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[pipeline/rpc] implement a demo for PP with cuda rpc framework #1470

Merged
merged 9 commits into from
Aug 22, 2022
Merged

[pipeline/rpc] implement a demo for PP with cuda rpc framework #1470

merged 9 commits into from
Aug 22, 2022

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LSTM-Kirigaya
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Implement a cuda rpc pipepline with torch.distributed.rpc. The demo has the features below:

  • support FillDrain & 1F1B mode
  • support checkpoints
  • support communication of any type of variable and device tensor

TODO:

  • support distributed optimizer
  • support overleaved 1F1B mode
  • test performance

@YuliangLiu0306 YuliangLiu0306 merged commit bb5f528 into hpcaitech:main Aug 22, 2022
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@YuliangLiu0306 YuliangLiu0306 YuliangLiu0306 approved these changes

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@LSTM-Kirigaya @YuliangLiu0306