org.deeplearning4j.arbiter.layers

Class BaseLayerSpace.Builder<T>

java.lang.Object

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

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

Direct Known Subclasses:

FeedForwardLayerSpace.Builder

Enclosing class:

BaseLayerSpace<L extends org.deeplearning4j.nn.conf.layers.BaseLayer>

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

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<org.nd4j.linalg.activations.IActivation>	activationFunction
protected ParameterSpace<Double>	biasInit
protected ParameterSpace<org.nd4j.linalg.learning.config.IUpdater>	biasUpdater
protected ParameterSpace<org.deeplearning4j.nn.conf.distribution.Distribution>	dist
protected ParameterSpace<org.deeplearning4j.nn.conf.GradientNormalization>	gradientNormalization
protected ParameterSpace<Double>	gradientNormalizationThreshold
protected ParameterSpace<Double>	l1
protected ParameterSpace<Double>	l1Bias
protected ParameterSpace<Double>	l2
protected ParameterSpace<Double>	l2Bias
protected ParameterSpace<org.nd4j.linalg.learning.config.IUpdater>	updater
protected ParameterSpace<org.deeplearning4j.nn.weights.WeightInit>	weightInit
protected ParameterSpace<org.deeplearning4j.nn.conf.weightnoise.IWeightNoise>	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	activation(org.nd4j.linalg.activations.Activation... activations)
T	activation(org.nd4j.linalg.activations.Activation activation)
T	activation(org.nd4j.linalg.activations.IActivation iActivation)
T	activation(ParameterSpace<org.nd4j.linalg.activations.Activation> activationFunction)
T	activationFn(ParameterSpace<org.nd4j.linalg.activations.IActivation> activationFunction)
T	biasInit(double biasInit)
T	biasInit(ParameterSpace<Double> biasInit)
T	biasUpdater(org.nd4j.linalg.learning.config.IUpdater biasUpdater)
T	biasUpdater(ParameterSpace<org.nd4j.linalg.learning.config.IUpdater> biasUpdater)
T	dist(org.deeplearning4j.nn.conf.distribution.Distribution dist)
T	dist(ParameterSpace<org.deeplearning4j.nn.conf.distribution.Distribution> dist)
T	gradientNormalization(org.deeplearning4j.nn.conf.GradientNormalization gradientNormalization)
T	gradientNormalization(ParameterSpace<org.deeplearning4j.nn.conf.GradientNormalization> gradientNormalization)
T	gradientNormalizationThreshold(double threshold)
T	gradientNormalizationThreshold(ParameterSpace<Double> gradientNormalizationThreshold)
T	l1(double l1)
T	l1(ParameterSpace<Double> l1)
T	l1Bias(double l1Bias)
T	l1Bias(ParameterSpace<Double> l1Bias)
T	l2(double l2)
T	l2(ParameterSpace<Double> l2)
T	l2Bias(double l2Bias)
T	l2Bias(ParameterSpace<Double> l2Bias)
T	updater(org.nd4j.linalg.learning.config.IUpdater updater)
T	updater(ParameterSpace<org.nd4j.linalg.learning.config.IUpdater> updater)
T	weightInit(org.deeplearning4j.nn.conf.distribution.Distribution distribution)
T	weightInit(ParameterSpace<org.deeplearning4j.nn.weights.WeightInit> weightInit)
T	weightInit(org.deeplearning4j.nn.weights.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

activationFunction

protected ParameterSpace<org.nd4j.linalg.activations.IActivation> activationFunction

weightInit

protected ParameterSpace<org.deeplearning4j.nn.weights.WeightInit> weightInit

biasInit

protected ParameterSpace<Double> biasInit

dist

protected ParameterSpace<org.deeplearning4j.nn.conf.distribution.Distribution> dist

l1

protected ParameterSpace<Double> l1

l2

protected ParameterSpace<Double> l2

l1Bias

protected ParameterSpace<Double> l1Bias

l2Bias

protected ParameterSpace<Double> l2Bias

updater

protected ParameterSpace<org.nd4j.linalg.learning.config.IUpdater> updater

biasUpdater

protected ParameterSpace<org.nd4j.linalg.learning.config.IUpdater> biasUpdater

weightNoise

protected ParameterSpace<org.deeplearning4j.nn.conf.weightnoise.IWeightNoise> weightNoise

gradientNormalization

protected ParameterSpace<org.deeplearning4j.nn.conf.GradientNormalization> gradientNormalization

gradientNormalizationThreshold

protected ParameterSpace<Double> gradientNormalizationThreshold

Constructor Detail

Builder

public Builder()

Method Detail

activation

public T activation(org.nd4j.linalg.activations.Activation... activations)

activation

public T activation(org.nd4j.linalg.activations.Activation activation)

activation

public T activation(org.nd4j.linalg.activations.IActivation iActivation)

activation

public T activation(ParameterSpace<org.nd4j.linalg.activations.Activation> activationFunction)

activationFn

public T activationFn(ParameterSpace<org.nd4j.linalg.activations.IActivation> activationFunction)

weightInit

public T weightInit(org.deeplearning4j.nn.weights.WeightInit weightInit)

weightInit

public T weightInit(ParameterSpace<org.deeplearning4j.nn.weights.WeightInit> weightInit)

weightInit

public T weightInit(org.deeplearning4j.nn.conf.distribution.Distribution distribution)

biasInit

public T biasInit(double biasInit)

biasInit

public T biasInit(ParameterSpace<Double> biasInit)

dist

public T dist(org.deeplearning4j.nn.conf.distribution.Distribution dist)

dist

public T dist(ParameterSpace<org.deeplearning4j.nn.conf.distribution.Distribution> dist)

l1

public T l1(double l1)

l1

public T l1(ParameterSpace<Double> l1)

l2

public T l2(double l2)

l2

public T l2(ParameterSpace<Double> l2)

l1Bias

public T l1Bias(double l1Bias)

l1Bias

public T l1Bias(ParameterSpace<Double> l1Bias)

l2Bias

public T l2Bias(double l2Bias)

l2Bias

public T l2Bias(ParameterSpace<Double> l2Bias)

updater

public T updater(org.nd4j.linalg.learning.config.IUpdater updater)

updater

public T updater(ParameterSpace<org.nd4j.linalg.learning.config.IUpdater> updater)

biasUpdater

public T biasUpdater(org.nd4j.linalg.learning.config.IUpdater biasUpdater)

biasUpdater

public T biasUpdater(ParameterSpace<org.nd4j.linalg.learning.config.IUpdater> biasUpdater)

gradientNormalization

public T gradientNormalization(org.deeplearning4j.nn.conf.GradientNormalization gradientNormalization)

gradientNormalization

public T gradientNormalization(ParameterSpace<org.deeplearning4j.nn.conf.GradientNormalization> gradientNormalization)

gradientNormalizationThreshold

public T gradientNormalizationThreshold(double threshold)

gradientNormalizationThreshold

public T gradientNormalizationThreshold(ParameterSpace<Double> gradientNormalizationThreshold)