RTL-Repair: Fast Symbolic Repair of Hardware Design Code
Kevin Laeufer, Brandon Fajardo, Abhik Ahuja, Vighnesh Iyer, Borivoje Nikolic, Koushik Sen
摘要
We present RTL-Repair, a semantics-based repair tool for register transfer level circuit descriptions. Compared to the previous state-of-the-art tool, RTL-Repair generates more correct repairs within seconds instead of minutes or even hours. We imagine that RTL-Repair could thus be integrated into an IDE to give developers repair suggestions promptly. Our new SMT-based one-step fault localization and repair algorithm for digital hardware designs uses optimization to generate minimal changes that a user can easily understand. A novel adaptive windowing approach allows us to avoid scalability issues by focusing the repair search on the parts of the test that matter the most. RTL-Repair provides repairs that pass their testbench for 9 out of 12 real bugs collected from open-source hardware projects. Two repairs fully match the ground truth, one partially, four more repairs change the correct expression but in a way that overfits the testbench, and only three repairs differ strongly from the ground truth.
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引用它的顶会 Paper2
- MAGE: A Multi-Agent Engine for Automated RTL Code GenerationYujie Zhao, Hejia Zhang, Hanxian Huang, Zhongming Yu 等DAC 2025 · 被引用 20 次
- UVLLM: An Automated Universal RTL Verification Framework using LLMsYuchen Hu, Junhao Ye, Ke Xu, Jialin Sun 等DAC 2025 · 被引用 4 次
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- CirFix: automatically repairing defects in hardware design codeHammad Ahmad, Yu Huang, Westley WeimerASPLOS 2022 · 被引用 23 次
- Debugging in the brave new world of reconfigurable hardwareJiacheng Ma, Gefei Zuo, Kevin Loughlin, Haoyang Zhang 等ASPLOS 2022 · 被引用 16 次
- Bringing source-level debugging frameworks to hardware generatorsKeyi Zhang, Zain Asgar, Mark HorowitzDAC 2022 · 被引用 7 次
- Iterative Circuit Repair Against Formal SpecificationsMatthias Cosler, Frederik Schmitt, Christopher Hahn, Bernd FinkbeinerICLR 2023 · 被引用 1 次
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