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Add fsdp sharding test #249

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Add fsdp sharding test
  • Was this discussed/agreed via a Github issue? (no need for typos and docs improvements)
  • Did you read the contributor guideline, Pull Request section?
  • Did you make sure to update the docs?
  • Did you write any new necessary tests?

What does this PR do?

Add fsdp sharding test

Fixes # (issue).

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