LearningRateScheduleStrategy<N extends num, E, T extends Signal<N, E, T>> class abstract

Base for epoch-based learning-rate schedules. The value is recomputed each epoch from Training.trainedEpochs via computeValue.

Inheritance

• Object
• ParameterStrategy<N, E, T>
• LearningRateScheduleStrategy

Implementers

• CosineAnnealingStrategy
• ExponentialDecayStrategy
• StepDecayStrategy
• WarmupStrategy

Constructors

LearningRateScheduleStrategy(Propagation<N, E, T, dynamic, dynamic> propagation, double baseValue)

Properties

baseValue → double

final

hashCode → int

The hash code for this object.

no setter, inherited

initialValue → double

no setter, override

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

value → double

no setter, override

valueEntry → E

no setter, override

Methods

computeValue(int epoch) → double

The scheduled value at epoch (0-based).

createValueEntry(double value) → E

inherited

initializeValue() → void

override

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

resetValue() → void

override

setValue(double value) → void

override

toString() → String

A string representation of this object.

inherited

updateValue() → void

override

Operators

operator ==(Object other) → bool

The equality operator.

inherited