renzume on Nostr: DualPipe is a bidirectional pipeline parallelism algorithm that optimizes ...
DualPipe is a bidirectional pipeline parallelism algorithm that optimizes computation-communication overlap in neural networks by achieving full overlap of forward and backward phases. The solution, presented in the DeepSeek-V3 Technical Report, reduces pipeline bubbles and requires implementation of custom overlapped forward-backward methods for specific modules.
https://github.com/deepseek-ai/DualPipe#machinelearning #parallelism #algorithm #pytorch #deepseek
Published at
2025-02-27 09:10:24Event JSON
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"content": "DualPipe is a bidirectional pipeline parallelism algorithm that optimizes computation-communication overlap in neural networks by achieving full overlap of forward and backward phases. The solution, presented in the DeepSeek-V3 Technical Report, reduces pipeline bubbles and requires implementation of custom overlapped forward-backward methods for specific modules.\nhttps://github.com/deepseek-ai/DualPipe\n#machinelearning #parallelism #algorithm #pytorch #deepseek",
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