TMVA::DNN::TBatch< AArchitecture > Class Template Reference

template<typename AArchitecture>
class TMVA::DNN::TBatch< AArchitecture >

TBatch.

Class representing training batches consisting of a matrix of input data and a matrix of output data. The input and output data can be accessed using the GetInput() and GetOutput() member functions.

Template Parameters

AArchitecture

The underlying architecture.

Definition at line 54 of file DataLoader.h.

Public Member Functions
	TBatch (const TBatch &)=default
	TBatch (Matrix_t &, Matrix_t &, Matrix_t &)
	TBatch (TBatch &&)=default
Matrix_t &	GetInput ()
	Return the matrix representing the input data.
Matrix_t &	GetOutput ()
	Return the matrix representing the output data.
Matrix_t &	GetWeights ()
	Return the matrix holding the event weights.
TBatch &	operator= (const TBatch &)=default
TBatch &	operator= (TBatch &&)=default

Private Types
using	Matrix_t = typename AArchitecture::Matrix_t

Private Attributes
Matrix_t	fInputMatrix
Matrix_t	fOutputMatrix
Matrix_t	fWeightMatrix

#include <TMVA/DNN/DataLoader.h>

Member Typedef Documentation

Matrix_t

template<typename AArchitecture >

using TMVA::DNN::TBatch< AArchitecture >::Matrix_t = typename AArchitecture::Matrix_t

private

Definition at line 58 of file DataLoader.h.

Constructor & Destructor Documentation

TBatch() [1/3]

template<typename AArchitecture >

TMVA::DNN::TBatch< AArchitecture >::TBatch	(	Matrix_t &	inputMatrix,
		Matrix_t &	outputMatrix,
		Matrix_t &	weightMatrix
	)

Definition at line 192 of file DataLoader.h.

TBatch() [2/3]

template<typename AArchitecture >

TMVA::DNN::TBatch< AArchitecture >::TBatch ( const TBatch< AArchitecture > &  )

default

TBatch() [3/3]

template<typename AArchitecture >

TMVA::DNN::TBatch< AArchitecture >::TBatch ( TBatch< AArchitecture > &&  )

default

Member Function Documentation

GetInput()

template<typename AArchitecture >

Matrix_t & TMVA::DNN::TBatch< AArchitecture >::GetInput ( )

inline

Return the matrix representing the input data.

Definition at line 72 of file DataLoader.h.

GetOutput()

template<typename AArchitecture >

Matrix_t & TMVA::DNN::TBatch< AArchitecture >::GetOutput ( )

inline

Return the matrix representing the output data.

Definition at line 74 of file DataLoader.h.

GetWeights()

template<typename AArchitecture >

Matrix_t & TMVA::DNN::TBatch< AArchitecture >::GetWeights ( )

inline

Return the matrix holding the event weights.

Definition at line 76 of file DataLoader.h.

operator=() [1/2]

template<typename AArchitecture >

TBatch & TMVA::DNN::TBatch< AArchitecture >::operator= ( const TBatch< AArchitecture > &  )

default

operator=() [2/2]

template<typename AArchitecture >

TBatch & TMVA::DNN::TBatch< AArchitecture >::operator= ( TBatch< AArchitecture > &&  )

default

Member Data Documentation

fInputMatrix

template<typename AArchitecture >

Matrix_t TMVA::DNN::TBatch< AArchitecture >::fInputMatrix

private

Definition at line 60 of file DataLoader.h.

fOutputMatrix

template<typename AArchitecture >

Matrix_t TMVA::DNN::TBatch< AArchitecture >::fOutputMatrix

private

Definition at line 61 of file DataLoader.h.

fWeightMatrix

template<typename AArchitecture >

Matrix_t TMVA::DNN::TBatch< AArchitecture >::fWeightMatrix

private

Definition at line 62 of file DataLoader.h.