A collaborative CPU‐GPU approach for deep learning on mobile devices
As mobile devices become more prevalent, users tend to reassess their expectations
regarding the personalization of mobile services. The data collected by a mobile device's
sensors provide an opportunity to gain insight into the user's profile. Recently, deep learning
has gained momentum and has become the method of choice for solving machine learning
problems. Interestingly, training a deep neural network on a mobile device is often
mistakenly regarded as cumbersome. For instance, several deep learning frameworks only …
regarding the personalization of mobile services. The data collected by a mobile device's
sensors provide an opportunity to gain insight into the user's profile. Recently, deep learning
has gained momentum and has become the method of choice for solving machine learning
problems. Interestingly, training a deep neural network on a mobile device is often
mistakenly regarded as cumbersome. For instance, several deep learning frameworks only …
[CITATION][C] A collaborative CPU-GPU approach for deep learning on mobile devices. Concurr. Comput.,(2019)
O Valery, P Liu, JJ Wu
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