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public sealed class StudySpec : IMessage<StudySpec>, IEquatable<StudySpec>, IDeepCloneable<StudySpec>, IBufferMessage, IMessage
Represents specification of a Study.
Implements
IMessage<StudySpec>, IEquatable<StudySpec>, IDeepCloneable<StudySpec>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
StudySpec()
public StudySpec()
StudySpec(StudySpec)
public StudySpec(StudySpec other)
Parameter | |
---|---|
Name | Description |
other | StudySpec |
Properties
Algorithm
public StudySpec.Types.Algorithm Algorithm { get; set; }
The search algorithm specified for the Study.
Property Value | |
---|---|
Type | Description |
StudySpec.Types.Algorithm |
AutomatedStoppingSpecCase
public StudySpec.AutomatedStoppingSpecOneofCase AutomatedStoppingSpecCase { get; }
Property Value | |
---|---|
Type | Description |
StudySpec.AutomatedStoppingSpecOneofCase |
DecayCurveStoppingSpec
public StudySpec.Types.DecayCurveAutomatedStoppingSpec DecayCurveStoppingSpec { get; set; }
The automated early stopping spec using decay curve rule.
Property Value | |
---|---|
Type | Description |
StudySpec.Types.DecayCurveAutomatedStoppingSpec |
MeasurementSelectionType
public StudySpec.Types.MeasurementSelectionType MeasurementSelectionType { get; set; }
Describe which measurement selection type will be used
Property Value | |
---|---|
Type | Description |
StudySpec.Types.MeasurementSelectionType |
MedianAutomatedStoppingSpec
public StudySpec.Types.MedianAutomatedStoppingSpec MedianAutomatedStoppingSpec { get; set; }
The automated early stopping spec using median rule.
Property Value | |
---|---|
Type | Description |
StudySpec.Types.MedianAutomatedStoppingSpec |
Metrics
public RepeatedField<StudySpec.Types.MetricSpec> Metrics { get; }
Required. Metric specs for the Study.
Property Value | |
---|---|
Type | Description |
RepeatedField<StudySpec.Types.MetricSpec> |
ObservationNoise
public StudySpec.Types.ObservationNoise ObservationNoise { get; set; }
The observation noise level of the study. Currently only supported by the Vertex AI Vizier service. Not supported by HyperparamterTuningJob or TrainingPipeline.
Property Value | |
---|---|
Type | Description |
StudySpec.Types.ObservationNoise |
Parameters
public RepeatedField<StudySpec.Types.ParameterSpec> Parameters { get; }
Required. The set of parameters to tune.
Property Value | |
---|---|
Type | Description |
RepeatedField<StudySpec.Types.ParameterSpec> |