BNPrune: A Channel Level Pruning Method for Deep Neural Network used of Batch Normalization

Junqi Zhang,Qinghua Yu,Hui Peng,Hui Zhang.

2021 6th IEEE International Conference on Advanced Robotics and Mechatronics (ICARM)（2021）

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摘要

Deep Neural Networks have become surprisingly popular in target detection due to its fast detection speed and high accuracy in recent years. However, it is difficult to apply deep neural network in edge equipment because of the problems of large amount of computation and complex model. In this paper, a channel level pruning method of neural network is improved, named as BNPrune, where BN indicates...

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关键词

Deep learning,Training,Mechatronics,Computational modeling,Image edge detection,Conferences,Neural networks

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