--- /dev/null
+New: add parallel::distributed::BlockVector::mmult(const BlockVector &, const FullMatrixType &)
+and parallel::distributed::BlockVector::multivector_inner_product_with_metric(const FullMatrixType &, const BlockVector &V, const bool) const
+to operate on multivectors with a metric tensor.
+<br>
+(Denis Davydov, 2018/02/10)
const BlockVector<Number> &V,
const bool symmetric = false) const;
+ /**
+ * Calculate the scalar product between each block of this vector and @p V
+ * using a metric tensor @p matrix. This function
+ * computes the result of $ \sum_{ij} A^{ij} U_i \cdot V_j$ where $U_i$
+ * and $V_j$ indicate the $i$th block (not element) of $U$ and the
+ * $j$th block of $V$, respectively. If @p symmetric is
+ * <code>true</code>, it is assumed that $U_i \cdot V_j$ and $A^{ij}$ are
+ * symmetric matrices and almost half of the scalar products can be avoided.
+ *
+ * Obviously, this function can only be used if all blocks of both vectors
+ * are of the same size.
+ *
+ * @note Internally, a single global reduction will be called to
+ * accumulate the scalar product between locally owned degrees of freedom.
+ */
+ template <typename FullMatrixType>
+ Number multivector_inner_product_with_metric(const FullMatrixType &matrix,
+ const BlockVector<Number> &V,
+ const bool symmetric = false) const;
+
+ /**
+ * Set each block of this vector as follows:
+ * $U^i = \sum_{j} V_j A^{ji}$ where $U^i$
+ * and $V_j$ indicate the $i$th block (not element) of $U$ and the
+ * $j$th block of $V$, respectively.
+ *
+ * Obviously, this function can only be used if all blocks of both vectors
+ * are of the same size.
+ */
+ template <typename FullMatrixType>
+ void mmult(const BlockVector<Number> &V,
+ const FullMatrixType &matrix);
+
/**
* Add @p a to all components. Note that @p a is a scalar not a vector.
*/
Utilities::MPI::sum(matrix, this->block(0).get_mpi_communicator(), matrix);
}
+
+
+ template <typename Number>
+ template <typename FullMatrixType>
+ Number
+ BlockVector<Number>::multivector_inner_product_with_metric(const FullMatrixType &matrix,
+ const BlockVector<Number> &V,
+ const bool symmetric) const
+ {
+ Number res = Number(0.);
+
+ const unsigned int m = this->n_blocks();
+ const unsigned int n = V.n_blocks();
+
+ // in case one vector is empty and the second one is not, the
+ // FullMatrix resized to (m,n) will have 0 both in m() and n()
+ // which is how TableBase<N,T>::reinit() works.
+ // Since in this case there is nothing to do anyway -- return immediately.
+ if (n==0 || m==0)
+ return res;
+
+ Assert (matrix.m() == m,
+ dealii::ExcDimensionMismatch(matrix.m(),m));
+ Assert (matrix.n() == n,
+ dealii::ExcDimensionMismatch(matrix.n(),n));
+
+ if (symmetric)
+ {
+ Assert (m == n,
+ dealii::ExcDimensionMismatch(m,n));
+
+ for (unsigned int i = 0; i < m; i++)
+ {
+ res += matrix(i,i) * this->block(i).inner_product_local(V.block(i));
+ for (unsigned int j = i+1; j < n; j++)
+ res += 2. * matrix(i,j) * this->block(i).inner_product_local(V.block(j));
+ }
+ }
+ else
+ {
+ for (unsigned int i = 0; i < m; i++)
+ for (unsigned int j = 0; j < n; j++)
+ res += matrix(i,j) * this->block(i).inner_product_local(V.block(j));
+ }
+
+ return Utilities::MPI::sum(res, this->block(0).get_mpi_communicator());
+ }
+
+
+
+ template <typename Number>
+ template <typename FullMatrixType>
+ void
+ BlockVector<Number>::mmult(const BlockVector<Number> &V,
+ const FullMatrixType &matrix)
+ {
+ const unsigned int n = this->n_blocks();
+ const unsigned int m = V.n_blocks();
+
+ // in case one vector is empty and the second one is not, the
+ // FullMatrix resized to (m,n) will have 0 both in m() and n()
+ // which is how TableBase<N,T>::reinit() works.
+ // Since in this case there is nothing to do anyway -- return immediately.
+ if (n==0 || m==0)
+ return;
+
+ Assert (matrix.m() == m,
+ dealii::ExcDimensionMismatch(matrix.m(),m));
+ Assert (matrix.n() == n,
+ dealii::ExcDimensionMismatch(matrix.n(),n));
+
+ (*this) = Number();
+ for (unsigned int i = 0; i < n; i++)
+ for (unsigned int j = 0; j < m; j++)
+ this->block(i).add (matrix(j,i), V.block(j));
+ }
+
+
+
} // end of namespace distributed
} // end of namespace parallel
template
void
BlockVector<SCALAR>::multivector_inner_product(LAPACKFullMatrix<SCALAR> &, const BlockVector<SCALAR> &V, const bool) const;
+ template
+ SCALAR
+ BlockVector<SCALAR>::multivector_inner_product_with_metric(const FullMatrix<SCALAR> &, const BlockVector<SCALAR> &V, const bool) const;
+ template
+ SCALAR
+ BlockVector<SCALAR>::multivector_inner_product_with_metric(const LAPACKFullMatrix<SCALAR> &, const BlockVector<SCALAR> &V, const bool) const;
+ template
+ void
+ BlockVector<SCALAR>::mmult(const BlockVector<SCALAR> &V,const FullMatrix<SCALAR> &);
+ template
+ void
+ BlockVector<SCALAR>::mmult(const BlockVector<SCALAR> &V,const LAPACKFullMatrix<SCALAR> &);
\}
\}
}
--- /dev/null
+// ---------------------------------------------------------------------
+//
+// Copyright (C) 2017 by the deal.II authors
+//
+// This file is part of the deal.II library.
+//
+// The deal.II library is free software; you can use it, redistribute
+// it, and/or modify it under the terms of the GNU Lesser General
+// Public License as published by the Free Software Foundation; either
+// version 2.1 of the License, or (at your option) any later version.
+// The full text of the license can be found in the file LICENSE at
+// the top level of the deal.II distribution.
+//
+// ---------------------------------------------------------------------
+
+
+
+// this BlockVector<Number>::multivector_inner_product_with_metric().
+// Triangulation and Mass operator are the same as in matrix_free/mass_operator_01.cc
+
+#include "../tests.h"
+
+#include <deal.II/base/utilities.h>
+#include <deal.II/base/function.h>
+#include <deal.II/distributed/tria.h>
+#include <deal.II/grid/grid_generator.h>
+#include <deal.II/grid/manifold_lib.h>
+#include <deal.II/dofs/dof_tools.h>
+#include <deal.II/dofs/dof_handler.h>
+#include <deal.II/lac/constraint_matrix.h>
+#include <deal.II/matrix_free/operators.h>
+#include <deal.II/fe/fe_q.h>
+#include <deal.II/numerics/vector_tools.h>
+#include <deal.II/lac/la_parallel_block_vector.h>
+
+#include <iostream>
+
+
+
+
+template <int dim, int fe_degree>
+void test (const unsigned int n_blocks = 5)
+{
+ typedef double number;
+
+ parallel::distributed::Triangulation<dim> tria (MPI_COMM_WORLD);
+ GridGenerator::hyper_cube (tria);
+ tria.refine_global(1);
+ typename Triangulation<dim>::active_cell_iterator
+ cell = tria.begin_active (),
+ endc = tria.end();
+ cell = tria.begin_active ();
+ for (; cell!=endc; ++cell)
+ if (cell->is_locally_owned())
+ if (cell->center().norm()<0.2)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ if (dim < 3 && fe_degree < 2)
+ tria.refine_global(2);
+ else
+ tria.refine_global(1);
+ if (tria.begin(tria.n_levels()-1)->is_locally_owned())
+ tria.begin(tria.n_levels()-1)->set_refine_flag();
+ if (tria.last()->is_locally_owned())
+ tria.last()->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ cell = tria.begin_active ();
+ for (unsigned int i=0; i<10-3*dim; ++i)
+ {
+ cell = tria.begin_active ();
+ unsigned int counter = 0;
+ for (; cell!=endc; ++cell, ++counter)
+ if (cell->is_locally_owned())
+ if (counter % (7-i) == 0)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ }
+
+ FE_Q<dim> fe (fe_degree);
+ DoFHandler<dim> dof (tria);
+ dof.distribute_dofs(fe);
+
+ IndexSet owned_set = dof.locally_owned_dofs();
+ IndexSet relevant_set;
+ DoFTools::extract_locally_relevant_dofs (dof, relevant_set);
+
+ ConstraintMatrix constraints (relevant_set);
+ DoFTools::make_hanging_node_constraints(dof, constraints);
+ VectorTools::interpolate_boundary_values (dof, 0, Functions::ZeroFunction<dim>(),
+ constraints);
+ constraints.close();
+
+ std::shared_ptr<MatrixFree<dim,number> > mf_data(new MatrixFree<dim,number> ());
+ {
+ const QGauss<1> quad (fe_degree+2);
+ typename MatrixFree<dim,number>::AdditionalData data;
+ data.tasks_parallel_scheme =
+ MatrixFree<dim,number>::AdditionalData::none;
+ data.tasks_block_size = 7;
+ mf_data->reinit (dof, constraints, quad, data);
+ }
+
+ MatrixFreeOperators::MassOperator<dim,fe_degree, fe_degree+2, 1, LinearAlgebra::distributed::Vector<number> > mf;
+ mf.initialize(mf_data);
+ mf.compute_diagonal();
+
+ LinearAlgebra::distributed::BlockVector<number> left(n_blocks), right(n_blocks);
+ for (unsigned int b = 0; b < n_blocks; ++b)
+ {
+ mf_data->initialize_dof_vector (left.block(b));
+ mf_data->initialize_dof_vector (right.block(b));
+ left.block(b) = 0.;
+ right.block(b) = 0.;
+ for (unsigned int i=0; i<right.block(b).local_size(); ++i)
+ {
+ const unsigned int glob_index =
+ owned_set.nth_index_in_set (i);
+ if (constraints.is_constrained(glob_index))
+ continue;
+ right.block(b).local_element(i) = random_value<double>();
+ left.block(b).local_element(i) = random_value<double>();
+ }
+ }
+
+ FullMatrix<number> metric(n_blocks,n_blocks);
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ for (unsigned int j = 0; j < n_blocks; ++j)
+ metric(i,j) = 1. + (i*3 + j*7);
+
+ const double res = left.multivector_inner_product_with_metric(metric, right);
+
+ double res2 = 0.;
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ for (unsigned int j = 0; j < n_blocks; ++j)
+ res2 += metric(i,j) * (left.block(i) * right.block(j));
+
+ const double diff_norm = std::abs(res-res2);
+ deallog << "Norm of difference: " << diff_norm << std::endl;
+}
+
+
+int main (int argc, char **argv)
+{
+ Utilities::MPI::MPI_InitFinalize mpi_initialization (argc, argv, testing_max_num_threads());
+
+ unsigned int myid = Utilities::MPI::this_mpi_process (MPI_COMM_WORLD);
+ deallog.push(Utilities::int_to_string(myid));
+
+ if (myid == 0)
+ {
+ initlog();
+ deallog << std::setprecision(4);
+
+ test<2,1>();
+ }
+ else
+ {
+ test<2,1>();
+ }
+}
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000
--- /dev/null
+// ---------------------------------------------------------------------
+//
+// Copyright (C) 2017 by the deal.II authors
+//
+// This file is part of the deal.II library.
+//
+// The deal.II library is free software; you can use it, redistribute
+// it, and/or modify it under the terms of the GNU Lesser General
+// Public License as published by the Free Software Foundation; either
+// version 2.1 of the License, or (at your option) any later version.
+// The full text of the license can be found in the file LICENSE at
+// the top level of the deal.II distribution.
+//
+// ---------------------------------------------------------------------
+
+
+
+// this BlockVector<Number>::mmult(const BlockVector<Number> &V,const FullMatrixType &matrix).
+// Triangulation and Mass operator are the same as in matrix_free/mass_operator_01.cc
+
+#include "../tests.h"
+
+#include <deal.II/base/utilities.h>
+#include <deal.II/base/function.h>
+#include <deal.II/distributed/tria.h>
+#include <deal.II/grid/grid_generator.h>
+#include <deal.II/grid/manifold_lib.h>
+#include <deal.II/dofs/dof_tools.h>
+#include <deal.II/dofs/dof_handler.h>
+#include <deal.II/lac/constraint_matrix.h>
+#include <deal.II/matrix_free/operators.h>
+#include <deal.II/fe/fe_q.h>
+#include <deal.II/numerics/vector_tools.h>
+#include <deal.II/lac/la_parallel_block_vector.h>
+
+#include <iostream>
+
+
+
+
+template <int dim, int fe_degree>
+void test (const unsigned int n_blocks = 5)
+{
+ typedef double number;
+
+ parallel::distributed::Triangulation<dim> tria (MPI_COMM_WORLD);
+ GridGenerator::hyper_cube (tria);
+ tria.refine_global(1);
+ typename Triangulation<dim>::active_cell_iterator
+ cell = tria.begin_active (),
+ endc = tria.end();
+ cell = tria.begin_active ();
+ for (; cell!=endc; ++cell)
+ if (cell->is_locally_owned())
+ if (cell->center().norm()<0.2)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ if (dim < 3 && fe_degree < 2)
+ tria.refine_global(2);
+ else
+ tria.refine_global(1);
+ if (tria.begin(tria.n_levels()-1)->is_locally_owned())
+ tria.begin(tria.n_levels()-1)->set_refine_flag();
+ if (tria.last()->is_locally_owned())
+ tria.last()->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ cell = tria.begin_active ();
+ for (unsigned int i=0; i<10-3*dim; ++i)
+ {
+ cell = tria.begin_active ();
+ unsigned int counter = 0;
+ for (; cell!=endc; ++cell, ++counter)
+ if (cell->is_locally_owned())
+ if (counter % (7-i) == 0)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ }
+
+ FE_Q<dim> fe (fe_degree);
+ DoFHandler<dim> dof (tria);
+ dof.distribute_dofs(fe);
+
+ IndexSet owned_set = dof.locally_owned_dofs();
+ IndexSet relevant_set;
+ DoFTools::extract_locally_relevant_dofs (dof, relevant_set);
+
+ ConstraintMatrix constraints (relevant_set);
+ DoFTools::make_hanging_node_constraints(dof, constraints);
+ VectorTools::interpolate_boundary_values (dof, 0, Functions::ZeroFunction<dim>(),
+ constraints);
+ constraints.close();
+
+ std::shared_ptr<MatrixFree<dim,number> > mf_data(new MatrixFree<dim,number> ());
+ {
+ const QGauss<1> quad (fe_degree+2);
+ typename MatrixFree<dim,number>::AdditionalData data;
+ data.tasks_parallel_scheme =
+ MatrixFree<dim,number>::AdditionalData::none;
+ data.tasks_block_size = 7;
+ mf_data->reinit (dof, constraints, quad, data);
+ }
+
+ MatrixFreeOperators::MassOperator<dim,fe_degree, fe_degree+2, 1, LinearAlgebra::distributed::Vector<number> > mf;
+ mf.initialize(mf_data);
+ mf.compute_diagonal();
+
+ LinearAlgebra::distributed::BlockVector<number> left(n_blocks), right(n_blocks), left2(n_blocks);
+ for (unsigned int b = 0; b < n_blocks; ++b)
+ {
+ mf_data->initialize_dof_vector (left.block(b));
+ mf_data->initialize_dof_vector (left2.block(b));
+ mf_data->initialize_dof_vector (right.block(b));
+ left.block(b) = 0.;
+ left2.block(b) = 0.;
+ right.block(b) = 0.;
+ for (unsigned int i=0; i<right.block(b).local_size(); ++i)
+ {
+ const unsigned int glob_index =
+ owned_set.nth_index_in_set (i);
+ if (constraints.is_constrained(glob_index))
+ continue;
+ right.block(b).local_element(i) = random_value<double>();
+ left.block(b).local_element(i) = random_value<double>();
+ }
+ }
+
+ FullMatrix<number> metric(n_blocks,n_blocks);
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ for (unsigned int j = 0; j < n_blocks; ++j)
+ metric(i,j) = 0.3 + (i*3 + j*7);
+
+ left.mmult(right,metric);
+
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ for (unsigned int j = 0; j < n_blocks; ++j)
+ left2.block(i).add(metric(j,i), right.block(j));
+
+ left2.add(-1., left);
+
+ const double diff_norm = left2.linfty_norm();
+ deallog << "Norm of difference: " << diff_norm << std::endl;
+}
+
+
+int main (int argc, char **argv)
+{
+ Utilities::MPI::MPI_InitFinalize mpi_initialization (argc, argv, testing_max_num_threads());
+
+ unsigned int myid = Utilities::MPI::this_mpi_process (MPI_COMM_WORLD);
+ deallog.push(Utilities::int_to_string(myid));
+
+ if (myid == 0)
+ {
+ initlog();
+ deallog << std::setprecision(4);
+
+ test<2,1>();
+ }
+ else
+ {
+ test<2,1>();
+ }
+}
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000
--- /dev/null
+// ---------------------------------------------------------------------
+//
+// Copyright (C) 2017 by the deal.II authors
+//
+// This file is part of the deal.II library.
+//
+// The deal.II library is free software; you can use it, redistribute
+// it, and/or modify it under the terms of the GNU Lesser General
+// Public License as published by the Free Software Foundation; either
+// version 2.1 of the License, or (at your option) any later version.
+// The full text of the license can be found in the file LICENSE at
+// the top level of the deal.II distribution.
+//
+// ---------------------------------------------------------------------
+
+
+
+// use BlockVector<Number>::mmult(const BlockVector<Number> &V, const FullMatrixType &matrix)
+// and multivector_inner_product_with_metric() to test that
+// [ S^{ij}u_i ] * u_j == S^{ij} [u_i * u_j]
+// In order to avoid taking S^T, just use symmetric matrix as a metric, which is
+// actually the way it should be anyway.
+// Triangulation and Mass operator are the same as in matrix_free/mass_operator_01.cc
+
+#include "../tests.h"
+
+#include <deal.II/base/utilities.h>
+#include <deal.II/base/function.h>
+#include <deal.II/distributed/tria.h>
+#include <deal.II/grid/grid_generator.h>
+#include <deal.II/grid/manifold_lib.h>
+#include <deal.II/dofs/dof_tools.h>
+#include <deal.II/dofs/dof_handler.h>
+#include <deal.II/lac/constraint_matrix.h>
+#include <deal.II/matrix_free/operators.h>
+#include <deal.II/fe/fe_q.h>
+#include <deal.II/numerics/vector_tools.h>
+#include <deal.II/lac/la_parallel_block_vector.h>
+
+#include <iostream>
+
+
+
+
+template <int dim, int fe_degree>
+void test (const unsigned int n_blocks = 5)
+{
+ typedef double number;
+
+ parallel::distributed::Triangulation<dim> tria (MPI_COMM_WORLD);
+ GridGenerator::hyper_cube (tria);
+ tria.refine_global(1);
+ typename Triangulation<dim>::active_cell_iterator
+ cell = tria.begin_active (),
+ endc = tria.end();
+ cell = tria.begin_active ();
+ for (; cell!=endc; ++cell)
+ if (cell->is_locally_owned())
+ if (cell->center().norm()<0.2)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ if (dim < 3 && fe_degree < 2)
+ tria.refine_global(2);
+ else
+ tria.refine_global(1);
+ if (tria.begin(tria.n_levels()-1)->is_locally_owned())
+ tria.begin(tria.n_levels()-1)->set_refine_flag();
+ if (tria.last()->is_locally_owned())
+ tria.last()->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ cell = tria.begin_active ();
+ for (unsigned int i=0; i<10-3*dim; ++i)
+ {
+ cell = tria.begin_active ();
+ unsigned int counter = 0;
+ for (; cell!=endc; ++cell, ++counter)
+ if (cell->is_locally_owned())
+ if (counter % (7-i) == 0)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ }
+
+ FE_Q<dim> fe (fe_degree);
+ DoFHandler<dim> dof (tria);
+ dof.distribute_dofs(fe);
+
+ IndexSet owned_set = dof.locally_owned_dofs();
+ IndexSet relevant_set;
+ DoFTools::extract_locally_relevant_dofs (dof, relevant_set);
+
+ ConstraintMatrix constraints (relevant_set);
+ DoFTools::make_hanging_node_constraints(dof, constraints);
+ VectorTools::interpolate_boundary_values (dof, 0, Functions::ZeroFunction<dim>(),
+ constraints);
+ constraints.close();
+
+ std::shared_ptr<MatrixFree<dim,number> > mf_data(new MatrixFree<dim,number> ());
+ {
+ const QGauss<1> quad (fe_degree+2);
+ typename MatrixFree<dim,number>::AdditionalData data;
+ data.tasks_parallel_scheme =
+ MatrixFree<dim,number>::AdditionalData::none;
+ data.tasks_block_size = 7;
+ mf_data->reinit (dof, constraints, quad, data);
+ }
+
+ MatrixFreeOperators::MassOperator<dim,fe_degree, fe_degree+2, 1, LinearAlgebra::distributed::Vector<number> > mf;
+ mf.initialize(mf_data);
+ mf.compute_diagonal();
+
+ LinearAlgebra::distributed::BlockVector<number> left(n_blocks), right(n_blocks), left2(n_blocks);
+ for (unsigned int b = 0; b < n_blocks; ++b)
+ {
+ mf_data->initialize_dof_vector (left.block(b));
+ mf_data->initialize_dof_vector (left2.block(b));
+ mf_data->initialize_dof_vector (right.block(b));
+ left.block(b) = 0.;
+ left2.block(b) = 0.;
+ right.block(b) = 0.;
+ for (unsigned int i=0; i<right.block(b).local_size(); ++i)
+ {
+ const unsigned int glob_index =
+ owned_set.nth_index_in_set (i);
+ if (constraints.is_constrained(glob_index))
+ continue;
+ right.block(b).local_element(i) = random_value<double>();
+ left.block(b).local_element(i) = random_value<double>();
+ }
+ }
+
+ FullMatrix<number> metric(n_blocks,n_blocks);
+ metric = 0.;
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ for (unsigned int j = i; j < n_blocks; ++j)
+ {
+ const double val = 0.3 + (3.3*i + 7.7*j);
+ metric(i,j) = val;
+ metric(j,i) = val;
+ }
+
+ const double res = left.multivector_inner_product_with_metric(metric, right);
+ left2.mmult(left, metric);
+ const double res2 = left2 * right;
+
+ const double diff_norm = std::abs(res - res2);
+ deallog << "Norm of difference: " << diff_norm << std::endl;
+}
+
+
+int main (int argc, char **argv)
+{
+ Utilities::MPI::MPI_InitFinalize mpi_initialization (argc, argv, testing_max_num_threads());
+
+ unsigned int myid = Utilities::MPI::this_mpi_process (MPI_COMM_WORLD);
+ deallog.push(Utilities::int_to_string(myid));
+
+ if (myid == 0)
+ {
+ initlog();
+ deallog << std::setprecision(4);
+
+ test<2,1>();
+ }
+ else
+ {
+ test<2,1>();
+ }
+}
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000
--- /dev/null
+// ---------------------------------------------------------------------
+//
+// Copyright (C) 2017 by the deal.II authors
+//
+// This file is part of the deal.II library.
+//
+// The deal.II library is free software; you can use it, redistribute
+// it, and/or modify it under the terms of the GNU Lesser General
+// Public License as published by the Free Software Foundation; either
+// version 2.1 of the License, or (at your option) any later version.
+// The full text of the license can be found in the file LICENSE at
+// the top level of the deal.II distribution.
+//
+// ---------------------------------------------------------------------
+
+
+
+// same as _07 but use identity matrix as a metric so the result should be the same
+// as operator*
+
+#include "../tests.h"
+
+#include <deal.II/base/utilities.h>
+#include <deal.II/base/function.h>
+#include <deal.II/distributed/tria.h>
+#include <deal.II/grid/grid_generator.h>
+#include <deal.II/grid/manifold_lib.h>
+#include <deal.II/dofs/dof_tools.h>
+#include <deal.II/dofs/dof_handler.h>
+#include <deal.II/lac/constraint_matrix.h>
+#include <deal.II/matrix_free/operators.h>
+#include <deal.II/fe/fe_q.h>
+#include <deal.II/numerics/vector_tools.h>
+#include <deal.II/lac/la_parallel_block_vector.h>
+
+#include <iostream>
+
+
+
+
+template <int dim, int fe_degree>
+void test (const unsigned int n_blocks = 5)
+{
+ typedef double number;
+
+ parallel::distributed::Triangulation<dim> tria (MPI_COMM_WORLD);
+ GridGenerator::hyper_cube (tria);
+ tria.refine_global(1);
+ typename Triangulation<dim>::active_cell_iterator
+ cell = tria.begin_active (),
+ endc = tria.end();
+ cell = tria.begin_active ();
+ for (; cell!=endc; ++cell)
+ if (cell->is_locally_owned())
+ if (cell->center().norm()<0.2)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ if (dim < 3 && fe_degree < 2)
+ tria.refine_global(2);
+ else
+ tria.refine_global(1);
+ if (tria.begin(tria.n_levels()-1)->is_locally_owned())
+ tria.begin(tria.n_levels()-1)->set_refine_flag();
+ if (tria.last()->is_locally_owned())
+ tria.last()->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ cell = tria.begin_active ();
+ for (unsigned int i=0; i<10-3*dim; ++i)
+ {
+ cell = tria.begin_active ();
+ unsigned int counter = 0;
+ for (; cell!=endc; ++cell, ++counter)
+ if (cell->is_locally_owned())
+ if (counter % (7-i) == 0)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ }
+
+ FE_Q<dim> fe (fe_degree);
+ DoFHandler<dim> dof (tria);
+ dof.distribute_dofs(fe);
+
+ IndexSet owned_set = dof.locally_owned_dofs();
+ IndexSet relevant_set;
+ DoFTools::extract_locally_relevant_dofs (dof, relevant_set);
+
+ ConstraintMatrix constraints (relevant_set);
+ DoFTools::make_hanging_node_constraints(dof, constraints);
+ VectorTools::interpolate_boundary_values (dof, 0, Functions::ZeroFunction<dim>(),
+ constraints);
+ constraints.close();
+
+ std::shared_ptr<MatrixFree<dim,number> > mf_data(new MatrixFree<dim,number> ());
+ {
+ const QGauss<1> quad (fe_degree+2);
+ typename MatrixFree<dim,number>::AdditionalData data;
+ data.tasks_parallel_scheme =
+ MatrixFree<dim,number>::AdditionalData::none;
+ data.tasks_block_size = 7;
+ mf_data->reinit (dof, constraints, quad, data);
+ }
+
+ MatrixFreeOperators::MassOperator<dim,fe_degree, fe_degree+2, 1, LinearAlgebra::distributed::Vector<number> > mf;
+ mf.initialize(mf_data);
+ mf.compute_diagonal();
+
+ LinearAlgebra::distributed::BlockVector<number> left(n_blocks), right(n_blocks);
+ for (unsigned int b = 0; b < n_blocks; ++b)
+ {
+ mf_data->initialize_dof_vector (left.block(b));
+ mf_data->initialize_dof_vector (right.block(b));
+ left.block(b) = 0.;
+ right.block(b) = 0.;
+ for (unsigned int i=0; i<right.block(b).local_size(); ++i)
+ {
+ const unsigned int glob_index =
+ owned_set.nth_index_in_set (i);
+ if (constraints.is_constrained(glob_index))
+ continue;
+ right.block(b).local_element(i) = random_value<double>();
+ left.block(b).local_element(i) = random_value<double>();
+ }
+ }
+
+ FullMatrix<number> metric(n_blocks,n_blocks);
+ metric = 0.;
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ metric(i,i) = 1.;
+
+ const double res = left.multivector_inner_product_with_metric(metric, right);
+ const double res2 = left * right;
+
+ double res3 = 0.;
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ res3 += left.block(i) * right.block(i);
+
+ const double diff_norm = std::abs(res-res2);
+ const double diff_norm2 = std::abs(res-res3);
+ deallog << "Norm of difference: " << diff_norm << " " << diff_norm2 << std::endl;
+}
+
+
+int main (int argc, char **argv)
+{
+ Utilities::MPI::MPI_InitFinalize mpi_initialization (argc, argv, testing_max_num_threads());
+
+ unsigned int myid = Utilities::MPI::this_mpi_process (MPI_COMM_WORLD);
+ deallog.push(Utilities::int_to_string(myid));
+
+ if (myid == 0)
+ {
+ initlog();
+ deallog << std::setprecision(4);
+
+ test<2,1>();
+ }
+ else
+ {
+ test<2,1>();
+ }
+}
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000 0.000
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000 0.000
--- /dev/null
+// ---------------------------------------------------------------------
+//
+// Copyright (C) 2017 by the deal.II authors
+//
+// This file is part of the deal.II library.
+//
+// The deal.II library is free software; you can use it, redistribute
+// it, and/or modify it under the terms of the GNU Lesser General
+// Public License as published by the Free Software Foundation; either
+// version 2.1 of the License, or (at your option) any later version.
+// The full text of the license can be found in the file LICENSE at
+// the top level of the deal.II distribution.
+//
+// ---------------------------------------------------------------------
+
+
+
+// this BlockVector<Number>::multivector_inner_product_with_metric(symmetric=true).
+// Triangulation and Mass operator are the same as in matrix_free/mass_operator_01.cc
+
+#include "../tests.h"
+
+#include <deal.II/base/utilities.h>
+#include <deal.II/base/function.h>
+#include <deal.II/distributed/tria.h>
+#include <deal.II/grid/grid_generator.h>
+#include <deal.II/grid/manifold_lib.h>
+#include <deal.II/dofs/dof_tools.h>
+#include <deal.II/dofs/dof_handler.h>
+#include <deal.II/lac/constraint_matrix.h>
+#include <deal.II/matrix_free/operators.h>
+#include <deal.II/fe/fe_q.h>
+#include <deal.II/numerics/vector_tools.h>
+#include <deal.II/lac/la_parallel_block_vector.h>
+
+#include <iostream>
+
+
+
+
+template <int dim, int fe_degree>
+void test (const unsigned int n_blocks = 5)
+{
+ typedef double number;
+
+ parallel::distributed::Triangulation<dim> tria (MPI_COMM_WORLD);
+ GridGenerator::hyper_cube (tria);
+ tria.refine_global(1);
+ typename Triangulation<dim>::active_cell_iterator
+ cell = tria.begin_active (),
+ endc = tria.end();
+ cell = tria.begin_active ();
+ for (; cell!=endc; ++cell)
+ if (cell->is_locally_owned())
+ if (cell->center().norm()<0.2)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ if (dim < 3 && fe_degree < 2)
+ tria.refine_global(2);
+ else
+ tria.refine_global(1);
+ if (tria.begin(tria.n_levels()-1)->is_locally_owned())
+ tria.begin(tria.n_levels()-1)->set_refine_flag();
+ if (tria.last()->is_locally_owned())
+ tria.last()->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ cell = tria.begin_active ();
+ for (unsigned int i=0; i<10-3*dim; ++i)
+ {
+ cell = tria.begin_active ();
+ unsigned int counter = 0;
+ for (; cell!=endc; ++cell, ++counter)
+ if (cell->is_locally_owned())
+ if (counter % (7-i) == 0)
+ cell->set_refine_flag();
+ tria.execute_coarsening_and_refinement();
+ }
+
+ FE_Q<dim> fe (fe_degree);
+ DoFHandler<dim> dof (tria);
+ dof.distribute_dofs(fe);
+
+ IndexSet owned_set = dof.locally_owned_dofs();
+ IndexSet relevant_set;
+ DoFTools::extract_locally_relevant_dofs (dof, relevant_set);
+
+ ConstraintMatrix constraints (relevant_set);
+ DoFTools::make_hanging_node_constraints(dof, constraints);
+ VectorTools::interpolate_boundary_values (dof, 0, Functions::ZeroFunction<dim>(),
+ constraints);
+ constraints.close();
+
+ std::shared_ptr<MatrixFree<dim,number> > mf_data(new MatrixFree<dim,number> ());
+ {
+ const QGauss<1> quad (fe_degree+2);
+ typename MatrixFree<dim,number>::AdditionalData data;
+ data.tasks_parallel_scheme =
+ MatrixFree<dim,number>::AdditionalData::none;
+ data.tasks_block_size = 7;
+ mf_data->reinit (dof, constraints, quad, data);
+ }
+
+ MatrixFreeOperators::MassOperator<dim,fe_degree, fe_degree+2, 1, LinearAlgebra::distributed::Vector<number> > mf;
+ mf.initialize(mf_data);
+ mf.compute_diagonal();
+
+ LinearAlgebra::distributed::BlockVector<number> left(n_blocks), right(n_blocks);
+ for (unsigned int b = 0; b < n_blocks; ++b)
+ {
+ mf_data->initialize_dof_vector (left.block(b));
+ mf_data->initialize_dof_vector (right.block(b));
+ left.block(b) = 0.;
+ right.block(b) = 0.;
+ for (unsigned int i=0; i<right.block(b).local_size(); ++i)
+ {
+ const unsigned int glob_index =
+ owned_set.nth_index_in_set (i);
+ if (constraints.is_constrained(glob_index))
+ continue;
+ right.block(b).local_element(i) = random_value<double>();
+ }
+ right.block(b).update_ghost_values();
+ mf.vmult (left.block(b), right.block(b));
+ }
+
+ FullMatrix<number> metric(n_blocks,n_blocks);
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ for (unsigned int j = i; j < n_blocks; ++j)
+ {
+ const double val = 1. + (i*3 + j*7);
+ metric(i,j) = val;
+ metric(j,i) = val;
+ }
+
+ const double res = left.multivector_inner_product_with_metric(metric, right, true);
+
+ double res2 = 0.;
+ for (unsigned int i = 0; i < n_blocks; ++i)
+ for (unsigned int j = 0; j < n_blocks; ++j)
+ res2 += metric(i,j) * (left.block(i) * right.block(j));
+
+ const double diff_norm = std::abs(res-res2);
+ deallog << "Norm of difference: " << diff_norm << std::endl;
+}
+
+
+int main (int argc, char **argv)
+{
+ Utilities::MPI::MPI_InitFinalize mpi_initialization (argc, argv, testing_max_num_threads());
+
+ unsigned int myid = Utilities::MPI::this_mpi_process (MPI_COMM_WORLD);
+ deallog.push(Utilities::int_to_string(myid));
+
+ if (myid == 0)
+ {
+ initlog();
+ deallog << std::setprecision(4);
+
+ test<2,1>();
+ }
+ else
+ {
+ test<2,1>();
+ }
+}
--- /dev/null
+
+DEAL:0::Norm of difference: 0.000