org.deeplearning4j.nn.conf.layers

Class Subsampling3DLayer.Builder

java.lang.Object

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

org.deeplearning4j.nn.conf.layers.Subsampling3DLayer.BaseSubsamplingBuilder<Subsampling3DLayer.Builder>

org.deeplearning4j.nn.conf.layers.Subsampling3DLayer.Builder

Enclosing class:

Subsampling3DLayer

public static class Subsampling3DLayer.Builder
extends Subsampling3DLayer.BaseSubsamplingBuilder<Subsampling3DLayer.Builder>

Field Summary

Fields inherited from class org.deeplearning4j.nn.conf.layers.Subsampling3DLayer.BaseSubsamplingBuilder

convolutionMode, cudnnAllowFallback, dilation, kernelSize, padding, poolingType, stride

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

allParamConstraints, biasConstraints, iDropout, layerName, weightConstraints

Constructor Summary

Constructors

Constructor and Description
Builder(int... kernelSize)
Builder(int[] kernelSize, int[] stride)
Builder(int[] kernelSize, int[] stride, int[] padding)
Builder(PoolingType poolingType)
Builder(PoolingType poolingType, int[] kernelSize)
Builder(PoolingType poolingType, int[] kernelSize, int[] stride, int[] padding)
Builder(Subsampling3DLayer.PoolingType poolingType)
Builder(Subsampling3DLayer.PoolingType poolingType, int[] kernelSize)
Builder(Subsampling3DLayer.PoolingType poolingType, int[] kernelSize, int[] stride)
Builder(Subsampling3DLayer.PoolingType poolingType, int[] kernelSize, int[] stride, int[] padding)

Method Summary

Modifier and Type	Method and Description
Subsampling3DLayer	build()
Subsampling3DLayer.Builder	kernelSize(int... kernelSize) Kernel size
Subsampling3DLayer.Builder	padding(int... padding) Padding
Subsampling3DLayer.Builder	stride(int... stride) Stride

Methods inherited from class org.deeplearning4j.nn.conf.layers.Subsampling3DLayer.BaseSubsamplingBuilder

convolutionMode, cudnnAllowFallback, dilation, poolingType

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(Subsampling3DLayer.PoolingType poolingType,
               int[] kernelSize,
               int[] stride)

Builder

public Builder(Subsampling3DLayer.PoolingType poolingType,
               int[] kernelSize)

Builder

public Builder(Subsampling3DLayer.PoolingType poolingType,
               int[] kernelSize,
               int[] stride,
               int[] padding)

Builder

public Builder(PoolingType poolingType,
               int[] kernelSize)

Builder

public Builder(PoolingType poolingType,
               int[] kernelSize,
               int[] stride,
               int[] padding)

Builder

public Builder(int[] kernelSize,
               int[] stride,
               int[] padding)

Builder

public Builder(int[] kernelSize,
               int[] stride)

Builder

public Builder(int... kernelSize)

Builder

public Builder(Subsampling3DLayer.PoolingType poolingType)

Builder

public Builder(PoolingType poolingType)

Method Detail

kernelSize

public Subsampling3DLayer.Builder kernelSize(int... kernelSize)

Kernel size

Parameters:

kernelSize - kernel size in height and width dimensions

stride

public Subsampling3DLayer.Builder stride(int... stride)

Stride

Parameters:

stride - stride in height and width dimensions

padding

public Subsampling3DLayer.Builder padding(int... padding)

Padding

Parameters:

padding - padding in the height and width dimensions

build

public Subsampling3DLayer build()

Specified by:

build in class Layer.Builder<Subsampling3DLayer.Builder>