Class Parameter

Hierarchy (View Summary)

Tensor
- Parameter

Index

Constructors

Properties

_shape data grad operation requires_grad

Accessors

Methods

Constructors

constructor

new Parameter(
    data: Tensor | NestedNumberArray | Parameter,
    options?: { requires_grad?: boolean },
    internal_options?: { operation?: Operation; shape?: number[] },
): Parameter
Parameters
- data: Tensor | NestedNumberArray | Parameter
- options: { requires_grad?: boolean } = ...
- internal_options: { operation?: Operation; shape?: number[] } = {}
Returns Parameter
Overrides Tensor.constructor
- Defined in work/torch/torch/src/nn/module.ts:8

Properties

_shape

_shape: number[]

data

data: number[]

grad

grad: Tensor = null

operation

operation: Operation = null

requires_grad

requires_grad: boolean

Accessors

shape

get shape(): number[]
Returns number[]
Inherited from Tensor.shape
- Defined in work/torch/torch/src/tensor.ts:71
set shape(shape: number[]): void
Parameters
- shape: number[]
Returns void
Inherited from Tensor.shape
- Defined in work/torch/torch/src/tensor.ts:91

Methods

abs

abs(): Tensor
Returns Tensor
Inherited from Tensor.abs
- Defined in work/torch/torch/src/tensor.ts:227

add

add(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.add
- Defined in work/torch/torch/src/tensor.ts:174

backward

backward(grad?: Tensor): void
Parameters
- Optionalgrad: Tensor
Returns void
Inherited from Tensor.backward
- Defined in work/torch/torch/src/tensor.ts:134

cos

cos(): Tensor
Returns Tensor
Inherited from Tensor.cos
- Defined in work/torch/torch/src/tensor.ts:257

dataLength

dataLength(): number
Returns number
Inherited from Tensor.dataLength
- Defined in work/torch/torch/src/tensor.ts:84

detach

detach(): Tensor
Returns Tensor
Inherited from Tensor.detach
- Defined in work/torch/torch/src/tensor.ts:120

detach_

detach_(): void
Returns void
Inherited from Tensor.detach_
- Defined in work/torch/torch/src/tensor.ts:124

div

div(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.div
- Defined in work/torch/torch/src/tensor.ts:186

eq

eq(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.eq
- Defined in work/torch/torch/src/tensor.ts:303

exp

exp(): Tensor
Returns Tensor
Inherited from Tensor.exp
- Defined in work/torch/torch/src/tensor.ts:219

fmod

fmod(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.fmod
- Defined in work/torch/torch/src/tensor.ts:197

ge

ge(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.ge
- Defined in work/torch/torch/src/tensor.ts:299

gt

gt(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.gt
- Defined in work/torch/torch/src/tensor.ts:291

item

item(): number
Returns number
Inherited from Tensor.item
- Defined in work/torch/torch/src/tensor.ts:113

le

le(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.le
- Defined in work/torch/torch/src/tensor.ts:295

log

log(): Tensor
Returns Tensor
Inherited from Tensor.log
- Defined in work/torch/torch/src/tensor.ts:211

lt

lt(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.lt
- Defined in work/torch/torch/src/tensor.ts:287

matmul

matmul(other: Tensor): Tensor
Parameters
- other: Tensor
Returns Tensor
Inherited from Tensor.matmul
- Defined in work/torch/torch/src/tensor.ts:281

maximum

maximum(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.maximum
- Defined in work/torch/torch/src/tensor.ts:201

mean

mean(): Tensor
Returns Tensor
Inherited from Tensor.mean
- Defined in work/torch/torch/src/tensor.ts:271

minimum

minimum(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.minimum
- Defined in work/torch/torch/src/tensor.ts:205

mul

mul(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.mul
- Defined in work/torch/torch/src/tensor.ts:182

ne

ne(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.ne
- Defined in work/torch/torch/src/tensor.ts:307

neg

neg(): Tensor
Returns Tensor
Inherited from Tensor.neg
- Defined in work/torch/torch/src/tensor.ts:235

pow

pow(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.pow
- Defined in work/torch/torch/src/tensor.ts:190

reciprocal

reciprocal(): Tensor
Returns Tensor
Inherited from Tensor.reciprocal
- Defined in work/torch/torch/src/tensor.ts:239

reshape

reshape(shape: number[]): Tensor
Parameters
- shape: number[]
Returns Tensor
Inherited from Tensor.reshape
- Defined in work/torch/torch/src/tensor.ts:243

sign

sign(): Tensor
Returns Tensor
Inherited from Tensor.sign
- Defined in work/torch/torch/src/tensor.ts:231

sin

sin(): Tensor
Returns Tensor
Inherited from Tensor.sin
- Defined in work/torch/torch/src/tensor.ts:253

sqrt

sqrt(): Tensor
Returns Tensor
Inherited from Tensor.sqrt
- Defined in work/torch/torch/src/tensor.ts:215

square

square(): Tensor
Returns Tensor
Inherited from Tensor.square
- Defined in work/torch/torch/src/tensor.ts:223

sub

sub(other: number | Tensor): Tensor
Parameters
- other: number | Tensor
Returns Tensor
Inherited from Tensor.sub
- Defined in work/torch/torch/src/tensor.ts:178

sum

sum(): Tensor
Returns Tensor
Inherited from Tensor.sum
- Defined in work/torch/torch/src/tensor.ts:267

tan

tan(): Tensor
Returns Tensor
Inherited from Tensor.tan
- Defined in work/torch/torch/src/tensor.ts:261

toArray

toArray(): number[]
Returns number[]
Inherited from Tensor.toArray
- Defined in work/torch/torch/src/tensor.ts:80

toArray_

toArray_(): void
Returns void
Inherited from Tensor.toArray_
- Defined in work/torch/torch/src/tensor.ts:76

transpose

transpose(dim0: number, dim1: number): Tensor
Parameters
- dim0: number
- dim1: number
Returns Tensor
Inherited from Tensor.transpose
- Defined in work/torch/torch/src/tensor.ts:277

unsqueeze

unsqueeze(dim: number): Tensor
Parameters
- dim: number
Returns Tensor
Inherited from Tensor.unsqueeze
- Defined in work/torch/torch/src/tensor.ts:247

zero_

zero_(): void
Returns void
Inherited from Tensor.zero_
- Defined in work/torch/torch/src/tensor.ts:130