public sealed class StudySpec : IMessage<StudySpec>, IEquatable<StudySpec>, IDeepCloneable<StudySpec>, IBufferMessage, IMessageRepresents 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 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> |
|