Learns an entire epoch of training, for data that wont fit in memory. More...

Public Member Functions
publicapi	OnDemandBatcher (Trainable net, NetAction netAction, std::string filepath, int N, int fileReadBatches, int batchSize)

publicapi VIRTUAL int	getNextFileBatch ()

publicapi VIRTUAL int	getNextBatch ()

publicapi VIRTUAL float	getLoss ()

publicapi VIRTUAL int	getNumRight ()

publicapi VIRTUAL bool	getEpochDone ()

publicapi VIRTUAL int	getN ()

publicapi void	reset ()

publicapi bool	tick ()

publicapi EpochResult	run ()

Detailed Description

Learns an entire epoch of training, for data that wont fit in memory.

This handles an entire epoch of training, loading in data in chunks and then passing it to a 'Batcher' class, to train/test each chunk

If you want to run multiple epochs, you can use a 'NetLearnerOnDemand' class

Constructor & Destructor Documentation

publicapi OnDemandBatcher::OnDemandBatcher	(	Trainable *	net,
		NetAction *	netAction,
		std::string	filepath,
		int	N,
		int	fileReadBatches,
		int	batchSize
	)

publicapi VIRTUAL int OnDemandBatcher::getNextFileBatch ( )

publicapi VIRTUAL int OnDemandBatcher::getNextBatch ( )

publicapi VIRTUAL float OnDemandBatcher::getLoss ( )

publicapi VIRTUAL int OnDemandBatcher::getNumRight ( )

publicapi VIRTUAL bool OnDemandBatcher::getEpochDone ( )

publicapi VIRTUAL int OnDemandBatcher::getN ( )

publicapi void OnDemandBatcher::reset ( )

publicapi bool OnDemandBatcher::tick ( )

publicapi EpochResult OnDemandBatcher::run ( )

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