An Efficient Approach to Iterative Network Pruning

Chuan-Shun Huang, Wuqian Tang,Yung-Chih Chen,Yi-Ting Li,Shih-Chieh Chang,Chun-Yao Wang

2024 INTERNATIONAL VLSI SYMPOSIUM ON TECHNOLOGY, SYSTEMS AND APPLICATIONS, VLSI TSA（2024）

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Key words

Network Pruning,Neural Network,Large Networks,Accuracy Of Network,Accuracy Drop,Learning Rate,Deep Neural Network,Dense Network,Sparse Matrix,Fully-connected Layer,Training Epochs,Accuracy Loss,Fewer Parameters,Original Network,Important Connections,Training Schedule,First Move,Learning Rate Schedule,Pruning Process,High Sparsity,Small Learning Rate,Constant Learning Rate

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