Class CosineDecayLearningRate

Namespace

NeuralNetworks.LearningRates

Assembly

NeuralNetworks.dll

public class CosineDecayLearningRate : DecayLearningRate

Inheritance

object

LearningRate

DecayLearningRate

CosineDecayLearningRate

Inherited Members

DecayLearningRate.CurrentLearningRate

DecayLearningRate.InitialLearningRate

DecayLearningRate.GetLearningRate()

DecayLearningRate.WarmupSteps

DecayLearningRate.ApplyWarmup(int)

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

Constructors

CosineDecayLearningRate(float, float, int)

public CosineDecayLearningRate(float initialLearningRate, float finalLearningRate, int warmupSteps = 0)

Parameters

initialLearningRate float

finalLearningRate float

warmupSteps int

Methods

ToString()

Returns a string that represents the current object.

public override string ToString()

Returns

string

A string that represents the current object.

Update(int, int, int)

public override void Update(int steps, int epoch, int epochs)

Parameters

steps int

epoch int

epochs int