1xN Pattern for Pruning Convolutional Neural Networks
Though network pruning receives popularity in reducing the complexity of convolutional neural networks (CNNs), it remains an open issue to concurrently maintain model accuracy as well as achieve significant speedups on general CPUs. In this paper, we propose a novel 1×N pruning pattern to break this...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 28. Apr., Seite 3999-4008
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| 1. Verfasser: |
Lin, Mingbao
(VerfasserIn) |
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| Weitere Verfasser: |
Zhang, Yuxin,
Li, Yuchao,
Chen, Bohong,
Chao, Fei,
Wang, Mengdi,
Li, Shen,
Tian, Yonghong,
Ji, Rongrong |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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