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

10 Jun 2019Jie LiuJiawen LiuWan DuDong Li

Training deep learning models on mobile devices recently becomes possible, because of increasing computation power on mobile hardware and the advantages of enabling high user experiences. Most of the existing work on machine learning at mobile devices is focused on the inference of deep learning models (particularly convolutional neural network and recurrent neural network), but not training... (read more)

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