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gaudi support training #330

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gaudi support training #330

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Commits on Nov 12, 2024

  1. reorg main function; add 'hpu' option w/o implementation 

    The `main` training function needed to be broken down into smaller
functions for readability/testability.

WORLD_SIZE, LOCAL_RANK, and RANK have also been extracted and made
global constants since they are set by the administrating
multiprocessing launcher (torchrun, in our case).

HPU configuration options and checks are also added.

Signed-off-by: James Kunstle <[email protected]>
    @JamesKunstle
    JamesKunstle committed Nov 12, 2024
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  2. implement training for HPU 

    HPU cards (Gaudi 2 and 3) can't use Accelerate code path. This
contribution adds the training setup and loop for FSDP-only training.

Minor modifications required for HPUs specifically.

Signed-off-by: James Kunstle <[email protected]>
    @JamesKunstle
    JamesKunstle committed Nov 12, 2024
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