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jul 22, 2015 - Srinivas: Data-free parameter pruning for Deep Neural Networks 2015

Description:

提出粗粒度的以神经元为单位进行的剪枝而不是更细粒度的连接(如OBD/OBS). 本文寻找神经元之间的相似性和冗余性进行剪枝.实现了在Alexnet上35%的剪枝. 该方法只基于训练好的网络,不依赖训练数据,不需要重新调优.

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Pruning

30 Aug 2019

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jul 22, 2015

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~ 10 years ago

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