Cloud AI Platform v1 API - Class StudySpec.Types.MedianAutomatedStoppingSpec (2.7.0) 

public sealed class MedianAutomatedStoppingSpec : IMessage<StudySpec.Types.MedianAutomatedStoppingSpec>, IEquatable<StudySpec.Types.MedianAutomatedStoppingSpec>, IDeepCloneable<StudySpec.Types.MedianAutomatedStoppingSpec>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class StudySpec.Types.MedianAutomatedStoppingSpec.

The median automated stopping rule stops a pending Trial if the Trial's best objective_value is strictly below the median 'performance' of all completed Trials reported up to the Trial's last measurement. Currently, 'performance' refers to the running average of the objective values reported by the Trial in each measurement.

Inheritance

Object > StudySpec.Types.MedianAutomatedStoppingSpec

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

MedianAutomatedStoppingSpec()

public MedianAutomatedStoppingSpec()

MedianAutomatedStoppingSpec(StudySpec.Types.MedianAutomatedStoppingSpec)

public MedianAutomatedStoppingSpec(StudySpec.Types.MedianAutomatedStoppingSpec other)
Parameter
NameDescription
otherStudySpec.Types.MedianAutomatedStoppingSpec

Properties

UseElapsedDuration

public bool UseElapsedDuration { get; set; }

True if median automated stopping rule applies on [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration]. It means that elapsed_duration field of latest measurement of current Trial is used to compute median objective value for each completed Trials.

Property Value
TypeDescription
Boolean