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mfem/tests/unit/linalg/test_matrix_hypre.cpp
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// 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 "mfem.hpp"
#include "general/forall.hpp"
#include "unit_tests.hpp"
namespace mfem
{
#ifdef MFEM_USE_MPI
TEST_CASE("HypreParMatrixAbsMult", "[Parallel], [HypreParMatrixAbsMult]")
{
int rank;
MPI_Comm_rank(MPI_COMM_WORLD, &rank);
int dim = 2;
int ne = 4;
for (int order = 1; order <= 3; ++order)
{
Mesh mesh = Mesh::MakeCartesian2D(
ne, ne, Element::QUADRILATERAL, 1, 1.0, 1.0);
ParMesh *pmesh = new ParMesh(MPI_COMM_WORLD, mesh);
mesh.Clear();
FiniteElementCollection *hdiv_coll(new RT_FECollection(order, dim));
FiniteElementCollection *l2_coll(new L2_FECollection(order, dim));
ParFiniteElementSpace R_space(pmesh, hdiv_coll);
ParFiniteElementSpace W_space(pmesh, l2_coll);
int n = R_space.GetTrueVSize();
int m = W_space.GetTrueVSize();
ParMixedBilinearForm a(&R_space, &W_space);
a.AddDomainIntegrator(new VectorFEDivergenceIntegrator);
a.Assemble();
a.Finalize();
HypreParMatrix *A = a.ParallelAssemble();
HypreParMatrix *Aabs = new HypreParMatrix(*A);
hypre_ParCSRMatrix * AparCSR = *Aabs;
int nnzd = AparCSR->diag->num_nonzeros;
#if !defined(HYPRE_USING_GPU)
for (int j = 0; j < nnzd; j++)
{
AparCSR->diag->data[j] = fabs(AparCSR->diag->data[j]);
}
#else
Aabs->HypreReadWrite();
double *d_diag_data = AparCSR->diag->data;
MFEM_GPU_FORALL(i, nnzd,
{
d_diag_data[i] = fabs(d_diag_data[i]);
});
#endif
int nnzoffd = AparCSR->offd->num_nonzeros;
#if !defined(HYPRE_USING_GPU)
for (int j = 0; j < nnzoffd; j++)
{
AparCSR->offd->data[j] = fabs(AparCSR->offd->data[j]);
}
#else
double *d_offd_data = AparCSR->offd->data;
MFEM_GPU_FORALL(i, nnzoffd,
{
d_offd_data[i] = fabs(d_offd_data[i]);
});
#endif
Vector X0(n), X1(n);
Vector Y0(m), Y1(m);
X0.Randomize();
Y0.Randomize(1);
Y1.Randomize(1);
A->AbsMult(3.4,X0,-2.3,Y0);
Aabs->Mult(3.4,X0,-2.3,Y1);
Y1 -=Y0;
double error = Y1.Norml2();
mfem::out << "Testing AbsMult: order: " << order
<< ", error norm on rank "
<< rank << ": " << error << std::endl;
REQUIRE(error == MFEM_Approx(0.0));
MPI_Barrier(MPI_COMM_WORLD);
Y0.Randomize();
X0.Randomize(1);
X1.Randomize(1);
A->AbsMultTranspose(3.4,Y0,-2.3,X0);
Aabs->MultTranspose(3.4,Y0,-2.3,X1);
X1 -=X0;
error = X1.Norml1();
mfem::out << "Testing AbsMultT: order: " << order
<< ", error norm on rank "
<< rank << ": " << error << std::endl;
REQUIRE(error == MFEM_Approx(0.0));
delete A;
delete Aabs;
delete hdiv_coll;
delete l2_coll;
delete pmesh;
}
}
#endif // MFEM_USE_MPI
} // namespace mfem