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mfem/fem/bilinearform_ext.cpp
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// Copyright (c) 2010-2020, 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.
// Implementations of classes FABilinearFormExtension, EABilinearFormExtension,
// PABilinearFormExtension and MFBilinearFormExtension.
#include "../general/forall.hpp"
#include "bilinearform.hpp"
#include "libceed/ceed.hpp"
namespace mfem
{
BilinearFormExtension::BilinearFormExtension(BilinearForm *form)
: Operator(form->Size()), a(form)
{
// empty
}
const Operator *BilinearFormExtension::GetProlongation() const
{
return a->GetProlongation();
}
const Operator *BilinearFormExtension::GetRestriction() const
{
return a->GetRestriction();
}
// Data and methods for partially-assembled bilinear forms
PABilinearFormExtension::PABilinearFormExtension(BilinearForm *form)
: BilinearFormExtension(form),
trialFes(a->FESpace()),
testFes(a->FESpace())
{
elem_restrict = NULL;
int_face_restrict_lex = NULL;
bdr_face_restrict_lex = NULL;
}
void PABilinearFormExtension::SetupRestrictionOperators(const L2FaceValues m)
{
ElementDofOrdering ordering = UsesTensorBasis(*a->FESpace())?
ElementDofOrdering::LEXICOGRAPHIC:
ElementDofOrdering::NATIVE;
elem_restrict = trialFes->GetElementRestriction(ordering);
if (elem_restrict)
{
localX.SetSize(elem_restrict->Height(), Device::GetDeviceMemoryType());
localY.SetSize(elem_restrict->Height(), Device::GetDeviceMemoryType());
localY.UseDevice(true); // ensure 'localY = 0.0' is done on device
}
// Construct face restriction operators only if the bilinear form has
// interior or boundary face integrators
if (int_face_restrict_lex == NULL && a->GetFBFI()->Size() > 0)
{
int_face_restrict_lex = trialFes->GetFaceRestriction(
ElementDofOrdering::LEXICOGRAPHIC,
FaceType::Interior);
faceIntX.SetSize(int_face_restrict_lex->Height(), Device::GetMemoryType());
faceIntY.SetSize(int_face_restrict_lex->Height(), Device::GetMemoryType());
faceIntY.UseDevice(true); // ensure 'faceIntY = 0.0' is done on device
}
if (bdr_face_restrict_lex == NULL && a->GetBFBFI()->Size() > 0)
{
bdr_face_restrict_lex = trialFes->GetFaceRestriction(
ElementDofOrdering::LEXICOGRAPHIC,
FaceType::Boundary,
m);
faceBdrX.SetSize(bdr_face_restrict_lex->Height(), Device::GetMemoryType());
faceBdrY.SetSize(bdr_face_restrict_lex->Height(), Device::GetMemoryType());
faceBdrY.UseDevice(true); // ensure 'faceBoundY = 0.0' is done on device
}
}
void PABilinearFormExtension::Assemble()
{
SetupRestrictionOperators(L2FaceValues::DoubleValued);
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int integratorCount = integrators.Size();
for (int i = 0; i < integratorCount; ++i)
{
integrators[i]->AssemblePA(*a->FESpace());
}
Array<BilinearFormIntegrator*> &intFaceIntegrators = *a->GetFBFI();
const int intFaceIntegratorCount = intFaceIntegrators.Size();
for (int i = 0; i < intFaceIntegratorCount; ++i)
{
intFaceIntegrators[i]->AssemblePAInteriorFaces(*a->FESpace());
}
Array<BilinearFormIntegrator*> &bdrFaceIntegrators = *a->GetBFBFI();
const int boundFaceIntegratorCount = bdrFaceIntegrators.Size();
for (int i = 0; i < boundFaceIntegratorCount; ++i)
{
bdrFaceIntegrators[i]->AssemblePABoundaryFaces(*a->FESpace());
}
}
void PABilinearFormExtension::AssembleDiagonal(Vector &y) const
{
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int iSz = integrators.Size();
if (elem_restrict)
{
localY = 0.0;
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AssembleDiagonalPA(localY);
}
const ElementRestriction* H1elem_restrict =
dynamic_cast<const ElementRestriction*>(elem_restrict);
if (H1elem_restrict)
{
H1elem_restrict->MultTransposeUnsigned(localY, y);
}
else
{
elem_restrict->MultTranspose(localY, y);
}
}
else
{
y.UseDevice(true); // typically this is a large vector, so store on device
y = 0.0;
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AssembleDiagonalPA(y);
}
}
}
void PABilinearFormExtension::Update()
{
FiniteElementSpace *fes = a->FESpace();
height = width = fes->GetVSize();
trialFes = fes;
testFes = fes;
elem_restrict = nullptr;
int_face_restrict_lex = nullptr;
bdr_face_restrict_lex = nullptr;
}
void PABilinearFormExtension::FormSystemMatrix(const Array<int> &ess_tdof_list,
OperatorHandle &A)
{
Operator *oper;
Operator::FormSystemOperator(ess_tdof_list, oper);
A.Reset(oper); // A will own oper
}
void PABilinearFormExtension::FormLinearSystem(const Array<int> &ess_tdof_list,
Vector &x, Vector &b,
OperatorHandle &A,
Vector &X, Vector &B,
int copy_interior)
{
Operator *oper;
Operator::FormLinearSystem(ess_tdof_list, x, b, oper, X, B, copy_interior);
A.Reset(oper); // A will own oper
}
void PABilinearFormExtension::Mult(const Vector &x, Vector &y) const
{
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int iSz = integrators.Size();
if (DeviceCanUseCeed() || !elem_restrict)
{
y.UseDevice(true); // typically this is a large vector, so store on device
y = 0.0;
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AddMultPA(x, y);
}
}
else
{
elem_restrict->Mult(x, localX);
localY = 0.0;
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AddMultPA(localX, localY);
}
elem_restrict->MultTranspose(localY, y);
}
Array<BilinearFormIntegrator*> &intFaceIntegrators = *a->GetFBFI();
const int iFISz = intFaceIntegrators.Size();
if (int_face_restrict_lex && iFISz>0)
{
int_face_restrict_lex->Mult(x, faceIntX);
if (faceIntX.Size()>0)
{
faceIntY = 0.0;
for (int i = 0; i < iFISz; ++i)
{
intFaceIntegrators[i]->AddMultPA(faceIntX, faceIntY);
}
int_face_restrict_lex->MultTranspose(faceIntY, y);
}
}
Array<BilinearFormIntegrator*> &bdrFaceIntegrators = *a->GetBFBFI();
const int bFISz = bdrFaceIntegrators.Size();
if (bdr_face_restrict_lex && bFISz>0)
{
bdr_face_restrict_lex->Mult(x, faceBdrX);
if (faceBdrX.Size()>0)
{
faceBdrY = 0.0;
for (int i = 0; i < bFISz; ++i)
{
bdrFaceIntegrators[i]->AddMultPA(faceBdrX, faceBdrY);
}
bdr_face_restrict_lex->MultTranspose(faceBdrY, y);
}
}
}
void PABilinearFormExtension::MultTranspose(const Vector &x, Vector &y) const
{
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int iSz = integrators.Size();
if (elem_restrict)
{
elem_restrict->Mult(x, localX);
localY = 0.0;
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AddMultTransposePA(localX, localY);
}
elem_restrict->MultTranspose(localY, y);
}
else
{
y.UseDevice(true);
y = 0.0;
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AddMultTransposePA(x, y);
}
}
Array<BilinearFormIntegrator*> &intFaceIntegrators = *a->GetFBFI();
const int iFISz = intFaceIntegrators.Size();
if (int_face_restrict_lex && iFISz>0)
{
int_face_restrict_lex->Mult(x, faceIntX);
if (faceIntX.Size()>0)
{
faceIntY = 0.0;
for (int i = 0; i < iFISz; ++i)
{
intFaceIntegrators[i]->AddMultTransposePA(faceIntX, faceIntY);
}
int_face_restrict_lex->MultTranspose(faceIntY, y);
}
}
Array<BilinearFormIntegrator*> &bdrFaceIntegrators = *a->GetBFBFI();
const int bFISz = bdrFaceIntegrators.Size();
if (bdr_face_restrict_lex && bFISz>0)
{
bdr_face_restrict_lex->Mult(x, faceBdrX);
if (faceBdrX.Size()>0)
{
faceBdrY = 0.0;
for (int i = 0; i < bFISz; ++i)
{
bdrFaceIntegrators[i]->AddMultTransposePA(faceBdrX, faceBdrY);
}
bdr_face_restrict_lex->MultTranspose(faceBdrY, y);
}
}
}
// Data and methods for element-assembled bilinear forms
EABilinearFormExtension::EABilinearFormExtension(BilinearForm *form)
: PABilinearFormExtension(form)
{
}
void EABilinearFormExtension::Assemble()
{
SetupRestrictionOperators(L2FaceValues::SingleValued);
ne = trialFes->GetMesh()->GetNE();
elemDofs = trialFes->GetFE(0)->GetDof();
ea_data.SetSize(ne*elemDofs*elemDofs, Device::GetMemoryType());
ea_data.UseDevice(true);
ea_data = 0.0;
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int integratorCount = integrators.Size();
for (int i = 0; i < integratorCount; ++i)
{
integrators[i]->AssembleEA(*a->FESpace(), ea_data);
}
faceDofs = trialFes ->
GetTraceElement(0, trialFes->GetMesh()->GetFaceBaseGeometry(0)) ->
GetDof();
Array<BilinearFormIntegrator*> &intFaceIntegrators = *a->GetFBFI();
const int intFaceIntegratorCount = intFaceIntegrators.Size();
if (intFaceIntegratorCount>0)
{
nf_int = trialFes->GetNFbyType(FaceType::Interior);
ea_data_int.SetSize(2*nf_int*faceDofs*faceDofs, Device::GetMemoryType());
ea_data_ext.SetSize(2*nf_int*faceDofs*faceDofs, Device::GetMemoryType());
ea_data_int = 0.0;
ea_data_ext = 0.0;
}
for (int i = 0; i < intFaceIntegratorCount; ++i)
{
intFaceIntegrators[i]->AssembleEAInteriorFaces(*a->FESpace(),
ea_data_int,
ea_data_ext);
}
Array<BilinearFormIntegrator*> &bdrFaceIntegrators = *a->GetBFBFI();
const int boundFaceIntegratorCount = bdrFaceIntegrators.Size();
if (boundFaceIntegratorCount>0)
{
nf_bdr = trialFes->GetNFbyType(FaceType::Boundary);
ea_data_bdr.SetSize(nf_bdr*faceDofs*faceDofs, Device::GetMemoryType());
ea_data_bdr = 0.0;
}
for (int i = 0; i < boundFaceIntegratorCount; ++i)
{
bdrFaceIntegrators[i]->AssembleEABoundaryFaces(*a->FESpace(),ea_data_bdr);
}
}
void EABilinearFormExtension::Mult(const Vector &x, Vector &y) const
{
// Apply the Element Restriction
const bool useRestrict = !DeviceCanUseCeed() && elem_restrict;
if (!useRestrict)
{
y.UseDevice(true); // typically this is a large vector, so store on device
y = 0.0;
}
else
{
elem_restrict->Mult(x, localX);
localY = 0.0;
}
// Apply the Element Matrices
const int NDOFS = elemDofs;
auto X = Reshape(useRestrict?localX.Read():x.Read(), NDOFS, ne);
auto Y = Reshape(useRestrict?localY.ReadWrite():y.ReadWrite(), NDOFS, ne);
auto A = Reshape(ea_data.Read(), NDOFS, NDOFS, ne);
MFEM_FORALL(glob_j, ne*NDOFS,
{
const int e = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A(i, j, e)*X(i, e);
}
Y(j, e) += res;
});
// Apply the Element Restriction transposed
if (useRestrict)
{
elem_restrict->MultTranspose(localY, y);
}
// Treatment of interior faces
Array<BilinearFormIntegrator*> &intFaceIntegrators = *a->GetFBFI();
const int iFISz = intFaceIntegrators.Size();
if (int_face_restrict_lex && iFISz>0)
{
// Apply the Interior Face Restriction
int_face_restrict_lex->Mult(x, faceIntX);
if (faceIntX.Size()>0)
{
faceIntY = 0.0;
// Apply the interior face matrices
const int NDOFS = faceDofs;
auto X = Reshape(faceIntX.Read(), NDOFS, 2, nf_int);
auto Y = Reshape(faceIntY.ReadWrite(), NDOFS, 2, nf_int);
auto A_int = Reshape(ea_data_int.Read(), NDOFS, NDOFS, 2, nf_int);
MFEM_FORALL(glob_j, nf_int*NDOFS,
{
const int f = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_int(i, j, 0, f)*X(i, 0, f);
}
Y(j, 0, f) += res;
res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_int(i, j, 1, f)*X(i, 1, f);
}
Y(j, 1, f) += res;
});
auto A_ext = Reshape(ea_data_ext.Read(), NDOFS, NDOFS, 2, nf_int);
MFEM_FORALL(glob_j, nf_int*NDOFS,
{
const int f = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_ext(i, j, 0, f)*X(i, 0, f);
}
Y(j, 1, f) += res;
res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_ext(i, j, 1, f)*X(i, 1, f);
}
Y(j, 0, f) += res;
});
// Apply the Interior Face Restriction transposed
int_face_restrict_lex->MultTranspose(faceIntY, y);
}
}
// Treatment of boundary faces
Array<BilinearFormIntegrator*> &bdrFaceIntegrators = *a->GetBFBFI();
const int bFISz = bdrFaceIntegrators.Size();
if (bdr_face_restrict_lex && bFISz>0)
{
// Apply the Boundary Face Restriction
bdr_face_restrict_lex->Mult(x, faceBdrX);
if (faceBdrX.Size()>0)
{
faceBdrY = 0.0;
// Apply the boundary face matrices
const int NDOFS = faceDofs;
auto X = Reshape(faceBdrX.Read(), NDOFS, nf_bdr);
auto Y = Reshape(faceBdrY.ReadWrite(), NDOFS, nf_bdr);
auto A = Reshape(ea_data_bdr.Read(), NDOFS, NDOFS, nf_bdr);
MFEM_FORALL(glob_j, nf_bdr*NDOFS,
{
const int f = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A(i, j, f)*X(i, f);
}
Y(j, f) += res;
});
// Apply the Boundary Face Restriction transposed
bdr_face_restrict_lex->MultTranspose(faceBdrY, y);
}
}
}
void EABilinearFormExtension::MultTranspose(const Vector &x, Vector &y) const
{
// Apply the Element Restriction
const bool useRestrict = DeviceCanUseCeed() || !elem_restrict;
if (!useRestrict)
{
y.UseDevice(true); // typically this is a large vector, so store on device
y = 0.0;
}
else
{
elem_restrict->Mult(x, localX);
localY = 0.0;
}
// Apply the Element Matrices transposed
const int NDOFS = elemDofs;
auto X = Reshape(useRestrict?localX.Read():x.Read(), NDOFS, ne);
auto Y = Reshape(useRestrict?localY.ReadWrite():y.ReadWrite(), NDOFS, ne);
auto A = Reshape(ea_data.Read(), NDOFS, NDOFS, ne);
MFEM_FORALL(glob_j, ne*NDOFS,
{
const int e = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A(j, i, e)*X(i, e);
}
Y(j, e) += res;
});
// Apply the Element Restriction transposed
if (useRestrict)
{
elem_restrict->MultTranspose(localY, y);
}
// Treatment of interior faces
Array<BilinearFormIntegrator*> &intFaceIntegrators = *a->GetFBFI();
const int iFISz = intFaceIntegrators.Size();
if (int_face_restrict_lex && iFISz>0)
{
// Apply the Interior Face Restriction
int_face_restrict_lex->Mult(x, faceIntX);
if (faceIntX.Size()>0)
{
faceIntY = 0.0;
// Apply the interior face matrices transposed
const int NDOFS = faceDofs;
auto X = Reshape(faceIntX.Read(), NDOFS, 2, nf_int);
auto Y = Reshape(faceIntY.ReadWrite(), NDOFS, 2, nf_int);
auto A_int = Reshape(ea_data_int.Read(), NDOFS, NDOFS, 2, nf_int);
MFEM_FORALL(glob_j, nf_int*NDOFS,
{
const int f = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_int(j, i, 0, f)*X(i, 0, f);
}
Y(j, 0, f) += res;
res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_int(j, i, 1, f)*X(i, 1, f);
}
Y(j, 1, f) += res;
});
auto A_ext = Reshape(ea_data_ext.Read(), NDOFS, NDOFS, 2, nf_int);
MFEM_FORALL(glob_j, nf_int*NDOFS,
{
const int f = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_ext(j, i, 0, f)*X(i, 0, f);
}
Y(j, 1, f) += res;
res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A_ext(j, i, 1, f)*X(i, 1, f);
}
Y(j, 0, f) += res;
});
// Apply the Interior Face Restriction transposed
int_face_restrict_lex->MultTranspose(faceIntY, y);
}
}
// Treatment of boundary faces
Array<BilinearFormIntegrator*> &bdrFaceIntegrators = *a->GetBFBFI();
const int bFISz = bdrFaceIntegrators.Size();
if (bdr_face_restrict_lex && bFISz>0)
{
// Apply the Boundary Face Restriction
bdr_face_restrict_lex->Mult(x, faceBdrX);
if (faceBdrX.Size()>0)
{
faceBdrY = 0.0;
// Apply the boundary face matrices transposed
const int NDOFS = faceDofs;
auto X = Reshape(faceBdrX.Read(), NDOFS, nf_bdr);
auto Y = Reshape(faceBdrY.ReadWrite(), NDOFS, nf_bdr);
auto A = Reshape(ea_data_bdr.Read(), NDOFS, NDOFS, nf_bdr);
MFEM_FORALL(glob_j, nf_bdr*NDOFS,
{
const int f = glob_j/NDOFS;
const int j = glob_j%NDOFS;
double res = 0.0;
for (int i = 0; i < NDOFS; i++)
{
res += A(j, i, f)*X(i, f);
}
Y(j, f) += res;
});
// Apply the Boundary Face Restriction transposed
bdr_face_restrict_lex->MultTranspose(faceBdrY, y);
}
}
}
MixedBilinearFormExtension::MixedBilinearFormExtension(MixedBilinearForm *form)
: Operator(form->Height(), form->Width()), a(form)
{
// empty
}
const Operator *MixedBilinearFormExtension::GetProlongation() const
{
return a->GetProlongation();
}
const Operator *MixedBilinearFormExtension::GetRestriction() const
{
return a->GetRestriction();
}
const Operator *MixedBilinearFormExtension::GetOutputProlongation() const
{
return a->GetOutputProlongation();
}
const Operator *MixedBilinearFormExtension::GetOutputRestriction() const
{
return a->GetOutputRestriction();
}
// Data and methods for partially-assembled bilinear forms
PAMixedBilinearFormExtension::PAMixedBilinearFormExtension(
MixedBilinearForm *form)
: MixedBilinearFormExtension(form),
trialFes(form->TrialFESpace()),
testFes(form->TestFESpace()),
elem_restrict_trial(NULL),
elem_restrict_test(NULL)
{
Update();
}
void PAMixedBilinearFormExtension::Assemble()
{
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int integratorCount = integrators.Size();
for (int i = 0; i < integratorCount; ++i)
{
integrators[i]->AssemblePA(*trialFes, *testFes);
}
}
void PAMixedBilinearFormExtension::Update()
{
trialFes = a->TrialFESpace();
testFes = a->TestFESpace();
height = testFes->GetVSize();
width = trialFes->GetVSize();
elem_restrict_trial = trialFes->GetElementRestriction(
ElementDofOrdering::LEXICOGRAPHIC);
elem_restrict_test = testFes->GetElementRestriction(
ElementDofOrdering::LEXICOGRAPHIC);
if (elem_restrict_trial)
{
localTrial.UseDevice(true);
localTrial.SetSize(elem_restrict_trial->Height(),
Device::GetMemoryType());
}
if (elem_restrict_test)
{
localTest.UseDevice(true); // ensure 'localY = 0.0' is done on device
localTest.SetSize(elem_restrict_test->Height(), Device::GetMemoryType());
}
}
void PAMixedBilinearFormExtension::FormRectangularSystemOperator(
const Array<int> &trial_tdof_list,
const Array<int> &test_tdof_list,
OperatorHandle &A)
{
Operator * oper;
Operator::FormRectangularSystemOperator(trial_tdof_list, test_tdof_list,
oper);
A.Reset(oper); // A will own oper
}
void PAMixedBilinearFormExtension::FormRectangularLinearSystem(
const Array<int> &trial_tdof_list,
const Array<int> &test_tdof_list,
Vector &x, Vector &b,
OperatorHandle &A,
Vector &X, Vector &B)
{
Operator *oper;
Operator::FormRectangularLinearSystem(trial_tdof_list, test_tdof_list, x, b,
oper, X, B);
A.Reset(oper); // A will own oper
}
void PAMixedBilinearFormExtension::SetupMultInputs(
const Operator *elem_restrict_x,
const Vector &x,
Vector &localX,
const Operator *elem_restrict_y,
Vector &y,
Vector &localY,
const double c) const
{
// * G operation: localX = c*local(x)
if (elem_restrict_x)
{
elem_restrict_x->Mult(x, localX);
if (c != 1.0)
{
localX *= c;
}
}
else
{
if (c == 1.0)
{
localX.SyncAliasMemory(x);
}
else
{
localX.Set(c, x);
}
}
if (elem_restrict_y)
{
localY = 0.0;
}
else
{
y.UseDevice(true);
localY.SyncAliasMemory(y);
}
}
void PAMixedBilinearFormExtension::Mult(const Vector &x, Vector &y) const
{
y = 0.0;
AddMult(x, y);
}
void PAMixedBilinearFormExtension::AddMult(const Vector &x, Vector &y,
const double c) const
{
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int iSz = integrators.Size();
// * G operation
SetupMultInputs(elem_restrict_trial, x, localTrial,
elem_restrict_test, y, localTest, c);
// * B^TDB operation
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AddMultPA(localTrial, localTest);
}
// * G^T operation
if (elem_restrict_test)
{
tempY.SetSize(y.Size());
elem_restrict_test->MultTranspose(localTest, tempY);
y += tempY;
}
}
void PAMixedBilinearFormExtension::MultTranspose(const Vector &x,
Vector &y) const
{
y = 0.0;
AddMultTranspose(x, y);
}
void PAMixedBilinearFormExtension::AddMultTranspose(const Vector &x, Vector &y,
const double c) const
{
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int iSz = integrators.Size();
// * G operation
SetupMultInputs(elem_restrict_test, x, localTest,
elem_restrict_trial, y, localTrial, c);
// * B^TD^TB operation
for (int i = 0; i < iSz; ++i)
{
integrators[i]->AddMultTransposePA(localTest, localTrial);
}
// * G^T operation
if (elem_restrict_trial)
{
tempY.SetSize(y.Size());
elem_restrict_trial->MultTranspose(localTrial, tempY);
y += tempY;
}
}
void PAMixedBilinearFormExtension::AssembleDiagonal_ADAt(const Vector &D,
Vector &diag) const
{
Array<BilinearFormIntegrator*> &integrators = *a->GetDBFI();
const int iSz = integrators.Size();
if (elem_restrict_trial)
{
const ElementRestriction* H1elem_restrict_trial =
dynamic_cast<const ElementRestriction*>(elem_restrict_trial);
if (H1elem_restrict_trial)
{
H1elem_restrict_trial->MultUnsigned(D, localTrial);
}
else
{
elem_restrict_trial->Mult(D, localTrial);
}
}
if (elem_restrict_test)
{
localTest = 0.0;
for (int i = 0; i < iSz; ++i)
{
if (elem_restrict_trial)
{
integrators[i]->AssembleDiagonalPA_ADAt(localTrial, localTest);
}
else
{
integrators[i]->AssembleDiagonalPA_ADAt(D, localTest);
}
}
const ElementRestriction* H1elem_restrict_test =
dynamic_cast<const ElementRestriction*>(elem_restrict_test);
if (H1elem_restrict_test)
{
H1elem_restrict_test->MultTransposeUnsigned(localTest, diag);
}
else
{
elem_restrict_test->MultTranspose(localTest, diag);
}
}
else
{
diag.UseDevice(true); // typically this is a large vector, so store on device
diag = 0.0;
for (int i = 0; i < iSz; ++i)
{
if (elem_restrict_trial)
{
integrators[i]->AssembleDiagonalPA_ADAt(localTrial, diag);
}
else
{
integrators[i]->AssembleDiagonalPA_ADAt(D, diag);
}
}
}
}
} // namespace mfem