org.deeplearning4j.arbiter.layers

Class VariationalAutoencoderLayerSpace

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.variational.VariationalAutoencoder>

org.deeplearning4j.arbiter.layers.VariationalAutoencoderLayerSpace

All Implemented Interfaces:

ParameterSpace<org.deeplearning4j.nn.conf.layers.variational.VariationalAutoencoder>

public class VariationalAutoencoderLayerSpace
extends BasePretrainNetworkLayerSpace<org.deeplearning4j.nn.conf.layers.variational.VariationalAutoencoder>

Layer space for VariationalAutoencoder

Author:

Alex Black

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	VariationalAutoencoderLayerSpace.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

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	VariationalAutoencoderLayerSpace(VariationalAutoencoderLayerSpace.Builder builder)

Method Summary

Modifier and Type	Method and Description
org.deeplearning4j.nn.conf.layers.variational.VariationalAutoencoder	getValue(double[] parameterValues)
protected void	setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.variational.VariationalAutoencoder.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

Constructor Detail

VariationalAutoencoderLayerSpace

protected VariationalAutoencoderLayerSpace(VariationalAutoencoderLayerSpace.Builder builder)

Method Detail

getValue

public org.deeplearning4j.nn.conf.layers.variational.VariationalAutoencoder getValue(double[] parameterValues)

setLayerOptionsBuilder

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

toString

public String toString()

Overrides:

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

toString

public String toString(String delim)

Overrides:

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