Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

作者: Aapo Kyrola , Piotr Dollár , Lukasz Wesolowski , Yangqing Jia , Andrew Tulloch

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摘要: … offers a potential solution to this problem by dividing SGD … nontrivial growth in the SGD minibatch size. In this paper, we … loss of accuracy when training with large minibatch sizes up to …

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