HyperParameterTrainingJobSummary

Specifies summary information about a training job.

CreationTime The date and time that the training job was created.
Type: Timestamp
Required: Yes

FailureReason The reason that the training job failed.
Type: String
Length Constraints: Maximum length of 1024.
Required: No

FinalHyperParameterTuningJobObjectiveMetric The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job.
Type: FinalHyperParameterTuningJobObjectiveMetric object
Required: No

ObjectiveStatus The status of the objective metric for the training job:
+ Succeeded: The final objective metric for the training job was evaluated by the hyperparameter tuning job and used in the hyperparameter tuning process. + Pending: The training job is in progress and evaluation of its final objective metric is pending. + Failed: The final objective metric for the training job was not evaluated, and was not used in the hyperparameter tuning process. This typically occurs when the training job failed or did not emit an objective metric. Type: String
Valid Values:Succeeded | Pending | Failed
Required: No

TrainingEndTime Specifies the time when the training job ends on training instances. You are billed for the time interval between the value of TrainingStartTime and this time. For successful jobs and stopped jobs, this is the time after model artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker detects a job failure.
Type: Timestamp
Required: No

TrainingJobArn The Amazon Resource Name (ARN) of the training job.
Type: String
Length Constraints: Maximum length of 256.
Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:training-job/.*
Required: Yes

TrainingJobName The name of the training job.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*
Required: Yes

TrainingJobStatus The status of the training job.
Type: String
Valid Values:InProgress | Completed | Failed | Stopping | Stopped
Required: Yes

TrainingStartTime The date and time that the training job started.
Type: Timestamp
Required: No

TunedHyperParameters A list of the hyperparameters for which you specified ranges to search.
Type: String to string map
Key Length Constraints: Maximum length of 256.
Key Pattern: .*
Value Length Constraints: Maximum length of 256.
Value Pattern: .*
Required: Yes

TuningJobName The HyperParameter tuning job that launched the training job.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 32.
Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9])*
Required: No

For more information about using this API in one of the language-specific AWS SDKs, see the following: + AWS SDK for C++ + AWS SDK for Go + AWS SDK for Go - Pilot + AWS SDK for Java + AWS SDK for Ruby V2