Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework

This is the code for our paper "Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework". Zhihai Wang, Jie Wang, Qingyue Yang, Yinqi Bai, Xing Li, Lei Chen, Jianye Hao,Mingxuan Yuan, Bin Li, Yongdong Zhang, Feng Wu. NeurIPS 2024.

Environment

• python 3.7
• pytorch
• numpy

Or alternatively, to build the environment from a file,

bash environment.sh

Usage

Put the truth tables under the truthtable/ directory. Add the net size in experiments/net_config.py

Here is an example for generate a circuit.

bash run.sh

Citation

If you find this code useful, please consider citing the following papers.