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Rendong Liang,Ting Cao, Jicheng Wen, Manni Wang, Yan Wang,Jianhua Zou,Yunxin Liu

Proceedings of the 28th Annual International Conference on Mobile Computing And Networking（2022）

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摘要

Mobile GPU, as a ubiquitous and powerful accelerator, plays an important role in accelerating on-device DNN (Deep Neural Network) inference. The frequent-upgrade and diversity of mobile GPUs require automatic kernel generation to empower fast DNN deployment. However, current generated kernels have poor performance.

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