Optimization Based Layer-Wise Pruning Threshold Method for Accelerating Convolutional Neural Networks

Among various network compression methods, network pruning has developed rapidly due to its superior compression performance. However, the trivial pruning threshold limits the compression performance of pruning. Most conventional pruning threshold methods are based on well-known hard or soft techniq...

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Bibliographic Details
Main Authors: Yunlong Ding, Di-Rong Chen
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/15/3311