Class OptimizerMomentum

Hierarchy

AbstractOptimizer
- OptimizerMomentum

Index

Constructors

constructor

Properties

Methods

Constructors

constructor

new OptimizerMomentum(): OptimizerMomentum

Inherited from AbstractOptimizer.constructor
Returns OptimizerMomentum

Properties

Protected batchSize

batchSize: number = 0

Protected beta

beta: number = 0.9

Protected learningRate

learningRate: number = 0

Protected t

t: number = 0

Methods

momentum

momentum(layer: Layers, learningRate: number): void

- Defined in Trainer/Optimizer/OptimizerMomentum.ts:16
Parameters
- layer: Layers
- learningRate: number
Returns void

optimize

optimize(layer: Layers): void

Overrides AbstractOptimizer.optimize
- Defined in Trainer/Optimizer/OptimizerMomentum.ts:7
Parameters
- layer: Layers
Returns void

setBatchSize

setBatchSize(batchSize: number): AbstractOptimizer

Inherited from AbstractOptimizer.setBatchSize
- Defined in Trainer/Optimizer/AbstractOptimizer.ts:8
Parameters
- batchSize: number
Returns AbstractOptimizer

setBeta

setBeta(beta: number): OptimizerMomentum

- Defined in Trainer/Optimizer/OptimizerMomentum.ts:11
Parameters
- beta: number
Returns OptimizerMomentum

setLearningRate

setLearningRate(learningRate: number): AbstractOptimizer

Inherited from AbstractOptimizer.setLearningRate
- Defined in Trainer/Optimizer/AbstractOptimizer.ts:18
Parameters
- learningRate: number
Returns AbstractOptimizer

setT

setT(t: number): AbstractOptimizer

Inherited from AbstractOptimizer.setT
- Defined in Trainer/Optimizer/AbstractOptimizer.ts:13
Parameters
- t: number
Returns AbstractOptimizer

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