Class Convolution2DLayer

Hierarchy

Layer
- Convolution2DLayer

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new Convolution2DLayer(params: any): Convolution2DLayer

Overrides Layer.constructor
- Defined in src/layers/convolution_2d_layer.ts:22
Parameters
- params: any
Returns Convolution2DLayer

Properties

bias

bias: Matrix

delta_bias

delta_bias: Matrix

delta_params

delta_params: string[]

delta_weight

delta_weight: Matrix

group

group: number

in_size

in_size: number

Private in_size_group

in_size_group: number

ksize

ksize: number[]

need_update

need_update: boolean

out_size

out_size: number

Private out_size_group

out_size_group: number

pad

pad: number[]

stride

stride: number[]

timer_begin

timer_begin: number

timer_enable

timer_enable: boolean

timer_name

timer_name: string

timer_vals

timer_vals: object

Type declaration

[index: string]: number

train_params

train_params: string[]

use_bias

use_bias: boolean

weight

weight: Matrix

Methods

_show_timer

_show_timer(name: string): void

- Defined in src/layers/convolution_2d_layer.ts:93
Parameters
- name: string
Returns void

_start_timer

_start_timer(name: string): void

- Defined in src/layers/convolution_2d_layer.ts:70
Parameters
- name: string
Returns void

_stop_timer

_stop_timer(): void

- Defined in src/layers/convolution_2d_layer.ts:83
Returns void

backward

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

Inherited from Layer.backward
- Defined in src/layers/layer.ts:22
Parameters
- bottoms: Matrix[]
- top_deltas: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (bottom_deltas: Matrix[]): void
    - Parameters
      - bottom_deltas: Matrix[]
      Returns void
Returns void

backward_group

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

- Defined in src/layers/convolution_2d_layer.ts:498
Parameters
- bottoms: Matrix[]
- top_deltas: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (bottom_deltas: Matrix[]): void
    - Parameters
      - bottom_deltas: Matrix[]
      Returns void
Returns void

backward_single

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

- Defined in src/layers/convolution_2d_layer.ts:190
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

calculateUpdateParams_group

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

- Defined in src/layers/convolution_2d_layer.ts:570
Parameters
- bottoms: Matrix[]
- top_deltas: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (): void
    - Returns void
Returns void

calculateUpdateParams_single

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

- Defined in src/layers/convolution_2d_layer.ts:292
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/convolution_2d_layer.ts:676
Returns void

forward

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

Inherited from Layer.forward
- Defined in src/layers/layer.ts:18
Parameters
- bottoms: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (tops: Matrix[]): void
    - Parameters
      - tops: Matrix[]
      Returns void
Returns void

forward_group

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

- Defined in src/layers/convolution_2d_layer.ts:416
Parameters
- bottoms: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (tops: Matrix[]): void
    - Parameters
      - tops: Matrix[]
      Returns void
Returns void

forward_single

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

- Defined in src/layers/convolution_2d_layer.ts:105
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/convolution_2d_layer.ts:62
Parameters
- callback: function
  - - (): void
    - Returns void
Returns void

release

release(): void

Overrides Layer.release
- Defined in src/layers/convolution_2d_layer.ts:672
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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