Package deepboof.tensors

Class Tensor_F32

java.lang.Object

deepboof.BaseTensor

deepboof.Tensor<Tensor_F32>

deepboof.tensors.Tensor_F32

All Implemented Interfaces:

ITensor

public class Tensor_F32
extends Tensor<Tensor_F32>

Field Summary

Fields

Modifier and Type	Field	Description
float[]	d	Storage for tensor data.

Fields inherited from class deepboof.Tensor

startIndex, strides, subtensor

Fields inherited from class deepboof.BaseTensor

shape

Constructor Summary

Constructors

Constructor	Description
Tensor_F32()
Tensor_F32(int... shape)

Method Summary

Modifier and Type	Method	Description
Tensor_F32	create(int... shape)	Creates a tensor of the same type with the specified shape
float	get(int... coordinate)
float	getAtIndex(int index)
Object	getData()	Returns internal array used to store tensor data.
Class	getDataType()	Class of primitive data type used to store tensor
double	getDouble(int... coordinate)	Accessor function which allows any tensor's element to be read as a double.
protected void	innerArrayGrow(int N)	Re-declare inner array so that it is at least of length N
protected int	innerArrayLength()	Length of inner array as returned by "data.length"
void	setData(Object data)	Used to change the internal array in an abstract way
void	zero()	Sets all elements in the tensor to the value of zero

Methods inherited from class deepboof.Tensor

computeStrides, copy, copyShape, createCoor, createLike, idx, idx, idx, idx, idx, idx, indexToCoor, isSub, length, length, reshape, reshape, reshape, reshape, reshape, reshape, reshape, setTo, stride, subtensor

Methods inherited from class deepboof.BaseTensor

getDimension, getShape, isShape

Methods inherited from class java.lang.Object

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

Field Details

d

public float[] d

Storage for tensor data. The tensor is stored in a row-major format.

Constructor Details

Tensor_F32

public Tensor_F32(int... shape)

Tensor_F32

public Tensor_F32()

Method Details

get

public float get(int... coordinate)

getAtIndex

public float getAtIndex(int index)

getDouble

public double getDouble(int... coordinate)

Description copied from class: Tensor

Accessor function which allows any tensor's element to be read as a double.

Specified by:

getDouble in class Tensor<Tensor_F32>

Parameters:

coordinate - Coordinate of the element which is to be read

Returns:

Tensor elements's value as a double

getData

public Object getData()

Description copied from class: Tensor

Returns internal array used to store tensor data. Data is stored in a row-major order in a single array.

Specified by:

getData in class Tensor<Tensor_F32>

Returns:

tensor data.

setData

public void setData(Object data)

Description copied from class: Tensor

Used to change the internal array in an abstract way

Specified by:

setData in class Tensor<Tensor_F32>

innerArrayGrow

protected void innerArrayGrow(int N)

Description copied from class: Tensor

Re-declare inner array so that it is at least of length N

Specified by:

innerArrayGrow in class Tensor<Tensor_F32>

Parameters:

N - Desired minimum length of inner array

innerArrayLength

protected int innerArrayLength()

Description copied from class: Tensor

Length of inner array as returned by "data.length"

Specified by:

innerArrayLength in class Tensor<Tensor_F32>

Returns:

Length of inner array

create

public Tensor_F32 create(int... shape)

Description copied from class: Tensor

Creates a tensor of the same type with the specified shape

Specified by:

create in class Tensor<Tensor_F32>

Parameters:

shape - Shape of the new tensor

Returns:

New tensor with the specified shape

zero

public void zero()

Description copied from class: Tensor

Sets all elements in the tensor to the value of zero

Specified by:

zero in class Tensor<Tensor_F32>

getDataType

public Class getDataType()

Description copied from interface: ITensor

Class of primitive data type used to store tensor

Returns:

Internal data type class.