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_RUNNINGstate.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