AI Algorithm Path
Feb 10, 2025 · Artificial Intelligence
Understanding DualPipe: DeepDive into DeepSeek‑R1 Architecture (Part 5)
This article explains how the DualPipe scheduling mechanism in DeepSeek‑R1 improves GPU cluster compute‑communication efficiency by using fine‑grained pipeline stages and bidirectional data flow, comparing it with Zero Bubble pipeline parallelism and discussing the challenges of large‑scale distributed training.
DeepSeekDualPipeLarge language models
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