Structure to contain information about the current epoch. More...

Public Member Functions
	EpochProgress (size_t numTotal)
	The constructor of the EpochProgress class. More...

void	update (sTensor &targets, sTensor &predictions, Loss loss, std::vector< Metric > &metrics)
	Update the current state of the epoch. More...

Public Attributes
size_t	numProcessed
	Total number of samples already processed.

size_t	numTotal
	The total number of samples (processed + non-processed).

float	lossValue
	The value of the loss.

std::map< std::string, float >	metricsValues
	Mapping of names of metrics to their computed values.

std::chrono::time_point< std::chrono::steady_clock >	timeStart
	The time the epoch started.

Detailed Description

Structure to contain information about the current epoch.

Constructor & Destructor Documentation

EpochProgress::EpochProgress ( size_t numTotal )

inlineexplicit

The constructor of the EpochProgress class.

Parameters

numTotal The total number of samples to be processed.

inline

Update the current state of the epoch.

Parameters

targets	The desired predictions of the network in the current batch.
predictions	The actual predictions of the network in the current batch.
loss	The loss object to update.
metrics	The metrics to update given the new batch.

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