// MFEM Example 1 - Parallel Version // SuperLU Modification // // Compile with: make ex1p // // Sample runs: mpirun -np 4 ex1p -m ../../data/square-disc.mesh // mpirun -np 4 ex1p -m ../../data/star.mesh // mpirun -np 4 ex1p -m ../../data/star-mixed.mesh // mpirun -np 4 ex1p -m ../../data/escher.mesh // mpirun -np 4 ex1p -m ../../data/fichera.mesh // mpirun -np 4 ex1p -m ../../data/fichera-mixed.mesh // mpirun -np 4 ex1p -m ../../data/toroid-wedge.mesh // mpirun -np 4 ex1p -m ../../data/periodic-annulus-sector.msh // mpirun -np 4 ex1p -m ../../data/periodic-torus-sector.msh // mpirun -np 4 ex1p -m ../../data/square-disc-p2.vtk -o 2 // mpirun -np 4 ex1p -m ../../data/square-disc-nurbs.mesh -o -1 // mpirun -np 4 ex1p -m ../../data/star-mixed-p2.mesh -o 2 // mpirun -np 4 ex1p -m ../../data/disc-nurbs.mesh -o -1 // mpirun -np 4 ex1p -m ../../data/pipe-nurbs.mesh -o -1 // mpirun -np 4 ex1p -m ../../data/ball-nurbs.mesh -o 2 // mpirun -np 4 ex1p -m ../../data/star-surf.mesh // mpirun -np 4 ex1p -m ../../data/square-disc-surf.mesh // mpirun -np 4 ex1p -m ../../data/inline-segment.mesh // mpirun -np 4 ex1p -m ../../data/amr-quad.mesh // mpirun -np 4 ex1p -m ../../data/amr-hex.mesh // mpirun -np 4 ex1p -m ../../data/mobius-strip.mesh // // Description: This example code demonstrates the use of MFEM to define a // simple finite element discretization of the Laplace problem // -Delta u = 1 with homogeneous Dirichlet boundary conditions. // Specifically, we discretize using a FE space of the specified // order, or if order < 1 using an isoparametric/isogeometric // space (i.e. quadratic for quadratic curvilinear mesh, NURBS for // NURBS mesh, etc.) // // The example highlights the use of mesh refinement, finite // element grid functions, as well as linear and bilinear forms // corresponding to the left-hand side and right-hand side of the // discrete linear system. We also cover the explicit elimination // of essential boundary conditions, static condensation, and the // optional connection to the GLVis tool for visualization. #include "mfem.hpp" #include #include #ifndef MFEM_USE_SUPERLU #error This example requires that MFEM is built with MFEM_USE_SUPERLU=YES #endif using namespace std; using namespace mfem; int main(int argc, char *argv[]) { // 1. Initialize MPI and HYPRE. Mpi::Init(argc, argv); int num_procs = Mpi::WorldSize(); int myid = Mpi::WorldRank(); Hypre::Init(); // 2. Parse command-line options. const char *mesh_file = "../../data/star.mesh"; int order = 1; const char *device_config = "cpu"; bool visualization = true; int slu_colperm = 4; int slu_rowperm = 1; int slu_iterref = 2; int slu_npdep = 1; OptionsParser args(argc, argv); args.AddOption(&mesh_file, "-m", "--mesh", "Mesh file to use."); args.AddOption(&order, "-o", "--order", "Finite element order (polynomial degree) or -1 for" " isoparametric space."); args.AddOption(&device_config, "-d", "--device", "Device configuration string, see Device::Configure()."); args.AddOption(&visualization, "-vis", "--visualization", "-no-vis", "--no-visualization", "Enable or disable GLVis visualization."); args.AddOption(&slu_colperm, "-cp", "--colperm", "SuperLU Column Permutation Method: 0-NATURAL, 1-MMD-ATA " "2-MMD_AT_PLUS_A, 3-COLAMD, 4-METIS_AT_PLUS_A, 5-PARMETIS " "6-ZOLTAN"); args.AddOption(&slu_rowperm, "-rp", "--rowperm", "SuperLU Row Permutation Method: 0-NOROWPERM, 1-LargeDiag"); args.AddOption(&slu_iterref, "-ir", "--iterref", "SuperLU Iterative Refinement: 0-NOREFINE, 1-Single, " "2-Double, 3-Extra"); args.AddOption(&slu_npdep, "-npdep", "--npdepth", "Depth of 3D parition for SuperLU (>= 7.2.0)"); args.Parse(); if (!args.Good()) { if (myid == 0) { args.PrintUsage(cout); } return 1; } if (myid == 0) { args.PrintOptions(cout); } // 3. Enable hardware devices such as GPUs, and programming models such as // CUDA, OCCA, RAJA and OpenMP based on command line options. Device device(device_config); if (myid == 0) { device.Print(); } // 4. Read the (serial) mesh from the given mesh file on all processors. We // can handle triangular, quadrilateral, tetrahedral, hexahedral, surface // and volume meshes with the same code. Mesh mesh(mesh_file, 1, 1); int dim = mesh.Dimension(); // 5. Refine the serial mesh on all processors to increase the resolution. In // this example we do 'ref_levels' of uniform refinement. We choose // 'ref_levels' to be the largest number that gives a final mesh with no // more than 1,000 elements. { int ref_levels = (int)floor(log(1000./mesh.GetNE())/log(2.)/dim); for (int l = 0; l < ref_levels; l++) { mesh.UniformRefinement(); } } // 6. Define a parallel mesh by a partitioning of the serial mesh. Refine // this mesh further in parallel to increase the resolution. Once the // parallel mesh is defined, the serial mesh can be deleted. ParMesh pmesh(MPI_COMM_WORLD, mesh); mesh.Clear(); { int par_ref_levels = 2; for (int l = 0; l < par_ref_levels; l++) { pmesh.UniformRefinement(); } } // 7. Define a parallel finite element space on the parallel mesh. Here we // use continuous Lagrange finite elements of the specified order. If // order < 1, we instead use an isoparametric/isogeometric space. FiniteElementCollection *fec; bool delete_fec; if (order > 0) { fec = new H1_FECollection(order, dim); delete_fec = true; } else if (pmesh.GetNodes()) { fec = pmesh.GetNodes()->OwnFEC(); delete_fec = false; if (myid == 0) { cout << "Using isoparametric FEs: " << fec->Name() << endl; } } else { fec = new H1_FECollection(order = 1, dim); delete_fec = true; } ParFiniteElementSpace fespace(&pmesh, fec); HYPRE_BigInt size = fespace.GlobalTrueVSize(); if (myid == 0) { cout << "Number of finite element unknowns: " << size << endl; } // 8. Determine the list of true (i.e. parallel conforming) essential // boundary dofs. In this example, the boundary conditions are defined // by marking all the boundary attributes from the mesh as essential // (Dirichlet) and converting them to a list of true dofs. Array ess_tdof_list; if (pmesh.bdr_attributes.Size()) { Array ess_bdr(pmesh.bdr_attributes.Max()); ess_bdr = 1; fespace.GetEssentialTrueDofs(ess_bdr, ess_tdof_list); } // 9. Set up the parallel linear form b(.) which corresponds to the // right-hand side of the FEM linear system, which in this case is // (1,phi_i) where phi_i are the basis functions in fespace. ParLinearForm b(&fespace); ConstantCoefficient one(1.0); b.AddDomainIntegrator(new DomainLFIntegrator(one)); b.Assemble(); // 10. Define the solution vector x as a parallel finite element grid function // corresponding to fespace. Initialize x with initial guess of zero, // which satisfies the boundary conditions. ParGridFunction x(&fespace); x = 0.0; // 11. Set up the parallel bilinear form a(.,.) on the finite element space // corresponding to the Laplacian operator -Delta, by adding the Diffusion // domain integrator. ParBilinearForm a(&fespace); a.AddDomainIntegrator(new DiffusionIntegrator(one)); // 12. Assemble the parallel bilinear form and the corresponding linear // system, applying any necessary transformations such as: parallel // assembly, eliminating boundary conditions, applying conforming // constraints for non-conforming AMR, static condensation, etc. a.Assemble(); OperatorPtr A; Vector B, X; a.FormLinearSystem(ess_tdof_list, x, b, A, X, B); // 13. Solve the linear system A X = B utilizing SuperLU. SuperLUSolver *superlu = new SuperLUSolver(MPI_COMM_WORLD, slu_npdep); Operator *SLU_A = new SuperLURowLocMatrix(*A.As()); superlu->SetPrintStatistics(true); superlu->SetSymmetricPattern(false); if (slu_colperm == 0) { superlu->SetColumnPermutation(superlu::NATURAL); } else if (slu_colperm == 1) { superlu->SetColumnPermutation(superlu::MMD_ATA); } else if (slu_colperm == 2) { superlu->SetColumnPermutation(superlu::MMD_AT_PLUS_A); } else if (slu_colperm == 3) { superlu->SetColumnPermutation(superlu::COLAMD); } else if (slu_colperm == 4) { superlu->SetColumnPermutation(superlu::METIS_AT_PLUS_A); } else if (slu_colperm == 5) { superlu->SetColumnPermutation(superlu::PARMETIS); } else if (slu_colperm == 6) { superlu->SetColumnPermutation(superlu::ZOLTAN); } if (slu_rowperm == 0) { superlu->SetRowPermutation(superlu::NOROWPERM); } else if (slu_rowperm == 1) { #ifdef MFEM_USE_SUPERLU5 superlu->SetRowPermutation(superlu::LargeDiag); #else superlu->SetRowPermutation(superlu::LargeDiag_MC64); #endif } if (slu_iterref == 0) { superlu->SetIterativeRefine(superlu::NOREFINE); } else if (slu_iterref == 1) { superlu->SetIterativeRefine(superlu::SLU_SINGLE); } else if (slu_iterref == 2) { superlu->SetIterativeRefine(superlu::SLU_DOUBLE); } else if (slu_iterref == 3) { superlu->SetIterativeRefine(superlu::SLU_EXTRA); } superlu->SetOperator(*SLU_A); superlu->SetPrintStatistics(true); superlu->Mult(B, X); delete superlu; delete SLU_A; // 14. Recover the parallel grid function corresponding to X. This is the // local finite element solution on each processor. a.RecoverFEMSolution(X, b, x); // 15. Save the refined mesh and the solution in parallel. This output can // be viewed later using GLVis: "glvis -np -m mesh -g sol". { ostringstream mesh_name, sol_name; mesh_name << "mesh." << setfill('0') << setw(6) << myid; sol_name << "sol." << setfill('0') << setw(6) << myid; ofstream mesh_ofs(mesh_name.str().c_str()); mesh_ofs.precision(8); pmesh.Print(mesh_ofs); ofstream sol_ofs(sol_name.str().c_str()); sol_ofs.precision(8); x.Save(sol_ofs); } // 16. Send the solution by socket to a GLVis server. if (visualization) { char vishost[] = "localhost"; int visport = 19916; socketstream sol_sock(vishost, visport); sol_sock << "parallel " << num_procs << " " << myid << "\n"; sol_sock.precision(8); sol_sock << "solution\n" << pmesh << x << flush; } // 17. Free the used memory. if (delete_fec) { delete fec; } return 0; }