AutoMLJobCompletionCriteria
How long a job is allowed to run, or how many candidates a job is allowed to generate.
Contents
- MaxAutoMLJobRuntimeInSeconds
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The maximum runtime, in seconds, an AutoML job has to complete.
If an AutoML job exceeds the maximum runtime, the job is stopped automatically and its processing is ended gracefully. The AutoML job identifies the best model whose training was completed and marks it as the best-performing model. Any unfinished steps of the job, such as automatic one-click Autopilot model deployment, will not be completed.
Type: Integer
Valid Range: Minimum value of 1.
Required: No
- MaxCandidates
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The maximum number of times a training job is allowed to run.
Type: Integer
Valid Range: Minimum value of 1.
Required: No
- MaxRuntimePerTrainingJobInSeconds
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The maximum time, in seconds, that each training job executed inside hyperparameter tuning is allowed to run as part of a hyperparameter tuning job. For more information, see the StoppingCondition used by the CreateHyperParameterTuningJob action.
Type: Integer
Valid Range: Minimum value of 1.
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
