binary_cross_entropy.cpp File Reference

Source file defining the methods of the BinaryCrossEntropy class. More...

#include <exceptions/unsupported_operation_exception.h>
#include <loss.h>

Functions
void	checkValidShape (const Tensor &targets, const Tensor &predictions)
	Check if the shape is valid for Binary Cross Entropy. More...

Detailed Description

Source file defining the methods of the BinaryCrossEntropy class.

Author

Jan Warchocki

Date

24 December 2022

Function Documentation

checkValidShape()

void checkValidShape	(	const Tensor &	targets,
		const Tensor &	predictions
	)

Check if the shape is valid for Binary Cross Entropy.

The shape should be (n, 1) for both targets and predictions.

Parameters

targets	The expected outputs of the network.
predictions	The actual outputs of the network.