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Accelerating On-Device Learning with Layer-Wise Processor Selection Method on Unified Memory

Recent studies have applied the superior performance of deep learning to mobile devices, and these studies have enabled the running of the deep learning model on a mobile device with limited computing power. However, there is performance degradation of the deep learning model when it is deployed in...

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Detalles Bibliográficos
Autores principales: Ha, Donghee, Kim, Mooseop, Moon, KyeongDeok, Jeong, Chi Yoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8037599/
https://www.ncbi.nlm.nih.gov/pubmed/33805349
http://dx.doi.org/10.3390/s21072364