AutoMLJobCompletionCriteria

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, are not completed.

Type: Integer

Valid Range: Minimum value of 1.

Required: No

The maximum number of times a training job is allowed to run.

For V2 jobs (jobs created by calling CreateAutoMLJobV2), the supported value is 1.

Type: Integer

Valid Range: Minimum value of 1. Maximum value of 750.

Required: No

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.

For V2 jobs (jobs created by calling CreateAutoMLJobV2), this field controls the runtime of the job candidate.

Type: Integer

Valid Range: Minimum value of 1.

Required: No