Class DataAugmentationLayer

Hierarchy

Layer
- DataAugmentationLayer

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new DataAugmentationLayer(params: any): DataAugmentationLayer

Overrides Layer.constructor
- Defined in src/layers/data_augmentation_layer.ts:12
Parameters
- params: any
Returns DataAugmentationLayer

Properties

Private augmentation_kernel

augmentation_kernel: any

data_mean

data_mean: Matrix

delta_params

delta_params: string[]

input_klass

input_klass: string

need_update

need_update: boolean

out_shape

out_shape: number[]

random_crop

random_crop: boolean

random_flip

random_flip: boolean

scale

scale: number

train_params

train_params: string[]

Methods

Private _get_data_mean

_get_data_mean(devicetype: string): Matrix

- Defined in src/layers/data_augmentation_layer.ts:47
Parameters
- devicetype: string
Returns Matrix

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

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/data_augmentation_layer.ts:206
Returns void

forward

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

Overrides Layer.forward
- Defined in src/layers/data_augmentation_layer.ts:70
Parameters
- bottoms: Matrix[]
- config: ForwardConfiguration
- callback: function
  - - (tops: Matrix[]): void
    - Parameters
      - tops: Matrix[]
      Returns void
Returns void

Private get_kernel

get_kernel(): any

- Defined in src/layers/data_augmentation_layer.ts:141
Returns any

init

init(callback: function): void

Overrides Layer.init
- Defined in src/layers/data_augmentation_layer.ts:32
Parameters
- callback: function
  - - (): void
    - Returns void
Returns void

release

release(): void

Overrides Layer.release
- Defined in src/layers/data_augmentation_layer.ts:202
Returns void

set_data_mean

set_data_mean(data_mean: Matrix): void

- Defined in src/layers/data_augmentation_layer.ts:36
Parameters
- data_mean: Matrix
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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