#include <BatchedRBFSolver.hpp>

Collaboration diagram for precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >:

Public Types
using	RBF_T = RADIAL_BASIS_FUNCTION_T

Public Member Functions
	BatchedRBFSolver (RBF_T basisFunction, mesh::PtrMesh inMesh, mesh::PtrMesh outMesh, const std::vector< mesh::Vertex > &centers, double clusterRadius, Polynomial polynomial, bool computeEvaluationOffline, MappingConfiguration::GinkgoParameter ginkgoParameter)
void	solveConsistent (const time::Sample &globalIn, Eigen::VectorXd &globalOut)

Private Member Functions
template<typename... Args>
void	_dispatch_solve_kernel (bool polynomial, bool evaluation_op_available, Args &&...args)

Private Attributes
precice::logging::Logger	_log {"mapping::BatchedRBFSolver"}
VectorOffsetView	_inOffsets
VectorOffsetView	_outOffsets
GlobalIDView	_globalInIDs
GlobalIDView	_globalOutIDs
MatrixOffsetView	_kernelOffsets
MatrixOffsetView	_evaluationOffsets
MeshView	_inMesh
MeshView	_outMesh
VectorView	_qrMatrix
VectorView	_qrTau
PivotView	_qrP
VectorView	_kernelMatrices
VectorView	_evalMatrices
VectorView	_normalizedWeights
VectorView	_inData
VectorView	_outData
int	_maxInClusterSize
int	_maxOutClusterSize
RBF_T	_basisFunction
Polynomial	_polynomial
const int	_nCluster
const int	_dim
int	_avgClusterSize {}
const bool	_computeEvaluationOffline

Detailed Description

template<typename RADIAL_BASIS_FUNCTION_T>
class precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >

This class solves the PU-RBF interpolation in a batched manner, i.e., clusters are computed in parallel. The parallelization can be handled through GPUs or OpenMP. It uses Kokkos-kernels dispatch the kernels on the selected execution backend. Only the mesh indexing is handled on the CPU through boost geometry, all other components are handled in parallel. The solver is compatible with the MPI-parallel layout of the PURBF class itself, which means in this case that the problem is solved purely local, but each rank can instantiate and launch its own solver.

Definition at line 34 of file BatchedRBFSolver.hpp.

Member Typedef Documentation

◆ RBF_T

template<typename RADIAL_BASIS_FUNCTION_T>

using precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::RBF_T = RADIAL_BASIS_FUNCTION_T

Definition at line 36 of file BatchedRBFSolver.hpp.

Constructor & Destructor Documentation

◆ BatchedRBFSolver()

template<typename RADIAL_BASIS_FUNCTION_T>

precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::BatchedRBFSolver	(	RBF_T	basisFunction,
		mesh::PtrMesh	inMesh,
		mesh::PtrMesh	outMesh,
		const std::vector< mesh::Vertex > &	centers,
		double	clusterRadius,
		Polynomial	polynomial,
		bool	computeEvaluationOffline,
		MappingConfiguration::GinkgoParameter	ginkgoParameter )

Essentially an initialize of the solver: allocates device memory and computes the LU decompositions etc

Definition at line 100 of file BatchedRBFSolver.hpp.

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Member Function Documentation

◆ _dispatch_solve_kernel()

template<typename RADIAL_BASIS_FUNCTION_T>

template<typename... Args>

void precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_dispatch_solve_kernel	(	bool	polynomial,
		bool	evaluation_op_available,
		Args &&...	args )

private

Definition at line 413 of file BatchedRBFSolver.hpp.

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◆ solveConsistent()

template<typename RADIAL_BASIS_FUNCTION_T>

void precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::solveConsistent	(	const time::Sample &	globalIn,
		Eigen::VectorXd &	globalOut )

Definition at line 353 of file BatchedRBFSolver.hpp.

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Member Data Documentation

◆ _avgClusterSize

template<typename RADIAL_BASIS_FUNCTION_T>

int precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_avgClusterSize {}

private

Definition at line 94 of file BatchedRBFSolver.hpp.

◆ _basisFunction

template<typename RADIAL_BASIS_FUNCTION_T>

RBF_T precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_basisFunction

private

Definition at line 90 of file BatchedRBFSolver.hpp.

◆ _computeEvaluationOffline

template<typename RADIAL_BASIS_FUNCTION_T>

const bool precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_computeEvaluationOffline

private

Definition at line 95 of file BatchedRBFSolver.hpp.

◆ _dim

template<typename RADIAL_BASIS_FUNCTION_T>

const int precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_dim

private

Definition at line 93 of file BatchedRBFSolver.hpp.

◆ _evalMatrices

template<typename RADIAL_BASIS_FUNCTION_T>

VectorView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_evalMatrices

private

Definition at line 78 of file BatchedRBFSolver.hpp.

◆ _evaluationOffsets

template<typename RADIAL_BASIS_FUNCTION_T>

MatrixOffsetView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_evaluationOffsets

private

Definition at line 67 of file BatchedRBFSolver.hpp.

◆ _globalInIDs

template<typename RADIAL_BASIS_FUNCTION_T>

GlobalIDView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_globalInIDs

private

Definition at line 63 of file BatchedRBFSolver.hpp.

◆ _globalOutIDs

template<typename RADIAL_BASIS_FUNCTION_T>

GlobalIDView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_globalOutIDs

private

Definition at line 64 of file BatchedRBFSolver.hpp.

◆ _inData

template<typename RADIAL_BASIS_FUNCTION_T>

VectorView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_inData

private

Definition at line 82 of file BatchedRBFSolver.hpp.

◆ _inMesh

template<typename RADIAL_BASIS_FUNCTION_T>

MeshView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_inMesh

private

Definition at line 69 of file BatchedRBFSolver.hpp.

◆ _inOffsets

template<typename RADIAL_BASIS_FUNCTION_T>

VectorOffsetView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_inOffsets

private

Definition at line 59 of file BatchedRBFSolver.hpp.

◆ _kernelMatrices

template<typename RADIAL_BASIS_FUNCTION_T>

VectorView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_kernelMatrices

private

Definition at line 76 of file BatchedRBFSolver.hpp.

◆ _kernelOffsets

template<typename RADIAL_BASIS_FUNCTION_T>

MatrixOffsetView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_kernelOffsets

private

Definition at line 66 of file BatchedRBFSolver.hpp.

◆ _log

template<typename RADIAL_BASIS_FUNCTION_T>

precice::logging::Logger precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_log {"mapping::BatchedRBFSolver"}

mutableprivate

Definition at line 52 of file BatchedRBFSolver.hpp.

◆ _maxInClusterSize

template<typename RADIAL_BASIS_FUNCTION_T>

int precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_maxInClusterSize

private

Definition at line 87 of file BatchedRBFSolver.hpp.

◆ _maxOutClusterSize

template<typename RADIAL_BASIS_FUNCTION_T>

int precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_maxOutClusterSize

private

Definition at line 88 of file BatchedRBFSolver.hpp.

◆ _nCluster

template<typename RADIAL_BASIS_FUNCTION_T>

const int precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_nCluster

private

Definition at line 92 of file BatchedRBFSolver.hpp.

◆ _normalizedWeights

template<typename RADIAL_BASIS_FUNCTION_T>

VectorView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_normalizedWeights

private

Definition at line 79 of file BatchedRBFSolver.hpp.

◆ _outData

template<typename RADIAL_BASIS_FUNCTION_T>

VectorView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_outData

private

Definition at line 84 of file BatchedRBFSolver.hpp.

◆ _outMesh

template<typename RADIAL_BASIS_FUNCTION_T>

MeshView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_outMesh

private

Definition at line 70 of file BatchedRBFSolver.hpp.

◆ _outOffsets

template<typename RADIAL_BASIS_FUNCTION_T>

VectorOffsetView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_outOffsets

private

Definition at line 60 of file BatchedRBFSolver.hpp.

◆ _polynomial

template<typename RADIAL_BASIS_FUNCTION_T>

Polynomial precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_polynomial

private

Definition at line 91 of file BatchedRBFSolver.hpp.

◆ _qrMatrix

template<typename RADIAL_BASIS_FUNCTION_T>

VectorView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_qrMatrix

private

Definition at line 72 of file BatchedRBFSolver.hpp.

◆ _qrP

template<typename RADIAL_BASIS_FUNCTION_T>

PivotView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_qrP

private

Definition at line 74 of file BatchedRBFSolver.hpp.

◆ _qrTau

template<typename RADIAL_BASIS_FUNCTION_T>

VectorView precice::mapping::BatchedRBFSolver< RADIAL_BASIS_FUNCTION_T >::_qrTau

private

Definition at line 73 of file BatchedRBFSolver.hpp.

The documentation for this class was generated from the following file:

src/mapping/BatchedRBFSolver.hpp

Public Types

Public Member Functions

Private Member Functions

Private Attributes

Detailed Description

Member Typedef Documentation

◆ RBF_T

Constructor & Destructor Documentation

◆ BatchedRBFSolver()

Member Function Documentation

◆ _dispatch_solve_kernel()

◆ solveConsistent()

Member Data Documentation

◆ _avgClusterSize

◆ _basisFunction

◆ _computeEvaluationOffline

◆ _dim

◆ _evalMatrices

◆ _evaluationOffsets

◆ _globalInIDs

◆ _globalOutIDs

◆ _inData

◆ _inMesh

◆ _inOffsets

◆ _kernelMatrices

◆ _kernelOffsets

◆ _log

◆ _maxInClusterSize

◆ _maxOutClusterSize

◆ _nCluster

◆ _normalizedWeights

◆ _outData

◆ _outMesh

◆ _outOffsets

◆ _polynomial

◆ _qrMatrix

◆ _qrP

◆ _qrTau