GoogleCloudAiplatformV1HyperparameterTuningJob class

Represents a HyperparameterTuningJob.

A HyperparameterTuningJob has a Study specification and multiple CustomJobs with identical CustomJob specification.

Constructors

GoogleCloudAiplatformV1HyperparameterTuningJob({String? createTime, String? displayName, GoogleCloudAiplatformV1EncryptionSpec? encryptionSpec, String? endTime, GoogleRpcStatus? error, Map<String, String>? labels, int? maxFailedTrialCount, int? maxTrialCount, String? name, int? parallelTrialCount, String? startTime, String? state, GoogleCloudAiplatformV1StudySpec? studySpec, GoogleCloudAiplatformV1CustomJobSpec? trialJobSpec, List<GoogleCloudAiplatformV1Trial>? trials, String? updateTime})
GoogleCloudAiplatformV1HyperparameterTuningJob.fromJson(Map json_)

Properties

createTime String?
Time when the HyperparameterTuningJob was created.
getter/setter pair
displayName String?
The display name of the HyperparameterTuningJob.
getter/setter pair
encryptionSpec GoogleCloudAiplatformV1EncryptionSpec?
Customer-managed encryption key options for a HyperparameterTuningJob.
getter/setter pair
endTime String?
Time when the HyperparameterTuningJob entered any of the following states: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.
getter/setter pair
error GoogleRpcStatus?
Only populated when job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.
getter/setter pair
hashCode int
The hash code for this object.
no setterinherited
labels Map<String, String>?
The labels with user-defined metadata to organize HyperparameterTuningJobs.
getter/setter pair
maxFailedTrialCount int?
The number of failed Trials that need to be seen before failing the HyperparameterTuningJob.
getter/setter pair
maxTrialCount int?
The desired total number of Trials.
getter/setter pair
name String?
Resource name of the HyperparameterTuningJob.
getter/setter pair
parallelTrialCount int?
The desired number of Trials to run in parallel.
getter/setter pair
runtimeType Type
A representation of the runtime type of the object.
no setterinherited
startTime String?
Time when the HyperparameterTuningJob for the first time entered the JOB_STATE_RUNNING state.
getter/setter pair
state String?
The detailed state of the job.
getter/setter pair
studySpec GoogleCloudAiplatformV1StudySpec?
Study configuration of the HyperparameterTuningJob.
getter/setter pair
trialJobSpec GoogleCloudAiplatformV1CustomJobSpec?
The spec of a trial job.
getter/setter pair
trials List<GoogleCloudAiplatformV1Trial>?
Trials of the HyperparameterTuningJob.
getter/setter pair
updateTime String?
Time when the HyperparameterTuningJob was most recently updated.
getter/setter pair

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toJson() Map<String, dynamic>
toString() String
A string representation of this object.
inherited

Operators

operator ==(Object other) bool
The equality operator.
inherited