NAME
Paws::SageMaker::DescribeHyperParameterTuningJobResponse
ATTRIBUTES
BestTrainingJob => Paws::SageMaker::HyperParameterTrainingJobSummary
A TrainingJobSummary object that describes the training job that completed with the best current HyperParameterTuningJobObjective.
REQUIRED CreationTime => Str
The date and time that the tuning job started.
FailureReason => Str
If the tuning job failed, the reason it failed.
HyperParameterTuningEndTime => Str
The date and time that the tuning job ended.
REQUIRED HyperParameterTuningJobArn => Str
The Amazon Resource Name (ARN) of the tuning job.
REQUIRED HyperParameterTuningJobConfig => Paws::SageMaker::HyperParameterTuningJobConfig
The HyperParameterTuningJobConfig object that specifies the configuration of the tuning job.
REQUIRED HyperParameterTuningJobName => Str
The name of the tuning job.
REQUIRED HyperParameterTuningJobStatus => Str
The status of the tuning job: InProgress, Completed, Failed, Stopping, or Stopped.
Valid values are: "Completed", "InProgress", "Failed", "Stopped", "Stopping" =head2 LastModifiedTime => Str
The date and time that the status of the tuning job was modified.
REQUIRED ObjectiveStatusCounters => Paws::SageMaker::ObjectiveStatusCounters
The ObjectiveStatusCounters object that specifies the number of training jobs, categorized by the status of their final objective metric, that this tuning job launched.
OverallBestTrainingJob => Paws::SageMaker::HyperParameterTrainingJobSummary
If the hyperparameter tuning job is an warm start tuning job with a WarmStartType of IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training job with the best objective metric value of all training jobs launched by this tuning job and all parent jobs specified for the warm start tuning job.
TrainingJobDefinition => Paws::SageMaker::HyperParameterTrainingJobDefinition
The HyperParameterTrainingJobDefinition object that specifies the definition of the training jobs that this tuning job launches.
TrainingJobDefinitions => ArrayRef[Paws::SageMaker::HyperParameterTrainingJobDefinition]
A list of the HyperParameterTrainingJobDefinition objects launched for this tuning job.
REQUIRED TrainingJobStatusCounters => Paws::SageMaker::TrainingJobStatusCounters
The TrainingJobStatusCounters object that specifies the number of training jobs, categorized by status, that this tuning job launched.
WarmStartConfig => Paws::SageMaker::HyperParameterTuningJobWarmStartConfig
The configuration for starting the hyperparameter parameter tuning job using one or more previous tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.