org.deeplearning4j.arbiter.layers

Class SubsamplingLayerSpace

java.lang.Object

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

org.deeplearning4j.arbiter.layers.LayerSpace<org.deeplearning4j.nn.conf.layers.SubsamplingLayer>

org.deeplearning4j.arbiter.layers.SubsamplingLayerSpace

All Implemented Interfaces:

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

public class SubsamplingLayerSpace
extends LayerSpace<org.deeplearning4j.nn.conf.layers.SubsamplingLayer>

Layer hyperparameter configuration space for subsampling layers

Author:

Alex Black

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SubsamplingLayerSpace.Builder

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<org.deeplearning4j.nn.conf.ConvolutionMode>	convolutionMode
protected ParameterSpace<int[]>	dilation
protected ParameterSpace<Double>	eps
protected ParameterSpace<int[]>	kernelSize
protected ParameterSpace<int[]>	padding
protected ParameterSpace<Integer>	pnorm
protected ParameterSpace<org.deeplearning4j.nn.conf.layers.SubsamplingLayer.PoolingType>	poolingType
protected ParameterSpace<int[]>	stride

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

dropOut, numParameters

Method Summary

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

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

collectLeaves, isLeaf, numParameters, setIndices, 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

convolutionMode

protected ParameterSpace<org.deeplearning4j.nn.conf.ConvolutionMode> convolutionMode

poolingType

protected ParameterSpace<org.deeplearning4j.nn.conf.layers.SubsamplingLayer.PoolingType> poolingType

dilation

protected ParameterSpace<int[]> dilation

kernelSize

protected ParameterSpace<int[]> kernelSize

stride

protected ParameterSpace<int[]> stride

padding

protected ParameterSpace<int[]> padding

pnorm

protected ParameterSpace<Integer> pnorm

eps

protected ParameterSpace<Double> eps

Method Detail

getValue

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

setLayerOptionsBuilder

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

toString

public String toString()

Overrides:

toString in class LayerSpace<org.deeplearning4j.nn.conf.layers.SubsamplingLayer>

toString

public String toString(String delim)

Overrides:

toString in class LayerSpace<org.deeplearning4j.nn.conf.layers.SubsamplingLayer>