基于强化学习和3σ准则的组合剪枝方法

徐少铭,李钰,袁晴龙

Combination pruning method based on reinforcement learning and 3σ criterion

Shao-ming XU,Yu LI,Qing-long YUAN

表 8 组合剪枝方法与其他方法在ResNet50上的比较

Tab.8 Comparison of combination pruning method with other methods on ResNet50

方法 ao/% ∆pT1/% GAL 42.47 −5.65 ABCPruner 55.42 −2.56 HRank 67.57 −4.32 组合剪枝 80.9 −1.86