Class: Aws::SageMaker::Types::SecondaryStatusTransition
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::SecondaryStatusTransition
- Defined in:
- gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb
Overview
An array element of SecondaryStatusTransitions
for
DescribeTrainingJob. It provides additional details about a
status that the training job has transitioned through. A training job
can be in one of several states, for example, starting, downloading,
training, or uploading. Within each state, there are a number of
intermediate states. For example, within the starting state, SageMaker
could be starting the training job or launching the ML instances.
These transitional states are referred to as the job's secondary
status.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#end_time ⇒ Time
A timestamp that shows when the training job transitioned out of this secondary status state into another secondary status state or when the training job has ended.
-
#start_time ⇒ Time
A timestamp that shows when the training job transitioned to the current secondary status state.
-
#status ⇒ String
Contains a secondary status information from a training job.
-
#status_message ⇒ String
A detailed description of the progress within a secondary status.
Instance Attribute Details
#end_time ⇒ Time
A timestamp that shows when the training job transitioned out of this secondary status state into another secondary status state or when the training job has ended.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40503 class SecondaryStatusTransition < Struct.new( :status, :start_time, :end_time, :status_message) SENSITIVE = [] include Aws::Structure end |
#start_time ⇒ Time
A timestamp that shows when the training job transitioned to the current secondary status state.
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40503 class SecondaryStatusTransition < Struct.new( :status, :start_time, :end_time, :status_message) SENSITIVE = [] include Aws::Structure end |
#status ⇒ String
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 supportFile
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 theFailureReason
field ofDescribeTrainingJobResponse
.
^
- 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
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40503 class SecondaryStatusTransition < Struct.new( :status, :start_time, :end_time, :status_message) SENSITIVE = [] include Aws::Structure end |
#status_message ⇒ String
A detailed description of the progress within a secondary status.
SageMaker provides secondary statuses and status messages that apply to each of them:
- Starting
Starting the training job.
Launching requested ML instances.
Insufficient capacity error from EC2 while launching instances, retrying!
Launched instance was unhealthy, replacing it!
Preparing the instances for training.
- Training
- Training image download completed. Training in progress.
^
Status messages are subject to change. Therefore, we recommend not including them in code that programmatically initiates actions. For examples, don't use status messages in if statements.
To have an overview of your training job's progress, view
TrainingJobStatus
and SecondaryStatus
in
DescribeTrainingJob, and StatusMessage
together. For example,
at the start of a training job, you might see the following:
TrainingJobStatus
- InProgressSecondaryStatus
- TrainingStatusMessage
- Downloading the training image
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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 40503 class SecondaryStatusTransition < Struct.new( :status, :start_time, :end_time, :status_message) SENSITIVE = [] include Aws::Structure end |