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English(EN) SABLE: An NDA-Safe Closed-Loop LLM Framework for Analog Circuit Optimization in Industrial EDA Flows

LLM框架SABLE实现NDA安全模拟电路优化

研究人员开发了SABLE,这是一个旨在使大型语言模型(LLM)在工业电子设计自动化(EDA)流程中优化模拟电路,同时不损害敏感知识产权的框架。SABLE作为一个闭环系统运行,与Cadence Virtuoso、Maestro和Spectre等工具进行交互。它确保只有经过清理的拓扑信息、性能指标和操作摘要被返回给LLM,从而保持NDA安全边界。该框架在两项任务上进行了测试:一项是20 GHz LC-VCO调谐曲线优化,另一项是二级运算放大器优化,多个LLM检查点在指定的迭代次数内成功完成了任务。 AI

影响 使LLM能够在不暴露专有设计数据的情况下优化敏感的模拟电路,从而可能加速工业EDA流程。

排序理由 该项目是一篇研究论文,详细介绍了一个用于LLM驱动电路优化的新框架。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

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LLM框架SABLE实现NDA安全模拟电路优化

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该项目是一篇研究论文,详细介绍了一个用于LLM驱动电路优化的新框架。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Xunqi Li, Chris H. Kim ·

    SABLE:面向工业EDA流程中模拟电路优化的NDA安全闭环LLM框架

    arXiv:2607.03701v1 Announce Type: cross Abstract: Large language models (LLMs) can propose circuit-optimization decisions, but industrial analog flows cannot expose foundry PDK content, proprietary schematics, absolute simulation paths, or license-bound tool state to a cloud endp…