Class MaxPoolLayer

Hierarchy

AbstractLayer3D
- MaxPoolLayer

Constructors

constructor

new MaxPoolLayer(): MaxPoolLayer

Inherited from AbstractLayer3D.constructor
- Defined in Layer/AbstractLayer.ts:27
Returns MaxPoolLayer

Properties

A

W

Z

b

Protected backPropagation

backPropagation: AbstractBackPropagation = null

dW

dZ

db

Protected depth

depth: number = 0

filterSize

filterSize: number = 0

gW

gb

Protected height

height: number = 0

Protected previousLayer

previousLayer: Layers = null

sW

sb

stride

stride: number = 0

vW

vb

Protected width

width: number = 0

Methods

activation

activation(m: Matrix): Matrix

Overrides AbstractLayer3D.activation
- Defined in Layer/MaxPool.ts:72
Parameters
- m: Matrix
Returns Matrix

backpropagation

backpropagation(delta: Matrix): Matrix

Overrides AbstractLayer3D.backpropagation
- Defined in Layer/MaxPool.ts:80
Parameters
- delta: Matrix
Returns Matrix

configure

configure(): void

Overrides AbstractLayer3D.configure
- Defined in Layer/MaxPool.ts:10
Returns void

forward

forward(input: Matrix): Matrix

Overrides AbstractLayer3D.forward
- Defined in Layer/MaxPool.ts:48
Parameters
- input: Matrix
Returns Matrix

getBackPropagation

getBackPropagation(): AbstractBackPropagation

Inherited from AbstractLayer3D.getBackPropagation
- Defined in Layer/AbstractLayer.ts:47
Returns AbstractBackPropagation

getDepth

getDepth(): number

Inherited from AbstractLayer3D.getDepth
- Defined in Layer/AbstractLayer.ts:80
Returns number

getFilterSize

getFilterSize(): number

Overrides AbstractLayer3D.getFilterSize
- Defined in Layer/MaxPool.ts:31
Returns number

getHeight

getHeight(): number

Inherited from AbstractLayer3D.getHeight
- Defined in Layer/AbstractLayer.ts:71
Returns number

getOutputDepth

getOutputDepth(): number

Overrides AbstractLayer3D.getOutputDepth
- Defined in Layer/MaxPool.ts:22
Returns number

getOutputHeight

getOutputHeight(): number

Overrides AbstractLayer3D.getOutputHeight
- Defined in Layer/MaxPool.ts:14
Returns number

getOutputWidth

getOutputWidth(): number

Overrides AbstractLayer3D.getOutputWidth
- Defined in Layer/MaxPool.ts:18
Returns number

getPadding

getPadding(): number

Overrides AbstractLayer3D.getPadding
- Defined in Layer/MaxPool.ts:44
Returns number

getSize

getSize(): Dimension

Inherited from AbstractLayer3D.getSize
- Defined in Layer/AbstractLayer3D.ts:35
Returns Dimension

getStride

getStride(): number

Overrides AbstractLayer3D.getStride
- Defined in Layer/MaxPool.ts:40
Returns number

getType

getType(): LayerType

Overrides AbstractLayer3D.getType
- Defined in Layer/MaxPool.ts:76
Returns LayerType

getWidth

getWidth(): number

Inherited from AbstractLayer3D.getWidth
- Defined in Layer/AbstractLayer.ts:62
Returns number

is1D

is1D(): boolean

Inherited from AbstractLayer3D.is1D
- Defined in Layer/AbstractLayer3D.ts:9
Returns boolean

is3D

is3D(): boolean

Inherited from AbstractLayer3D.is3D
- Defined in Layer/AbstractLayer3D.ts:13
Returns boolean

penalty

penalty(): number

Inherited from AbstractLayer3D.penalty
- Defined in Layer/AbstractLayer.ts:109
Returns number

setBackPropagation

setBackPropagation(backPropagation: AbstractBackPropagation): AbstractLayer

Inherited from AbstractLayer3D.setBackPropagation
- Defined in Layer/AbstractLayer.ts:42
Parameters
- backPropagation: AbstractBackPropagation
Returns AbstractLayer

setDepth

setDepth(value: number): AbstractLayer

Inherited from AbstractLayer3D.setDepth
- Defined in Layer/AbstractLayer.ts:75
Parameters
- value: number
Returns AbstractLayer

setFilterSize

setFilterSize(size: number): MaxPoolLayer

- Defined in Layer/MaxPool.ts:26
Parameters
- size: number
Returns MaxPoolLayer

setHeight

setHeight(value: number): AbstractLayer

Inherited from AbstractLayer3D.setHeight
- Defined in Layer/AbstractLayer.ts:66
Parameters
- value: number
Returns AbstractLayer

setSize

setSize(dimension: number | Dimension): Layers

Inherited from AbstractLayer3D.setSize
- Defined in Layer/AbstractLayer3D.ts:27
Parameters
- dimension: number | Dimension
Returns Layers

setStride

setStride(stride: number): MaxPoolLayer

- Defined in Layer/MaxPool.ts:35
Parameters
- stride: number
Returns MaxPoolLayer

setWidth

setWidth(value: number): AbstractLayer

Inherited from AbstractLayer3D.setWidth
- Defined in Layer/AbstractLayer.ts:57
Parameters
- value: number
Returns AbstractLayer

transition

transition(previousLayer: Layers): Layers

Inherited from AbstractLayer3D.transition
- Defined in Layer/AbstractLayer3D.ts:17
Parameters
- previousLayer: Layers
Returns Layers

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