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[SageMaker] Add launcher and support for SageMaker HPO jobs #1133

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Issue #, if available:

Fixes #1072

Description of changes:

  • We change train_entry and sagmaker_train so that when the user does not provide a value for the --model-artifact-s3 argument, we rely on the SageMaker service to upload model artifacts. This makes it possible to run HPO and other jobs that rely on using the "official" SageMaker model paths.
  • Add example launch script for HPO jobs and documentation.

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@thvasilo thvasilo self-assigned this Jan 13, 2025
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graphstorm images utilisation in SageMaker TuningJobs
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