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List of all members | Public Member Functions | Protected Attributes | Private Attributes | List of all members
TMVA::Experimental::SOFIE::ROperator_Shape Class Referencefinal

Definition at line 17 of file ROperator_Shape.hxx.

Public Member Functions

 ROperator_Shape ()
 
 ROperator_Shape (int start, int end, std::string nameX, std::string nameY)
 
std::string Generate (std::string OpName) override
 
virtual std::string GenerateDeclCode ()
 
virtual std::string GenerateInitCode ()
 
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
 
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
 

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 known at compile time)
 
std::vector< std::string_view > fOutputTensorNames
 
const std::string SP = " "
 space used to correctly indent the generated C++ code
 

Private Attributes

int fEnd = 0
 
std::string fNX
 
std::string fNY
 
std::vector< size_t > fOutput_shape
 
std::vector< Dim > fShape
 
int fStart = 0
 

#include <TMVA/ROperator_Shape.hxx>

Inheritance diagram for TMVA::Experimental::SOFIE::ROperator_Shape:
[legend]

Constructor & Destructor Documentation

◆ ROperator_Shape() [1/2]

TMVA::Experimental::SOFIE::ROperator_Shape::ROperator_Shape ( )
inline

Definition at line 31 of file ROperator_Shape.hxx.

◆ ROperator_Shape() [2/2]

TMVA::Experimental::SOFIE::ROperator_Shape::ROperator_Shape ( int start,
int end,
std::string nameX,
std::string nameY )
inline

Definition at line 32 of file ROperator_Shape.hxx.

Member Function Documentation

◆ Generate()

std::string TMVA::Experimental::SOFIE::ROperator_Shape::Generate ( std::string OpName)
inlineoverridevirtual

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

Definition at line 77 of file ROperator_Shape.hxx.

◆ GenerateDeclCode()

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

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

Definition at line 26 of file ROperator.hxx.

◆ GenerateInitCode()

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

Reimplemented in TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Einsum< T >, TMVA::Experimental::SOFIE::ROperator_Expand< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Random, TMVA::Experimental::SOFIE::ROperator_ScatterElements, and TMVA::Experimental::SOFIE::ROperator_Where< T >.

Definition at line 24 of file ROperator.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_RNN< T >, and TMVA::Experimental::SOFIE::ROperator_NonZero< T >.

Definition at line 28 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 19 of file ROperator.hxx.

◆ GetOpInputTensors()

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

Definition at line 48 of file ROperator.hxx.

◆ GetOpOutputTensors()

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

Definition at line 52 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_HardSigmoid< T >, TMVA::Experimental::SOFIE::ROperator_HardSwish< T >, 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, and TMVA::Experimental::SOFIE::ROperator_Tanh< T >.

Definition at line 20 of file ROperator.hxx.

◆ Header()

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

Definition at line 29 of file ROperator.hxx.

◆ Initialize()

void TMVA::Experimental::SOFIE::ROperator_Shape::Initialize ( RModel & model)
inlineoverridevirtual

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

Definition at line 38 of file ROperator_Shape.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 32 of file ROperator.hxx.

Member Data Documentation

◆ fEnd

int TMVA::Experimental::SOFIE::ROperator_Shape::fEnd = 0
private

Definition at line 24 of file ROperator_Shape.hxx.

◆ fInputTensorNames

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

Definition at line 44 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 41 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 known at compile time)

Definition at line 42 of file ROperator.hxx.

◆ fNX

std::string TMVA::Experimental::SOFIE::ROperator_Shape::fNX
private

Definition at line 25 of file ROperator_Shape.hxx.

◆ fNY

std::string TMVA::Experimental::SOFIE::ROperator_Shape::fNY
private

Definition at line 26 of file ROperator_Shape.hxx.

◆ fOutput_shape

std::vector<size_t> TMVA::Experimental::SOFIE::ROperator_Shape::fOutput_shape
private

Definition at line 28 of file ROperator_Shape.hxx.

◆ fOutputTensorNames

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

Definition at line 45 of file ROperator.hxx.

◆ fShape

std::vector<Dim> TMVA::Experimental::SOFIE::ROperator_Shape::fShape
private

Definition at line 27 of file ROperator_Shape.hxx.

◆ fStart

int TMVA::Experimental::SOFIE::ROperator_Shape::fStart = 0
private

Definition at line 23 of file ROperator_Shape.hxx.

◆ SP

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

space used to correctly indent the generated C++ code

Definition at line 40 of file ROperator.hxx.

  • tmva/sofie/inc/TMVA/ROperator_Shape.hxx