模型通道剪枝(channel pruning)

目前所看到的通道剪枝的方法不是特别多,先总结一下现有的

论文:https://openaccess.thecvf.com/content_iccv_2017/html/Liu_Learning_Efficient_Convolutional_ICCV_2017_paper.html
解读:https://blog.csdn.net/h__ang/article/details/89376079

关于这篇论文和相关的yolov3项目,我做了一个总结,传送门在这里,有完整代码,复现很方便:https://blog.csdn.net/qq_38109843/article/details/107234801

Channel Pruning for Accelerating Very Deep Neural Networks

论文:https://arxiv.org/pdf/1707.06168.pdf
github:https://github.com/yihui-he/channel-pruning、
https://github.com/Tencent/PocketFlow
解读:https://zhuanlan.zhihu.com/p/87791509
PocketFlow使用文档:https://pocketflow.github.io/cp_learner/

Discrimination-aware Channel Pruning for Deep Neural Networks

论文:https://arxiv.org/pdf/1810.11809.pdf
github:https://github.com/Tencent/PocketFlow
解读:https://blog.csdn.net/nature553863/article/details/83822895
PocketFlow使用文档:https://pocketflow.github.io/dcp_learner/

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