#include <DBMatOfflineOrthoAdapt.hpp>

Inheritance diagram for sgpp::datadriven::DBMatOfflineOrthoAdapt:

Public Member Functions
void	buildMatrix (Grid *grid, const RegularizationConfiguration &regularizationConfig) override
	Builds the left hand side matrix without the regularization term.

DBMatOffline *	clone () const override
	Interface for the clone idiom.

void	compute_inverse () override

void	compute_inverse_parallel (std::shared_ptr< BlacsProcessGrid > processGrid, const ParallelConfiguration &parallelConfig) override
	parallel/distributed version of compute_inverse()

	DBMatOfflineOrthoAdapt ()
	Constructor Builds DBMatOfflineOrthoAdapt Object from configuration.

	DBMatOfflineOrthoAdapt (const std::string &fileName)
	Constructor Builds object from serialized offline object, stored in file.

void	decomposeMatrix (const RegularizationConfiguration &regularizationConfig, const DensityEstimationConfiguration &densityEstimationConfig) override
	Decomposes and inverts the lhsMatrix of the offline object (lhs + lambdaI)^{-1} = Q (T + lambdaI)^{-1} Q^t = Q * T_inv * Q^t.

void	decomposeMatrixParallel (RegularizationConfiguration &regularizationConfig, DensityEstimationConfiguration &densityEstimationConfig, std::shared_ptr< BlacsProcessGrid > processGrid, const ParallelConfiguration &parallelConfig) override
	The parallel/distributed version of decomposeMatrix(...)

sgpp::datadriven::MatrixDecompositionType	getDecompositionType () override
	Returns the decomposition type of the DBMatOffline object.

sgpp::base::DataMatrix &	getQ ()

DataMatrixDistributed &	getQDistributed ()

sgpp::base::DataMatrix &	getTinv ()

DataMatrixDistributed &	getTinvDistributed ()

const DataMatrix &	getUnmodifiedR () override
	Get the unmodified (without added lambda) system matrix R.

const DataMatrixDistributed &	getUnmodifiedRDistributed (std::shared_ptr< BlacsProcessGrid > processGrid, const ParallelConfiguration &parallelConfig) override
	Get the unmodified (without added lambda) distributed system matrix R.

void	hessenberg_decomposition (sgpp::base::DataVector &diag, sgpp::base::DataVector &subdiag)
	Decomposes the lhsMatrix into lhs = Q * T * Q^t and stores the orthogonal matrix Q into the member q_ortho_matrix_.

void	invert_symmetric_tridiag (sgpp::base::DataVector &diag, sgpp::base::DataVector &subdiag)
	Inverts a symmetric tridiagonal matrix T, which is given in the form of its diagonal and subdiagonal vectors.

bool	isRefineable () override
	Only Offline objects based on Cholesky decomposition, or orthogonal adaptivity can be refined.

void	permuteDecomposition (const sgpp::base::GeneralGridConfiguration &baseGridConfig, const sgpp::base::GeneralGridConfiguration &desiredGridConfig) override
	First permutes the rows of the orthogonal matrix Q.

void	store (const std::string &fileName) override
	Serializes the DBMatOfflineOrthoAdapt object.

void	syncDistributedDecomposition (std::shared_ptr< BlacsProcessGrid > processGrid, const ParallelConfiguration &parallelConfig) override
	Override to sync Q and Tinv.

void	updateRegularization (double lambda) override
	Modifies the decomposition to update the regularization parameter lambda.

void	updateRegularizationParallel (double lambda, std::shared_ptr< BlacsProcessGrid > processGrid, const ParallelConfiguration &parallelConfig) override
	Modifies the parallel decomposition to update the regularization parameter lambda.

Public Member Functions inherited from sgpp::datadriven::DBMatOfflinePermutable
	DBMatOfflinePermutable (const std::string &fileName)

void	permuteLhsMatrix (const sgpp::base::GeneralGridConfiguration &baseGridConfig, const sgpp::base::GeneralGridConfiguration &desiredGridConfig)
	Applies permutation and blow-up approach to undecomposed left-hand side matrix.

Public Member Functions inherited from sgpp::datadriven::DBMatOffline
void	compute_L2_refine_vectors (DataMatrix mat_refine, Grid grid, size_t newPoints)
	computes vectors of L2 products of grid points for refinement

	DBMatOffline (const DBMatOffline &rhs)
	Copy Constructor.

	DBMatOffline (const std::string &fileName)
	Constructor Create offline object from serialized offline object.

	DBMatOffline (DBMatOffline &&rhs)=default
	Default move constructor.

DataMatrixDistributed &	getDecomposedInverseDistributed ()
	Get a reference to the distributed decomposed matrix, analogously to getDecomposedMatrixDistributed()

DataMatrix &	getDecomposedMatrix ()
	Get a reference to the decomposed matrix.

DataMatrixDistributed &	getDecomposedMatrixDistributed ()
	Get a reference to the distributed decomposed matrix.

virtual size_t	getGridSize ()
	Returns the dimensionality of the quadratic lhs matrix (i.e.

DataMatrix &	getInverseMatrix ()
	Get a reference to the inverse matrix.

DataMatrix &	getLhsMatrix_ONLY_FOR_TESTING ()
	Allows access to lhs matrix, which is meant ONLY FOR TESTING.

DBMatOffline &	operator= (const DBMatOffline &rhs)
	Default copy assign operator.

DBMatOffline &	operator= (DBMatOffline &&rhs)=default
	Default move assign operator.

void	printMatrix ()
	Prints the matrix onto standard output.

virtual void	syncDistributedInverse (std::shared_ptr< BlacsProcessGrid > processGrid, const ParallelConfiguration &parallelConfig)
	Synchronizes the inverse matrix.

virtual	~DBMatOffline ()=default
	Default virtual destructor.

Protected Attributes
bool	lhsDistributedSynced = false

sgpp::base::DataMatrix	q_ortho_matrix_

DataMatrixDistributed	q_ortho_matrix_distributed_

sgpp::base::DataVector	t_diag_

sgpp::base::DataVector	t_subdiag_

sgpp::base::DataMatrix	t_tridiag_inv_matrix_

DataMatrixDistributed	t_tridiag_inv_matrix_distributed_

Protected Attributes inherited from sgpp::datadriven::DBMatOffline
bool	isConstructed

bool	isDecomposed

DataMatrixDistributed	lhsDistributed

DataMatrixDistributed	lhsDistributedInverse

DataMatrix	lhsInverse

DataMatrix	lhsMatrix

Additional Inherited Members
Public Attributes inherited from sgpp::datadriven::DBMatOffline
std::set< std::set< size_t > >	interactions

Static Public Attributes inherited from sgpp::datadriven::DBMatOfflinePermutable
static const std::set< MatrixDecompositionType >	PermutableDecompositions
	Set that contains all permutable decomposition types.

Protected Member Functions inherited from sgpp::datadriven::DBMatOfflinePermutable
std::vector< size_t >	applyPermutation (std::vector< size_t > vector, std::vector< size_t > permutation)
	Applies a permutation stored in an array to a vector.

std::vector< size_t >	computePermutation (std::vector< size_t > baseLevel, std::vector< size_t > desiredLevel)
	Computes a permutation to transfer the desired level vector into the base level vector.

	DBMatOfflinePermutable ()

void	dimensionBlowUp (const sgpp::base::GeneralGridConfiguration &baseGridConfig, const sgpp::base::GeneralGridConfiguration &desiredGridConfig, sgpp::base::DataMatrix &baseMatrix, bool matrixIsInverse=false)
	In place application of the blow-up method to a base system matrix.

size_t	getMatrixIndexForPoint (std::vector< size_t > level, std::vector< size_t > index, std::vector< size_t > gridLevel, const std::vector< size_t > &preComputations)
	Implementation of the inverse numbering function.

void	permuteMatrix (const sgpp::base::GeneralGridConfiguration &baseGridConfig, const sgpp::base::GeneralGridConfiguration &desiredGridConfig, const sgpp::base::DataMatrix &baseMatrix, sgpp::base::DataMatrix &permutedMatrix, bool permuteRowsOrColumns)
	Permutes a given sytem matrix with corresponding grid config baseGridConfig to the system matrix corresponding to desiredGridConfig.

std::vector< size_t >	preComputeMatrixIndexForPoint (std::vector< size_t > level)
	Precomputation of the factors for the mapping from level and index vectors to matrix.

Protected Member Functions inherited from sgpp::datadriven::DBMatOffline
	DBMatOffline ()

void	parseInter (const std::string &fileName, std::set< std::set< size_t > > &interactions) const
	Read the Interactionsterms from a serialized DBMatOfflibe object.

Constructor & Destructor Documentation

◆ DBMatOfflineOrthoAdapt() [1/2]

sgpp::datadriven::DBMatOfflineOrthoAdapt::DBMatOfflineOrthoAdapt ( )

Constructor Builds DBMatOfflineOrthoAdapt Object from configuration.

References q_ortho_matrix_, and t_tridiag_inv_matrix_.

◆ DBMatOfflineOrthoAdapt() [2/2]

sgpp::datadriven::DBMatOfflineOrthoAdapt::DBMatOfflineOrthoAdapt ( const std::string & fileName )

explicit

Constructor Builds object from serialized offline object, stored in file.

Parameters

fileName path to the file storing object

References fileName, sgpp::base::DataMatrix::getPointer(), sgpp::datadriven::DBMatOffline::isConstructed, sgpp::datadriven::DBMatOffline::isDecomposed, sgpp::datadriven::DBMatOffline::lhsMatrix, q_ortho_matrix_, t_tridiag_inv_matrix_, and sgpp::base::StringTokenizer::tokenize().

Member Function Documentation

◆ buildMatrix()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::buildMatrix	(	Grid *	grid,
		const RegularizationConfiguration &	regularizationConfig
	)

overridevirtual

Builds the left hand side matrix without the regularization term.

Parameters

grid	the underlying grid
regularizationConfig	configuaration for the regularization employed

Reimplemented from sgpp::datadriven::DBMatOffline.

References sgpp::datadriven::DBMatOffline::buildMatrix(), grid(), q_ortho_matrix_, sgpp::base::DataMatrix::resizeQuadratic(), and t_tridiag_inv_matrix_.

◆ clone()

DBMatOffline * sgpp::datadriven::DBMatOfflineOrthoAdapt::clone ( ) const

overridevirtual

Interface for the clone idiom.

Returns: a copy of this very object as a pointer to a new DBMatOffline object which is owned by the caller.

Implements sgpp::datadriven::DBMatOffline.

◆ compute_inverse()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::compute_inverse ( )

overridevirtual

Reimplemented from sgpp::datadriven::DBMatOffline.

References sgpp::base::DataMatrix::getNcols(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataMatrix::getPointer(), getQ(), getTinv(), sgpp::datadriven::DBMatOffline::isDecomposed, sgpp::datadriven::DBMatOffline::lhsInverse, and sgpp::datadriven::DBMatOffline::lhsMatrix.

◆ compute_inverse_parallel()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::compute_inverse_parallel	(	std::shared_ptr< BlacsProcessGrid >	processGrid,
		const ParallelConfiguration &	parallelConfig
	)

overridevirtual

parallel/distributed version of compute_inverse()

Parameters

processGrid	process grid to distribute the matrix on
parallelConfig

Reimplemented from sgpp::datadriven::DBMatOffline.

References sgpp::datadriven::ParallelConfiguration::columnBlockSize_, sgpp::base::DataMatrix::getNrows(), sgpp::datadriven::DBMatOffline::isDecomposed, sgpp::datadriven::DBMatOffline::lhsDistributedInverse, sgpp::datadriven::DBMatOffline::lhsMatrix, sgpp::datadriven::DataMatrixDistributed::mult(), q_ortho_matrix_distributed_, sgpp::datadriven::ParallelConfiguration::rowBlockSize_, syncDistributedDecomposition(), and t_tridiag_inv_matrix_distributed_.

◆ decomposeMatrix()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::decomposeMatrix	(	const RegularizationConfiguration &	regularizationConfig,
		const DensityEstimationConfiguration &	densityEstimationConfig
	)

overridevirtual

Decomposes and inverts the lhsMatrix of the offline object (lhs + lambda*I)^{-1} = Q * (T + lambda*I)^{-1} * Q^t = Q * T_inv * Q^t.

The matrix lhsMatrix of the parent object will be altered during the process

Parameters

regularizationConfig	the regularization configuration
densityEstimationConfig	the density estimation configuration

Implements sgpp::datadriven::DBMatOffline.

References sgpp::base::DataVector::copyFrom(), sgpp::base::DataVector::get(), sgpp::base::DataMatrix::get(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataVector::getSize(), hessenberg_decomposition(), invert_symmetric_tridiag(), sgpp::datadriven::DBMatOffline::isConstructed, sgpp::datadriven::DBMatOffline::isDecomposed, sgpp::datadriven::RegularizationConfiguration::lambda_, sgpp::datadriven::DBMatOffline::lhsMatrix, q_ortho_matrix_, sgpp::base::DataVector::set(), sgpp::base::DataMatrix::set(), t_diag_, t_subdiag_, and t_tridiag_inv_matrix_.

◆ decomposeMatrixParallel()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::decomposeMatrixParallel	(	RegularizationConfiguration &	regularizationConfig,
		DensityEstimationConfiguration &	densityEstimationConfig,
		std::shared_ptr< BlacsProcessGrid >	processGrid,
		const ParallelConfiguration &	parallelConfig
	)

overridevirtual

The parallel/distributed version of decomposeMatrix(...)

Parameters

regularizationConfig	the regularization configuration
densityEstimationConfig	the density estimation configuration
processGrid	process grid to distribute the matrix on
parallelConfig

Reimplemented from sgpp::datadriven::DBMatOffline.

◆ getDecompositionType()

sgpp::datadriven::MatrixDecompositionType sgpp::datadriven::DBMatOfflineOrthoAdapt::getDecompositionType ( )

overridevirtual

Returns the decomposition type of the DBMatOffline object.

Returns: the type of matrix decomposition

Implements sgpp::datadriven::DBMatOffline.

References sgpp::datadriven::OrthoAdapt.

◆ getQ()

sgpp::base::DataMatrix & sgpp::datadriven::DBMatOfflineOrthoAdapt::getQ ( )

inline

References q_ortho_matrix_.

Referenced by compute_inverse(), sgpp::datadriven::DBMatOnlineDEOrthoAdapt::sherman_morrison_adapt(), and sgpp::datadriven::DBMatOnlineDEOrthoAdapt::solveSLE().

◆ getQDistributed()

DataMatrixDistributed & sgpp::datadriven::DBMatOfflineOrthoAdapt::getQDistributed ( )

inline

References q_ortho_matrix_distributed_.

Referenced by sgpp::datadriven::DBMatOnlineDEOrthoAdapt::solveSLEParallel().

◆ getTinv()

sgpp::base::DataMatrix & sgpp::datadriven::DBMatOfflineOrthoAdapt::getTinv ( )

inline

References t_tridiag_inv_matrix_.

Referenced by compute_inverse(), sgpp::datadriven::DBMatOnlineDEOrthoAdapt::sherman_morrison_adapt(), and sgpp::datadriven::DBMatOnlineDEOrthoAdapt::solveSLE().

◆ getTinvDistributed()

DataMatrixDistributed & sgpp::datadriven::DBMatOfflineOrthoAdapt::getTinvDistributed ( )

inline

References t_tridiag_inv_matrix_distributed_.

Referenced by sgpp::datadriven::DBMatOnlineDEOrthoAdapt::solveSLEParallel().

◆ getUnmodifiedR()

const DataMatrix & sgpp::datadriven::DBMatOfflineOrthoAdapt::getUnmodifiedR ( )

overridevirtual

Get the unmodified (without added lambda) system matrix R.

Returns: Matrix R

Implements sgpp::datadriven::DBMatOffline.

References sgpp::datadriven::DBMatOffline::lhsMatrix.

◆ getUnmodifiedRDistributed()

const DataMatrixDistributed & sgpp::datadriven::DBMatOfflineOrthoAdapt::getUnmodifiedRDistributed	(	std::shared_ptr< BlacsProcessGrid >	processGrid,
		const ParallelConfiguration &	parallelConfig
	)

overridevirtual

Get the unmodified (without added lambda) distributed system matrix R.

Returns: Matrix R

Implements sgpp::datadriven::DBMatOffline.

References sgpp::datadriven::ParallelConfiguration::columnBlockSize_, sgpp::datadriven::DataMatrixDistributed::fromSharedData(), sgpp::base::DataMatrix::getNcols(), sgpp::base::DataMatrix::getNrows(), sgpp::datadriven::DBMatOffline::lhsDistributed, lhsDistributedSynced, sgpp::datadriven::DBMatOffline::lhsMatrix, and sgpp::datadriven::ParallelConfiguration::rowBlockSize_.

◆ hessenberg_decomposition()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::hessenberg_decomposition	(	sgpp::base::DataVector &	diag,
		sgpp::base::DataVector &	subdiag
	)

Decomposes the lhsMatrix into lhs = Q * T * Q^t and stores the orthogonal matrix Q into the member q_ortho_matrix_.

The information to reconstruct T is written into diag and subdiag

Parameters

diag	Diagonal entries of T
subdiag	Sub- and superdiagonal entries of T (symmetric)

References sgpp::base::DataMatrix::copyFrom(), sgpp::base::DataMatrix::getNcols(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataMatrix::getPointer(), sgpp::base::DataVector::getPointer(), sgpp::datadriven::DBMatOffline::lhsMatrix, and q_ortho_matrix_.

Referenced by decomposeMatrix().

◆ invert_symmetric_tridiag()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::invert_symmetric_tridiag	(	sgpp::base::DataVector &	diag,
		sgpp::base::DataVector &	subdiag
	)

Inverts a symmetric tridiagonal matrix T, which is given in the form of its diagonal and subdiagonal vectors.

When finished, diag and subdiag no longer hold their initial values.

Parameters

diag	Diagonal entries of T
subdiag	Sub- and superdiagonal entries of T (symmetric)

References sgpp::base::DataMatrix::getNcols(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataVector::getPointer(), sgpp::base::DataVector::getSize(), sgpp::datadriven::DBMatOffline::lhsMatrix, sgpp::base::DataMatrix::set(), and t_tridiag_inv_matrix_.

Referenced by decomposeMatrix(), decomposeMatrixParallel(), updateRegularization(), and updateRegularizationParallel().

◆ isRefineable()

bool sgpp::datadriven::DBMatOfflineOrthoAdapt::isRefineable ( )

overridevirtual

Only Offline objects based on Cholesky decomposition, or orthogonal adaptivity can be refined.

Returns: true if object can be refined, else false;

Implements sgpp::datadriven::DBMatOffline.

◆ permuteDecomposition()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::permuteDecomposition	(	const sgpp::base::GeneralGridConfiguration &	baseGridConfig,
		const sgpp::base::GeneralGridConfiguration &	desiredGridConfig
	)

overridevirtual

First permutes the rows of the orthogonal matrix Q.

I.e. Q' T (Q')^T = (PQ) T (PQ)^T where P is the permutation matrix obtained from the permutation approach. In the second step, the dimension blow-up factor is multiplied to T^{-1}.

Parameters

baseGridConfig	Grid configuration of the base object
desiredGridConfig	Grid configuration of the desired object

Implements sgpp::datadriven::DBMatOfflinePermutable.

References sgpp::datadriven::PermutationUtil::deleteOnesFromLevelVec(), sgpp::datadriven::DBMatOfflinePermutable::dimensionBlowUp(), sgpp::base::DataMatrix::getNrows(), sgpp::base::GeneralGridConfiguration::levelVector_, sgpp::datadriven::DBMatOfflinePermutable::permuteMatrix(), q_ortho_matrix_, and t_tridiag_inv_matrix_.

◆ store()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::store ( const std::string & fileName )

overridevirtual

Serializes the DBMatOfflineOrthoAdapt object.

q_ortho_matrix_ and t_inv_tridiag_ are stored into the specified file, which is the explicit representation of the decomposition needed for the online phase

Parameters

fileName path where to store the file

Reimplemented from sgpp::datadriven::DBMatOffline.

References fileName, sgpp::datadriven::DBMatOffline::getGridSize(), sgpp::base::DataMatrix::getPointer(), q_ortho_matrix_, sgpp::datadriven::DBMatOffline::store(), and t_tridiag_inv_matrix_.

◆ syncDistributedDecomposition()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::syncDistributedDecomposition	(	std::shared_ptr< BlacsProcessGrid >	processGrid,
		const ParallelConfiguration &	parallelConfig
	)

overridevirtual

Override to sync Q and Tinv.

Reimplemented from sgpp::datadriven::DBMatOffline.

References sgpp::datadriven::ParallelConfiguration::columnBlockSize_, sgpp::datadriven::DataMatrixDistributed::fromSharedData(), sgpp::base::DataMatrix::getNcols(), sgpp::base::DataMatrix::getNrows(), sgpp::datadriven::DBMatOffline::isDecomposed, q_ortho_matrix_, q_ortho_matrix_distributed_, sgpp::datadriven::ParallelConfiguration::rowBlockSize_, t_tridiag_inv_matrix_, and t_tridiag_inv_matrix_distributed_.

Referenced by compute_inverse_parallel().

◆ updateRegularization()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::updateRegularization ( double lambda )

overridevirtual

Modifies the decomposition to update the regularization parameter lambda.

Parameters

lambda New lambda value

Implements sgpp::datadriven::DBMatOffline.

References sgpp::base::DataVector::copyFrom(), sgpp::base::DataVector::get(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataVector::getSize(), invert_symmetric_tridiag(), lambda, sgpp::datadriven::DBMatOffline::lhsMatrix, sgpp::base::DataVector::set(), t_diag_, and t_subdiag_.

◆ updateRegularizationParallel()

void sgpp::datadriven::DBMatOfflineOrthoAdapt::updateRegularizationParallel	(	double	lambda,
		std::shared_ptr< BlacsProcessGrid >	processGrid,
		const ParallelConfiguration &	parallelConfig
	)

overridevirtual

Modifies the parallel decomposition to update the regularization parameter lambda.

Parameters

lambda	New lambda value
processGrid	ScaLAPACK process grid
parallelConfig	Configuration for ScaLAPACK

Implements sgpp::datadriven::DBMatOffline.

References sgpp::datadriven::ParallelConfiguration::columnBlockSize_, sgpp::base::DataVector::copyFrom(), sgpp::datadriven::DataMatrixDistributed::fromSharedData(), sgpp::base::DataVector::get(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataMatrix::getPointer(), sgpp::base::DataVector::getSize(), invert_symmetric_tridiag(), lambda, sgpp::datadriven::DBMatOffline::lhsMatrix, sgpp::datadriven::ParallelConfiguration::rowBlockSize_, sgpp::base::DataVector::set(), t_diag_, t_subdiag_, t_tridiag_inv_matrix_, and t_tridiag_inv_matrix_distributed_.

Member Data Documentation

◆ lhsDistributedSynced

bool sgpp::datadriven::DBMatOfflineOrthoAdapt::lhsDistributedSynced = false

protected

Referenced by decomposeMatrixParallel(), and getUnmodifiedRDistributed().

◆ q_ortho_matrix_

sgpp::base::DataMatrix sgpp::datadriven::DBMatOfflineOrthoAdapt::q_ortho_matrix_

protected

Referenced by buildMatrix(), DBMatOfflineOrthoAdapt(), DBMatOfflineOrthoAdapt(), decomposeMatrix(), decomposeMatrixParallel(), getQ(), hessenberg_decomposition(), permuteDecomposition(), store(), and syncDistributedDecomposition().

◆ q_ortho_matrix_distributed_

DataMatrixDistributed sgpp::datadriven::DBMatOfflineOrthoAdapt::q_ortho_matrix_distributed_

protected

Referenced by compute_inverse_parallel(), decomposeMatrixParallel(), getQDistributed(), and syncDistributedDecomposition().

◆ t_diag_

sgpp::base::DataVector sgpp::datadriven::DBMatOfflineOrthoAdapt::t_diag_

protected

Referenced by decomposeMatrix(), decomposeMatrixParallel(), updateRegularization(), and updateRegularizationParallel().

◆ t_subdiag_

sgpp::base::DataVector sgpp::datadriven::DBMatOfflineOrthoAdapt::t_subdiag_

protected

Referenced by decomposeMatrix(), decomposeMatrixParallel(), updateRegularization(), and updateRegularizationParallel().

◆ t_tridiag_inv_matrix_

sgpp::base::DataMatrix sgpp::datadriven::DBMatOfflineOrthoAdapt::t_tridiag_inv_matrix_

protected

Referenced by buildMatrix(), DBMatOfflineOrthoAdapt(), DBMatOfflineOrthoAdapt(), decomposeMatrix(), decomposeMatrixParallel(), getTinv(), invert_symmetric_tridiag(), permuteDecomposition(), store(), syncDistributedDecomposition(), and updateRegularizationParallel().

◆ t_tridiag_inv_matrix_distributed_

DataMatrixDistributed sgpp::datadriven::DBMatOfflineOrthoAdapt::t_tridiag_inv_matrix_distributed_

protected

Referenced by compute_inverse_parallel(), decomposeMatrixParallel(), getTinvDistributed(), syncDistributedDecomposition(), and updateRegularizationParallel().

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

datadriven/src/sgpp/datadriven/algorithm/DBMatOfflineOrthoAdapt.hpp
datadriven/src/sgpp/datadriven/algorithm/DBMatOfflineOrthoAdapt.cpp

Public Member Functions

Protected Attributes

Additional Inherited Members

Constructor & Destructor Documentation

◆ DBMatOfflineOrthoAdapt() [1/2]

◆ DBMatOfflineOrthoAdapt() [2/2]

Member Function Documentation

◆ buildMatrix()

◆ clone()

◆ compute_inverse()

◆ compute_inverse_parallel()

◆ decomposeMatrix()

◆ decomposeMatrixParallel()

◆ getDecompositionType()

◆ getQ()

◆ getQDistributed()

◆ getTinv()

◆ getTinvDistributed()

◆ getUnmodifiedR()

◆ getUnmodifiedRDistributed()

◆ hessenberg_decomposition()

◆ invert_symmetric_tridiag()

◆ isRefineable()

◆ permuteDecomposition()

◆ store()

◆ syncDistributedDecomposition()

◆ updateRegularization()

◆ updateRegularizationParallel()

Member Data Documentation

◆ lhsDistributedSynced

◆ q_ortho_matrix_

◆ q_ortho_matrix_distributed_

◆ t_diag_

◆ t_subdiag_

◆ t_tridiag_inv_matrix_

◆ t_tridiag_inv_matrix_distributed_