Class OptimizerSGD

Hierarchy

Optimizer
Optimizer
- OptimizerSGD

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new OptimizerSGD(net: Network, lr?: number): OptimizerSGD

Overrides Optimizer.constructor
- Defined in src/optimizers/optimizer_sgd.ts:7
Parameters
- net: Network
- Default value lr: number = 0.01
Returns OptimizerSGD

Properties

last_deltas

last_deltas: object

Type declaration

[index: string]: Matrix

lr

lr: number

momentum

momentum: number

net

Methods

destruct

destruct(): void

Inherited from Optimizer.destruct

Overrides Optimizer.destruct
- Defined in src/optimizer.ts:86
Returns void

do_update

do_update(): void

Overrides Optimizer.do_update
- Defined in src/optimizers/optimizer_sgd.ts:14
Returns void

release

release(): void

Overrides Optimizer.release
- Defined in src/optimizers/optimizer_sgd.ts:35
Returns void

update

update(input_vars: object, callback: function): void

Inherited from Optimizer.update

Overrides Optimizer.update
- Defined in src/optimizer.ts:35
Parameters
- input_vars: object
  - [index: string]: Matrix
- callback: function
  - - (): void
    - Returns void
Returns void

update_divided

update_divided(divided_input_vars: object[], callback: function): void

Inherited from Optimizer.update_divided

Overrides Optimizer.update_divided
- Defined in src/optimizer.ts:45
Parameters
- divided_input_vars: object[]
  - [index: string]: Matrix
- callback: function
  - - (): void
    - Returns void
Returns void

zero_grads

zero_grads(): void

Inherited from Optimizer.zero_grads

Overrides Optimizer.zero_grads
- Defined in src/optimizer.ts:12
Returns void

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