Search Results for author: Huiyao Shu

Found 1 papers, 0 papers with code

ROAM: memory-efficient large DNN training via optimized operator ordering and memory layout

no code implementations30 Oct 2023 Huiyao Shu, Ang Wang, Ziji Shi, Hanyu Zhao, Yong Li, Lu Lu

However, a memory-efficient execution plan that includes a reasonable operator execution order and tensor memory layout can significantly increase the models' memory efficiency and reduce overheads from high-level techniques.

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