template<typename T, EBasicBinaryOperator Op>
class TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >

Definition at line 67 of file ROperator_BasicBinary.hxx.

Public Member Functions
	ROperator_BasicBinary ()
	ROperator_BasicBinary (std::string nameA, std::string nameB, std::string nameY)
std::string	Generate (std::string opName) override
virtual std::string	GenerateDeclCode ()
std::string	GenerateInitCode () override
virtual std::string	GenerateSessionMembersCode (std::string)
virtual std::vector< std::string >	GetBlasRoutines ()
std::span< const std::string_view >	GetOpInputTensors () const
std::span< const std::string_view >	GetOpOutputTensors () const
std::vector< std::string >	GetStdLibs () override
virtual std::string	Header ()
void	Initialize (RModel &model) override
bool	IsOutputConstant () const
	check if the output of the operator is Constant and is evaluated at initialization time
std::vector< std::vector< size_t > >	ShapeInference (std::vector< std::vector< size_t > > input) override
std::vector< ETensorType >	TypeInference (std::vector< ETensorType > input) override

Protected Attributes
std::vector< std::string_view >	fInputTensorNames
bool	fIsOutputConstant = false
	flag to identify if operator has a constant output (no need to generate code)
bool	fIsOutputParamShape = false
	flag to identify of the output represents a parametric shape (can be knwon at compile time)
std::vector< std::string_view >	fOutputTensorNames
bool	fUseSession = false
	flag to identify if using the session class
const std::string	SP = " "
	space used to correctly indent the generated C++ code

Private Attributes
int	fBroadcastFlag = 0
std::vector< Dim >	fDimShapeA
std::vector< Dim >	fDimShapeB
std::vector< Dim >	fDimShapeY
std::string	fNA
std::string	fNB
std::string	fNBroadcastedA
std::string	fNBroadcastedB
std::string	fNY
std::vector< size_t >	fShapeA
std::vector< size_t >	fShapeB
std::vector< size_t >	fShapeY

#include <TMVA/ROperator_BasicBinary.hxx>

Inheritance diagram for TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >:

Constructor & Destructor Documentation

◆ ROperator_BasicBinary() [1/2]

template<typename T, EBasicBinaryOperator Op>

TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::ROperator_BasicBinary ( )

inline

Definition at line 85 of file ROperator_BasicBinary.hxx.

◆ ROperator_BasicBinary() [2/2]

template<typename T, EBasicBinaryOperator Op>

TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::ROperator_BasicBinary	(	std::string	nameA,
		std::string	nameB,
		std::string	nameY )

inline

Definition at line 86 of file ROperator_BasicBinary.hxx.

Member Function Documentation

◆ Generate()

template<typename T, EBasicBinaryOperator Op>

std::string TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::Generate ( std::string opName )

inlineoverridevirtual

Implements TMVA::Experimental::SOFIE::ROperator.

Definition at line 328 of file ROperator_BasicBinary.hxx.

◆ GenerateDeclCode()

virtual std::string TMVA::Experimental::SOFIE::ROperator::GenerateDeclCode ( )

inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_Random.

Definition at line 31 of file ROperator.hxx.

◆ GenerateInitCode()

template<typename T, EBasicBinaryOperator Op>

std::string TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::GenerateInitCode ( )

inlineoverridevirtual

Reimplemented from TMVA::Experimental::SOFIE::ROperator.

Definition at line 322 of file ROperator_BasicBinary.hxx.

◆ GenerateSessionMembersCode()

virtual std::string TMVA::Experimental::SOFIE::ROperator::GenerateSessionMembersCode ( std::string )

inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_NonZero< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, and TMVA::Experimental::SOFIE::ROperator_RNN< T >.

Definition at line 33 of file ROperator.hxx.

◆ GetBlasRoutines()

virtual std::vector< std::string > TMVA::Experimental::SOFIE::ROperator::GetBlasRoutines ( )

inlinevirtualinherited

Reimplemented in TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Einsum< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_GRU< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, and TMVA::Experimental::SOFIE::ROperator_RNN< T >.

Definition at line 22 of file ROperator.hxx.

◆ GetOpInputTensors()

std::span< const std::string_view > TMVA::Experimental::SOFIE::ROperator::GetOpInputTensors ( ) const

inlineinherited

Definition at line 54 of file ROperator.hxx.

◆ GetOpOutputTensors()

std::span< const std::string_view > TMVA::Experimental::SOFIE::ROperator::GetOpOutputTensors ( ) const

inlineinherited

Definition at line 58 of file ROperator.hxx.

◆ GetStdLibs()

template<typename T, EBasicBinaryOperator Op>

std::vector< std::string > TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::GetStdLibs ( )

inlineoverridevirtual

Reimplemented from TMVA::Experimental::SOFIE::ROperator.

Definition at line 448 of file ROperator_BasicBinary.hxx.

◆ Header()

virtual std::string TMVA::Experimental::SOFIE::ROperator::Header ( )

inlinevirtualinherited

Definition at line 34 of file ROperator.hxx.

◆ Initialize()

template<typename T, EBasicBinaryOperator Op>

void TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::Initialize ( RModel & model )

inlineoverridevirtual

Implements TMVA::Experimental::SOFIE::ROperator.

Definition at line 104 of file ROperator_BasicBinary.hxx.

◆ IsOutputConstant()

bool TMVA::Experimental::SOFIE::ROperator::IsOutputConstant ( ) const

inlineinherited

check if the output of the operator is Constant and is evaluated at initialization time

Definition at line 37 of file ROperator.hxx.

◆ ShapeInference()

template<typename T, EBasicBinaryOperator Op>

std::vector< std::vector< size_t > > TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::ShapeInference ( std::vector< std::vector< size_t > > input )

inlineoverridevirtual

Reimplemented from TMVA::Experimental::SOFIE::ROperator.

Definition at line 97 of file ROperator_BasicBinary.hxx.

◆ TypeInference()

template<typename T, EBasicBinaryOperator Op>

std::vector< ETensorType > TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::TypeInference ( std::vector< ETensorType > input )

inlineoverridevirtual

Reimplemented from TMVA::Experimental::SOFIE::ROperator.

Definition at line 94 of file ROperator_BasicBinary.hxx.

Member Data Documentation

◆ fBroadcastFlag

template<typename T, EBasicBinaryOperator Op>

int TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fBroadcastFlag = 0

private

Definition at line 69 of file ROperator_BasicBinary.hxx.

◆ fDimShapeA

template<typename T, EBasicBinaryOperator Op>

std::vector<Dim> TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fDimShapeA

private

Definition at line 80 of file ROperator_BasicBinary.hxx.

◆ fDimShapeB

template<typename T, EBasicBinaryOperator Op>

std::vector<Dim> TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fDimShapeB

private

Definition at line 81 of file ROperator_BasicBinary.hxx.

◆ fDimShapeY

template<typename T, EBasicBinaryOperator Op>

std::vector<Dim> TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fDimShapeY

private

Definition at line 82 of file ROperator_BasicBinary.hxx.

◆ fInputTensorNames

std::vector<std::string_view> TMVA::Experimental::SOFIE::ROperator::fInputTensorNames

mutableprotectedinherited

Definition at line 50 of file ROperator.hxx.

◆ fIsOutputConstant

bool TMVA::Experimental::SOFIE::ROperator::fIsOutputConstant = false

protectedinherited

flag to identify if operator has a constant output (no need to generate code)

Definition at line 47 of file ROperator.hxx.

◆ fIsOutputParamShape

bool TMVA::Experimental::SOFIE::ROperator::fIsOutputParamShape = false

protectedinherited

flag to identify of the output represents a parametric shape (can be knwon at compile time)

Definition at line 48 of file ROperator.hxx.

◆ fNA

template<typename T, EBasicBinaryOperator Op>

std::string TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fNA

private

Definition at line 70 of file ROperator_BasicBinary.hxx.

◆ fNB

template<typename T, EBasicBinaryOperator Op>

std::string TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fNB

private

Definition at line 71 of file ROperator_BasicBinary.hxx.

◆ fNBroadcastedA

template<typename T, EBasicBinaryOperator Op>

std::string TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fNBroadcastedA

private

Definition at line 72 of file ROperator_BasicBinary.hxx.

◆ fNBroadcastedB

template<typename T, EBasicBinaryOperator Op>

std::string TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fNBroadcastedB

private

Definition at line 73 of file ROperator_BasicBinary.hxx.

◆ fNY

template<typename T, EBasicBinaryOperator Op>

std::string TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fNY

private

Definition at line 74 of file ROperator_BasicBinary.hxx.

◆ fOutputTensorNames

std::vector<std::string_view> TMVA::Experimental::SOFIE::ROperator::fOutputTensorNames

mutableprotectedinherited

Definition at line 51 of file ROperator.hxx.

◆ fShapeA

template<typename T, EBasicBinaryOperator Op>

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fShapeA

private

Definition at line 76 of file ROperator_BasicBinary.hxx.

◆ fShapeB

template<typename T, EBasicBinaryOperator Op>

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fShapeB

private

Definition at line 77 of file ROperator_BasicBinary.hxx.

◆ fShapeY

template<typename T, EBasicBinaryOperator Op>

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >::fShapeY

private

Definition at line 78 of file ROperator_BasicBinary.hxx.

◆ fUseSession

bool TMVA::Experimental::SOFIE::ROperator::fUseSession = false

protectedinherited

flag to identify if using the session class

Definition at line 46 of file ROperator.hxx.

◆ SP

const std::string TMVA::Experimental::SOFIE::ROperator::SP = " "

protectedinherited

space used to correctly indent the generated C++ code

Definition at line 45 of file ROperator.hxx.

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

tmva/sofie/inc/TMVA/ROperator_BasicBinary.hxx

Public Member Functions

Protected Attributes

Private Attributes

Constructor & Destructor Documentation

◆ ROperator_BasicBinary() [1/2]

◆ ROperator_BasicBinary() [2/2]

Member Function Documentation

◆ Generate()

◆ GenerateDeclCode()

◆ GenerateInitCode()

◆ GenerateSessionMembersCode()

◆ GetBlasRoutines()

◆ GetOpInputTensors()

◆ GetOpOutputTensors()

◆ GetStdLibs()

◆ Header()

◆ Initialize()

◆ IsOutputConstant()

◆ ShapeInference()

◆ TypeInference()

Member Data Documentation

◆ fBroadcastFlag

◆ fDimShapeA

◆ fDimShapeB

◆ fDimShapeY

◆ fInputTensorNames

◆ fIsOutputConstant

◆ fIsOutputParamShape

◆ fNA

◆ fNB

◆ fNBroadcastedA

◆ fNBroadcastedB

◆ fNY

◆ fOutputTensorNames

◆ fShapeA

◆ fShapeB

◆ fShapeY

◆ fUseSession

◆ SP