org.joone.engine

Class BatchLearner

java.lang.Object

org.joone.engine.AbstractLearner

org.joone.engine.ExtendableLearner

org.joone.engine.BatchLearner

All Implemented Interfaces:

java.io.Serializable, Learner

public class BatchLearner
extends ExtendableLearner

BatchLearner stores the weight/bias changes during the batch and updates them after the batch is done. IMPORTANT: If you want to have standard batch learning, i.e. the BatchSize equals the number of training patterns available, just use monitor. setBatchSize(monitor.getTrainingPatterns());

See Also:

Serialized Form

Field Summary

Fields inherited from class org.joone.engine.ExtendableLearner

theDeltaRuleExtenders, theGradientExtenders, theUpdateWeightExtender

Fields inherited from class org.joone.engine.AbstractLearner

learnable, learnableLayer, learnableSynapse, monitor

Constructor Summary

Constructors

Constructor and Description
BatchLearner()
BatchLearner(int batchSize) Deprecated. use BatchLearner() and set the batch size with monitor.setBatchSize()

Method Summary

Methods

Modifier and Type	Method and Description
int	getBatchSize() Deprecated. use monitor.getBatchSize()
void	initiateNewBatch() Deprecated. not used, the BatchModeExtender takes care of everything
void	setBatchSize(int newBatchSize) Deprecated. use monitor.setBatchSize()

Methods inherited from class org.joone.engine.ExtendableLearner

addDeltaRuleExtender, addGradientExtender, getDefaultDelta, getDefaultDelta, getDefaultGradientBias, getDefaultGradientWeight, getDelta, getDelta, getGradientBias, getGradientWeight, getLearningRate, getLearningRate, getUpdateWeightExtender, postBiasUpdate, postBiasUpdateImpl, postWeightUpdate, postWeightUpdateImpl, preBiasUpdate, preBiasUpdateImpl, preWeightUpdate, preWeightUpdateImpl, requestBiasUpdate, requestWeightUpdate, setUpdateWeightExtender, updateBias, updateWeight

Methods inherited from class org.joone.engine.AbstractLearner

getLayer, getMonitor, getSynapse, registerLearnable, setMonitor

Methods inherited from class java.lang.Object

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

Constructor Detail

BatchLearner

public BatchLearner()

BatchLearner

public BatchLearner(int batchSize)

Deprecated. use BatchLearner() and set the batch size with monitor.setBatchSize()

Method Detail

initiateNewBatch

public void initiateNewBatch()

Deprecated. not used, the BatchModeExtender takes care of everything

setBatchSize

public void setBatchSize(int newBatchSize)

Deprecated. use monitor.setBatchSize()

getBatchSize

public int getBatchSize()

Deprecated. use monitor.getBatchSize()