A. Rozsa, M. Gunther, und T. Boult. (2016)cite arxiv:1612.00138Comment: Accepted to the IEEE Winter Conference on Applications of Computer Vision (WACV), 2018.
G. Bellec, D. Kappel, W. Maass, und R. Legenstein. (2017)cite arxiv:1711.05136Comment: Accepted for publication at ICLR 2018. 10 pages (12 with references, 24 with appendix), 4 Figures in the main text.
Y. Lin, S. Han, H. Mao, Y. Wang, und W. Dally. (2017)cite arxiv:1712.01887Comment: we find 99.9% of the gradient exchange in distributed SGD is redundant; we reduce the communication bandwidth by two orders of magnitude without losing accuracy.