Efficient Re-parameterization Operations Search for Easy-to-Deploy Network Based on Directional Evolutionary Strategy

Traditional NAS methods improve performance by sacrificing the landing ability of the architecture and the re-parameterization technology is expected to solve this problem. However, most current Rep methods rely on prior knowledge to select the re-parameterization operations, which limits the archit...

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Veröffentlicht in:	Neural processing letters 2023-12, Vol.55 (7), p.8903-8926
Hauptverfasser:	Yu, Xinyi, Wang, Xiaowei, Rong, Jintao, Zhang, Mingyang, Ou, Linlin
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial Intelligence Complex Systems Computational Intelligence Computer Science Datasets Genetic algorithms Optimization Parameterization Performance enhancement Searching
Online-Zugang:	Volltext
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