NetLearner Class Reference

Runs multiple learning epochs using Batcher objects. More...

Inherits NetLearnerBase.

Public Member Functions
publicapi	NetLearner (Trainable *net, int Ntrain, float *trainData, int *trainLabels, int Ntest, float *testData, int *testLabels, int batchSize)
publicapi VIRTUAL void	reset ()
publicapi VIRTUAL bool	tickBatch ()
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 bool	tickEpoch ()
publicapi VIRTUAL void	run ()
publicapi VIRTUAL bool	isLearningDone ()
publicapi VIRTUAL void	setLearningRate (float learningRate)
publicapi VIRTUAL void	learn (float learningRate)

Detailed Description

Runs multiple learning epochs using Batcher objects.

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

This class expects the data to be already in memory. If the data is really big, wont fit in memory, you probably want to use something more like NetLearnerOnDemand, which can load in a chunk of data from datafiles at a time

Public API

Constructor & Destructor Documentation

publicapi NetLearner::NetLearner	(	Trainable *	net,
		int	Ntrain,
		float *	trainData,
		int *	trainLabels,
		int	Ntest,
		float *	testData,
		int *	testLabels,
		int	batchSize
	)

Public API

Member Function Documentation

publicapi VIRTUAL void NetLearner::reset

(

)

Public API

publicapi VIRTUAL bool NetLearner::tickBatch

(

)

Public API

publicapi VIRTUAL bool NetLearner::getEpochDone

(

)

Public API

publicapi VIRTUAL int NetLearner::getNextEpoch

(

)

Public API

publicapi VIRTUAL int NetLearner::getNextBatch

(

)

Public API

publicapi VIRTUAL int NetLearner::getNTrain

(

)

Public API

publicapi VIRTUAL int NetLearner::getBatchNumRight

(

)

Public API

publicapi VIRTUAL float NetLearner::getBatchLoss

(

)

Public API

publicapi VIRTUAL bool NetLearner::tickEpoch

(

)

Public API

publicapi VIRTUAL void NetLearner::run

(

)

Public API

publicapi VIRTUAL bool NetLearner::isLearningDone

(

)

Public API

publicapi VIRTUAL void NetLearner::setLearningRate

(

float

learningRate

)

Public API

publicapi VIRTUAL void NetLearner::learn

(

float

learningRate

)

Public API

---

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

• NetLearner.h
• NetLearner.cpp