Heuristic Method for Minimizing Model Size of CNN by Combining Multiple Pruning Techniques

Network pruning techniques have been widely used for compressing computational and memory intensive deep learning models through removing redundant components of the model. According to the pruning granularity, network pruning can be categorized into structured and unstructured methods. The structur...

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Detalles Bibliográficos
Autores principales: Tian, Danhe, Yamagiwa, Shinichi, Wada, Koichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371397/
https://www.ncbi.nlm.nih.gov/pubmed/35957431
http://dx.doi.org/10.3390/s22155874

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371397/
https://www.ncbi.nlm.nih.gov/pubmed/35957431
http://dx.doi.org/10.3390/s22155874

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