org.deeplearning4j.arbiter.layers

Class OCNNLayerSpace.Builder

java.lang.Object

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

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

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

org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace.Builder<OCNNLayerSpace.Builder>

org.deeplearning4j.arbiter.layers.OCNNLayerSpace.Builder

Enclosing class:

OCNNLayerSpace

public static class OCNNLayerSpace.Builder
extends BaseOutputLayerSpace.Builder<OCNNLayerSpace.Builder>

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<Boolean>	configureR
protected ParameterSpace<Integer>	hiddenLayerSize
protected ParameterSpace<Double>	initialRValue
protected ParameterSpace<Double>	nuSpace
protected ParameterSpace<Integer>	windowSize

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

hasBias, lossFunction

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

constrainAll, constrainBias, constrainWeights, nIn, 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
OCNNLayerSpace	build()
OCNNLayerSpace.Builder	configureR(boolean configureR)
OCNNLayerSpace.Builder	configureR(ParameterSpace<Boolean> configureR)
OCNNLayerSpace.Builder	hiddenLayerSize(int hiddenLayerSize)
OCNNLayerSpace.Builder	hiddenLayerSize(ParameterSpace<Integer> hiddenLayerSize)
OCNNLayerSpace.Builder	initialRValue(double initialRValue)
OCNNLayerSpace.Builder	initialRValue(ParameterSpace<Double> initialRValue)
OCNNLayerSpace.Builder	nu(double nu)
OCNNLayerSpace.Builder	nu(ParameterSpace<Double> nuSpace)
OCNNLayerSpace.Builder	numHidden(int numHidden) Deprecated.
OCNNLayerSpace.Builder	numHidden(ParameterSpace<Integer> numHiddenSpace) Deprecated.
OCNNLayerSpace.Builder	windowSize(int windowSize)
OCNNLayerSpace.Builder	windowSize(ParameterSpace<Integer> windowSize)

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

hasBias, hasBias, iLossFunction, iLossFunction, lossFunction, lossFunction

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

constrainAllParams, constrainAllParams, constrainBias, constrainBias, constrainWeights, constrainWeights, nIn, nIn, nOut, 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

dropOut, dropOut, iDropOut

Methods inherited from class java.lang.Object

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

Field Detail

nuSpace

protected ParameterSpace<Double> nuSpace

initialRValue

protected ParameterSpace<Double> initialRValue

hiddenLayerSize

protected ParameterSpace<Integer> hiddenLayerSize

windowSize

protected ParameterSpace<Integer> windowSize

configureR

protected ParameterSpace<Boolean> configureR

Constructor Detail

Builder

public Builder()

Method Detail

nu

public OCNNLayerSpace.Builder nu(ParameterSpace<Double> nuSpace)

numHidden

@Deprecated
public OCNNLayerSpace.Builder numHidden(ParameterSpace<Integer> numHiddenSpace)

Deprecated.

Use hiddenLayerSize instead

Parameters:

numHiddenSpace -

Returns:

numHidden

@Deprecated
public OCNNLayerSpace.Builder numHidden(int numHidden)

Deprecated.

Use hiddenLayerSize instead

Parameters:

numHidden -

Returns:

hiddenLayerSize

public OCNNLayerSpace.Builder hiddenLayerSize(ParameterSpace<Integer> hiddenLayerSize)

hiddenLayerSize

public OCNNLayerSpace.Builder hiddenLayerSize(int hiddenLayerSize)

nu

public OCNNLayerSpace.Builder nu(double nu)

initialRValue

public OCNNLayerSpace.Builder initialRValue(double initialRValue)

initialRValue

public OCNNLayerSpace.Builder initialRValue(ParameterSpace<Double> initialRValue)

windowSize

public OCNNLayerSpace.Builder windowSize(int windowSize)

windowSize

public OCNNLayerSpace.Builder windowSize(ParameterSpace<Integer> windowSize)

configureR

public OCNNLayerSpace.Builder configureR(boolean configureR)

configureR

public OCNNLayerSpace.Builder configureR(ParameterSpace<Boolean> configureR)

build

public OCNNLayerSpace build()

Specified by:

build in class LayerSpace.Builder<OCNNLayerSpace.Builder>