org.deeplearning4j.nn.conf.layers

Class BaseUpsamplingLayer.UpsamplingBuilder<T extends BaseUpsamplingLayer.UpsamplingBuilder<T>>

java.lang.Object

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

org.deeplearning4j.nn.conf.layers.BaseUpsamplingLayer.UpsamplingBuilder<T>

Direct Known Subclasses:

Upsampling1D.Builder, Upsampling2D.Builder, Upsampling3D.Builder

Enclosing class:

BaseUpsamplingLayer

protected abstract static class BaseUpsamplingLayer.UpsamplingBuilder<T extends BaseUpsamplingLayer.UpsamplingBuilder<T>>
extends Layer.Builder<T>

Field Summary

Fields

Modifier and Type	Field and Description
protected int[]	size An int array to specify upsampling dimensions, the length of which has to equal to the number of spatial dimensions (e.g.

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

allParamConstraints, biasConstraints, iDropout, layerName, weightConstraints

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	UpsamplingBuilder(int size) A single size integer is used for upsampling in all spatial dimensions
protected	UpsamplingBuilder(int[] size) An int array to specify upsampling dimensions, the length of which has to equal to the number of spatial dimensions (e.g.

Method Summary

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

build, 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

size

protected int[] size

An int array to specify upsampling dimensions, the length of which has to equal to the number of spatial dimensions (e.g. 2 for Upsampling2D etc.)

Constructor Detail

UpsamplingBuilder

protected UpsamplingBuilder(int size)

A single size integer is used for upsampling in all spatial dimensions

Parameters:

size - int for upsampling

UpsamplingBuilder

protected UpsamplingBuilder(int[] size)

An int array to specify upsampling dimensions, the length of which has to equal to the number of spatial dimensions (e.g. 2 for Upsampling2D etc.)

Parameters:

size - int for upsampling