DeepSeek DualPipe - a innovative bidirectional pipeline parallelism algorithm used in V3 and R1 training

DualPipe is an innovative bidirectional pipeline parallelism algorithm introduced in the DeepSeek-V3 Technical Report. It achieves full overlap of forward and backward computation-communication phases, also reducing pipeline bubbles. For detailed information on computation-communication overlap, please refer to the profile data.


Profile Data 

Training - Forward and backward chunks in DualPipe

More detail at  https://github.com/deepseek-ai/profile-data

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