TMVA::Experimental::SOFIE::ROperator Class Reference

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::vector< std::string >	GetBlasRoutines ()
virtual std::vector< std::string >	GetStdLibs ()
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:

Constructor & Destructor Documentation

~ROperator()

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

inlinevirtual

Definition at line 37 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_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Cast< T >, TMVA::Experimental::SOFIE::ROperator_Concat< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Custom< T >, TMVA::Experimental::SOFIE::ROperator_Elu< T >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_EyeLike, TMVA::Experimental::SOFIE::ROperator_Gather< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_Identity< T >, TMVA::Experimental::SOFIE::ROperator_LeakyRelu< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Reduce< T, Op >, 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_Shape, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, TMVA::Experimental::SOFIE::ROperator_Softmax< T >, TMVA::Experimental::SOFIE::ROperator_Swish< T >, TMVA::Experimental::SOFIE::ROperator_Tanh< T >, TMVA::Experimental::SOFIE::ROperator_Transpose< T >, TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Comparision< T, Op >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Expand< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Range< 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 >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Expand< T >, and TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >.

Definition at line 29 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 >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, and TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >.

Definition at line 31 of file ROperator.hxx.

GetBlasRoutines()

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

inlinevirtual

Reimplemented in TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_GRU< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_RNN< T >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, and TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >.

Definition at line 22 of file ROperator.hxx.

GetStdLibs()

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

inlinevirtual

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

Definition at line 23 of file ROperator.hxx.

Header()

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

inlinevirtual

Definition at line 32 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_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Cast< T >, TMVA::Experimental::SOFIE::ROperator_Concat< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Custom< T >, TMVA::Experimental::SOFIE::ROperator_Elu< T >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_EyeLike, TMVA::Experimental::SOFIE::ROperator_Gather< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_Identity< T >, TMVA::Experimental::SOFIE::ROperator_LeakyRelu< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Reduce< T, Op >, 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_Shape, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, TMVA::Experimental::SOFIE::ROperator_Softmax< T >, TMVA::Experimental::SOFIE::ROperator_Swish< T >, TMVA::Experimental::SOFIE::ROperator_Tanh< T >, TMVA::Experimental::SOFIE::ROperator_Transpose< T >, TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Comparision< T, Op >, TMVA::Experimental::SOFIE::ROperator_Expand< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, and TMVA::Experimental::SOFIE::ROperator_Range< 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_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Cast< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Elu< T >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_EyeLike, TMVA::Experimental::SOFIE::ROperator_Gather< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_Identity< T >, TMVA::Experimental::SOFIE::ROperator_LeakyRelu< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Reduce< T, Op >, 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_Shape, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, TMVA::Experimental::SOFIE::ROperator_Softmax< T >, TMVA::Experimental::SOFIE::ROperator_Swish< T >, TMVA::Experimental::SOFIE::ROperator_Tanh< T >, TMVA::Experimental::SOFIE::ROperator_Transpose< T >, TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Comparision< T, Op >, TMVA::Experimental::SOFIE::ROperator_Expand< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Range< T >, TMVA::Experimental::SOFIE::ROperator_Concat< T >, TMVA::Experimental::SOFIE::ROperator_Custom< T >, TMVA::Experimental::SOFIE::ROperator_GRU< T >, and TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >.

TypeInference()

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

pure virtual

Implemented in TMVA::Experimental::SOFIE::ROperator_BasicNary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BatchNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Cast< T >, TMVA::Experimental::SOFIE::ROperator_Concat< T >, TMVA::Experimental::SOFIE::ROperator_Conv< T >, TMVA::Experimental::SOFIE::ROperator_Elu< T >, TMVA::Experimental::SOFIE::ROperator_Erf< T >, TMVA::Experimental::SOFIE::ROperator_EyeLike, TMVA::Experimental::SOFIE::ROperator_Gather< T >, TMVA::Experimental::SOFIE::ROperator_Gemm< T >, TMVA::Experimental::SOFIE::ROperator_Identity< T >, TMVA::Experimental::SOFIE::ROperator_LeakyRelu< T >, TMVA::Experimental::SOFIE::ROperator_LSTM< T >, TMVA::Experimental::SOFIE::ROperator_Pool< T >, TMVA::Experimental::SOFIE::ROperator_Reduce< T, Op >, 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_Shape, TMVA::Experimental::SOFIE::ROperator_Sigmoid< T >, TMVA::Experimental::SOFIE::ROperator_Slice< T, IType >, TMVA::Experimental::SOFIE::ROperator_Softmax< T >, TMVA::Experimental::SOFIE::ROperator_Swish< T >, TMVA::Experimental::SOFIE::ROperator_Tanh< T >, TMVA::Experimental::SOFIE::ROperator_Transpose< T >, TMVA::Experimental::SOFIE::ROperator_BasicBinary< T, Op >, TMVA::Experimental::SOFIE::ROperator_BasicUnary< T, Op >, TMVA::Experimental::SOFIE::ROperator_Comparision< T, Op >, TMVA::Experimental::SOFIE::ROperator_ConvTranspose< T >, TMVA::Experimental::SOFIE::ROperator_Expand< T >, TMVA::Experimental::SOFIE::ROperator_LayerNormalization< T >, TMVA::Experimental::SOFIE::ROperator_Range< T >, TMVA::Experimental::SOFIE::ROperator_Custom< 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 42 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 41 of file ROperator.hxx.

Libraries for TMVA::Experimental::SOFIE::ROperator:

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The documentation for this class was generated from the following file:

• tmva/sofie/inc/TMVA/ROperator.hxx