// Copyright (c) 2010-2022, 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 "unit_tests.hpp" #include "mfem.hpp" using namespace mfem; #ifdef MFEM_USE_SUITESPARSE #define DIRECT_SOLVE_SERIAL #endif #ifdef MFEM_USE_MUMPS #define DIRECT_SOLVE_PARALLEL #endif #ifdef MFEM_USE_SUPERLU #define DIRECT_SOLVE_PARALLEL #endif #if defined(DIRECT_SOLVE_SERIAL) || defined(DIRECT_SOLVE_PARALLEL) int dim; double uexact(const Vector& x) { double u; switch (dim) { case 1: u = 3.0 + 2.0 * x(0) - 0.5 * x(0) * x(0); break; case 2: u = 1.0 + 0.2 * x(0) - 0.9 * x(0) * x(1) + x(1) * x(1) * x(0); break; default: u = x(2) * x(2) * x(2) - 5.0 * x(0) * x(0) * x(1) * x(2); break; } return u; } void gradexact(const Vector& x, Vector & grad) { grad.SetSize(dim); switch (dim) { case 1: grad[0] = 2.0 - x(0); break; case 2: grad[0] = 0.2 - 0.9 * x(1) + x(1) * x (1); grad[1] = - 0.9 * x(0) + 2.0 * x(0) * x(1); break; default: grad[0] = -10.0 * x(0) * x(1) * x(2); grad[1] = - 5.0 * x(0) * x(0) * x(2); grad[2] = 3.0 * x(2) * x(2) - 5.0 * x(0) * x(0) * x(1); break; } } double d2uexact(const Vector& x) // returns \Delta u { double d2u; switch (dim) { case 1: d2u = -1.0; break; case 2: d2u = 2.0 * x(0); break; default: d2u = -10.0 * x(1) * x(2) + 6.0 * x(2); break; } return d2u; } double fexact(const Vector& x) // returns -\Delta u { double d2u = d2uexact(x); return -d2u; } #endif #ifdef DIRECT_SOLVE_SERIAL TEST_CASE("direct-serial","[CUDA]") { const int ne = 2; for (dim = 1; dim < 4; ++dim) { Mesh mesh; if (dim == 1) { mesh = Mesh::MakeCartesian1D(ne, 1.0); } else if (dim == 2) { mesh = Mesh::MakeCartesian2D( ne, ne, Element::QUADRILATERAL, 1, 1.0, 1.0); } else { mesh = Mesh::MakeCartesian3D( ne, ne, ne, Element::HEXAHEDRON, 1.0, 1.0, 1.0); } int order = 3; FiniteElementCollection* fec = new H1_FECollection(order, dim); FiniteElementSpace fespace(&mesh, fec); Array ess_tdof_list; Array ess_bdr(mesh.bdr_attributes.Max()); ess_bdr = 1; fespace.GetEssentialTrueDofs(ess_bdr, ess_tdof_list); FunctionCoefficient f(fexact); LinearForm b(&fespace); b.AddDomainIntegrator(new DomainLFIntegrator(f)); b.Assemble(); BilinearForm a(&fespace); ConstantCoefficient one(1.0); a.AddDomainIntegrator(new DiffusionIntegrator(one)); a.Assemble(); GridFunction x(&fespace); FunctionCoefficient uex(uexact); x = 0.0; x.ProjectBdrCoefficient(uex,ess_bdr); OperatorPtr A; Vector B, X; a.FormLinearSystem(ess_tdof_list, x, b, A, X, B); UMFPackSolver umf_solver; umf_solver.Control[UMFPACK_ORDERING] = UMFPACK_ORDERING_METIS; umf_solver.SetOperator(*A); umf_solver.Mult(B, X); Vector Y(X.Size()); A->Mult(X,Y); Y-=B; REQUIRE(Y.Norml2() < 1.e-12); a.RecoverFEMSolution(X, b, x); VectorFunctionCoefficient grad(dim,gradexact); double error = x.ComputeH1Error(&uex,&grad); REQUIRE(error < 1.e-12); delete fec; } } #endif #ifdef DIRECT_SOLVE_PARALLEL TEST_CASE("direct-parallel", "[Parallel], [CUDA]") { int rank; MPI_Comm_rank(MPI_COMM_WORLD, &rank); const int ne = 2; for (dim = 1; dim < 4; ++dim) { Mesh mesh; if (dim == 1) { mesh = Mesh::MakeCartesian1D(ne, 1.0); } else if (dim == 2) { mesh = Mesh::MakeCartesian2D( ne, ne, Element::QUADRILATERAL, 1, 1.0, 1.0); } else { mesh = Mesh::MakeCartesian3D( ne, ne, ne, Element::HEXAHEDRON, 1.0, 1.0, 1.0); } ParMesh *pmesh = new ParMesh(MPI_COMM_WORLD, mesh); mesh.Clear(); int order = 3; FiniteElementCollection* fec = new H1_FECollection(order, dim); ParFiniteElementSpace fespace(pmesh, fec); Array ess_tdof_list; Array ess_bdr; if (pmesh->bdr_attributes.Size()) { ess_bdr.SetSize(pmesh->bdr_attributes.Max()); ess_bdr = 1; fespace.GetEssentialTrueDofs(ess_bdr, ess_tdof_list); } FunctionCoefficient f(fexact); ParLinearForm b(&fespace); b.AddDomainIntegrator(new DomainLFIntegrator(f)); b.Assemble(); ParBilinearForm a(&fespace); ConstantCoefficient one(1.0); a.AddDomainIntegrator(new DiffusionIntegrator(one)); a.Assemble(); ParGridFunction x(&fespace); FunctionCoefficient uex(uexact); x = 0.0; x.ProjectBdrCoefficient(uex,ess_bdr); OperatorPtr A; Vector B, X; a.FormLinearSystem(ess_tdof_list, x, b, A, X, B); #ifdef MFEM_USE_MUMPS { MUMPSSolver mumps; mumps.SetPrintLevel(0); mumps.SetOperator(*A.As()); mumps.Mult(B,X); Vector Y(X.Size()); A->Mult(X,Y); Y-=B; REQUIRE(Y.Norml2() < 1.e-12); a.RecoverFEMSolution(X, b, x); VectorFunctionCoefficient grad(dim,gradexact); double error = x.ComputeH1Error(&uex,&grad); REQUIRE(error < 1.e-12); } #endif #ifdef MFEM_USE_SUPERLU // Transform to monolithic HypreParMatrix { SuperLURowLocMatrix SA(*A.As()); SuperLUSolver superlu(MPI_COMM_WORLD); superlu.SetPrintStatistics(false); superlu.SetSymmetricPattern(false); superlu.SetColumnPermutation(superlu::METIS_AT_PLUS_A); superlu.SetOperator(SA); superlu.Mult(B, X); Vector Y(X.Size()); A->Mult(X,Y); Y-=B; REQUIRE(Y.Norml2() < 1.e-12); a.RecoverFEMSolution(X, b, x); VectorFunctionCoefficient grad(dim,gradexact); double error = x.ComputeH1Error(&uex,&grad); REQUIRE(error < 1.e-12); } #endif delete fec; delete pmesh; } } #endif