Communication-Efficient Distributed SGD with Error-Feedback, Revisited

We show that the convergence proof of a recent algorithm called dist-EF-SGD for distributed stochastic gradient descent with communication efficiency using error-feedback of Zheng et al., Communication-efficient distributed blockwise momentum SGD with error-feedback, in Advances in Neural Informatio...

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Autors principals:	Tran Thi Phuong, Le Trieu Phong
Format:	Artigo
Idioma:	Inglês
Publicat:	Springer 2021-04-01
Col·lecció:	International Journal of Computational Intelligence Systems
Matèries:	Optimizer Distributed learning SGD Error-feedback Deep neural networks
Accés en línia:	https://www.atlantis-press.com/article/125955624/view
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