6 citations · 28 across the 9 of their papers we have counts for
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cs.DC2017
Slim-DP: A Light Communication Data Parallelism for DNN
Shizhao Sun, Wei Chen, Jiang Bian +2
Data parallelism has emerged as a necessary technique to accelerate the training of deep neural networks (DNN). In a typical data parallelism approach, the local workers push the l…
cs.DC2016★ 5 cited
Ensemble-Compression: A New Method for Parallel Training of Deep Neural Networks
Shizhao Sun, Wei Chen, Jiang Bian +2
Parallelization framework has become a necessity to speed up the training of deep neural networks (DNN) recently. Such framework typically employs the Model Average approach, denot…