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Use bucketized model averaging for LocalSGD #66

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d4l3k opened this issue Jan 10, 2025 · 1 comment

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enhancement good first issue

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d4l3k commented Jan 10, 2025

We want to implement the bucketization from https://github.com/pytorch/pytorch/blob/main/torch/distributed/algorithms/model_averaging/utils.py#L22-L50

Instead of our naive per parameter reduction here: https://github.com/pytorch/torchft/blob/main/torchft/local_sgd.py#L179-L181

d4l3k added enhancement good first issue labels

distributedstatemachine commented Jan 23, 2025

I would love to take this on .

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