Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device

Training deep learning models on mobile devices recently becomes possible, because of increasing computation power on mobile hardware and the advantages of enhancing user experiences. Most of the existing work on machine learning at mobile devices is focused on the inference of deep learning models,...

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Bibliographic Details

Published in:	2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) pp. 506 - 515
Main Authors:	Liu, Jie, Liu, Jiawen, Du, Wan, Li, Dong
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.12.2019
Subjects:	deep learning hardware heterogeneity mobile device performance analysis performance characterization
Online Access:	Get full text
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