Optimization-Based Post-Training Quantization With Bit-Split and Stitching

Deep neural networks have shown great promise in various domains. Meanwhile, problems including the storage and computing overheads arise along with these breakthroughs. To solve these problems, network quantization has received increasing attention due to its high efficiency and hardware-friendly p...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 2 vom: 15. Feb., Seite 2119-2135
Auteur principal: Wang, Peisong (Auteur)
Autres auteurs: Chen, Weihan, He, Xiangyu, Chen, Qiang, Liu, Qingshan, Cheng, Jian
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article