GoogleCloudAiplatformV1StudySpecDecayCurveAutomatedStoppingSpec class

The decay curve automated stopping rule builds a Gaussian Process Regressor to predict the final objective value of a Trial based on the already completed Trials and the intermediate measurements of the current Trial.

Early stopping is requested for the current Trial if there is very low probability to exceed the optimal value found so far.

Constructors

GoogleCloudAiplatformV1StudySpecDecayCurveAutomatedStoppingSpec({bool? useElapsedDuration})

GoogleCloudAiplatformV1StudySpecDecayCurveAutomatedStoppingSpec.fromJson(Map json_)

Properties

hashCode → int

The hash code for this object.

no setter, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

useElapsedDuration ↔ bool?

True if Measurement.elapsed_duration is used as the x-axis of each Trials Decay Curve.

getter/setter pair

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toJson() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited