ICML-Consensus Control for Decentralized Deep Learning

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Consensus Control for Decentralized Deep Learning

       Lingjing Kong 1 * Tao Lin 1 * Anastasia Koloskova 1 Martin Jaggi 1 Sebastian U. Stich 1

             Abstract                 local mini-batch gradients computed on different subsets
   Decentralized training of deep learning models       of the data, for the later synchronized model update. How-
   enables on-device learning over networks, as well      ever, exact averaging with All-Reduce is sensitive to the
   as efficient scaling to  ...

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关键词：centralized Consensus Learning central earning