GoogleCloudAiplatformV1StudySpec class

Represents specification of a Study.

Constructors

GoogleCloudAiplatformV1StudySpec({Input<GoogleCloudAiplatformV1StudySpecAlgorithm>? algorithm, Input<GoogleCloudAiplatformV1StudySpecConvexAutomatedStoppingSpec>? convexAutomatedStoppingSpec, Input<GoogleCloudAiplatformV1StudySpecDecayCurveAutomatedStoppingSpec>? decayCurveStoppingSpec, Input<GoogleCloudAiplatformV1StudySpecMeasurementSelectionType>? measurementSelectionType, Input<GoogleCloudAiplatformV1StudySpecMedianAutomatedStoppingSpec>? medianAutomatedStoppingSpec, required Input<List<GoogleCloudAiplatformV1StudySpecMetricSpec>> metrics, Input<GoogleCloudAiplatformV1StudySpecObservationNoise>? observationNoise, required Input<List<GoogleCloudAiplatformV1StudySpecParameterSpec>> parameters, Input<GoogleCloudAiplatformV1StudySpecStudyStoppingConfig>? studyStoppingConfig})

Creates a new GoogleCloudAiplatformV1StudySpec. algorithm The search algorithm specified for the Study. convexAutomatedStoppingSpec The automated early stopping spec using convex stopping rule. decayCurveStoppingSpec The automated early stopping spec using decay curve rule. measurementSelectionType Describe which measurement selection type will be used medianAutomatedStoppingSpec The automated early stopping spec using median rule. metrics Metric specs for the Study. observationNoise The observation noise level of the study. Currently only supported by the Vertex AI Vizier service. Not supported by HyperparameterTuningJob or TrainingPipeline. parameters The set of parameters to tune. studyStoppingConfig Conditions for automated stopping of a Study. Enable automated stopping by configuring at least one condition.

const

GoogleCloudAiplatformV1StudySpec.fromMap(Map<String, dynamic> map)

factory

Properties

algorithm → Input<GoogleCloudAiplatformV1StudySpecAlgorithm>?

The search algorithm specified for the Study.

final

convexAutomatedStoppingSpec → Input<GoogleCloudAiplatformV1StudySpecConvexAutomatedStoppingSpec>?

The automated early stopping spec using convex stopping rule.

final

decayCurveStoppingSpec → Input<GoogleCloudAiplatformV1StudySpecDecayCurveAutomatedStoppingSpec>?

The automated early stopping spec using decay curve rule.

final

hashCode → int

The hash code for this object.

no setter, inherited

measurementSelectionType → Input<GoogleCloudAiplatformV1StudySpecMeasurementSelectionType>?

Describe which measurement selection type will be used

final

medianAutomatedStoppingSpec → Input<GoogleCloudAiplatformV1StudySpecMedianAutomatedStoppingSpec>?

The automated early stopping spec using median rule.

final

metrics → Input<List<GoogleCloudAiplatformV1StudySpecMetricSpec>>

Metric specs for the Study.

final

observationNoise → Input<GoogleCloudAiplatformV1StudySpecObservationNoise>?

The observation noise level of the study. Currently only supported by the Vertex AI Vizier service. Not supported by HyperparameterTuningJob or TrainingPipeline.

final

parameters → Input<List<GoogleCloudAiplatformV1StudySpecParameterSpec>>

The set of parameters to tune.

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

studyStoppingConfig → Input<GoogleCloudAiplatformV1StudySpecStudyStoppingConfig>?

Conditions for automated stopping of a Study. Enable automated stopping by configuring at least one condition.

final

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toMap() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited