I-BERT: Integer-only BERT Quantization

Sehoon Kim, Amir Gholami, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer. I-BERT: Integer-only BERT Quantization. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 5506-5518, PMLR, 2021. [doi]

@inproceedings{KimGYMK21,
  title = {I-BERT: Integer-only BERT Quantization},
  author = {Sehoon Kim and Amir Gholami and Zhewei Yao and Michael W. Mahoney and Kurt Keutzer},
  year = {2021},
  url = {http://proceedings.mlr.press/v139/kim21d.html},
  researchr = {https://researchr.org/publication/KimGYMK21},
  cites = {0},
  citedby = {0},
  pages = {5506-5518},
  booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
  editor = {Marina Meila and Tong Zhang 0001},
  volume = {139},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}