Checkpointing and retrieval#13
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mkrima merged 4 commits intoepfml:mainfrom Apr 16, 2024
NicolasRR:main
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mkrima
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Apr 15, 2024
mkrima
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Apr 15, 2024
mkrima
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Apr 16, 2024
mkrima
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Apr 16, 2024
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LGTM |
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quick question: without having gone through the code in detail, does this also make sure the data sampling is deterministic (dataloader state is restored)? what i mean is, does the model see the same data when loading from a checkpoint vs when doing a full training run |
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Good point, I have added those modifications in another PR |
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Sorry I think I merged this too quickly. I forgot that we switched to using dataloader in this repo. The PR resets the rng state but our dataloader has its own sampler with its own generator. so we have to set the rng state for that too. I can do that in another PR in our hacakthon tomorrow: |
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Implemented checkpoint and retrieval for model, scheduler, and optimizer state_dict as well as random generator states for reproducibility.