public sealed class StudySpec.Types.MedianAutomatedStoppingSpec : IMessage<StudySpec.Types.MedianAutomatedStoppingSpec>, IEquatable<StudySpec.Types.MedianAutomatedStoppingSpec>, IDeepCloneable<StudySpec.Types.MedianAutomatedStoppingSpec>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 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.
Implements
IMessageStudySpecTypesMedianAutomatedStoppingSpec, IEquatableStudySpecTypesMedianAutomatedStoppingSpec, IDeepCloneableStudySpecTypesMedianAutomatedStoppingSpec, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.dll
Constructors
MedianAutomatedStoppingSpec()
public MedianAutomatedStoppingSpec()MedianAutomatedStoppingSpec(MedianAutomatedStoppingSpec)
public MedianAutomatedStoppingSpec(StudySpec.Types.MedianAutomatedStoppingSpec other)| Parameter | |
|---|---|
| Name | Description |
other |
StudySpecTypesMedianAutomatedStoppingSpec |
Properties
UseElapsedDuration
public bool UseElapsedDuration { get; set; }True if median automated stopping rule applies on [Measurement.elapsed_duration][google.cloud.aiplatform.v1beta1.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 | |
|---|---|
| Type | Description |
bool |
|