GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec class

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

Constructors

GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec({Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec>? metric, Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMultiTrialAlgorithm>? multiTrialAlgorithm, required Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec> searchTrialSpec, Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec>? trainTrialSpec})

Creates a new GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec. metric Metric specs for the NAS job. Validation for this field is done at multi_trial_algorithm_spec field. multiTrialAlgorithm The multi-trial Neural Architecture Search (NAS) algorithm type. Defaults to REINFORCEMENT_LEARNING. searchTrialSpec Spec for search trials. trainTrialSpec Spec for train trials. Top N TrainTrialSpec.max_parallel_trial_count search trials will be trained for every M TrainTrialSpec.frequency trials searched.

const

GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpec.fromMap(Map<String, dynamic> map)

factory

Properties

hashCode → int

The hash code for this object.

no setter, inherited

metric → Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMetricSpec>?

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

final

multiTrialAlgorithm → Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecMultiTrialAlgorithm>?

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

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

searchTrialSpec → Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecSearchTrialSpec>

Spec for search trials.

final

trainTrialSpec → Input<GoogleCloudAiplatformV1NasJobSpecMultiTrialAlgorithmSpecTrainTrialSpec>?

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

final

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toMap() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited