deepboof.forward

Interface SpatialPadding2D<T extends Tensor<T>>

All Superinterfaces:

ITensor, VTensor

All Known Subinterfaces:

ConstantPadding2D<T>

All Known Implementing Classes:

BaseSpatialPadding2D, ConstantPadding2D_F32, ConstantPadding2D_F64, SpatialPadding2D_F32, SpatialPadding2D_F64

public interface SpatialPadding2D<T extends Tensor<T>>
extends VTensor

Interface for all virtual 2D spatial padding implementation. Virtual padding contains a reference to the original input tensor which is going to be padded and on the fly will generate the values for elements which are not explicitly contained in the input tensor. This can reduce memory consumption and is more simplistic to implement for more complex padding methods.

Method Summary

Modifier and Type	Method and Description
int	getPaddingCol0() Returns the lower-extent padding along the tensor's columns.
int	getPaddingCol1() Returns the upper-extent padding along the tensor's columns.
int	getPaddingRow0() Returns the lower-extent padding along the tensor's rows.
int	getPaddingRow1() Returns the upper-extent padding along the tensor's rows.
java.lang.Class<T>	getTensorType() Returns the type of input tensor it can process
void	setInput(T input) Spatial tensor that padding is being added around
int[]	shapeGivenInput(int... inputShape) Returns what the tensor's shape will be when given can input tensor with the spcified shape.

Methods inherited from interface deepboof.ITensor

createCoor, getDataType, getDimension, getShape, isShape, length

Method Detail

setInput

void setInput(T input)

Spatial tensor that padding is being added around

Parameters:

input - The input tensor

getPaddingRow0

int getPaddingRow0()

Returns the lower-extent padding along the tensor's rows.

Returns:

padding

getPaddingCol0

int getPaddingCol0()

Returns the lower-extent padding along the tensor's columns.

Returns:

padding

getPaddingRow1

int getPaddingRow1()

Returns the upper-extent padding along the tensor's rows.

Returns:

padding

getPaddingCol1

int getPaddingCol1()

Returns the upper-extent padding along the tensor's columns.

Returns:

padding

shapeGivenInput

int[] shapeGivenInput(int... inputShape)

Returns what the tensor's shape will be when given can input tensor with the spcified shape.

Parameters:

inputShape - Input spatial tensor. 3-DOF with no mini-batch or 4-DOF with mini-batch

Returns:

Tensor's shape

getTensorType

java.lang.Class<T> getTensorType()

Returns the type of input tensor it can process

Returns:

Type of tensor