Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations

Debraj Basu 0001, Deepesh Data, Can Karakus, Suhas N. Diggavi. Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 14668-14679, 2019. [doi]

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