org.deeplearning4j.arbiter.layers

Class BaseConvolutionLayerSpace<T extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>

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<T>

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

All Implemented Interfaces:

ParameterSpace<T>

Direct Known Subclasses:

Deconvolution2DLayerSpace, SeparableConvolution2DLayerSpace

public abstract class BaseConvolutionLayerSpace<T extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>
extends FeedForwardLayerSpace<T>

Layer space for convolutional layers

Author:

Alex Black

Nested Class Summary

Nested Classes

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

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<org.deeplearning4j.nn.conf.ConvolutionMode>	convolutionMode
protected ParameterSpace<int[]>	dilation
protected ParameterSpace<Boolean>	hasBias
protected ParameterSpace<int[]>	kernelSize
protected ParameterSpace<int[]>	padding
protected ParameterSpace<int[]>	stride

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

Constructor Summary

Constructors

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

Method Summary

Modifier and Type	Method and Description
protected void	setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.ConvolutionLayer.BaseConvBuilder<?> 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

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

getValue

Field Detail

dilation

protected ParameterSpace<int[]> dilation

kernelSize

protected ParameterSpace<int[]> kernelSize

stride

protected ParameterSpace<int[]> stride

padding

protected ParameterSpace<int[]> padding

convolutionMode

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

hasBias

protected ParameterSpace<Boolean> hasBias

Constructor Detail

BaseConvolutionLayerSpace

protected BaseConvolutionLayerSpace(BaseConvolutionLayerSpace.Builder builder)

Method Detail

setLayerOptionsBuilder

protected void setLayerOptionsBuilder(org.deeplearning4j.nn.conf.layers.ConvolutionLayer.BaseConvBuilder<?> builder,
                                      double[] values)

toString

public String toString()

Overrides:

toString in class FeedForwardLayerSpace<T extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>

toString

public String toString(String delim)

Overrides:

toString in class FeedForwardLayerSpace<T extends org.deeplearning4j.nn.conf.layers.FeedForwardLayer>