org.deeplearning4j.arbiter.layers

Class FeedForwardLayerSpace<L extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>

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>

All Implemented Interfaces:

ParameterSpace<L>

Direct Known Subclasses:

AbstractLSTMLayerSpace, BaseConvolutionLayerSpace, BaseOutputLayerSpace, BasePretrainNetworkLayerSpace, BatchNormalizationSpace, ConvolutionLayerSpace, DenseLayerSpace, EmbeddingLayerSpace, GravesBidirectionalLSTMLayerSpace

public abstract class FeedForwardLayerSpace<L extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>
extends BaseLayerSpace<L>

Nested Class Summary

Nested Classes

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

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>>	constrainAll
protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>>	constrainBias
protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>>	constrainWeights
protected ParameterSpace<Integer>	nIn
protected ParameterSpace<Integer>	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	FeedForwardLayerSpace(FeedForwardLayerSpace.Builder builder)

Method Summary

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

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

nIn

protected ParameterSpace<Integer> nIn

nOut

protected ParameterSpace<Integer> nOut

constrainWeights

protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constrainWeights

constrainBias

protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constrainBias

constrainAll

protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constrainAll

Constructor Detail

FeedForwardLayerSpace

protected FeedForwardLayerSpace(FeedForwardLayerSpace.Builder builder)

Method Detail

setLayerOptionsBuilder

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

toString

public String toString()

Overrides:

toString in class BaseLayerSpace<L extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>

toString

protected String toString(String delim)

Overrides:

toString in class BaseLayerSpace<L extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>