lyn1874/LocalSGD_convergence

LocalSGD converges faster and communicates little

This repository provides the implementation for the paper Local SGD converges faster and communicates little (Sebastian U. Stich).

Citation

If you use this code for your research, please cite the paper:

@inproceedings{DBLP:conf/iclr/Stich19,
  author    = {Sebastian U. Stich},
  title     = {Local {SGD} Converges Fast and Communicates Little},
  booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
               New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
  year      = {2019},
  url       = {https://openreview.net/forum?id=S1g2JnRcFX},
  timestamp = {Thu, 25 Jul 2019 14:25:58 +0200},
  biburl    = {https://dblp.org/rec/conf/iclr/Stich19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}