org.openimaj.workinprogress.optimisation

Class EpochAnnealedLearningRate<PTYPE extends Parameters<PTYPE>>

java.lang.Object

org.openimaj.workinprogress.optimisation.LearningRate<PTYPE>

org.openimaj.workinprogress.optimisation.EpochAnnealedLearningRate<PTYPE>

public class EpochAnnealedLearningRate<PTYPE extends Parameters<PTYPE>>
extends LearningRate<PTYPE>

Constructor Summary

Constructors

Constructor and Description
EpochAnnealedLearningRate(double initialLearningRate, double annealingRate)
EpochAnnealedLearningRate(double initialLearningRate, int maxEpochs)

Method Summary

Modifier and Type	Method and Description
double	getRate(int epoch, int iteration, PTYPE parameters)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

EpochAnnealedLearningRate

public EpochAnnealedLearningRate(double initialLearningRate,
                                 double annealingRate)

EpochAnnealedLearningRate

public EpochAnnealedLearningRate(double initialLearningRate,
                                 int maxEpochs)

Method Detail

getRate

public double getRate(int epoch,
                      int iteration,
                      PTYPE parameters)

Specified by:

getRate in class LearningRate<PTYPE extends Parameters<PTYPE>>