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 v1beta1 API class NasJobSpec.Types.MultiTrialAlgorithmSpec.
The spec of multi-trial Neural Architecture Search (NAS).
Implements
IMessageNasJobSpecTypesMultiTrialAlgorithmSpec, IEquatableNasJobSpecTypesMultiTrialAlgorithmSpec, IDeepCloneableNasJobSpecTypesMultiTrialAlgorithmSpec, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.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 |