SDQ: Stochastic Differentiable Quantization with Mixed Precision

Xijie Huang, Zhiqiang Shen, Shichao Li 0002, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric P. Xing, Kwang-Ting Cheng. SDQ: Stochastic Differentiable Quantization with Mixed Precision. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 9295-9309, PMLR, 2022. [doi]

Authors

Xijie Huang

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Zhiqiang Shen

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Shichao Li 0002

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Zechun Liu

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Xianghong Hu

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Jeffry Wicaksana

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Eric P. Xing

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Kwang-Ting Cheng

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