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TMVA::Experimental::SOFIE::ROperator_Softmax Class Referencefinal

Definition at line 15 of file ROperator_Softmax.hxx.

Public Member Functions

 ROperator_Softmax ()
 ROperator_Softmax (int64_t attr_axis, std::string nameX, std::string nameY, bool logSoftmax=false)
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
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

int64_t fAttrAxis
bool fLogSoftmax
std::string fNX
std::string fNY
std::vector< Dim > fShape
std::string fType
bool fUseVDT = false

#include <TMVA/ROperator_Softmax.hxx>

Inheritance diagram for TMVA::Experimental::SOFIE::ROperator_Softmax:
TMVA::Experimental::SOFIE::ROperator

Constructor & Destructor Documentation

◆ ROperator_Softmax() [1/2]

TMVA::Experimental::SOFIE::ROperator_Softmax::ROperator_Softmax ( )
inline

Definition at line 29 of file ROperator_Softmax.hxx.

◆ ROperator_Softmax() [2/2]

TMVA::Experimental::SOFIE::ROperator_Softmax::ROperator_Softmax ( int64_t attr_axis,
std::string nameX,
std::string nameY,
bool logSoftmax = false )
inline

Definition at line 30 of file ROperator_Softmax.hxx.

Member Function Documentation

◆ Generate()

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

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

Definition at line 65 of file ROperator_Softmax.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()

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_Identity< 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 29 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_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()

std::vector< std::string > TMVA::Experimental::SOFIE::ROperator_Softmax::GetStdLibs ( )
inlineoverridevirtual

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

Definition at line 187 of file ROperator_Softmax.hxx.

◆ Header()

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

Definition at line 34 of file ROperator.hxx.

◆ Initialize()

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

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

Definition at line 46 of file ROperator_Softmax.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()

std::vector< std::vector< size_t > > TMVA::Experimental::SOFIE::ROperator_Softmax::ShapeInference ( std::vector< std::vector< size_t > > input)
inlineoverridevirtual

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

Definition at line 41 of file ROperator_Softmax.hxx.

◆ TypeInference()

std::vector< ETensorType > TMVA::Experimental::SOFIE::ROperator_Softmax::TypeInference ( std::vector< ETensorType > input)
inlineoverridevirtual

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

Definition at line 39 of file ROperator_Softmax.hxx.

Member Data Documentation

◆ fAttrAxis

int64_t TMVA::Experimental::SOFIE::ROperator_Softmax::fAttrAxis
private

Definition at line 20 of file ROperator_Softmax.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.

◆ fLogSoftmax

bool TMVA::Experimental::SOFIE::ROperator_Softmax::fLogSoftmax
private

Definition at line 18 of file ROperator_Softmax.hxx.

◆ fNX

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

Definition at line 22 of file ROperator_Softmax.hxx.

◆ fNY

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

Definition at line 23 of file ROperator_Softmax.hxx.

◆ fOutputTensorNames

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

Definition at line 51 of file ROperator.hxx.

◆ fShape

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

Definition at line 24 of file ROperator_Softmax.hxx.

◆ fType

std::string TMVA::Experimental::SOFIE::ROperator_Softmax::fType
private

Definition at line 26 of file ROperator_Softmax.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.

◆ fUseVDT

bool TMVA::Experimental::SOFIE::ROperator_Softmax::fUseVDT = false
private

Definition at line 19 of file ROperator_Softmax.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: