Class MnistDataLayer

Hierarchy

Layer
- MnistDataLayer

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new MnistDataLayer(params: any): MnistDataLayer

Overrides Layer.constructor
- Defined in src/layers/mnist_data_layer.ts:11
Parameters
- params: any
Returns MnistDataLayer

Properties

data

data: Matrix

data_shape

data_shape: number[] = [28, 28, 1]

delta_params

delta_params: string[]

label

label: Matrix

length

length: number

need_update

need_update: boolean

params

params: any

train_params

train_params: string[]

Methods

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/mnist_data_layer.ts:54
Returns void

forward

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

Overrides Layer.forward
- Defined in src/layers/mnist_data_layer.ts:28
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/mnist_data_layer.ts:16
Parameters
- callback: function
  - - (): void
    - Returns void
Returns void

release

release(): void

Overrides Layer.release
- Defined in src/layers/mnist_data_layer.ts:50
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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