deepboof.forward

Class SpatialPadding2D_F32

java.lang.Object

deepboof.BaseTensor

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

deepboof.forward.SpatialPadding2D_F32

All Implemented Interfaces:

SpatialPadding2D<Tensor_F32>, ITensor, VTensor_F32, VTensor

Direct Known Subclasses:

ClippedPadding2D_F32, ConstantPadding2D_F32

public abstract class SpatialPadding2D_F32
extends BaseSpatialPadding2D<Tensor_F32>
implements VTensor_F32

Abstract class for F64 implementations of BaseSpatialPadding2D. Provides accessors for spatial tensors.

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
SpatialPadding2D_F32(ConfigPadding config)

Method Summary

Modifier and Type	Method and Description
abstract float	borderGet(int minibatch, int channel, int row, int col) Handles coordinates outside the input image
float	get(int... coor) Returns the element's value at the specified coordinate.
float	get(int axis0) Invalid accessor.
float	get(int axis1, int axis0) Invalid accessor.
float	get(int axis2, int axis1, int axis0) Invalid accessor.
float	get(int minibatch, int channel, int row, int col) Returns the value of the virtual padded tensor at the specified coordinate.
float	get(int axis4, int axis3, int axis2, int axis1, int axis0) Invalid accessor.
java.lang.Class	getDataType() Class of primitive data type used to store tensor

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.ITensor

createCoor, getDimension, getShape, isShape, length

Methods inherited from interface deepboof.forward.SpatialPadding2D

getClippingOffsetCol, getClippingOffsetRow, getTensorType, isClipped

Constructor Detail

SpatialPadding2D_F32

public SpatialPadding2D_F32(ConfigPadding config)

Method Detail

borderGet

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

Handles coordinates outside the input image

get

public float get(int... coor)

Returns the element's value at the specified coordinate.

Specified by:

get in interface VTensor_F32

Parameters:

coor - coordinate at ordered from axis-(N-1) to axis-0

Returns:

element value

get

public float get(int axis0)

Invalid accessor. Only supports 4-DOF accessors.

Specified by:

get in interface VTensor_F32

Parameters:

axis0 - coordinate at axis-0

Returns:

element value

get

public float get(int axis1,
                 int axis0)

Invalid accessor. Only supports 4-DOF accessors.

Specified by:

get in interface VTensor_F32

Parameters:

axis1 - coordinate at axis-1

axis0 - coordinate at axis-0

Returns:

element value

get

public float get(int axis2,
                 int axis1,
                 int axis0)

Invalid accessor. Only supports 4-DOF accessors.

Specified by:

get in interface VTensor_F32

Parameters:

axis2 - coordinate at axis-2

axis1 - coordinate at axis-1

axis0 - coordinate at axis-0

Returns:

element value

get

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

Returns the value of the virtual padded tensor at the specified coordinate. The coordinate can be inside or outside the original image.

Specified by:

get in interface VTensor_F32

Parameters:

minibatch - mini-batch number

channel - channel in spatial tensor

row - Row in padded coordinates

col - Column in padded coordinates

Returns:

Value of padded tensor

get

public float get(int axis4,
                 int axis3,
                 int axis2,
                 int axis1,
                 int axis0)

Invalid accessor. Only supports 4-DOF accessors.

Specified by:

get in interface VTensor_F32

Parameters:

axis4 - coordinate at axis-4

axis3 - coordinate at axis-3

axis2 - coordinate at axis-2

axis1 - coordinate at axis-1

axis0 - coordinate at axis-0

Returns:

element value

getDataType

public java.lang.Class getDataType()

Description copied from interface: ITensor

Class of primitive data type used to store tensor

Specified by:

getDataType in interface ITensor

Returns:

Internal data type class.