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Add checkpointing guide and configurations to PyTorch TPU recipes #7

@miladm

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@miladm

Add checkpointing guide and configurations to existing PyTorch TPU recipes. The guide should offer solutions for distributed checkpointing and consolidating checkpoints.

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