Class ProjectsResource.LocationsResource.StudiesResource.TrialsResource

The "trials" collection of methods.

Inheritance

object

ProjectsResource.LocationsResource.StudiesResource.TrialsResource

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1beta1

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class ProjectsResource.LocationsResource.StudiesResource.TrialsResource

Constructors

TrialsResource(IClientService)

Constructs a new resource.

Declaration

public TrialsResource(IClientService service)

Parameters

Type	Name	Description
IClientService	service

Properties

Operations

Gets the Operations resource.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource Operations { get; }

Property Value

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.OperationsResource

Methods

AddTrialMeasurement(GoogleCloudAiplatformV1beta1AddTrialMeasurementRequest, string)

Adds a measurement of the objective metrics to a Trial. This measurement is assumed to have been taken before the Trial is complete.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.AddTrialMeasurementRequest AddTrialMeasurement(GoogleCloudAiplatformV1beta1AddTrialMeasurementRequest body, string trialName)

Parameters

Type	Name	Description
GoogleCloudAiplatformV1beta1AddTrialMeasurementRequest	body	The body of the request.
string	trialName	Required. The name of the trial to add measurement. Format: projects/{project}/locations/{location}/studies/{study}/trials/{trial}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.AddTrialMeasurementRequest

CheckTrialEarlyStoppingState(GoogleCloudAiplatformV1beta1CheckTrialEarlyStoppingStateRequest, string)

Checks whether a Trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a CheckTrialEarlyStoppingStateResponse.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CheckTrialEarlyStoppingStateRequest CheckTrialEarlyStoppingState(GoogleCloudAiplatformV1beta1CheckTrialEarlyStoppingStateRequest body, string trialName)

Parameters

Type	Name	Description
GoogleCloudAiplatformV1beta1CheckTrialEarlyStoppingStateRequest	body	The body of the request.
string	trialName	Required. The Trial's name. Format: projects/{project}/locations/{location}/studies/{study}/trials/{trial}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CheckTrialEarlyStoppingStateRequest

Complete(GoogleCloudAiplatformV1beta1CompleteTrialRequest, string)

Marks a Trial as complete.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CompleteRequest Complete(GoogleCloudAiplatformV1beta1CompleteTrialRequest body, string name)

Parameters

Type	Name	Description
GoogleCloudAiplatformV1beta1CompleteTrialRequest	body	The body of the request.
string	name	Required. The Trial's name. Format: projects/{project}/locations/{location}/studies/{study}/trials/{trial}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CompleteRequest

Create(GoogleCloudAiplatformV1beta1Trial, string)

Adds a user provided Trial to a Study.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CreateRequest Create(GoogleCloudAiplatformV1beta1Trial body, string parent)

Parameters

Type	Name	Description
GoogleCloudAiplatformV1beta1Trial	body	The body of the request.
string	parent	Required. The resource name of the Study to create the Trial in. Format: projects/{project}/locations/{location}/studies/{study}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.CreateRequest

Delete(string)

Deletes a Trial.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.DeleteRequest Delete(string name)

Parameters

Type	Name	Description
string	name	Required. The Trial's name. Format: projects/{project}/locations/{location}/studies/{study}/trials/{trial}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.DeleteRequest

Get(string)

Gets a Trial.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.GetRequest Get(string name)

Parameters

Type	Name	Description
string	name	Required. The name of the Trial resource. Format: projects/{project}/locations/{location}/studies/{study}/trials/{trial}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.GetRequest

List(string)

Lists the Trials associated with a Study.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.ListRequest List(string parent)

Parameters

Type	Name	Description
string	parent	Required. The resource name of the Study to list the Trial from. Format: projects/{project}/locations/{location}/studies/{study}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.ListRequest

ListOptimalTrials(GoogleCloudAiplatformV1beta1ListOptimalTrialsRequest, string)

Lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.ListOptimalTrialsRequest ListOptimalTrials(GoogleCloudAiplatformV1beta1ListOptimalTrialsRequest body, string parent)

Parameters

Type	Name	Description
GoogleCloudAiplatformV1beta1ListOptimalTrialsRequest	body	The body of the request.
string	parent	Required. The name of the Study that the optimal Trial belongs to.

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.ListOptimalTrialsRequest

Stop(GoogleCloudAiplatformV1beta1StopTrialRequest, string)

Stops a Trial.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.StopRequest Stop(GoogleCloudAiplatformV1beta1StopTrialRequest body, string name)

Parameters

Type	Name	Description
GoogleCloudAiplatformV1beta1StopTrialRequest	body	The body of the request.
string	name	Required. The Trial's name. Format: projects/{project}/locations/{location}/studies/{study}/trials/{trial}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.StopRequest

Suggest(GoogleCloudAiplatformV1beta1SuggestTrialsRequest, string)

Adds one or more Trials to a Study, with parameter values suggested by Vertex AI Vizier. Returns a long-running operation associated with the generation of Trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse.

Declaration

public virtual ProjectsResource.LocationsResource.StudiesResource.TrialsResource.SuggestRequest Suggest(GoogleCloudAiplatformV1beta1SuggestTrialsRequest body, string parent)

Parameters

Type	Name	Description
GoogleCloudAiplatformV1beta1SuggestTrialsRequest	body	The body of the request.
string	parent	Required. The project and location that the Study belongs to. Format: projects/{project}/locations/{location}/studies/{study}

Returns

Type	Description
ProjectsResource.LocationsResource.StudiesResource.TrialsResource.SuggestRequest