deepboof.impl.forward.standard

Class BaseSpatialWindow<T extends Tensor<T>,P extends SpatialPadding2D<T>>

java.lang.Object

deepboof.impl.forward.standard.BaseFunction<T>

deepboof.impl.forward.standard.BaseSpatialWindow<T,P>

All Implemented Interfaces:

Function<T>

Direct Known Subclasses:

SpatialWindowChannel, SpatialWindowImage

public abstract class BaseSpatialWindow<T extends Tensor<T>,P extends SpatialPadding2D<T>>
extends BaseFunction<T>

Common class for implementations of SpatialConvolve2D. Does not assume how kernels span input channels.

Field Summary

Fields

Modifier and Type	Field and Description
protected int	C
protected ConfigSpatial	config Configuration for convolution
protected int	H
protected int	HH
protected int	Ho
protected int	Hp
protected int	N
protected P	padding
protected int	W
protected int	Wo
protected int	Wp
protected int	WW

Fields inherited from class deepboof.impl.forward.standard.BaseFunction

miniBatchSize, parameters, shapeInput, shapeOutput, shapeParameters

Constructor Summary

Constructors

Constructor and Description
BaseSpatialWindow(ConfigSpatial config, P padding)

Method Summary

Modifier and Type	Method and Description
void	_initialize()
P	getPadding()
static int	innerLowerExtent(int period, int padding) The lower extent in output coordinates for regions that are contained entirely inside the original image.
static int	innerUpperExtent(int windowLength, int period, int padding, int inputLength) The upper extent int output coordinates for regions that are contained entirely inside the original image.
protected boolean	isEntirelyBorder(int outR0, int outC0) Do all regions interact with the image border? The provided point is the lower-extent of the output pixel which doesn't interact with input image border.

Methods inherited from class deepboof.impl.forward.standard.BaseFunction

_forward, _setParameters, forward, getOutputShape, getParameters, getParameterShapes, initialize, setParameters

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface deepboof.Function

getTensorType

Field Detail

config

protected ConfigSpatial config

Configuration for convolution

N

protected int N

C

protected int C

H

protected int H

W

protected int W

HH

protected int HH

WW

protected int WW

Ho

protected int Ho

Wo

protected int Wo

Hp

protected int Hp

Wp

protected int Wp

padding

protected P extends SpatialPadding2D<T> padding

Constructor Detail

BaseSpatialWindow

public BaseSpatialWindow(ConfigSpatial config,
                         P padding)

Method Detail

_initialize

public void _initialize()

Specified by:

_initialize in class BaseFunction<T extends Tensor<T>>

isEntirelyBorder

protected boolean isEntirelyBorder(int outR0,
                                   int outC0)

Do all regions interact with the image border? The provided point is the lower-extent of the output pixel which doesn't interact with input image border.

Parameters:

outR0 - Lower-extent row in output coordinates.

outC0 - Lower-extent column in output coordinates.

innerLowerExtent

public static int innerLowerExtent(int period,
                                   int padding)

The lower extent in output coordinates for regions that are contained entirely inside the original image. s

Parameters:

period - Sampling period in input tensor pixels

padding - Padding added along lower extent to input tensor

Returns:

Lower extent in output tensor coordinates, inclusive

innerUpperExtent

public static int innerUpperExtent(int windowLength,
                                   int period,
                                   int padding,
                                   int inputLength)

The upper extent int output coordinates for regions that are contained entirely inside the original image.

Parameters:

windowLength - Length of sampling window in input tensor pixel

period - Sampling period in input tensor pixels

padding - Padding added along lower extent to input tensor

inputLength - Length of the input tensor

Returns:

Upper extent in output tensor coordinates, exclusive

getPadding

public P getPadding()