gaudi support training #330
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JamesKunstle
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Nov 12, 2024
JamesKunstle
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- reorg main function; add 'hpu' option w/o implementation
- implement training for HPU
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Builds on changes from #329. Still needs to be tested. |
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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]>
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]>
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