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Class BatchNormalizationLayer

Hierarchy

  • Layer
    • BatchNormalizationLayer

Index

Constructors

constructor

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

calculateUpdateParams

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

destruct

  • destruct(): void

forward

init

  • init(callback: function): void

release

  • release(): void

to_cl

  • to_cl(): void

to_cpu

  • to_cpu(): void

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