CNN Model Optimization Using a Hybrid Approach of Genetic Algorithm-based Pruning and Retraining with Knowledge Distillation

Kuan-Ling Chou, Cheng-Lung Wang, Yung-Chih Chen, Wuqian Tang, Yi-Ting Li, Shih-Chieh Chang, Chun-Yao Wang. CNN Model Optimization Using a Hybrid Approach of Genetic Algorithm-based Pruning and Retraining with Knowledge Distillation. In Lu Peng 0001, Boris Vaisband, Fan Chen 0001, Peipei Zhou 0001, Shahar Kvatinsky, Jiafeng Xie, editors, Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025 - 2 July 2025. pages 667-672, ACM, 2025. [doi]

Abstract

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