org.deeplearning4j.arbiter.layers

Class FeedForwardLayerSpace.Builder<T>

java.lang.Object

org.deeplearning4j.arbiter.layers.LayerSpace.Builder<T>

org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder<T>

org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder<T>

Direct Known Subclasses:

AbstractLSTMLayerSpace.Builder, BaseConvolutionLayerSpace.Builder, BaseOutputLayerSpace.Builder, BasePretrainNetworkLayerSpace.Builder, BatchNormalizationSpace.Builder, ConvolutionLayerSpace.Builder, DenseLayerSpace.Builder, EmbeddingLayerSpace.Builder, GravesBidirectionalLSTMLayerSpace.Builder, SubsamplingLayerSpace.Builder

Enclosing class:

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

public abstract static class FeedForwardLayerSpace.Builder<T>
extends BaseLayerSpace.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.Builder

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

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

dropOut

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
T	constrainAllParams(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)
T	constrainAllParams(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)
T	constrainBias(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)
T	constrainBias(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)
T	constrainWeights(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)
T	constrainWeights(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)
T	nIn(int nIn)
T	nIn(ParameterSpace<Integer> nIn)
T	nOut(int nOut)
T	nOut(ParameterSpace<Integer> nOut)

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

activation, activation, activation, activation, activationFn, biasInit, biasInit, biasUpdater, biasUpdater, dist, dist, gradientNormalization, gradientNormalization, gradientNormalizationThreshold, gradientNormalizationThreshold, l1, l1, l1Bias, l1Bias, l2, l2, l2Bias, l2Bias, updater, updater, weightInit, weightInit, weightInit

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

build, dropOut, dropOut, iDropOut

Methods inherited from class java.lang.Object

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

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

Builder

public Builder()

Method Detail

nIn

public T nIn(int nIn)

nIn

public T nIn(ParameterSpace<Integer> nIn)

nOut

public T nOut(int nOut)

nOut

public T nOut(ParameterSpace<Integer> nOut)

constrainWeights

public T constrainWeights(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)

constrainWeights

public T constrainWeights(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)

constrainBias

public T constrainBias(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)

constrainBias

public T constrainBias(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)

constrainAllParams

public T constrainAllParams(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)

constrainAllParams

public T constrainAllParams(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)