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Model pruning based on filter similarity for edge device deployment

Filter pruning is widely used for inference acceleration and compatibility with off-the-shelf hardware devices. Some filter pruning methods have proposed various criteria to approximate the importance of filters, and then sort the filters globally or locally to prune the redundant parameters. Howeve...

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Библиографические подробности
Главные авторы: Tingting Wu, Chunhe Song, Peng Zeng
Формат: Artigo
Язык:Inglês
Опубликовано: Frontiers Media S.A. 2023-03-01
Серии:Frontiers in Neurorobotics
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Online-ссылка:https://www.frontiersin.org/articles/10.3389/fnbot.2023.1132679/full
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