Class Adam

Hierarchy (View Summary)

Optimizer
- Adam

Index

Constructors

Properties

defaults params

Methods

Constructors

constructor

new Adam(
    params: Parameter[],
    lr?: number,
    betas?: [number, number],
    eps?: number,
    weight_decay?: number,
    amsgrad?: boolean,
    maximize?: boolean,
): Adam
Parameters
- params: Parameter[]
- lr: number = 0.001
- betas: [number, number] = ...
- eps: number = 1e-8
- weight_decay: number = 0.0
- amsgrad: boolean = false
- maximize: boolean = false
Returns Adam
Overrides Optimizer.constructor
- Defined in work/torch/torch/src/optim/optimizers.ts:84

Properties

defaults

defaults: { [key: string]: any }

params

params: Parameter[]

Methods

step

step(): void
Returns void
Overrides Optimizer.step
- Defined in work/torch/torch/src/optim/optimizers.ts:103

zero_grad

zero_grad(): void
Returns void
Inherited from Optimizer.zero_grad
- Defined in work/torch/torch/src/optim/base.ts:12