#include <OperationMultiEvalStreamingModOCLFastMultiPlatform.hpp>

Inheritance diagram for sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >:

Public Member Functions
double	getDuration () override

void	mult (base::DataVector &alpha, base::DataVector &result) override
	Multiplication of \(B^T\) with vector \(\alpha\). More...

void	multTranspose (base::DataVector &source, base::DataVector &result) override
	Multiplication of \(B\) with vector \(\alpha\). More...

	OperationMultiEvalStreamingModOCLFastMultiPlatform (base::Grid &grid, base::DataMatrix &dataset, std::shared_ptr< base::OCLManagerMultiPlatform > manager, std::shared_ptr< base::OCLOperationConfiguration > parameters)

void	prepare () override
	Used for kernel-specific setup like special data structures that are defined from the current state of the grid. More...

	~OperationMultiEvalStreamingModOCLFastMultiPlatform ()

Public Member Functions inherited from sgpp::base::OperationMultipleEval
void	eval (DataVector &alpha, DataVector &result)
	Evaluate multiple datapoints with the specified grid. More...

virtual std::string	getImplementationName ()
	Name of this implementation of the operation. More...

virtual void	mult (DataVector &alpha, DataVector &result, size_t startIndexData, size_t endIndexData)
	Multiplication of \(B^T\) with vector \(\alpha\). More...

virtual void	multTranspose (DataVector &source, DataVector &result, size_t startIndexGrid, size_t endIndexGrid)
	Multiplication of \(B\) with vector \(\alpha\). More...

	OperationMultipleEval (sgpp::base::Grid &grid, DataMatrix &dataset)
	Constructor. More...

virtual	~OperationMultipleEval ()
	Destructor. More...

Protected Attributes
size_t	commonDatasetPadding

size_t	commonGridPadding

size_t	datasetSizePadded

size_t	datasetSizeUnpadded

std::vector< std::shared_ptr< base::OCLDevice > >	devices

size_t	dims

double	duration

size_t	gridSizePadded

size_t	gridSizeUnpadded

std::vector< T >	index
	Member to store the sparse grid's indices for better vectorization. More...

std::vector< T >	kernelDataset

std::vector< T >	level
	Member to store the sparse grid's levels for better vectorization. More...

std::shared_ptr< base::OCLManagerMultiPlatform >	manager

std::vector< StreamingModOCLFastMultiPlatform::KernelMult< T > >	multKernels

std::vector< StreamingModOCLFastMultiPlatform::KernelMultTranspose< T > >	multTransposeKernels

sgpp::base::SGppStopwatch	myTimer
	Timer object to handle time measurements. More...

std::shared_ptr< base::OCLOperationConfiguration >	parameters

sgpp::base::DataMatrix	preparedDataset

std::shared_ptr< base::QueueLoadBalancerMutex >	queueLoadBalancerMult

std::shared_ptr< base::QueueLoadBalancerMutex >	queueLoadBalancerMultTranspose

bool	verbose

Protected Attributes inherited from sgpp::base::OperationMultipleEval
DataMatrix &	dataset

Grid &	grid

bool	isPrepared

Constructor & Destructor Documentation

◆ OperationMultiEvalStreamingModOCLFastMultiPlatform()

template<typename T>

sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::OperationMultiEvalStreamingModOCLFastMultiPlatform	(	base::Grid &	grid,
		base::DataMatrix &	dataset,
		std::shared_ptr< base::OCLManagerMultiPlatform >	manager,
		std::shared_ptr< base::OCLOperationConfiguration >	parameters
	)

inline

References sgpp::datadriven::StreamingModOCLFastMultiPlatform::Configuration::getKernelName(), sgpp::base::DataMatrix::getNcols(), sgpp::base::DataMatrix::getNrows(), sgpp::base::DataMatrix::getSize(), python.statsfileInfo::i, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare(), and sgpp::base::DataMatrix::transpose().

◆ ~OperationMultiEvalStreamingModOCLFastMultiPlatform()

template<typename T>

sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::~OperationMultiEvalStreamingModOCLFastMultiPlatform ( )

inline

Member Function Documentation

◆ getDuration()

template<typename T>

double sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::getDuration ( )

inlineoverridevirtual

Implements sgpp::base::OperationMultipleEval.

References sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::duration.

◆ mult()

template<typename T>

void sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::mult	(	base::DataVector &	alpha,
		base::DataVector &	result
	)

inlineoverridevirtual

Multiplication of \(B^T\) with vector \(\alpha\).

Parameters

alpha	vector, to which \(B\) is applied. Typically the coefficient vector
result	the result vector of the matrix vector multiplication

Implements sgpp::base::OperationMultipleEval.

References sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::datasetSizePadded, sgpp::base::DataVector::getSize(), sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::gridSizePadded, python.statsfileInfo::i, sgpp::base::SGppStopwatch::start(), python.leja::start, and sgpp::base::SGppStopwatch::stop().

◆ multTranspose()

template<typename T>

void sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::multTranspose	(	base::DataVector &	source,
		base::DataVector &	result
	)

inlineoverridevirtual

Multiplication of \(B\) with vector \(\alpha\).

Parameters

source	vector, to which \(B^T\) is applied. Typically the coefficient vector
result	the result vector of the matrix vector multiplication

Implements sgpp::base::OperationMultipleEval.

References sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::datasetSizePadded, sgpp::base::DataVector::getSize(), sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::gridSizePadded, python.statsfileInfo::i, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare(), sgpp::base::SGppStopwatch::start(), python.leja::start, and sgpp::base::SGppStopwatch::stop().

◆ prepare()

template<typename T>

void sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare ( )

inlineoverridevirtual

Used for kernel-specific setup like special data structures that are defined from the current state of the grid.

This function is by default called with each "mult()", "multTranspose()" or evaluation operation and can be ignored from an external perspective. This is not overridden by every kernel.

Reimplemented from sgpp::base::OperationMultipleEval.

References sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::commonDatasetPadding, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::commonGridPadding, sgpp::base::OperationMultipleEval::dataset, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::datasetSizePadded, chess::dim, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::dims, sgpp::base::HashGridPoint::get(), sgpp::base::HashGridStorage::getDimension(), sgpp::datadriven::StreamingModOCLFastMultiPlatform::Configuration::getKernelName(), sgpp::base::DataMatrix::getNrows(), sgpp::base::HashGridStorage::getPoint(), sgpp::base::DataMatrix::getRow(), sgpp::base::HashGridStorage::getSize(), sgpp::base::Grid::getStorage(), sgpp::base::OperationMultipleEval::grid, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::gridSizePadded, sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::gridSizeUnpadded, python.statsfileInfo::i, sgpp::base::DataMatrix::resize(), and sgpp::base::DataMatrix::setRow().

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::multTranspose(), and sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::OperationMultiEvalStreamingModOCLFastMultiPlatform().

Member Data Documentation

◆ commonDatasetPadding

template<typename T>

size_t sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::commonDatasetPadding

protected

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare().

◆ commonGridPadding

template<typename T>

size_t sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::commonGridPadding

protected

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare().

◆ datasetSizePadded

template<typename T>

size_t sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::datasetSizePadded

protected

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::mult(), sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::multTranspose(), and sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare().

◆ datasetSizeUnpadded

template<typename T>

size_t sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::datasetSizeUnpadded

protected

◆ devices

template<typename T>

std::vector<std::shared_ptr<base::OCLDevice> > sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::devices

protected

◆ dims

template<typename T>

size_t sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::dims

protected

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare().

◆ duration

template<typename T>

double sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::duration

protected

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::getDuration().

◆ gridSizePadded

template<typename T>

size_t sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::gridSizePadded

protected

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::mult(), sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::multTranspose(), and sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare().

◆ gridSizeUnpadded

template<typename T>

size_t sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::gridSizeUnpadded

protected

Referenced by sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::prepare().

◆ index

template<typename T>

std::vector<T> sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::index

protected

Member to store the sparse grid's indices for better vectorization.

◆ kernelDataset

template<typename T>

std::vector<T> sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::kernelDataset

protected

◆ level

template<typename T>

std::vector<T> sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::level

protected

Member to store the sparse grid's levels for better vectorization.

◆ manager

template<typename T>

std::shared_ptr<base::OCLManagerMultiPlatform> sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::manager

protected

◆ multKernels

template<typename T>

std::vector<StreamingModOCLFastMultiPlatform::KernelMult<T> > sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::multKernels

protected

◆ multTransposeKernels

template<typename T>

std::vector<StreamingModOCLFastMultiPlatform::KernelMultTranspose<T> > sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::multTransposeKernels

protected

◆ myTimer

template<typename T>

sgpp::base::SGppStopwatch sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::myTimer

protected

Timer object to handle time measurements.

◆ parameters

template<typename T>

std::shared_ptr<base::OCLOperationConfiguration> sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::parameters

protected

◆ preparedDataset

template<typename T>

sgpp::base::DataMatrix sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::preparedDataset

protected

◆ queueLoadBalancerMult

template<typename T>

std::shared_ptr<base::QueueLoadBalancerMutex> sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::queueLoadBalancerMult

protected

◆ queueLoadBalancerMultTranspose

template<typename T>

std::shared_ptr<base::QueueLoadBalancerMutex> sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::queueLoadBalancerMultTranspose

protected

◆ verbose

template<typename T>

bool sgpp::datadriven::OperationMultiEvalStreamingModOCLFastMultiPlatform< T >::verbose

protected

Referenced by python.uq.operations.forcePositivity.findIntersections.IntersectionCandidates::findIntersections().

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

datadriven/src/sgpp/datadriven/operation/hash/OperationMultipleEvalStreamingModOCLFastMultiPlattform/OperationMultiEvalStreamingModOCLFastMultiPlatform.hpp

Public Member Functions

Protected Attributes

Constructor & Destructor Documentation

◆ OperationMultiEvalStreamingModOCLFastMultiPlatform()

◆ ~OperationMultiEvalStreamingModOCLFastMultiPlatform()

Member Function Documentation

◆ getDuration()

◆ mult()

◆ multTranspose()

◆ prepare()

Member Data Documentation

◆ commonDatasetPadding

◆ commonGridPadding

◆ datasetSizePadded

◆ datasetSizeUnpadded

◆ devices

◆ dims

◆ duration

◆ gridSizePadded

◆ gridSizeUnpadded

◆ index

◆ kernelDataset

◆ level

◆ manager

◆ multKernels

◆ multTransposeKernels

◆ myTimer

◆ parameters

◆ preparedDataset

◆ queueLoadBalancerMult

◆ queueLoadBalancerMultTranspose

◆ verbose