Class LinearLayer

Hierarchy

Layer
- LinearLayer

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new LinearLayer(params: any): LinearLayer

Overrides Layer.constructor
- Defined in src/layers/linear_layer.ts:14
Parameters
- params: any
Returns LinearLayer

Properties

bias

bias: Matrix

delta_bias

delta_bias: Matrix

delta_params

delta_params: string[]

delta_weight

delta_weight: Matrix

in_shape

in_shape: number[]

in_size

in_size: number

need_update

need_update: boolean

out_size

out_size: number

train_params

train_params: string[]

weight

weight: Matrix

Methods

backward

backward(bottoms: Matrix[], top_deltas: Matrix[], config: ForwardConfiguration, callback: function): void

Overrides Layer.backward
- Defined in src/layers/linear_layer.ts:58
Parameters
- bottoms: Matrix[]
- top_deltas: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (bottom_deltas: Matrix[]): void
    - Parameters
      - bottom_deltas: Matrix[]
      Returns void
Returns void

calculateUpdateParams

calculateUpdateParams(bottoms: Matrix[], top_deltas: Matrix[], config: ForwardConfiguration, callback: function): void

Overrides Layer.calculateUpdateParams
- Defined in src/layers/linear_layer.ts:74
Parameters
- bottoms: Matrix[]
- top_deltas: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (): void
    - Returns void
Returns void

destruct

destruct(): void

Overrides Layer.destruct
- Defined in src/layers/linear_layer.ts:105
Returns void

forward

forward(bottoms: Matrix[], config: ForwardConfiguration, callback: function): void

Overrides Layer.forward
- Defined in src/layers/linear_layer.ts:39
Parameters
- bottoms: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (tops: Matrix[]): void
    - Parameters
      - tops: Matrix[]
      Returns void
Returns void

init

init(callback: function): void

Overrides Layer.init
- Defined in src/layers/linear_layer.ts:35
Parameters
- callback: function
  - - (): void
    - Returns void
Returns void

release

release(): void

Overrides Layer.release
- Defined in src/layers/linear_layer.ts:101
Returns void

to_cl

to_cl(): void

Inherited from Layer.to_cl
- Defined in src/layers/layer.ts:46
Returns void

to_cpu

to_cpu(): void

Inherited from Layer.to_cpu
- Defined in src/layers/layer.ts:32
Returns void

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