org.deeplearning4j.arbiter.layers

Class DenseLayerSpace

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<org.deeplearning4j.nn.conf.layers.DenseLayer>

org.deeplearning4j.arbiter.layers.DenseLayerSpace

All Implemented Interfaces:

ParameterSpace<org.deeplearning4j.nn.conf.layers.DenseLayer>

public class DenseLayerSpace
extends FeedForwardLayerSpace<org.deeplearning4j.nn.conf.layers.DenseLayer>

layer hyperparameter configuration space for dense layers (i.e., multi-layer perceptron layers)

Author:

Alex Black

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	DenseLayerSpace.Builder

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<Boolean>	hasBias

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

Method Summary

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

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

setLayerOptionsBuilder

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

Field Detail

hasBias

protected ParameterSpace<Boolean> hasBias

Method Detail

getValue

public org.deeplearning4j.nn.conf.layers.DenseLayer getValue(double[] values)

setLayerOptionsBuilder

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

toString

public String toString()

Overrides:

toString in class FeedForwardLayerSpace<org.deeplearning4j.nn.conf.layers.DenseLayer>

toString

public String toString(String delim)

Overrides:

toString in class FeedForwardLayerSpace<org.deeplearning4j.nn.conf.layers.DenseLayer>