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->CreationTime

DESCRIPTION

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
C<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.

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