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Structural Pruning Algorithm Based on Second-Order Information of Deep Neural Network

Most of the existing structural pruning algorithms are based on the first-order or zero-order information of Deep Neural Network(DNN).To use the second-order information of the networks for speeding up the convergence of DNN models,this paper proposes a new structural pruning algorithm based on the...

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Bibliografische gegevens
Hoofdauteur: JI Fanfan, YANG Xin, YUAN Xiaotong
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Editorial Office of Computer Engineering 2021-02-01
Reeks:Jisuanji gongcheng
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Online toegang:https://www.ecice06.com/fileup/1000-3428/PDF/20210202.pdf
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