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mfem/tests/unit/linalg/test_matrix_hypre.cpp
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2025-12-04 16:49:09 -08:00

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// Copyright (c) 2010-2025, 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 "unit_tests.hpp"
namespace mfem
{
#ifdef MFEM_USE_MPI
TEST_CASE("HypreParMatrixWrapConstructors-SyncChecks", "[Parallel], [GPU]")
{
const int dim = 2;
const int n1d = 6;
const int p = 2;
Mesh smesh = Mesh::MakeCartesian2D(n1d, n1d, Element::QUADRILATERAL);
ParMesh mesh(MPI_COMM_WORLD, smesh);
smesh.Clear();
SECTION("SquareBlockDiagWrapConstructor")
{
H1_FECollection fec(p, dim);
ParFiniteElementSpace fespace(&mesh, &fec);
ParBilinearForm a(&fespace);
a.AddDomainIntegrator(new MassIntegrator);
a.Assemble();
a.Finalize();
SparseMatrix &spmat = a.SpMat();
const int height = spmat.Height();
const int nnz = spmat.NumNonZeroElems();
// Create a square block diagonal HypreParMatrix with blocks corresponding
// to the local sparse matrices, spmat. The constructed HypreParMatrix
// reuses the I, J and data arrays of spmat (with some exceptions).
// The constructor will also permute the entries of its J and data arrays
// to ensure that the diagonal entry is first in every row.
HypreParMatrix hpmat(mesh.GetComm(),
fespace.GlobalVSize(),
fespace.GetDofOffsets(),
&spmat);
// Verify that spmat's arrays are not out of sync:
REQUIRE(spmat.GetMemoryI().CompareHostAndDevice(height+1) == 0);
REQUIRE(spmat.GetMemoryJ().CompareHostAndDevice(nnz) == 0);
REQUIRE(spmat.GetMemoryData().CompareHostAndDevice(nnz) == 0);
}
SECTION("RectangularBlockDiagWrapConstructor")
{
H1_FECollection fec(p, dim);
ParFiniteElementSpace fespace(&mesh, &fec);
ParBilinearForm a(&fespace);
a.AddDomainIntegrator(new MassIntegrator);
a.Assemble();
a.Finalize();
SparseMatrix &spmat = a.SpMat();
const int height = spmat.Height();
const int nnz = spmat.NumNonZeroElems();
// Create a rectangular block diagonal HypreParMatrix with blocks
// corresponding to the local sparse matrices, spmat. The constructed
// HypreParMatrix reuses the I, J and data arrays of spmat (with some
// exceptions).
// When the row and column offsets are the same pointer, the constructor
// will also permute the entries of its J and data arrays to ensure that
// the diagonal entry is first in every row.
HypreParMatrix hpmat(mesh.GetComm(),
fespace.GlobalVSize(), // num rows
fespace.GlobalVSize(), // num cols
fespace.GetDofOffsets(), // row offsets
fespace.GetDofOffsets(), // col offsets
&spmat);
// Verify that spmat's arrays are not out of sync:
REQUIRE(spmat.GetMemoryI().CompareHostAndDevice(height+1) == 0);
REQUIRE(spmat.GetMemoryJ().CompareHostAndDevice(nnz) == 0);
REQUIRE(spmat.GetMemoryData().CompareHostAndDevice(nnz) == 0);
}
SECTION("RectangularDiagOffdWrapConstructor")
{
H1_FECollection fec(p, dim);
ParFiniteElementSpace fespace(&mesh, &fec);
ParBilinearForm a(&fespace);
a.AddDomainIntegrator(new MassIntegrator);
a.Assemble();
a.Finalize();
SparseMatrix &diag = a.SpMat();
const int height = diag.Height();
const int nnz = diag.NumNonZeroElems();
SparseMatrix offd(height, 0, 0); // height x 0 matrix
HYPRE_BigInt cmap = 0;
// Create a rectangular HypreParMatrix with diagonal blocks corresponding
// to the local sparse matrices, diag, and zero off-diagonal block, offd.
// The constructed HypreParMatrix reuses the I, J and data arrays of diag
// and offd (with some exceptions).
// When the row and column offsets are the same pointer, the constructor
// will also permute the entries of its block diagonal's J and data arrays
// to ensure that the diagonal entry is first in every row.
HypreParMatrix hpmat(mesh.GetComm(),
fespace.GlobalVSize(), // num rows
fespace.GlobalVSize(), // num cols
fespace.GetDofOffsets(), // row offsets
fespace.GetDofOffsets(), // col offsets
&diag,
&offd,
&cmap,
false);
// Verify that diag's arrays are not out of sync:
REQUIRE(diag.GetMemoryI().CompareHostAndDevice(height+1) == 0);
REQUIRE(diag.GetMemoryJ().CompareHostAndDevice(nnz) == 0);
REQUIRE(diag.GetMemoryData().CompareHostAndDevice(nnz) == 0);
}
SECTION("BooleanRectangularBlockDiagWrapConstructor")
{
H1_FECollection fec(p, dim);
ParFiniteElementSpace fespace(&mesh, &fec);
const Table &el_dof = fespace.GetElementToDofTable();
Table el_dof_t;
Transpose(el_dof, el_dof_t, fespace.GetNDofs());
Table dof_dof;
Mult(el_dof_t, el_dof, dof_dof);
const int height = dof_dof.Size();
const int nnz = dof_dof.Size_of_connections();
// Create a Boolean rectangular block diagonal HypreParMatrix with blocks
// corresponding to the local Table dof_dof. The constructed
// HypreParMatrix reuses the I and J arrays of dof_dof (with some
// exceptions).
// When the row and column offsets are the same pointer, the constructor
// will also permute the entries of its J and data arrays to ensure that
// the diagonal entry is first in every row.
HypreParMatrix hpm(mesh.GetComm(),
fespace.GlobalVSize(), // num rows
fespace.GlobalVSize(), // num cols
fespace.GetDofOffsets(), // row offsets
fespace.GetDofOffsets(), // col offsets
&dof_dof);
// Verify that dof_dof's arrays are not out of sync:
REQUIRE(dof_dof.GetIMemory().CompareHostAndDevice(height+1) == 0);
REQUIRE(dof_dof.GetJMemory().CompareHostAndDevice(nnz) == 0);
}
}
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;
Aabs->HypreReadWrite();
int nnzd = AparCSR->diag->num_nonzeros;
real_t *d_diag_data = AparCSR->diag->data;
mfem::hypre_forall(nnzd, [=] MFEM_HOST_DEVICE (int i)
{
d_diag_data[i] = fabs(d_diag_data[i]);
});
int nnzoffd = AparCSR->offd->num_nonzeros;
real_t *d_offd_data = AparCSR->offd->data;
mfem::hypre_forall(nnzoffd, [=] MFEM_HOST_DEVICE (int i)
{
d_offd_data[i] = fabs(d_offd_data[i]);
});
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