org.deeplearning4j.arbiter.layers

Class OCNNLayerSpace

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>

org.deeplearning4j.arbiter.layers.BaseOutputLayerSpace<org.deeplearning4j.nn.conf.ocnn.OCNNOutputLayer>

org.deeplearning4j.arbiter.layers.OCNNLayerSpace

All Implemented Interfaces:

ParameterSpace<org.deeplearning4j.nn.conf.ocnn.OCNNOutputLayer>

public class OCNNLayerSpace
extends BaseOutputLayerSpace<org.deeplearning4j.nn.conf.ocnn.OCNNOutputLayer>

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	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

hasBias, lossFunction

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.ocnn.OCNNOutputLayer	getValue(double[] parameterValues)
protected void	setLayerOptionsBuilder(org.deeplearning4j.nn.conf.ocnn.OCNNOutputLayer.Builder builder, double[] values)

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

setLayerOptionsBuilder

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

setLayerOptionsBuilder, toString, toString

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

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

Method Detail

getValue

public org.deeplearning4j.nn.conf.ocnn.OCNNOutputLayer getValue(double[] parameterValues)

setLayerOptionsBuilder

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