org.deeplearning4j.arbiter.layers

Class BasePretrainNetworkLayerSpace<L extends org.deeplearning4j.nn.conf.layers.BasePretrainNetwork>

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<L>

All Implemented Interfaces:

ParameterSpace<L>

Direct Known Subclasses:

AutoEncoderLayerSpace, VariationalAutoencoderLayerSpace

public abstract class BasePretrainNetworkLayerSpace<L extends org.deeplearning4j.nn.conf.layers.BasePretrainNetwork>
extends FeedForwardLayerSpace<L>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	BasePretrainNetworkLayerSpace.Builder<T>

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<org.nd4j.linalg.lossfunctions.LossFunctions.LossFunction>	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	BasePretrainNetworkLayerSpace(BasePretrainNetworkLayerSpace.Builder builder)

Method Summary

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

setLayerOptionsBuilder, toString, toString

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

Methods inherited from interface org.deeplearning4j.arbiter.optimize.api.ParameterSpace

getValue

Field Detail

lossFunction

protected ParameterSpace<org.nd4j.linalg.lossfunctions.LossFunctions.LossFunction> lossFunction

Constructor Detail

BasePretrainNetworkLayerSpace

protected BasePretrainNetworkLayerSpace(BasePretrainNetworkLayerSpace.Builder builder)