NAME
Paws::SageMaker::HyperParameterTrainingJobSummary
USAGE
This class represents one of two things:
Arguments in a call to a service
Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.
As an example, if Att1 is expected to be a Paws::SageMaker::HyperParameterTrainingJobSummary object:
$service_obj->Method(Att1 => { CreationTime => $value, ..., TuningJobName => $value });Results returned from an API call
Use accessors for each attribute. If Att1 is expected to be an Paws::SageMaker::HyperParameterTrainingJobSummary object:
$result = $service_obj->Method(...);
$result->Att1->CreationTimeDESCRIPTION
Specifies summary information about a training job.
ATTRIBUTES
REQUIRED CreationTime => Str
The date and time that the training job was created.
FailureReason => Str
The reason that the training job failed.
FinalHyperParameterTuningJobObjectiveMetric => Paws::SageMaker::FinalHyperParameterTuningJobObjectiveMetric
The FinalHyperParameterTuningJobObjectiveMetric object that specifies the value of the objective metric of the tuning job that launched this training job.
ObjectiveStatus => Str
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.
TrainingEndTime => Str
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.
REQUIRED TrainingJobArn => Str
The Amazon Resource Name (ARN) of the training job.
TrainingJobDefinitionName => Str
The training job definition name.
REQUIRED TrainingJobName => Str
The name of the training job.
REQUIRED TrainingJobStatus => Str
The status of the training job.
TrainingStartTime => Str
The date and time that the training job started.
REQUIRED TunedHyperParameters => Paws::SageMaker::HyperParameters
A list of the hyperparameters for which you specified ranges to search.
TuningJobName => Str
The HyperParameter tuning job that launched the training job.
SEE ALSO
This class forms part of Paws, describing an object used in Paws::SageMaker
BUGS and CONTRIBUTIONS
The source code is located here: https://github.com/pplu/aws-sdk-perl
Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues