// Copyright (c) 2010-2020, Lawrence Livermore National Security, LLC. Produced // at the Lawrence Livermore National Laboratory. All Rights reserved. See files // LICENSE and NOTICE for details. LLNL-CODE-806117. // // This file is part of the MFEM library. For more information and source code // availability visit https://mfem.org. // // MFEM is free software; you can redistribute it and/or modify it under the // terms of the BSD-3 license. We welcome feedback and contributions, see file // CONTRIBUTING.md for details. #include "catch.hpp" #include "mfem.hpp" namespace mfem { constexpr double EPS = 1.e-12; TEST_CASE("FormLinearSystem", "[FormLinearSystem]") { for (int dim = 2; dim <=3; ++dim) { for (int ne = 1; ne <= 4; ++ne) { std::cout << "Testing " << dim << "D partial assembly: " << std::pow(ne, dim) << " elements." << std::endl; for (int order = 1; order <= 3; ++order) { Mesh * mesh; if (dim == 2) { mesh = new Mesh(ne, ne, Element::QUADRILATERAL, 1, 1.0, 1.0); } else { mesh = new Mesh(ne, ne, ne, Element::HEXAHEDRON, 1, 1.0, 1.0, 1.0); } FiniteElementCollection *fec = new H1_FECollection(order, dim); FiniteElementSpace fes(mesh, fec); Array ess_tdof_list; Array ess_bdr(mesh->bdr_attributes.Max()); ess_bdr = 1; fes.GetEssentialTrueDofs(ess_bdr, ess_tdof_list); ConstantCoefficient one(1.0); GridFunction x0(&fes), x1(&fes), b(&fes); Vector B[2], X[2]; OperatorPtr A_pa, A_fa; BilinearForm pa(&fes), fa(&fes); x0 = 0.0; b = 1.0; pa.SetAssemblyLevel(AssemblyLevel::PARTIAL); pa.AddDomainIntegrator(new DiffusionIntegrator(one)); pa.Assemble(); pa.FormLinearSystem(ess_tdof_list, x0, b, A_pa, X[0], B[0]); OperatorJacobiSmoother M_pa(pa, ess_tdof_list); PCG(*A_pa, M_pa, B[0], X[0], 0, 1000, EPS*EPS, 0.0); pa.RecoverFEMSolution(X[0], b, x0); x1 = 0.0; b = 1.0; fa.SetAssemblyLevel(AssemblyLevel::FULL); fa.AddDomainIntegrator(new DiffusionIntegrator(one)); fa.Assemble(); fa.FormLinearSystem(ess_tdof_list, x1, b, A_fa, X[1], B[1]); GSSmoother M_fa((SparseMatrix&)(*A_fa)); PCG(*A_fa, M_fa, B[1], X[1], 0, 1000, EPS*EPS, 0.0); fa.RecoverFEMSolution(X[1], b, x1); x0 -= x1; double error = x0.Norml2(); std::cout << " order: " << order << ", error norm: " << error << std::endl; REQUIRE(x0.Norml2() == Approx(EPS)); delete mesh; delete fec; } } } } #ifdef MFEM_USE_MPI TEST_CASE("ParallelFormLinearSystem", "[Parallel], [ParallelFormLinearSystem]") { for (int dim = 2; dim <= 3; ++dim) { for (int ne = 4; ne <= 5; ++ne) { std::cout << "Testing " << dim << "D partial assembly: " << std::pow(ne, dim) << " elements." << std::endl; for (int order = 1; order <= 3; ++order) { Mesh * mesh; if (dim == 2) { mesh = new Mesh(ne, ne, Element::QUADRILATERAL, 1, 1.0, 1.0); } else { mesh = new Mesh(ne, ne, ne, Element::HEXAHEDRON, 1, 1.0, 1.0, 1.0); } ParMesh *pmesh = new ParMesh(MPI_COMM_WORLD, *mesh); delete mesh; FiniteElementCollection *fec = new H1_FECollection(order, dim); ParFiniteElementSpace fes(pmesh, fec); Array ess_tdof_list; Array ess_bdr(pmesh->bdr_attributes.Max()); ess_bdr = 1; fes.GetEssentialTrueDofs(ess_bdr, ess_tdof_list); ConstantCoefficient one(1.0); ParGridFunction x0(&fes), x1(&fes), b(&fes); Vector B[2], X[2]; OperatorPtr A_pa, A_fa; ParBilinearForm pa(&fes), fa(&fes); x0 = 0.0; b = 1.0; pa.SetAssemblyLevel(AssemblyLevel::PARTIAL); pa.AddDomainIntegrator(new DiffusionIntegrator(one)); pa.Assemble(); pa.FormLinearSystem(ess_tdof_list, x0, b, A_pa, X[0], B[0]); Solver *M_pa = new OperatorJacobiSmoother(pa, ess_tdof_list); CGSolver cg_pa(MPI_COMM_WORLD); cg_pa.SetRelTol(EPS); cg_pa.SetMaxIter(1000); cg_pa.SetPrintLevel(0); cg_pa.SetPreconditioner(*M_pa); cg_pa.SetOperator(*A_pa); cg_pa.Mult(B[0], X[0]); delete M_pa; pa.RecoverFEMSolution(X[0], b, x0); x1 = 0.0; b = 1.0; fa.SetAssemblyLevel(AssemblyLevel::FULL); fa.AddDomainIntegrator(new DiffusionIntegrator(one)); fa.Assemble(); fa.FormLinearSystem(ess_tdof_list, x1, b, A_fa, X[1], B[1]); HypreBoomerAMG *M_fa = new HypreBoomerAMG(); CGSolver cg_fa(MPI_COMM_WORLD); cg_fa.SetRelTol(EPS); cg_fa.SetMaxIter(1000); cg_fa.SetPrintLevel(0); M_fa->SetPrintLevel(0); cg_fa.SetPreconditioner(*M_fa); cg_fa.SetOperator(*A_fa); cg_fa.Mult(B[1], X[1]); delete M_fa; fa.RecoverFEMSolution(X[1], b, x1); x0 -= x1; double error = x0.Norml2(); std::cout << " order: " << order << ", error norm: " << error << std::endl; REQUIRE(x0.Norml2() == Approx(EPS)); delete pmesh; delete fec; } } } } #endif // MFEM_USE_MPI } // namespace mfem