OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine Learning Tasks in Logic Synthesis

This paper introduces OpenLS-DGF, an adaptive logic synthesis dataset generation framework, to enhance machine learning~(ML) applications within the logic synthesis process. Previous dataset generation flows were tailored for specific tasks or lacked integrated machine learning capabilities. While O...

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Hauptverfasser:	Ni, Liwei, Wang, Rui, Liu, Miao, Meng, Xingyu, Lin, Xiaoze, Liu, Junfeng, Luo, Guojie, Chu, Zhufei, Qian, Weikang, Yang, Xiaoyan, Xie, Biwei, Li, Xingquan, Li, Huawei
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence
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