@article{nuqsgdimprovedcommunicationefficiencyfor, title = {NUQSGD: Improved Communication Efficiency for Data-parallel SGD via Nonuniform Quantization}, author = {Ali Ramezani-Kebrya and Fartash Faghri and Daniel M. Roy}, year = {2019}, eprint = {1908.06077}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/1908.06077v1}, }