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TMVA::Experimental::SOFIE::ROperator_Einsum< T > Class Template Referencefinal

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

Definition at line 18 of file ROperator_Einsum.hxx.

Public Member Functions

 ROperator_Einsum ()
 ROperator_Einsum (const std::string &equation, const std::vector< std::string > &namesX, const std::string &nameY)
std::string Generate (std::string opName) override
virtual std::string GenerateDeclCode ()
std::string GenerateInitCode () override
virtual std::string GenerateSessionMembersCode (std::string)
std::vector< std::string > GetBlasRoutines () override
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 ()
void Initialize (RModel &model) override
bool IsOutputConstant () const
 check if the output of the operator is Constant and is evaluated at initialization time
bool ParseEquation (const std::string &input_equation)
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

std::string fGemmType
std::vector< std::string > fInputLabels
bool fIsInputBoolTensor = false
std::vector< std::string > fNInputs
std::string fNY
std::string fOutputLabels
std::vector< std::vector< size_t > > fShapeInputs
std::vector< size_t > fShapeY
std::vector< int > fSumDims
std::string fSumLabels

#include <TMVA/ROperator_Einsum.hxx>

Inheritance diagram for TMVA::Experimental::SOFIE::ROperator_Einsum< T >:
TMVA::Experimental::SOFIE::ROperator

Constructor & Destructor Documentation

◆ ROperator_Einsum() [1/2]

template<typename T>
TMVA::Experimental::SOFIE::ROperator_Einsum< T >::ROperator_Einsum ( )
inline

Definition at line 41 of file ROperator_Einsum.hxx.

◆ ROperator_Einsum() [2/2]

template<typename T>
TMVA::Experimental::SOFIE::ROperator_Einsum< T >::ROperator_Einsum ( const std::string & equation,
const std::vector< std::string > & namesX,
const std::string & nameY )
inline

Definition at line 42 of file ROperator_Einsum.hxx.

Member Function Documentation

◆ Generate()

template<typename T>
std::string TMVA::Experimental::SOFIE::ROperator_Einsum< T >::Generate ( std::string opName)
inlineoverridevirtual

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

Definition at line 206 of file ROperator_Einsum.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>
std::string TMVA::Experimental::SOFIE::ROperator_Einsum< T >::GenerateInitCode ( )
inlineoverridevirtual

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

Definition at line 201 of file ROperator_Einsum.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()

template<typename T>
std::vector< std::string > TMVA::Experimental::SOFIE::ROperator_Einsum< T >::GetBlasRoutines ( )
inlineoverridevirtual

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

Definition at line 339 of file ROperator_Einsum.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()

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

Reimplemented in TMVA::Experimental::SOFIE::ROperator_Basic_Is< Op >, TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_Gelu, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Random, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Softmax, TMVA::Experimental::SOFIE::ROperator_Swish< T >, and TMVA::Experimental::SOFIE::ROperator_Tanh< T >.

Definition at line 23 of file ROperator.hxx.

◆ Header()

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

Definition at line 34 of file ROperator.hxx.

◆ Initialize()

template<typename T>
void TMVA::Experimental::SOFIE::ROperator_Einsum< T >::Initialize ( RModel & model)
inlineoverridevirtual

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

Definition at line 126 of file ROperator_Einsum.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.

◆ ParseEquation()

template<typename T>
bool TMVA::Experimental::SOFIE::ROperator_Einsum< T >::ParseEquation ( const std::string & input_equation)
inline

Definition at line 58 of file ROperator_Einsum.hxx.

◆ ShapeInference()

template<typename T>
std::vector< std::vector< size_t > > TMVA::Experimental::SOFIE::ROperator_Einsum< T >::ShapeInference ( std::vector< std::vector< size_t > > input)
inlineoverridevirtual

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

Definition at line 120 of file ROperator_Einsum.hxx.

◆ TypeInference()

template<typename T>
std::vector< ETensorType > TMVA::Experimental::SOFIE::ROperator_Einsum< T >::TypeInference ( std::vector< ETensorType > input)
inlineoverridevirtual

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

Definition at line 115 of file ROperator_Einsum.hxx.

Member Data Documentation

◆ fGemmType

template<typename T>
std::string TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fGemmType
private

Definition at line 30 of file ROperator_Einsum.hxx.

◆ fInputLabels

template<typename T>
std::vector<std::string> TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fInputLabels
private

Definition at line 27 of file ROperator_Einsum.hxx.

◆ fInputTensorNames

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

Definition at line 50 of file ROperator.hxx.

◆ fIsInputBoolTensor

template<typename T>
bool TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fIsInputBoolTensor = false
private

Definition at line 21 of file ROperator_Einsum.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.

◆ fNInputs

template<typename T>
std::vector<std::string> TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fNInputs
private

Definition at line 24 of file ROperator_Einsum.hxx.

◆ fNY

template<typename T>
std::string TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fNY
private

Definition at line 25 of file ROperator_Einsum.hxx.

◆ fOutputLabels

template<typename T>
std::string TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fOutputLabels
private

Definition at line 28 of file ROperator_Einsum.hxx.

◆ fOutputTensorNames

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

Definition at line 51 of file ROperator.hxx.

◆ fShapeInputs

template<typename T>
std::vector<std::vector<size_t> > TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fShapeInputs
private

Definition at line 34 of file ROperator_Einsum.hxx.

◆ fShapeY

template<typename T>
std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fShapeY
private

Definition at line 35 of file ROperator_Einsum.hxx.

◆ fSumDims

template<typename T>
std::vector<int> TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fSumDims
private

Definition at line 32 of file ROperator_Einsum.hxx.

◆ fSumLabels

template<typename T>
std::string TMVA::Experimental::SOFIE::ROperator_Einsum< T >::fSumLabels
private

Definition at line 29 of file ROperator_Einsum.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: