Y. Lin, S. Han, H. Mao, Y. Wang, and 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.
Y. Lin, S. Han, H. Mao, Y. Wang, and 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.
S. Tasharofi, M. Pradel, Y. Lin, and R. Johnson. 2013 28th IEEE/ACM International Conference on Automated Software Engineering, page 114-124. (November 2013)