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ENTITY Randomized PipeDream

Randomized PipeDream

PulseAugur coverage of Randomized PipeDream — every cluster mentioning Randomized PipeDream across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_68232 ·

    New theory demystifies pipeline parallelism for large ML models

    Researchers have developed a theoretical framework for pipeline parallelism in machine learning, introducing Randomized PipeDream (RPD). This new abstraction provides the first non-convex convergence guarantee for PipeD…