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pro vyhledávání: '"Jinming Zhuang"'
Autor:
Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou
Publikováno v:
Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays.
Publikováno v:
FPL
Low precision quantization in convolutional neural network (CNN) inference has been proved effective for reducing computation complexity and bandwidth requirement. Mixed precision CNNs manage to benefit from low precision while maintaining accuracy.