org.deeplearning4j.arbiter.layers

Class SeparableConvolution2DLayerSpace.Builder

java.lang.Object

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

org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder<T>

org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder<T>

org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder<SeparableConvolution2DLayerSpace.Builder>

org.deeplearning4j.arbiter.layers.SeparableConvolution2DLayerSpace.Builder

Enclosing class:

SeparableConvolution2DLayerSpace

public static class SeparableConvolution2DLayerSpace.Builder
extends BaseConvolutionLayerSpace.Builder<SeparableConvolution2DLayerSpace.Builder>

Field Summary

Fields

Modifier and Type	Field and Description
protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>>	pointWiseConstraints

Fields inherited from class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder

convolutionMode, dilation, hasBias, kernelSize, padding, stride

Fields inherited from class org.deeplearning4j.arbiter.layers.FeedForwardLayerSpace.Builder

constrainAll, constrainBias, constrainWeights, nIn, nOut

Fields inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder

activationFunction, biasInit, biasUpdater, dist, gradientNormalization, gradientNormalizationThreshold, l1, l1Bias, l2, l2Bias, updater, weightInit, weightNoise

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

dropOut

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
SeparableConvolution2DLayerSpace	build()
SeparableConvolution2DLayerSpace.Builder	constrainPointWise(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)
SeparableConvolution2DLayerSpace.Builder	constrainPointWise(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)
SeparableConvolution2DLayerSpace.Builder	depthMultiplier(int depthMultiplier)
SeparableConvolution2DLayerSpace.Builder	depthMultiplier(ParameterSpace<Integer> depthMultiplier)

Methods inherited from class org.deeplearning4j.arbiter.layers.BaseConvolutionLayerSpace.Builder

convolutionMode, convolutionMode, dilation, dilation, hasBias, hasBias, kernelSize, kernelSize, padding, padding, stride, stride

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

constrainAllParams, constrainAllParams, constrainBias, constrainBias, constrainWeights, constrainWeights, nIn, nIn, nOut, nOut

Methods inherited from class org.deeplearning4j.arbiter.layers.BaseLayerSpace.Builder

activation, activation, activation, activation, activationFn, biasInit, biasInit, biasUpdater, biasUpdater, dist, dist, gradientNormalization, gradientNormalization, gradientNormalizationThreshold, gradientNormalizationThreshold, l1, l1, l1Bias, l1Bias, l2, l2, l2Bias, l2Bias, updater, updater, weightInit, weightInit, weightInit

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

dropOut, dropOut, iDropOut

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

pointWiseConstraints

protected ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> pointWiseConstraints

Constructor Detail

Builder

public Builder()

Method Detail

constrainPointWise

public SeparableConvolution2DLayerSpace.Builder constrainPointWise(org.deeplearning4j.nn.api.layers.LayerConstraint... constraints)

constrainPointWise

public SeparableConvolution2DLayerSpace.Builder constrainPointWise(ParameterSpace<List<org.deeplearning4j.nn.api.layers.LayerConstraint>> constraints)

depthMultiplier

public SeparableConvolution2DLayerSpace.Builder depthMultiplier(int depthMultiplier)

depthMultiplier

public SeparableConvolution2DLayerSpace.Builder depthMultiplier(ParameterSpace<Integer> depthMultiplier)

build

public SeparableConvolution2DLayerSpace build()

Specified by:

build in class LayerSpace.Builder<SeparableConvolution2DLayerSpace.Builder>