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- research-articleOctober 2022
Mandheling: mixed-precision on-device DNN training with DSP offloading
MobiCom '22: Proceedings of the 28th Annual International Conference on Mobile Computing And NetworkingPages 214–227https://doi.org/10.1145/3495243.3560545This paper proposes Mandheling, the first system that enables highly resource-efficient on-device training by orchestrating mixed-precision training with on-chip Digital Signal Processor (DSP) offloading. Mandheling fully explores the advantages of DSP ...