template<typename T>
class TMVA::Experimental::SOFIE::ROperator_Conv< T >

Definition at line 20 of file ROperator_Conv.hxx.

Public Member Functions
	ROperator_Conv ()

	ROperator_Conv (std::string autopad, std::vector< size_t > dilations, size_t group, std::vector< size_t > kernelShape, std::vector< size_t > pads, std::vector< size_t > strides, std::string nameX, std::string nameW, std::string nameB, std::string nameY)

	ROperator_Conv (std::string autopad, std::vector< size_t > dilations, size_t group, std::vector< size_t > kernelShape, std::vector< size_t > pads, std::vector< size_t > strides, std::string nameX, std::string nameW, std::string nameY)

std::string	Generate (std::string OpName) override

std::string	GenerateInitCode () override

std::vector< std::string >	GetBlasRoutines () override
	Returns the blas routines needed to compile the generated code.

void	Initialize (RModel &model) override

std::vector< std::vector< size_t > >	ShapeInference (std::vector< std::vector< size_t > > input) override

std::vector< ETensorType >	TypeInference (std::vector< ETensorType > input) override

Public Member Functions inherited from TMVA::Experimental::SOFIE::ROperator
virtual	~ROperator ()

virtual std::string	GenerateDeclCode ()

virtual std::string	GenerateSessionMembersCode (std::string)

std::span< const std::string_view >	GetOpInputTensors () const

std::span< const std::string_view >	GetOpOutputTensors () const

virtual std::vector< std::string >	GetStdLibs ()

virtual std::string	Header ()

Private Attributes
std::string	convK

std::string	fAttrAutopad

std::vector< size_t >	fAttrDilations

size_t	fAttrGroup

std::vector< size_t >	fAttrKernelShape

std::vector< size_t >	fAttrPads

std::vector< size_t >	fAttrStrides

size_t	fDim

std::string	fNB

std::string	fNB2

std::string	fNW

std::string	fNX

std::string	fNY

std::vector< size_t >	fShapeB

std::vector< size_t >	fShapeW

std::vector< size_t >	fShapeX

std::vector< size_t >	fShapeY

std::string	fType

std::string	imcol

Additional Inherited Members
Protected Attributes inherited from TMVA::Experimental::SOFIE::ROperator
std::vector< std::string_view >	fInputTensorNames

bool	fIsOutputConstant = false
	flag to identify if operator has a constant output (no need to generate code)

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

#include <TMVA/ROperator_Conv.hxx>

Inheritance diagram for TMVA::Experimental::SOFIE::ROperator_Conv< T >:

[legend]

Constructor & Destructor Documentation

◆ ROperator_Conv() [1/3]

template<typename T >

TMVA::Experimental::SOFIE::ROperator_Conv< T >::ROperator_Conv ( )

inline

Definition at line 51 of file ROperator_Conv.hxx.

◆ ROperator_Conv() [2/3]

template<typename T >

TMVA::Experimental::SOFIE::ROperator_Conv< T >::ROperator_Conv	(	std::string	autopad,
		std::vector< size_t >	dilations,
		size_t	group,
		std::vector< size_t >	kernelShape,
		std::vector< size_t >	pads,
		std::vector< size_t >	strides,
		std::string	nameX,
		std::string	nameW,
		std::string	nameB,
		std::string	nameY )

inline

Definition at line 53 of file ROperator_Conv.hxx.

◆ ROperator_Conv() [3/3]

template<typename T >

TMVA::Experimental::SOFIE::ROperator_Conv< T >::ROperator_Conv	(	std::string	autopad,
		std::vector< size_t >	dilations,
		size_t	group,
		std::vector< size_t >	kernelShape,
		std::vector< size_t >	pads,
		std::vector< size_t >	strides,
		std::string	nameX,
		std::string	nameW,
		std::string	nameY )

inline

Definition at line 72 of file ROperator_Conv.hxx.

Member Function Documentation

◆ Generate()

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::Generate ( std::string OpName )

inlineoverridevirtual

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

Definition at line 303 of file ROperator_Conv.hxx.

◆ GenerateInitCode()

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::GenerateInitCode ( )

inlineoverridevirtual

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

Definition at line 285 of file ROperator_Conv.hxx.

◆ GetBlasRoutines()

template<typename T >

std::vector< std::string > TMVA::Experimental::SOFIE::ROperator_Conv< T >::GetBlasRoutines ( )

inlineoverridevirtual

Returns the blas routines needed to compile the generated code.

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

Definition at line 527 of file ROperator_Conv.hxx.

◆ Initialize()

template<typename T >

void TMVA::Experimental::SOFIE::ROperator_Conv< T >::Initialize ( RModel & model )

inlineoverridevirtual

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

Definition at line 204 of file ROperator_Conv.hxx.

◆ ShapeInference()

template<typename T >

std::vector< std::vector< size_t > > TMVA::Experimental::SOFIE::ROperator_Conv< T >::ShapeInference ( std::vector< std::vector< size_t > > input )

inlineoverridevirtual

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

Definition at line 96 of file ROperator_Conv.hxx.

◆ TypeInference()

template<typename T >

std::vector< ETensorType > TMVA::Experimental::SOFIE::ROperator_Conv< T >::TypeInference ( std::vector< ETensorType > input )

inlineoverridevirtual

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

Definition at line 90 of file ROperator_Conv.hxx.

Member Data Documentation

◆ convK

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::convK

private

Definition at line 36 of file ROperator_Conv.hxx.

◆ fAttrAutopad

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::fAttrAutopad

private

Definition at line 23 of file ROperator_Conv.hxx.

◆ fAttrDilations

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fAttrDilations

private

Definition at line 24 of file ROperator_Conv.hxx.

◆ fAttrGroup

template<typename T >

size_t TMVA::Experimental::SOFIE::ROperator_Conv< T >::fAttrGroup

private

Definition at line 25 of file ROperator_Conv.hxx.

◆ fAttrKernelShape

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fAttrKernelShape

private

Definition at line 26 of file ROperator_Conv.hxx.

◆ fAttrPads

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fAttrPads

private

Definition at line 27 of file ROperator_Conv.hxx.

◆ fAttrStrides

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fAttrStrides

private

Definition at line 28 of file ROperator_Conv.hxx.

◆ fDim

template<typename T >

size_t TMVA::Experimental::SOFIE::ROperator_Conv< T >::fDim

private

Definition at line 46 of file ROperator_Conv.hxx.

◆ fNB

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::fNB

private

Definition at line 32 of file ROperator_Conv.hxx.

◆ fNB2

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::fNB2

private

Definition at line 33 of file ROperator_Conv.hxx.

◆ fNW

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::fNW

private

Definition at line 31 of file ROperator_Conv.hxx.

◆ fNX

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::fNX

private

Definition at line 30 of file ROperator_Conv.hxx.

◆ fNY

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::fNY

private

Definition at line 34 of file ROperator_Conv.hxx.

◆ fShapeB

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fShapeB

private

Definition at line 41 of file ROperator_Conv.hxx.

◆ fShapeW

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fShapeW

private

Definition at line 40 of file ROperator_Conv.hxx.

◆ fShapeX

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fShapeX

private

Definition at line 39 of file ROperator_Conv.hxx.

◆ fShapeY

template<typename T >

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Conv< T >::fShapeY

private

Definition at line 42 of file ROperator_Conv.hxx.

◆ fType

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::fType

private

Definition at line 44 of file ROperator_Conv.hxx.

◆ imcol

template<typename T >

std::string TMVA::Experimental::SOFIE::ROperator_Conv< T >::imcol

private

Definition at line 37 of file ROperator_Conv.hxx.

tmva/sofie/inc/TMVA/ROperator_Conv.hxx

Public Member Functions

Private Attributes

Additional Inherited Members

Constructor & Destructor Documentation

◆ ROperator_Conv() [1/3]

◆ ROperator_Conv() [2/3]

◆ ROperator_Conv() [3/3]

Member Function Documentation

◆ Generate()

◆ GenerateInitCode()

◆ GetBlasRoutines()

◆ Initialize()

◆ ShapeInference()

◆ TypeInference()

Member Data Documentation

◆ convK

◆ fAttrAutopad

◆ fAttrDilations

◆ fAttrGroup

◆ fAttrKernelShape

◆ fAttrPads

◆ fAttrStrides

◆ fDim

◆ fNB

◆ fNB2

◆ fNW

◆ fNX

◆ fNY

◆ fShapeB

◆ fShapeW

◆ fShapeX

◆ fShapeY

◆ fType

◆ imcol