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mfem/examples/superlu/ex1p.cpp
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// 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 Poisson 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 <fstream>
#include <iostream>
#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<int> ess_tdof_list;
if (pmesh.bdr_attributes.Size())
{
Array<int> 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<HypreParMatrix>());
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 <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;
}