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I can confirm that with this PR, I'm able to run CPU-offload on a 6B parameters models with limited RAM (32GB). Usage peaks at 24GB before going down to a constant 20GB. The same test script crashes due to OOM on the last version of DeepSpeed. |
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Thank you for validating the fix, @sgugger! Tunji, is it good to merge? as quite a few users are impacted by this memory issue and your PR would help to many. Thank you! |
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…pSpeed into olruwase/parameter_offload
mrwyattii
approved these changes
Jun 15, 2022
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Parameter offloading can live separately from stage 3 optimizer, right?