deepboof.impl.forward.standard

Class ConstantPadding2D_F32

java.lang.Object

deepboof.BaseTensor

deepboof.impl.forward.standard.BaseSpatialPadding2D<Tensor_F32>

deepboof.forward.SpatialPadding2D_F32

deepboof.impl.forward.standard.ConstantPadding2D_F32

All Implemented Interfaces:

ConstantPadding2D<Tensor_F32>, SpatialPadding2D<Tensor_F32>, ITensor, VTensor_F32, VTensor

public class ConstantPadding2D_F32
extends SpatialPadding2D_F32
implements ConstantPadding2D<Tensor_F32>

Pads pixels outside the input image with a user specified constant value.

Field Summary

Fields inherited from class deepboof.impl.forward.standard.BaseSpatialPadding2D

COL0, COL1, config, input, ROW0, ROW1

Fields inherited from class deepboof.BaseTensor

shape

Constructor Summary

Constructors

Constructor and Description
ConstantPadding2D_F32(ConfigPadding config)
ConstantPadding2D_F32(ConfigPadding config, float value)

Method Summary

Modifier and Type	Method and Description
float	borderGet(int minibatch, int channel, int row, int col) Handles coordinates outside the input image
int	getClippingOffsetCol(int paddedCol) Returns how far away the column is from the clipping border.
int	getClippingOffsetRow(int paddedRow) Returns how far away the row is from the clipping border.
double	getPaddingValue()
java.lang.Class<Tensor_F32>	getTensorType() Returns the type of input tensor it can process
boolean	isClipped() Returns true if this is a clipped border or false of it is not.

Methods inherited from class deepboof.forward.SpatialPadding2D_F32

get, get, get, get, get, get, getDataType

Methods inherited from class deepboof.impl.forward.standard.BaseSpatialPadding2D

checkBackwardsShapeChannel, checkBackwardsShapeImage, getPaddingCol0, getPaddingCol1, getPaddingRow0, getPaddingRow1, setInput, shapeGivenInput

Methods inherited from class deepboof.BaseTensor

createCoor, getDimension, getShape, isShape, length

Methods inherited from class java.lang.Object

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

Methods inherited from interface deepboof.forward.SpatialPadding2D

getPaddingCol0, getPaddingCol1, getPaddingRow0, getPaddingRow1, setInput, shapeGivenInput

Methods inherited from interface deepboof.ITensor

createCoor, getDataType, getDimension, getShape, isShape, length

Constructor Detail

ConstantPadding2D_F32

public ConstantPadding2D_F32(ConfigPadding config)

ConstantPadding2D_F32

public ConstantPadding2D_F32(ConfigPadding config,
                             float value)

Method Detail

borderGet

public float borderGet(int minibatch,
                       int channel,
                       int row,
                       int col)

Description copied from class: SpatialPadding2D_F32

Handles coordinates outside the input image

Specified by:

borderGet in class SpatialPadding2D_F32

getClippingOffsetRow

public int getClippingOffsetRow(int paddedRow)

Description copied from interface: SpatialPadding2D

Returns how far away the row is from the clipping border. 0 if it is inside the image. Positive is below the lower extent and negative if above upper extent.

Specified by:

getClippingOffsetRow in interface SpatialPadding2D<Tensor_F32>

Parameters:

paddedRow - Row in padded coordinates

Returns:

offset

getClippingOffsetCol

public int getClippingOffsetCol(int paddedCol)

Description copied from interface: SpatialPadding2D

Returns how far away the column is from the clipping border. 0 if it is inside the image. Positive is below the lower extent and negative if above upper extent.

Specified by:

getClippingOffsetCol in interface SpatialPadding2D<Tensor_F32>

Parameters:

paddedCol - Column in padded coordinates

Returns:

offset

isClipped

public boolean isClipped()

Description copied from interface: SpatialPadding2D

Returns true if this is a clipped border or false of it is not.

Specified by:

isClipped in interface SpatialPadding2D<Tensor_F32>

Returns:

if clipped or not

getTensorType

public java.lang.Class<Tensor_F32> getTensorType()

Description copied from interface: SpatialPadding2D

Returns the type of input tensor it can process

Specified by:

getTensorType in interface SpatialPadding2D<Tensor_F32>

Returns:

Type of tensor

getPaddingValue

public double getPaddingValue()

Specified by:

getPaddingValue in interface ConstantPadding2D<Tensor_F32>