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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
 
std::vector< std::string > GetStdLibs () override
 
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 GenerateInitCode ()
 
virtual std::string GenerateSessionCtorCode ()
 
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::string Header ()
 

Private Attributes

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

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)
 
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
 

#include <TMVA/ROperator_Softmax.hxx>

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

Constructor & Destructor Documentation

◆ ROperator_Softmax() [1/2]

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

Definition at line 28 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 29 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 58 of file ROperator_Softmax.hxx.

◆ GetStdLibs()

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

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

Definition at line 177 of file ROperator_Softmax.hxx.

◆ Initialize()

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

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

Definition at line 45 of file ROperator_Softmax.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 40 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 38 of file ROperator_Softmax.hxx.

Member Data Documentation

◆ fAttrAxis

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

Definition at line 19 of file ROperator_Softmax.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 21 of file ROperator_Softmax.hxx.

◆ fNY

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

Definition at line 22 of file ROperator_Softmax.hxx.

◆ fShape

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

Definition at line 23 of file ROperator_Softmax.hxx.

◆ fType

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

Definition at line 25 of file ROperator_Softmax.hxx.

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