A Pruning Method Based on Feature Map Similarity Score

As the number of layers of deep learning models increases, the number of parameters and computation increases, making it difficult to deploy on edge devices. Pruning has the potential to significantly reduce the number of parameters and computations in a deep learning model. Existing pruning methods...

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Bibliographic Details
Main Authors: Jihua Cui, Zhenbang Wang, Ziheng Yang, Xin Guan
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Big Data and Cognitive Computing
Subjects:
Online Access:https://www.mdpi.com/2504-2289/7/4/159