A cost model used to limit the number of threads used for evaluating tensor expression. More...

#include <TensorEvaluator.h>

Public Types
enum	{ IsAligned = Derived::IsAligned, PacketAccess = (PacketType<CoeffReturnType, Device>::size > 1), BlockAccess = internal::is_arithmetic<typename internal::remove_const<Scalar>::type>::value, PreferBlockAccess = false, Layout = Derived::Layout }

typedef Derived::Scalar	CoeffReturnType

typedef Derived::Dimensions	Dimensions

typedef Storage::Type	EvaluatorPointerType

typedef Derived::Index	Index

typedef PacketType< CoeffReturnType, Device >::type	PacketReturnType

typedef Derived::Scalar	Scalar

typedef internal::remove_const< Scalar >::type	ScalarNoConst

typedef StorageMemory< Scalar, Device >	Storage

typedef internal::TensorMaterializedBlock< ScalarNoConst, NumCoords, Layout, Index >	TensorBlock

typedef internal::TensorBlockDescriptor< NumCoords, Index >	TensorBlockDesc

typedef internal::TensorBlockScratchAllocator< Device >	TensorBlockScratch

typedef internal::traits< Derived >::template MakePointer< Scalar >::Type	TensorPointerType

typedef Derived	XprType

Public Member Functions
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE TensorBlock	block (TensorBlockDesc &desc, TensorBlockScratch &scratch, bool=false) const

EIGEN_STRONG_INLINE void	cleanup ()

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType	coeff (const array< DenseIndex, NumCoords > &coords) const

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType	coeff (Index index) const

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType &	coeffRef (const array< DenseIndex, NumCoords > &coords)

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType &	coeffRef (Index index)

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE TensorOpCost	costPerCoeff (bool vectorized) const

EIGEN_DEVICE_FUNC EvaluatorPointerType	data () const

EIGEN_DEVICE_FUNC const EIGEN_STRONG_INLINE Dimensions &	dimensions () const

EIGEN_STRONG_INLINE bool	evalSubExprsIfNeeded (EvaluatorPointerType dest)

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE internal::TensorBlockResourceRequirements	getResourceRequirements () const

template<int LoadMode>
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE PacketReturnType	packet (Index index) const

template<typename PacketReturnTypeT >
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE internal::enable_if< internal::unpacket_traits< PacketReturnTypeT >::masked_load_available, PacketReturnTypeT >::type	partialPacket (Index index, typename internal::unpacket_traits< PacketReturnTypeT >::mask_t umask) const

EIGEN_STRONG_INLINE	TensorEvaluator (const Derived &m, const Device &device)

template<typename TensorBlock >
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void	writeBlock (const TensorBlockDesc &desc, const TensorBlock &block)

template<int StoreMode>
EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void	writePacket (Index index, const PacketReturnType &x)

Static Public Attributes
static const int	NumCoords

static const int	PacketSize = PacketType<CoeffReturnType, Device>::size

Protected Attributes
EvaluatorPointerType	m_data

const Device EIGEN_DEVICE_REF	m_device

Dimensions	m_dims

Detailed Description

template<typename Derived, typename Device>
class Eigen::TensorEvaluator< Derived, Device >

A cost model used to limit the number of threads used for evaluating tensor expression.

The tensor evaluator classes.

These classes are responsible for the evaluation of the tensor expression.

TODO: add support for more types of expressions, in particular expressions leading to lvalues (slicing, reshaping, etc...)

Definition at line 28 of file TensorEvaluator.h.

Member Typedef Documentation

◆ CoeffReturnType

template<typename Derived , typename Device >

typedef Derived::Scalar Eigen::TensorEvaluator< Derived, Device >::CoeffReturnType

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 32 of file TensorEvaluator.h.

◆ Dimensions

template<typename Derived , typename Device >

typedef Derived::Dimensions Eigen::TensorEvaluator< Derived, Device >::Dimensions

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 34 of file TensorEvaluator.h.

◆ EvaluatorPointerType

template<typename Derived , typename Device >

typedef Storage::Type Eigen::TensorEvaluator< Derived, Device >::EvaluatorPointerType

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 39 of file TensorEvaluator.h.

◆ Index

template<typename Derived , typename Device >

typedef Derived::Index Eigen::TensorEvaluator< Derived, Device >::Index

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 30 of file TensorEvaluator.h.

◆ PacketReturnType

template<typename Derived , typename Device >

typedef PacketType<CoeffReturnType, Device>::type Eigen::TensorEvaluator< Derived, Device >::PacketReturnType

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 33 of file TensorEvaluator.h.

◆ Scalar

template<typename Derived , typename Device >

typedef Derived::Scalar Eigen::TensorEvaluator< Derived, Device >::Scalar

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 31 of file TensorEvaluator.h.

◆ ScalarNoConst

template<typename Derived , typename Device >

typedef internal::remove_const<Scalar>::type Eigen::TensorEvaluator< Derived, Device >::ScalarNoConst

Definition at line 55 of file TensorEvaluator.h.

◆ Storage

template<typename Derived , typename Device >

typedef StorageMemory<Scalar, Device> Eigen::TensorEvaluator< Derived, Device >::Storage

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 38 of file TensorEvaluator.h.

◆ TensorBlock

template<typename Derived , typename Device >

typedef internal::TensorMaterializedBlock<ScalarNoConst, NumCoords, Layout, Index> Eigen::TensorEvaluator< Derived, Device >::TensorBlock

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 63 of file TensorEvaluator.h.

◆ TensorBlockDesc

template<typename Derived , typename Device >

typedef internal::TensorBlockDescriptor<NumCoords, Index> Eigen::TensorEvaluator< Derived, Device >::TensorBlockDesc

Definition at line 58 of file TensorEvaluator.h.

◆ TensorBlockScratch

template<typename Derived , typename Device >

typedef internal::TensorBlockScratchAllocator<Device> Eigen::TensorEvaluator< Derived, Device >::TensorBlockScratch

Definition at line 59 of file TensorEvaluator.h.

◆ TensorPointerType

template<typename Derived , typename Device >

typedef internal::traits<Derived>::template MakePointer<Scalar>::Type Eigen::TensorEvaluator< Derived, Device >::TensorPointerType

Definition at line 37 of file TensorEvaluator.h.

◆ XprType

template<typename Derived , typename Device >

typedef Derived Eigen::TensorEvaluator< Derived, Device >::XprType

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 35 of file TensorEvaluator.h.

Member Enumeration Documentation

◆ anonymous enum

template<typename Derived , typename Device >

anonymous enum

Enumerator
IsAligned
PacketAccess
BlockAccess
PreferBlockAccess
Layout

Definition at line 45 of file TensorEvaluator.h.

Constructor & Destructor Documentation

◆ TensorEvaluator()

template<typename Derived , typename Device >

EIGEN_STRONG_INLINE Eigen::TensorEvaluator< Derived, Device >::TensorEvaluator	(	const Derived &	m,
		const Device &	device
	)

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 66 of file TensorEvaluator.h.

Member Function Documentation

◆ block()

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE TensorBlock Eigen::TensorEvaluator< Derived, Device >::block	(	TensorBlockDesc &	desc,
		TensorBlockScratch &	scratch,
		bool	= `false`
	)		const

inline

Definition at line 158 of file TensorEvaluator.h.

◆ cleanup()

template<typename Derived , typename Device >

EIGEN_STRONG_INLINE void Eigen::TensorEvaluator< Derived, Device >::cleanup ( )

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 92 of file TensorEvaluator.h.

◆ coeff() [1/2]

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType Eigen::TensorEvaluator< Derived, Device >::coeff ( const array< DenseIndex, NumCoords > & coords ) const

inline

Definition at line 128 of file TensorEvaluator.h.

◆ coeff() [2/2]

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType Eigen::TensorEvaluator< Derived, Device >::coeff ( Index index ) const

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 94 of file TensorEvaluator.h.

◆ coeffRef() [1/2]

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType& Eigen::TensorEvaluator< Derived, Device >::coeffRef ( const array< DenseIndex, NumCoords > & coords )

inline

Definition at line 138 of file TensorEvaluator.h.

◆ coeffRef() [2/2]

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE CoeffReturnType& Eigen::TensorEvaluator< Derived, Device >::coeffRef ( Index index )

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 99 of file TensorEvaluator.h.

◆ costPerCoeff()

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE TensorOpCost Eigen::TensorEvaluator< Derived, Device >::costPerCoeff ( bool vectorized ) const

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 147 of file TensorEvaluator.h.

◆ data()

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EvaluatorPointerType Eigen::TensorEvaluator< Derived, Device >::data ( ) const

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 181 of file TensorEvaluator.h.

◆ dimensions()

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC const EIGEN_STRONG_INLINE Dimensions& Eigen::TensorEvaluator< Derived, Device >::dimensions ( ) const

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 73 of file TensorEvaluator.h.

◆ evalSubExprsIfNeeded()

template<typename Derived , typename Device >

EIGEN_STRONG_INLINE bool Eigen::TensorEvaluator< Derived, Device >::evalSubExprsIfNeeded ( EvaluatorPointerType dest )

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 75 of file TensorEvaluator.h.

◆ getResourceRequirements()

template<typename Derived , typename Device >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE internal::TensorBlockResourceRequirements Eigen::TensorEvaluator< Derived, Device >::getResourceRequirements ( ) const

inline

Definition at line 153 of file TensorEvaluator.h.

◆ packet()

template<typename Derived , typename Device >

template<int LoadMode>

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE PacketReturnType Eigen::TensorEvaluator< Derived, Device >::packet ( Index index ) const

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 105 of file TensorEvaluator.h.

◆ partialPacket()

template<typename Derived , typename Device >

template<typename PacketReturnTypeT >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE internal::enable_if<internal::unpacket_traits<PacketReturnTypeT>::masked_load_available, PacketReturnTypeT>::type Eigen::TensorEvaluator< Derived, Device >::partialPacket	(	Index	index,
		typename internal::unpacket_traits< PacketReturnTypeT >::mask_t	umask
	)		const

inline

Definition at line 117 of file TensorEvaluator.h.

◆ writeBlock()

template<typename Derived , typename Device >

template<typename TensorBlock >

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void Eigen::TensorEvaluator< Derived, Device >::writeBlock	(	const TensorBlockDesc &	desc,
		const TensorBlock &	block
	)

inline

Definition at line 165 of file TensorEvaluator.h.

◆ writePacket()

template<typename Derived , typename Device >

template<int StoreMode>

EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE void Eigen::TensorEvaluator< Derived, Device >::writePacket	(	Index	index,
		const PacketReturnType &	x
	)

inline

Examples: /tmp/ws/src/gtsam/gtsam/3rdparty/Eigen/unsupported/Eigen/CXX11/src/Tensor/TensorLayoutSwap.h.

Definition at line 123 of file TensorEvaluator.h.

Member Data Documentation

◆ m_data

template<typename Derived , typename Device >

EvaluatorPointerType Eigen::TensorEvaluator< Derived, Device >::m_data

protected

Definition at line 190 of file TensorEvaluator.h.

◆ m_device

template<typename Derived , typename Device >

const Device EIGEN_DEVICE_REF Eigen::TensorEvaluator< Derived, Device >::m_device

protected

Definition at line 192 of file TensorEvaluator.h.

◆ m_dims

template<typename Derived , typename Device >

Dimensions Eigen::TensorEvaluator< Derived, Device >::m_dims

protected

Definition at line 191 of file TensorEvaluator.h.

◆ NumCoords

template<typename Derived , typename Device >

const int Eigen::TensorEvaluator< Derived, Device >::NumCoords

static

Initial value:

= internal::traits<Derived>::NumDimensions > 0 ?

internal::traits<Derived>::NumDimensions : 0

Definition at line 42 of file TensorEvaluator.h.

◆ PacketSize

template<typename Derived , typename Device >

const int Eigen::TensorEvaluator< Derived, Device >::PacketSize = PacketType<CoeffReturnType, Device>::size

static

Definition at line 36 of file TensorEvaluator.h.

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

TensorEvaluator.h

Public Types

Public Member Functions

Static Public Attributes

Protected Attributes

Detailed Description

template<typename Derived, typename Device> class Eigen::TensorEvaluator< Derived, Device >

Member Typedef Documentation

◆ CoeffReturnType

◆ Dimensions

◆ EvaluatorPointerType

◆ Index

◆ PacketReturnType

◆ Scalar

◆ ScalarNoConst

◆ Storage

◆ TensorBlock

◆ TensorBlockDesc

◆ TensorBlockScratch

◆ TensorPointerType

◆ XprType

Member Enumeration Documentation

◆ anonymous enum

Constructor & Destructor Documentation

◆ TensorEvaluator()

Member Function Documentation

◆ block()

◆ cleanup()

◆ coeff() [1/2]

◆ coeff() [2/2]

◆ coeffRef() [1/2]

◆ coeffRef() [2/2]

◆ costPerCoeff()

◆ data()

◆ dimensions()

◆ evalSubExprsIfNeeded()

◆ getResourceRequirements()

◆ packet()

◆ partialPacket()

◆ writeBlock()

◆ writePacket()

Member Data Documentation

◆ m_data

◆ m_device

◆ m_dims

◆ NumCoords

◆ PacketSize

template<typename Derived, typename Device>
class Eigen::TensorEvaluator< Derived, Device >