class Aws::SageMaker::Types::HyperParameterTrainingJobSummary
Specifies summary information about a training job.
@!attribute [rw] training_job_definition_name
The training job definition name. @return [String]
@!attribute [rw] training_job_name
The name of the training job. @return [String]
@!attribute [rw] training_job_arn
The Amazon Resource Name (ARN) of the training job. @return [String]
@!attribute [rw] tuning_job_name
The HyperParameter tuning job that launched the training job. @return [String]
@!attribute [rw] creation_time
The date and time that the training job was created. @return [Time]
@!attribute [rw] training_start_time
The date and time that the training job started. @return [Time]
@!attribute [rw] training_end_time
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. @return [Time]
@!attribute [rw] training_job_status
The status of the training job. @return [String]
@!attribute [rw] tuned_hyper_parameters
A list of the hyperparameters for which you specified ranges to search. @return [Hash<String,String>]
@!attribute [rw] failure_reason
The reason that the training job failed. @return [String]
@!attribute [rw] final_hyper_parameter_tuning_job_objective_metric
The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job. @return [Types::FinalHyperParameterTuningJobObjectiveMetric]
@!attribute [rw] objective_status
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. ^ @return [String]
@see docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/HyperParameterTrainingJobSummary AWS API Documentation
Constants
- SENSITIVE