Deep Learning on Mobile Devices With Neural Processing Units

Computer（2023）

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摘要

Although deep neural networks (DNNs) can require less processing time when running on neural processing units (NPUs) instead of CPUs, their accuracy can degrade. We point out three research directions to improve DNN performance on mobile devices with NPUs.

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关键词

Performance evaluation,Deep learning,Artificial neural networks,Mobile handsets

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