Cloud AI Platform v1 API - Class NasJobSpec.Types.MultiTrialAlgorithmSpec (2.18.0)

public sealed class NasJobSpec.Types.MultiTrialAlgorithmSpec : IMessage<NasJobSpec.Types.MultiTrialAlgorithmSpec>, IEquatable<NasJobSpec.Types.MultiTrialAlgorithmSpec>, IDeepCloneable<NasJobSpec.Types.MultiTrialAlgorithmSpec>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class NasJobSpec.Types.MultiTrialAlgorithmSpec.

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

Inheritance

object > NasJobSpec.Types.MultiTrialAlgorithmSpec

Implements

IMessage NasJobSpec Types MultiTrialAlgorithmSpec, IEquatable NasJobSpec Types MultiTrialAlgorithmSpec, IDeepCloneable NasJobSpec Types MultiTrialAlgorithmSpec, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

MultiTrialAlgorithmSpec()

public MultiTrialAlgorithmSpec()

MultiTrialAlgorithmSpec(MultiTrialAlgorithmSpec)

public MultiTrialAlgorithmSpec(NasJobSpec.Types.MultiTrialAlgorithmSpec other)

Parameter
Name	Description
`other`	`NasJobSpecTypesMultiTrialAlgorithmSpec`

Properties

Metric

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.MetricSpec Metric { get; set; }

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

Property Value
Type	Description
`NasJobSpecTypesMultiTrialAlgorithmSpecTypesMetricSpec`

MultiTrialAlgorithm

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.MultiTrialAlgorithm MultiTrialAlgorithm { get; set; }

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

Property Value
Type	Description
`NasJobSpecTypesMultiTrialAlgorithmSpecTypesMultiTrialAlgorithm`

SearchTrialSpec

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.SearchTrialSpec SearchTrialSpec { get; set; }

Required. Spec for search trials.

Property Value
Type	Description
`NasJobSpecTypesMultiTrialAlgorithmSpecTypesSearchTrialSpec`

TrainTrialSpec

public NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.TrainTrialSpec TrainTrialSpec { get; set; }

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

Property Value
Type	Description
`NasJobSpecTypesMultiTrialAlgorithmSpecTypesTrainTrialSpec`