Class Pooling2DLayer

Hierarchy

Layer
- Pooling2DLayer

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new Pooling2DLayer(params: any): Pooling2DLayer

Overrides Layer.constructor
- Defined in src/layers/pooling_2d_layer.ts:17
Parameters
- params: any
Returns Pooling2DLayer

Properties

Private _is_window_overlap

_is_window_overlap: boolean

delta_params

delta_params: string[]

ksize

ksize: number[]

need_update

need_update: boolean

pad

pad: number[]

pooling_type

pooling_type: string

stride

stride: number[]

top_pos

top_pos: Matrix

train_params

train_params: string[]

Methods

backward

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

Overrides Layer.backward
- Defined in src/layers/pooling_2d_layer.ts:98
Parameters
- bottoms: Matrix[]
- top_deltas: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (bottom_deltas: Matrix[]): void
    - Parameters
      - bottom_deltas: Matrix[]
      Returns void
Returns void

backward_average

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

- Defined in src/layers/pooling_2d_layer.ts:147
Parameters
- bottoms: Matrix[]
- top_deltas: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (bottom_deltas: Matrix[]): void
    - Parameters
      - bottom_deltas: Matrix[]
      Returns void
Returns void

backward_max

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

- Defined in src/layers/pooling_2d_layer.ts:101
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

Inherited from Layer.calculateUpdateParams
- Defined in src/layers/layer.ts:26
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/pooling_2d_layer.ts:182
Returns void

forward

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

Overrides Layer.forward
- Defined in src/layers/pooling_2d_layer.ts:44
Parameters
- bottoms: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (tops: Matrix[]): void
    - Parameters
      - tops: Matrix[]
      Returns void
Returns void

forward_average

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

- Defined in src/layers/pooling_2d_layer.ts:76
Parameters
- bottoms: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (tops: Matrix[]): void
    - Parameters
      - tops: Matrix[]
      Returns void
Returns void

forward_max

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

- Defined in src/layers/pooling_2d_layer.ts:47
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/pooling_2d_layer.ts:40
Parameters
- callback: function
  - - (): void
    - Returns void
Returns void

release

release(): void

Overrides Layer.release
- Defined in src/layers/pooling_2d_layer.ts:175
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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