Cloud AI Platform v1 API - Class NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.SearchTrialSpec (2.27.0)

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

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

Represent spec for search trials.

Inheritance

object > NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.SearchTrialSpec

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

SearchTrialSpec()

public SearchTrialSpec()

SearchTrialSpec(SearchTrialSpec)

public SearchTrialSpec(NasJobSpec.Types.MultiTrialAlgorithmSpec.Types.SearchTrialSpec other)
Parameter
Name Description
other NasJobSpecTypesMultiTrialAlgorithmSpecTypesSearchTrialSpec

Properties

MaxFailedTrialCount

public int MaxFailedTrialCount { get; set; }

The number of failed trials that need to be seen before failing the NasJob.

If set to 0, Vertex AI decides how many trials must fail before the whole job fails.

Property Value
Type Description
int

MaxParallelTrialCount

public int MaxParallelTrialCount { get; set; }

Required. The maximum number of trials to run in parallel.

Property Value
Type Description
int

MaxTrialCount

public int MaxTrialCount { get; set; }

Required. The maximum number of Neural Architecture Search (NAS) trials to run.

Property Value
Type Description
int

SearchTrialJobSpec

public CustomJobSpec SearchTrialJobSpec { get; set; }

Required. The spec of a search trial job. The same spec applies to all search trials.

Property Value
Type Description
CustomJobSpec