Resource efficient neural networks through Hessian based pruning

Resource efficient neural networks through Hessian based pruning

Neural network pruning is a practical way for reducing the size of trained models and the number of floating-point operations (FLOPs). One way of pruning is to use the relative Hessian trace to calculate sensitivity of each channel, as compared to the more common magnitude pruning approach. However,...

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書目詳細資料
主要作者:	Chong, Jack Huai Jie
其他作者:	Lihui Chen
格式:	Final Year Project
語言:	English
出版:	Nanyang Technological University 2023
主題:	Engineering::Electrical and electronic engineering
在線閱讀:	https://hdl.handle.net/10356/167151
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

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