org.deeplearning4j.arbiter.layers

Class AutoEncoderLayerSpace

java.lang.Object

org.deeplearning4j.arbiter.optimize.api.AbstractParameterSpace<L>

org.deeplearning4j.arbiter.layers.LayerSpace<L>

org.deeplearning4j.arbiter.layers.BaseLayerSpace<L>

org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace<L>

org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace<org.deeplearning4j.nn.conf.layers.AutoEncoder>

org.deeplearning4j.arbiter.layers.AutoEncoderLayerSpace

All Implemented Interfaces:

ParameterSpace<org.deeplearning4j.nn.conf.layers.AutoEncoder>

public class AutoEncoderLayerSpace
extends BasePretrainNetworkLayerSpace<org.deeplearning4j.nn.conf.layers.AutoEncoder>

Layer space for autoencoder layers

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	AutoEncoderLayerSpace.Builder

Field Summary

Fields inherited from class org.deeplearning4j.arbiter.layers.BasePretrainNetworkLayerSpace

lossFunction

Fields inherited from class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace

constrainAll, constrainBias, constrainWeights, nIn, nOut

Fields inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace

activationFunction, biasInit, biasUpdater, dist, gradientNormalization, gradientNormalizationThreshold, l1, l1Bias, l2, l2Bias, numParameters, updater, weightInit, weightNoise

Fields inherited from class org.deeplearning4j.arbiter.layers.LayerSpace

dropOut

Method Summary

Modifier and Type	Method and Description
org.deeplearning4j.nn.conf.layers.AutoEncoder	getValue(double[] values)
protected void	setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.AutoEncoder.Builder builder, double[] values)
String	toString()
String	toString(String delim)

Methods inherited from class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace

setLayerOptionsBuilder

Methods inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace

isLeaf, numParameters, setIndices, setLayerOptionsBuilder

Methods inherited from class org.deeplearning4j.arbiter.layers.LayerSpace

collectLeaves, setLayerOptionsBuilder

Methods inherited from class org.deeplearning4j.arbiter.optimize.api.AbstractParameterSpace

getNestedSpaces

Methods inherited from class java.lang.Object

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

Method Detail

getValue

public org.deeplearning4j.nn.conf.layers.AutoEncoder getValue(double[] values)

setLayerOptionsBuilder

protected void setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.AutoEncoder.Builder builder,
                                      double[] values)

toString

public String toString()

Overrides:

toString in class FeedForwardLayerSpace<org.deeplearning4j.nn.conf.layers.AutoEncoder>

toString

public String toString(String delim)

Overrides:

toString in class FeedForwardLayerSpace<org.deeplearning4j.nn.conf.layers.AutoEncoder>