DeepCache: Principled Cache for Mobile Deep Vision
MobiCom '18: The 24th Annual International Conference on Mobile Computing and Networking New Delhi India October, 2018, pp. 129-144, 2018.
We present DeepCache, a principled cache design for deep learning inference in continuous mobile vision
We present DeepCache, a principled cache design for deep learning inference in continuous mobile vision. DeepCache benefits model execution efficiency by exploiting temporal locality in input video streams. It addresses a key challenge raised by mobile vision: the cache must operate under video scene variation, while trading off among cac...More
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