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