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English(EN) HAVEN: Hybrid Automated Verification ENgine for UVM Testbench Synthesis with LLMs

HAVEN系统利用LLM自动化IC测试平台生成,实现高覆盖率

研究人员开发了HAVEN,一个旨在利用大型语言模型(LLM)改进通用验证方法学(UVM)测试平台生成的新系统。HAVEN通过采用一种避免直接生成HDL的方法来应对LLM生成错误HDL代码的挑战。它使用LLM代理创建架构计划,并结合一个带有专用领域特定语言(DSL)的模板引擎来构建UVM组件和序列。 AI

影响 增强了LLM在硬件验证方面的能力,可能缩短IC开发周期。

排序理由 学术论文,详细介绍了一个用于LLM辅助测试平台生成的新系统。

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

HAVEN系统利用LLM自动化IC测试平台生成,实现高覆盖率

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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Chang-Chih Meng, Yu-Ren Lu, Guan-Yu Lin, Tsung Tai Yeh, Kai-Chiang Wu, I-Chen Wu ·

    HAVEN:利用大型语言模型实现UVM测试平台综合的混合自动化验证引擎

    arXiv:2604.27643v1 Announce Type: cross Abstract: Integrated Circuit (IC) verification consumes nearly 70% of the IC development cycle, and recent research leverages Large Language Models (LLMs) to automatically generate testbenches and reduce verification overhead. However, LLMs…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    HAVEN:基于LLM的UVM测试平台综合混合自动化验证引擎

    Integrated Circuit (IC) verification consumes nearly 70% of the IC development cycle, and recent research leverages Large Language Models (LLMs) to automatically generate testbenches and reduce verification overhead. However, LLMs have difficulty generating testbenches correctly.…