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set up GCS (HNS enabled) using blueprint for the ML workload #3690

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SwarnaBharathiMantena
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Set up Google Cloud Storage (Hierarchical Namespace enabled) using blueprint for the ML workload.

  • Create GCS buckets through blueprint, one for training and another for checkpoint.
  • Update the k8s_service_account_name used in the gke-job-template.

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Please take the following actions before submitting this pull request.

  • Fork your PR branch from the Toolkit "develop" branch (not main)
  • Test all changes with pre-commit in a local branch #
  • Confirm that "make tests" passes all tests
  • Add or modify unit tests to cover code changes
  • Ensure that unit test coverage remains above 80%
  • Update all applicable documentation
  • Follow Cluster Toolkit Contribution guidelines #

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