) { using namespace rocalution; int ndim = argus.size; unsigned int format = argus.format; std::string matrix_type = argus.matrix_type; bool disable_accelerator = !argus.use_acc; // Initialize rocALUTION platform disable_accelerator_rocalution(disable_accelerator); 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 { stop_rocalution(); disable_accelerator_rocalution(false); return true; } int nnz = csr_ptr[nrow]; A.SetDataPtrCSR(&csr_ptr, &csr_col, &csr_val, "A", nnz, nrow, nrow); // Move data to accelerator if(!disable_accelerator) { A.MoveToAccelerator(); x.MoveToAccelerator(); b.MoveToAccelerator(); e.MoveToAccelerator(); } // Allocate x, b and e x.Allocate("x", A.GetN()); b.Allocate("b", A.GetM()); e.Allocate("e", A.GetN()); // Linear Solver FixedPoint, LocalVector, T> fp; // Preconditioner ItILU0, LocalVector, T> p; // Set iterative ILU stopping criteria p.SetTolerance(1e-8); p.SetMaxIter(50); p.SetAlgorithm(ItILU0Algorithm::SyncSplit); // Set up iterative triangular solve SolverDescr descr; descr.SetTriSolverAlg(TriSolverAlg_Iterative); descr.SetIterativeSolverMaxIteration(30); descr.SetIterativeSolverTolerance(1e-8); descr.DisableIterativeSolverTolerance(); descr.EnableIterativeSolverTolerance(); SolverDescr descr_new(descr); // Copy the descriptor p.SetSolverDescriptor(descr_new); // Initialize b such that A 1 = b e.Ones(); A.Apply(e, &b); // Initial zero guess x.Zeros(); // Set solver operator fp.SetOperator(A); // Set solver preconditioner fp.SetPreconditioner(p); // Build solver fp.Build(); // Verbosity output fp.Verbose(1); fp.InitMinIter(1); fp.InitMaxIter(1000); fp.InitTol(1e-8, 1e-8, 1e-8); // Print matrix info A.Info(); // Solve A x = b fp.Solve(b, &x); int niter_preconditioner; const double* history = p.GetConvergenceHistory(&niter_preconditioner); auto res_final = fp.GetCurrentResidual(); //auto res_init = fp.GetInitialResidual(); //auto niter = fp.GetNumIterations(); auto status_solver = fp.GetSolverStatus(); auto ind = fp.GetAmaxResidualIndex(); // Clear solver fp.Clear(); // Compute error L2 norm e.ScaleAdd(-1.0, x); T error = e.Norm(); std::cout << "||e - x||_2 = " << error << std::endl; // Stop rocALUTION platform stop_rocalution(); disable_accelerator_rocalution(false); return true; }