Logo ROOT  

Reference Guide
 
Loading...
Searching...
No Matches
List of all members | Public Member Functions | Protected Attributes | List of all members
TMVA::Experimental::SOFIE::ROperator Class Referenceabstract

Definition at line 18 of file ROperator.hxx.

Public Member Functions

virtual ~ROperator ()
 
virtual std::string Generate (std::string OpName)=0
 
virtual std::string GenerateInitCode ()
 
virtual std::string GenerateSessionMembersCode (std::string)
 
virtual std::string Header ()
 
virtual void Initialize (RModel &)=0
 
virtual std::vector< std::vector< size_t > > ShapeInference (std::vector< std::vector< size_t > >)=0
 
virtual std::vector< ETensorType > TypeInference (std::vector< ETensorType >)=0
 

Protected Attributes

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.hxx>

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

Constructor & Destructor Documentation

◆ ~ROperator()

virtual TMVA::Experimental::SOFIE::ROperator::~ROperator ( )
inlinevirtual

Definition at line 35 of file ROperator.hxx.

Member Function Documentation

◆ Generate()

virtual std::string TMVA::Experimental::SOFIE::ROperator::Generate ( std::string  OpName)
pure virtual

Implemented in TMVA::Experimental::SOFIE::ROperator_Add< T >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Relu< T >, TMVA::Experimental::SOFIE::ROperator_Reshape< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, TMVA::Experimental::SOFIE::ROperator_Transpose< T >, and TMVA::Experimental::SOFIE::ROperator_GRU< T >.

◆ GenerateInitCode()

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

Reimplemented in TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, and TMVA::Experimental::SOFIE::ROperator_Pool< T >.

Definition at line 27 of file ROperator.hxx.

◆ GenerateSessionMembersCode()

virtual std::string TMVA::Experimental::SOFIE::ROperator::GenerateSessionMembersCode ( std::string  )
inlinevirtual

Reimplemented in TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_GRU< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, and TMVA::Experimental::SOFIE::ROperator_RNN< T >.

Definition at line 29 of file ROperator.hxx.

◆ Header()

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

Definition at line 30 of file ROperator.hxx.

◆ Initialize()

virtual void TMVA::Experimental::SOFIE::ROperator::Initialize ( RModel &  )
pure virtual

Implemented in TMVA::Experimental::SOFIE::ROperator_GRU< T >, TMVA::Experimental::SOFIE::ROperator_Add< T >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Relu< T >, TMVA::Experimental::SOFIE::ROperator_Reshape< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, and TMVA::Experimental::SOFIE::ROperator_Transpose< T >.

◆ ShapeInference()

virtual std::vector< std::vector< size_t > > TMVA::Experimental::SOFIE::ROperator::ShapeInference ( std::vector< std::vector< size_t > >  )
pure virtual

Implemented in TMVA::Experimental::SOFIE::ROperator_Add< T >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Relu< T >, TMVA::Experimental::SOFIE::ROperator_Reshape< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, TMVA::Experimental::SOFIE::ROperator_Transpose< T >, and TMVA::Experimental::SOFIE::ROperator_GRU< T >.

◆ TypeInference()

virtual std::vector< ETensorType > TMVA::Experimental::SOFIE::ROperator::TypeInference ( std::vector< ETensorType >  )
pure virtual

Implemented in TMVA::Experimental::SOFIE::ROperator_Add< T >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Relu< T >, TMVA::Experimental::SOFIE::ROperator_Reshape< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, TMVA::Experimental::SOFIE::ROperator_Selu< T >, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, TMVA::Experimental::SOFIE::ROperator_Transpose< T >, and TMVA::Experimental::SOFIE::ROperator_GRU< T >.

Member Data Documentation

◆ fUseSession

bool TMVA::Experimental::SOFIE::ROperator::fUseSession = false
protected

flag to identify if using the session class

Definition at line 40 of file ROperator.hxx.

◆ SP

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

space used to correctly indent the generated C++ code

Definition at line 39 of file ROperator.hxx.

Libraries for TMVA::Experimental::SOFIE::ROperator:
[legend]
The documentation for this class was generated from the following file: