HyperParameterTuningJobSummary

The Amazon Resource Name (ARN) of the tuning job.

Type: String

Length Constraints: Minimum length of 0. Maximum length of 256.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:hyper-parameter-tuning-job/.*

Required: Yes

The name of the tuning job.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 32.

Pattern: [a-zA-Z0-9](-*[a-zA-Z0-9]){0,31}

Required: Yes

The status of the tuning job.

Type: String

Valid Values: Completed | InProgress | Failed | Stopped | Stopping | Deleting | DeleteFailed

Required: Yes

The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.

Type: ObjectiveStatusCounters object

Required: Yes

Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.

Type: String

Valid Values: Bayesian | Random | Hyperband | Grid

Required: Yes

The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.

Type: TrainingJobStatusCounters object

Required: Yes

The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.

Type: ResourceLimits object

Required: No