DataPredict

API Reference - Optimizers - LearningRateStepDecay

Constructors

new()

Creates a new optimizer object. If there are no parameters given for that particular argument, then that argument will use default value.

LearningRateStepDecay.new(decayRate: number, timeStepToDecay: integer): OptimizerObject

Parameters:

• decayRate: The decay rate for learning rate.

• timeStepToDecay: The number of time steps to decay the learning rate.

Returns:

• OptimizerObject: The generated optimizer object.

Functions

setDecayRate()

LearningRateStepDecay:setDecayRate(decayRate: number)

Parameters:

• decayRate: The decay rate for learning rate.

setTimeStepToDecay()

LearningRateStepDecay:setTimeStepToDecay(timeStepToDecay: integer)

Parameters:

• timeStepToDecay: The number of time steps to decay the learning rate.

reset()

Reset optimizer’s stored values (excluding the parameters).

LearningRateStepDecay:reset()

Inherited From

• BaseOptimizer