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Add checkpointing tests #252

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Before submitting
  • 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?

Fixes # (issue).

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@ankitgola005
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Manual testing results.
Note: To be rebased over #251.

Category pytorch-lightning | pypi   pytorch-lightning | source   lightning | pypi   lightning | source  
  G1 G2 G1 G2 G1 G2 G1 G2
HPU General tests P P P P P P P P
HPU torch compile tests P P P P P P P P
HPU FSDP tests P P P P P P P P
HPU Deepspeed tests P P P P P P P P
HPU precision test P P P P P P P P
Standalone-only single card tests P P P P P P P P
Multi card(2) HPU test P P P P P P P P
FSDP PT Multi card(2) HPU test P P P P P P P P
FSDP Fabric Multi card(2) HPU test P P P P P P P P
Testing HPU examples P P P P P P P P

@jerome-habana jerome-habana marked this pull request as ready for review November 5, 2024 01:32
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