org.deeplearning4j.arbiter.layers

Class LayerSpace<L extends org.deeplearning4j.nn.conf.layers.Layer>

java.lang.Object

org.deeplearning4j.arbiter.optimize.api.AbstractParameterSpace<L>

org.deeplearning4j.arbiter.layers.LayerSpace<L>

All Implemented Interfaces:

ParameterSpace<L>

Direct Known Subclasses:

ActivationLayerSpace, BaseLayerSpace, Bidirectional, DropoutLayerSpace, FixedLayerSpace, GlobalPoolingLayerSpace, LocalResponseNormalizationLayerSpace, LossLayerSpace, SubsamplingLayerSpace

public abstract class LayerSpace<L extends org.deeplearning4j.nn.conf.layers.Layer>
extends AbstractParameterSpace<L>

LayerSpace contains common Layer hyperparameters; should match Layer in terms of features

Author:

Alex Black

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	LayerSpace.Builder<T>

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<org.deeplearning4j.nn.conf.dropout.IDropout>	dropOut
protected int	numParameters

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	LayerSpace(LayerSpace.Builder builder)

Method Summary

Modifier and Type	Method and Description
List<ParameterSpace>	collectLeaves()
boolean	isLeaf()
int	numParameters()
void	setIndices(int... indices)
protected void	setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.Layer.Builder builder, double[] values)
String	toString()
protected String	toString(String delim)

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

Methods inherited from interface org.deeplearning4j.arbiter.optimize.api.ParameterSpace

getValue

Field Detail

dropOut

protected ParameterSpace<org.deeplearning4j.nn.conf.dropout.IDropout> dropOut

numParameters

protected int numParameters

Constructor Detail

LayerSpace

protected LayerSpace(LayerSpace.Builder builder)

Method Detail

collectLeaves

public List<ParameterSpace> collectLeaves()

numParameters

public int numParameters()

isLeaf

public boolean isLeaf()

setIndices

public void setIndices(int... indices)

setLayerOptionsBuilder

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

toString

public String toString()

Overrides:

toString in class Object

toString

protected String toString(String delim)