ScaMP: Scalable Meta-Parallelism for Deep Learning Search

Anthony, Q; Xu, L; Shafi, A; Subramoni, H; Panda, DK

Anthony, Q (通讯作者),Ohio State Univ, Dept Comp Sci & Engn, Columbus, OH 43210 USA.

2023 IEEE/ACM 23RD INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND INTERNET COMPUTING WORKSHOPS, CCGRIDW, 2023; (): 346

Abstract

In this paper, we propose Scalable Meta-Parallelism for Deep Learning Search (ScaMP): a distributed Hyperparameter Optimization (HPO) and Neural Archi......

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