Class EpochEndEventArgs

Event triggered when the training epoch ends

Inheritance

System.Object

System.EventArgs

EpochEndEventArgs

Inherited Members

System.EventArgs.Empty

Namespace: SiaNet.Events

Assembly: SiaNet.dll

Syntax

public class EpochEndEventArgs : EventArgs

Constructors

EpochEndEventArgs(Int32, Int64, Single, Single, Single, Single, Int64)

Initializes a new instance of the EpochEndEventArgs class.

Declaration

public EpochEndEventArgs(int epoch, long samplesSeen, float loss, float validationLoss, float metric, float validationMetric, long duration)

Parameters

Type	Name	Description
System.Int32	epoch	The current epoch number.
System.Int64	samplesSeen	The number of samples seen during this training for the current epoch.
System.Single	loss	The loss value for the current epoch.
System.Single	validationLoss	The validation loss for the epoch.
System.Single	metric	The metric value for the epoch.
System.Single	validationMetric	The validation metric value for the epoch.
System.Int64	duration	The time took to complete the epoch. In milliseconds

Properties

Duration

Gets the time taken to complete the epoch. In milliseconds.

Declaration

public long Duration { get; }

Property Value

Type	Description
System.Int64	The duration.

Epoch

Gets the current epoch.

Declaration

public int Epoch { get; }

Property Value

Type	Description
System.Int32	The epoch.

Loss

Gets the loss value for the current epoch.

Declaration

public float Loss { get; }

Property Value

Type	Description
System.Single	The loss.

Metric

Gets the metric value for the current epoch.

Declaration

public float Metric { get; }

Property Value

Type	Description
System.Single	The metric.

SamplesSeen

Gets the nymber of samples seen during epoch training.

Declaration

public long SamplesSeen { get; }

Property Value

Type	Description
System.Int64	The samples seen.

ValidationLoss

Gets the validation loss value for the current epoch.

Declaration

public float ValidationLoss { get; }

Property Value

Type	Description
System.Single	The validation loss.

ValidationMetric

Gets the validation metric value for the current epoch.

Declaration

public float ValidationMetric { get; }

Property Value

Type	Description
System.Single	The validation metric.

See Also

System.EventArgs