Class GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpec

The spec of multi-trial Neural Architecture Search (NAS).

Inheritance

object

GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpec

Implements

IDirectResponseSchema

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.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpec : IDirectResponseSchema

Properties

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

Metric

Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field.

Declaration

[JsonProperty("metric")]
public virtual GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecMetricSpec Metric { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecMetricSpec

MultiTrialAlgorithm

The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING.

Declaration

[JsonProperty("multiTrialAlgorithm")]
public virtual string MultiTrialAlgorithm { get; set; }

Property Value

Type	Description
string

SearchTrialSpec

Required. Spec for search trials.

Declaration

[JsonProperty("searchTrialSpec")]
public virtual GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec SearchTrialSpec { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec

TrainTrialSpec

Spec for train trials. Top N [TrainTrialSpec.max_parallel_trial_count] search trials will be trained for every M [TrainTrialSpec.frequency] trials searched.

Declaration

[JsonProperty("trainTrialSpec")]
public virtual GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec TrainTrialSpec { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec

Implements

IDirectResponseSchema