NetLearnerOnDemand Class Reference

Learns multiple epochs, for data that wont fit in memory. More...

Inherits NetLearnerBase.

Public Member Functions
publicapi	NetLearnerOnDemand (Trainable *net, std::string trainFilepath, int Ntrain, std::string testFilepath, int Ntest, int fileReadBatches, int batchSize)
publicapi VIRTUAL bool	getEpochDone ()
publicapi VIRTUAL int	getNextEpoch ()
publicapi VIRTUAL int	getNextBatch ()
publicapi VIRTUAL int	getNTrain ()
publicapi VIRTUAL int	getBatchNumRight ()
publicapi VIRTUAL float	getBatchLoss ()
publicapi VIRTUAL void	reset ()
publicapi VIRTUAL bool	tickBatch ()
publicapi VIRTUAL bool	tickEpoch ()
publicapi VIRTUAL void	run ()
publicapi VIRTUAL bool	isLearningDone ()
publicapi VIRTUAL void	learn (float learningRate)

Detailed Description

Learns multiple epochs, for data that wont fit in memory.

Handles learning the neural net, ie running multiple epochs, using two OnDemandBatchers, one for training, one for testing, to learn the epochs.

Note that there's no particular reason why this class couldnt be merged completely with the 'NetLeaner' class, simply passing in either 'Batcher' objects, or 'OnDemandBatcher' objects

Public API

Constructor & Destructor Documentation

publicapi NetLearnerOnDemand::NetLearnerOnDemand	(	Trainable *	net,
		std::string	trainFilepath,
		int	Ntrain,
		std::string	testFilepath,
		int	Ntest,
		int	fileReadBatches,
		int	batchSize
	)

Public API

Member Function Documentation

publicapi VIRTUAL bool NetLearnerOnDemand::getEpochDone

(

)

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publicapi VIRTUAL int NetLearnerOnDemand::getNextEpoch

(

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publicapi VIRTUAL int NetLearnerOnDemand::getNextBatch

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publicapi VIRTUAL int NetLearnerOnDemand::getNTrain

(

)

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publicapi VIRTUAL int NetLearnerOnDemand::getBatchNumRight

(

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publicapi VIRTUAL float NetLearnerOnDemand::getBatchLoss

(

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publicapi VIRTUAL void NetLearnerOnDemand::reset

(

)

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publicapi VIRTUAL bool NetLearnerOnDemand::tickBatch

(

)

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publicapi VIRTUAL bool NetLearnerOnDemand::tickEpoch

(

)

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publicapi VIRTUAL void NetLearnerOnDemand::run

(

)

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publicapi VIRTUAL bool NetLearnerOnDemand::isLearningDone

(

)

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publicapi VIRTUAL void NetLearnerOnDemand::learn

(

float

learningRate

)

Public API

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

• NetLearnerOnDemand.h
• NetLearnerOnDemand.cpp