org.deeplearning4j.arbiter.layers.fixed

Class FixedLayerSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

java.lang.Object

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

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

org.deeplearning4j.arbiter.layers.fixed.FixedLayerSpace<T>

Type Parameters:

T - Type of layer

All Implemented Interfaces:

ParameterSpace<T>

public class FixedLayerSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>
extends LayerSpace<T>

A layer space that wraps a DL4J layer, without any optimizable hyperparameters

Author:

Alex Black

Nested Class Summary

Nested classes/interfaces inherited from class org.deeplearning4j.arbiter.layers.LayerSpace

LayerSpace.Builder<T>

Field Summary

Fields

Modifier and Type	Field and Description
protected T	layer

Fields inherited from class org.deeplearning4j.arbiter.layers.LayerSpace

dropOut, numParameters

Constructor Summary

Constructors

Constructor and Description
FixedLayerSpace()

Method Summary

Modifier and Type	Method and Description
List<ParameterSpace>	collectLeaves()
T	getValue(double[] parameterValues)
boolean	isLeaf()
int	numParameters()
void	setIndices(int[] idxs)

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

setLayerOptionsBuilder, toString, toString

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

layer

protected T extends org.deeplearning4j.nn.conf.layers.Layer layer

Constructor Detail

FixedLayerSpace

public FixedLayerSpace()

Method Detail

getValue

public T getValue(double[] parameterValues)

numParameters

public int numParameters()

Specified by:

numParameters in interface ParameterSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

Overrides:

numParameters in class LayerSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

isLeaf

public boolean isLeaf()

Specified by:

isLeaf in interface ParameterSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

Overrides:

isLeaf in class LayerSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

setIndices

public void setIndices(int[] idxs)

Specified by:

setIndices in interface ParameterSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

Overrides:

setIndices in class LayerSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

collectLeaves

public List<ParameterSpace> collectLeaves()

Specified by:

collectLeaves in interface ParameterSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>

Overrides:

collectLeaves in class LayerSpace<T extends org.deeplearning4j.nn.conf.layers.Layer>