#include <loss_index.h>

Public Member Functions
	LossIndexBackPropagation ()
	Default constructor. More...

	LossIndexBackPropagation (const Index &new_batch_samples_number, LossIndex *new_loss_index_pointer)

virtual	~LossIndexBackPropagation ()
	Destructor. More...

void	set (const Index &new_batch_samples_number, LossIndex *new_loss_index_pointer)

void	print () const

Public Attributes
LossIndex *	loss_index_pointer = nullptr

Index	batch_samples_number = 0

NeuralNetworkBackPropagation	neural_network

type	error = type(0)

type	loss = type(0)

Tensor< type, 2 >	errors

Tensor< type, 1 >	parameters

Tensor< type, 1 >	gradient

Tensor< type, 1 >	regularization_gradient

Detailed Description

Set of loss value and gradient vector of the loss index. A method returning this structure might be implemented more efficiently than the loss and gradient methods separately.

Definition at line 289 of file loss_index.h.

Constructor & Destructor Documentation

◆ LossIndexBackPropagation() [1/2]

LossIndexBackPropagation ( )

inlineexplicit

Default constructor.

Definition at line 293 of file loss_index.h.

◆ LossIndexBackPropagation() [2/2]

LossIndexBackPropagation	(	const Index &	new_batch_samples_number,
		LossIndex *	new_loss_index_pointer
	)

inlineexplicit

Definition at line 295 of file loss_index.h.

◆ ~LossIndexBackPropagation()

~LossIndexBackPropagation ( )

virtual

Destructor.

Definition at line 1011 of file loss_index.cpp.

Member Function Documentation

◆ print()

void print ( ) const

inline

Definition at line 336 of file loss_index.h.

◆ set()

void set	(	const Index &	new_batch_samples_number,
		LossIndex *	new_loss_index_pointer
	)

inline

Definition at line 304 of file loss_index.h.

Member Data Documentation

◆ batch_samples_number

Index batch_samples_number = 0

Definition at line 357 of file loss_index.h.

◆ error

type error = type(0)

Definition at line 361 of file loss_index.h.

◆ errors

Tensor<type, 2> errors

Definition at line 365 of file loss_index.h.

◆ gradient

Tensor<type, 1> gradient

Definition at line 369 of file loss_index.h.

◆ loss

type loss = type(0)

Definition at line 363 of file loss_index.h.

◆ loss_index_pointer

LossIndex* loss_index_pointer = nullptr

Definition at line 355 of file loss_index.h.

◆ neural_network

NeuralNetworkBackPropagation neural_network

Definition at line 359 of file loss_index.h.

◆ parameters

Tensor<type, 1> parameters

Definition at line 367 of file loss_index.h.

◆ regularization_gradient

Tensor<type, 1> regularization_gradient

Definition at line 371 of file loss_index.h.

The documentation for this struct was generated from the following files:

Public Member Functions

Public Attributes