DataPredict

API Reference - ValueSchedulers - StepDecay

Constructors

new()

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

StepDecay.new(decayRate: number, timeStepToDecay: integer): ValueSchedulerObject

Parameters:

• decayRate: The decay rate for value.

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

Returns:

• ValueSchedulerObject: The generated value scheduler object.

Functions

setDecayRate()

StepDecay:setDecayRate(decayRate: number)

Parameters:

• decayRate: The decay rate for the value.

setTimeStepToDecay()

StepDecay:setTimeStepToDecay(timeStepToDecay: integer)

Parameters:

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

reset()

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

StepDecay:reset()

Inherited From

• BaseValueScheduler