ZeroPadding3D

class ZeroPadding3D : AbstractZeroPadding

Zero-padding layer for 3D input (e.g. video). This layer can add zeros in the rows, cols and depth of a video tensor.

Since

0.3

Constructors

ZeroPadding3D

fun ZeroPadding3D(padding: Int, name: String = "")

Constructs an instance of ZeroPadding3D layer

ZeroPadding3D

fun ZeroPadding3D(padding: Triple<Int, Int, Int>, name: String = "")

Constructs an instance of ZeroPadding3D layer

ZeroPadding3D

fun ZeroPadding3D(padding: Array<Pair<Int, Int>>, name: String = "")

Constructs an instance of ZeroPadding3D layer

ZeroPadding3D

fun ZeroPadding3D(padding: IntArray, name: String = "")

Constructs an instance of ZeroPadding3D layer

Functions

build

open override fun build(tf: Ops, input: Operand<Float>, isTraining: Operand<Boolean>, numberOfLosses: Operand<Float>?): Operand<Float>

open fun build(tf: Ops, input: List<Operand<Float>>, isTraining: Operand<Boolean>, numberOfLosses: Operand<Float>?): Operand<Float>

Extend this function to define variables in the layer and compute layer output.

invoke

operator fun invoke(vararg layers: Layer): Layer

Important part of functional API. It takes layers as input and saves them to the inboundLayers of the given layer.

toString

open override fun toString(): String

Properties

hasActivation

open override val hasActivation: Boolean

Returns True, if layer has internal activation function.

inboundLayers

var inboundLayers: MutableList<Layer>

Returns inbound layers.

name

var name: String

Layer name. A new name is generated during model compilation when provided name is empty.

outboundLayers

var outboundLayers: MutableList<Layer>

Returns outbound layers.

outputShape

lateinit var outputShape: TensorShape

Output data tensor shape.

padding

val padding: IntArray

6 numbers interpreted as (left_dim1_pad, right_dim1_pad, left_dim2_pad, right_dim2_pad, left_dim3_pad, right_dim3_pad).

parentModel

var parentModel: GraphTrainableModel? = null

Model where this layer is used.