org.deeplearning4j.nn.conf.layers

Class ZeroPaddingLayer.Builder

java.lang.Object

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

org.deeplearning4j.nn.conf.layers.ZeroPaddingLayer.Builder

Enclosing class:

ZeroPaddingLayer

public static class ZeroPaddingLayer.Builder
extends Layer.Builder<ZeroPaddingLayer.Builder>

Field Summary

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

allParamConstraints, biasConstraints, iDropout, layerName, weightConstraints

Constructor Summary

Constructors

Constructor and Description
Builder(int[] padding)
Builder(int padHeight, int padWidth)
Builder(int padTop, int padBottom, int padLeft, int padRight)

Method Summary

Modifier and Type	Method and Description
ZeroPaddingLayer	build()
ZeroPaddingLayer.Builder	dataFormat(CNN2DFormat format) Set the data format for the CNN activations - NCHW (channels first) or NHWC (channels last).
void	setPadding(int... padding)

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

Constructor Detail

Builder

public Builder(int padHeight,
               int padWidth)

Parameters:

padHeight - Padding for both the top and bottom

padWidth - Padding for both the left and right

Builder

public Builder(int padTop,
               int padBottom,
               int padLeft,
               int padRight)

Parameters:

padTop - Top padding value

padBottom - Bottom padding value

padLeft - Left padding value

padRight - Right padding value

Builder

public Builder(int[] padding)

Parameters:

padding - Must be a length 1 array with values [paddingAll], a length 2 array with values [padTopBottom, padLeftRight], or a length 4 array with values [padTop, padBottom, padLeft, padRight]

Method Detail

dataFormat

public ZeroPaddingLayer.Builder dataFormat(CNN2DFormat format)

Set the data format for the CNN activations - NCHW (channels first) or NHWC (channels last). See CNN2DFormat for more details.
Default: NCHW

Parameters:

format - Format for activations (in and out)

setPadding

public void setPadding(int... padding)

Parameters:

padding - Padding value for top, bottom, left, and right. Must be length 4 array

build

public ZeroPaddingLayer build()

Specified by:

build in class Layer.Builder<ZeroPaddingLayer.Builder>