org.deeplearning4j.nn.updater

Class AdaGradUpdater

java.lang.Object

org.deeplearning4j.nn.updater.BaseUpdater

org.deeplearning4j.nn.updater.AdaGradUpdater

All Implemented Interfaces:

Serializable, Cloneable, Updater

public class AdaGradUpdater
extends BaseUpdater

Ada grad updater

Author:

Adam Gibson

See Also:

Serialized Form

Field Summary

Fields inherited from class org.deeplearning4j.nn.updater.BaseUpdater

updaterForVariable, viewArray

Constructor Summary

Constructors

Constructor and Description
AdaGradUpdater()

Method Summary

Modifier and Type	Method and Description
void	init()
org.nd4j.linalg.learning.GradientUpdater	init(String variable, Layer layer)

Methods inherited from class org.deeplearning4j.nn.updater.BaseUpdater

applyLrDecayPolicy, applyMomentumDecayPolicy, clone, equals, getStateViewArray, hashCode, postApply, preApply, setStateViewArray, stateSizeForLayer, update

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

AdaGradUpdater

public AdaGradUpdater()

Method Detail

init

public void init()

Specified by:

init in class BaseUpdater

init

public org.nd4j.linalg.learning.GradientUpdater init(String variable,
                                                     Layer layer)

Specified by:

init in class BaseUpdater