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AutoMLJobCompletionCriteria

import type { AutoMLJobCompletionCriteria } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

How long a job is allowed to run, or how many candidates a job is allowed to generate.

interface AutoMLJobCompletionCriteria {
MaxAutoMLJobRuntimeInSeconds?: number | null;
MaxCandidates?: number | null;
MaxRuntimePerTrainingJobInSeconds?: number | null;
}

§Properties

§
MaxAutoMLJobRuntimeInSeconds?: number | null
[src]

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.

§
MaxCandidates?: number | null
[src]

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

§
MaxRuntimePerTrainingJobInSeconds?: number | null
[src]

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 used by the action.