public sealed class StudySpec.Types.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 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.
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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-03-31 UTC."],[[["This documentation is for the `StudySpec.Types.MedianAutomatedStoppingSpec` class within the Cloud AI Platform v1beta1 API, specifically version 1.0.0-beta09."],["The `MedianAutomatedStoppingSpec` class implements interfaces such as `IMessage`, `IEquatable`, `IDeepCloneable`, and `IBufferMessage`, providing capabilities for message handling, equality comparison, deep cloning, and buffer manipulation."],["The median automated stopping rule will stop a pending trial if its best objective value is below the median performance of completed trials, where performance is based on the running average of reported objective values."],["The class provides two constructors: a default constructor (`MedianAutomatedStoppingSpec()`) and one that accepts another `MedianAutomatedStoppingSpec` object (`MedianAutomatedStoppingSpec(StudySpec.Types.MedianAutomatedStoppingSpec other)`)."],["It contains a `UseElapsedDuration` property, which when set to true, enables the median automated stopping rule to use the elapsed duration of the latest measurement to compute the median objective value for completed trials."]]],[]]
