Class BatchNormalizationLayer

Hierarchy

Layer
- BatchNormalizationLayer

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new BatchNormalizationLayer(params: any): BatchNormalizationLayer

Overrides Layer.constructor
- Defined in src/layers/batch_normalization_layer.ts:133
Parameters
- params: any
Returns BatchNormalizationLayer

Properties

beta

beta: Matrix

calc_update_called

calc_update_called: boolean

delta_beta

delta_beta: Matrix

delta_gamma

delta_gamma: Matrix

delta_params

delta_params: string[]

eps

eps: number

gamma

gamma: Matrix

in_size

in_size: number

need_update

need_update: boolean

target_dim

target_dim: number

tmp_bottom_delta

tmp_bottom_delta: Matrix

tmp_inv_std

tmp_inv_std: Matrix

tmp_x_normalized

tmp_x_normalized: 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/batch_normalization_layer.ts:230
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/batch_normalization_layer.ts:241
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/batch_normalization_layer.ts:345
Returns void

forward

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

Overrides Layer.forward
- Defined in src/layers/batch_normalization_layer.ts:153
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/batch_normalization_layer.ts:149
Parameters
- callback: function
  - - (): void
    - Returns void
Returns void

release

release(): void

Overrides Layer.release
- Defined in src/layers/batch_normalization_layer.ts:334
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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