Adaptive Gradient Quantization for Data-Parallel SGD

Fartash Faghri, Iman Tabrizian, Ilia Markov, Dan Alistarh, Daniel M. Roy 0001, Ali Ramezani-Kebrya. Adaptive Gradient Quantization for Data-Parallel SGD. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{FaghriTMA0R20,
  title = {Adaptive Gradient Quantization for Data-Parallel SGD},
  author = {Fartash Faghri and Iman Tabrizian and Ilia Markov and Dan Alistarh and Daniel M. Roy 0001 and Ali Ramezani-Kebrya},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/20b5e1cf8694af7a3c1ba4a87f073021-Abstract.html},
  researchr = {https://researchr.org/publication/FaghriTMA0R20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}