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[1] Lin T, Stich S U, Patel K K, et al. Don't Use Large Mini-Batches, Use Local SGD[J]. arXiv preprint arXiv:1808.07217, 2018.
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[2] Wang J, Joshi G. Adaptive communication strategies to achieve the best error-runtime trade-off in local-update SGD[J]. arXiv preprint arXiv:1810.08313, 2018.