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Megan Frisella, Arvin Oentoro, Xiangyu Gao, Gilbert Bernstein, Stephanie Wang · 2025 · arXiv 6882.376718

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Piper: A Programmable Distributed Training System

cs.DC · 2026-06-09 · unverdicted · novelty 5.0

Piper decouples user-defined distributed training strategies from runtime execution using transformations on a unified global training DAG IR, achieving parity on ZeRO and gains on composed strategies like DualPipe.

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  • Piper: A Programmable Distributed Training System cs.DC · 2026-06-09 · unverdicted · none · ref 13

    Piper decouples user-defined distributed training strategies from runtime execution using transformations on a unified global training DAG IR, achieving parity on ZeRO and gains on composed strategies like DualPipe.