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)

virtual publicapi int	getNextFileBatch ()

virtual publicapi int	getNextBatch ()

virtual publicapi float	getLoss ()

virtual publicapi int	getNumRight ()

virtual publicapi bool	getEpochDone ()

virtual publicapi int	getN ()

publicapi void	reset ()

publicapi bool	tick (int epoch)

publicapi EpochResult	run (int epoch)

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 ( )

virtual

publicapi VIRTUAL int OnDemandBatcher::getNextBatch ( )

virtual

publicapi VIRTUAL float OnDemandBatcher::getLoss ( )

virtual

publicapi VIRTUAL int OnDemandBatcher::getNumRight ( )

virtual

publicapi VIRTUAL bool OnDemandBatcher::getEpochDone ( )

virtual

publicapi VIRTUAL int OnDemandBatcher::getN ( )

virtual

publicapi void OnDemandBatcher::reset ( )

publicapi bool OnDemandBatcher::tick ( int epoch )

publicapi EpochResult OnDemandBatcher::run ( int epoch )

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