status property

SecondaryStatus status
final

Contains a secondary status information from a training job.

Status might be one of the following secondary statuses:

InProgress
  • Starting - Starting the training job.
  • Downloading - An optional stage for algorithms that support File training input mode. It indicates that data is being downloaded to the ML storage volumes.
  • Training - Training is in progress.
  • Uploading - Training is complete and the model artifacts are being uploaded to the S3 location.
Completed
  • Completed - The training job has completed.
Failed
  • Failed - The training job has failed. The reason for the failure is returned in the FailureReason field of DescribeTrainingJobResponse.
Stopped
  • MaxRuntimeExceeded - The job stopped because it exceeded the maximum allowed runtime.
  • Stopped - The training job has stopped.
Stopping
  • Stopping - Stopping the training job.
We no longer support the following secondary statuses:
  • LaunchingMLInstances
  • PreparingTrainingStack
  • DownloadingTrainingImage

Implementation

final SecondaryStatus status;