org.deeplearning4j.nn.conf.layers

Class Upsampling3D.Builder

java.lang.Object

org.deeplearning4j.nn.conf.layers.Layer.Builder<T>

org.deeplearning4j.nn.conf.layers.BaseUpsamplingLayer.UpsamplingBuilder<Upsampling3D.Builder>

org.deeplearning4j.nn.conf.layers.Upsampling3D.Builder

Enclosing class:

Upsampling3D

public static class Upsampling3D.Builder
extends BaseUpsamplingLayer.UpsamplingBuilder<Upsampling3D.Builder>

Field Summary

Fields

Modifier and Type	Field and Description
protected Convolution3D.DataFormat	dataFormat

Fields inherited from class org.deeplearning4j.nn.conf.layers.BaseUpsamplingLayer.UpsamplingBuilder

size

Fields inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

allParamConstraints, biasConstraints, iDropout, layerName, weightConstraints

Constructor Summary

Constructors

Constructor and Description
Builder(Convolution3D.DataFormat dataFormat, int size)
Builder(int size)

Method Summary

Modifier and Type	Method and Description
Upsampling3D	build()
Upsampling3D.Builder	dataFormat(Convolution3D.DataFormat dataFormat) Sets the DataFormat.
void	setSize(int... size)
Upsampling3D.Builder	size(int size) Upsampling size as int, so same upsampling size is used for depth, width and height
Upsampling3D.Builder	size(int[] size) Upsampling size as int, so same upsampling size is used for depth, width and height

Methods inherited from class org.deeplearning4j.nn.conf.layers.Layer.Builder

constrainAllParameters, constrainBias, constrainWeights, dropOut, dropOut, name

Methods inherited from class java.lang.Object

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

Field Detail

dataFormat

protected Convolution3D.DataFormat dataFormat

Constructor Detail

Builder

public Builder(int size)

Parameters:

size - Upsampling layer size (most common value: 2)

Builder

public Builder(@NonNull
               Convolution3D.DataFormat dataFormat,
               int size)

Parameters:

dataFormat - Data format - see Convolution3D.DataFormat for more details

size - Upsampling layer size (most common value: 2)

Method Detail

dataFormat

public Upsampling3D.Builder dataFormat(@NonNull
                                       Convolution3D.DataFormat dataFormat)

Sets the DataFormat. See Convolution3D.DataFormat for more details

size

public Upsampling3D.Builder size(int size)

Upsampling size as int, so same upsampling size is used for depth, width and height

Parameters:

size - upsampling size in height, width and depth dimensions

size

public Upsampling3D.Builder size(int[] size)

Upsampling size as int, so same upsampling size is used for depth, width and height

Parameters:

size - upsampling size in height, width and depth dimensions

build

public Upsampling3D build()

Specified by:

build in class Layer.Builder<Upsampling3D.Builder>

setSize

public void setSize(int... size)