融合MobileNetV3特征的结构化剪枝方法
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刘宇, 雷雪梅
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A Structured Pruning Method Integrating Characteristics of MobileNetV3
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LIU Yu, LEI Xuemei
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表2 不同剪枝率下对应的m值及γ和Sl(n)的范围
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Tab.2 m,γ, and Sl(n) at different pruning rates
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| 剪枝率/% | m | γ | Sl(n) | | 10 | 2.306 4×10-12 | 4.003 9×10-12~4.922 5×10-10 | 0~0.651 8 | | 20 | 1.072 1×10-11 | 8.369 6×10-17~5.289 2×10-10 | 0.006 3~0.705 4 | | 30 | 2.904 7×10-11 | 1.814 9×10-11~4.982 8×10-10 | 0.035 7~0.681 2 | | 40 | 7.888 8×10-11 | 4.654 0×10-11~5.280 5×10-10 | 0.062 5~0.830 4 | | 50 | 0.070 0 | 1.188 0×10-10~2.804 1×10-01 | 0.071 4~0.794 6 | | 60 | 0.146 6 | 0.087 5~0.583 8 | 0.187 5~0.830 4 |
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