AutoEDA

概要

AutoEDA is a production-grade Electronic Design Automation (EDA) platform that streamlines complex chip design workflows. It leverages a microservice architecture and AI-powered orchestration, including local LLM integration and GPT-4, to translate natural language instructions into complete RTL-to-GDSII design flows. This enables automated generation of TCL scripts, intelligent tool selection, and context-aware session management, significantly accelerating the process of VLSI design from synthesis to final routing while ensuring privacy with local processing.

主な機能

• CodeBLEU-TCL Evaluation Framework: Provides domain-specific metrics for assessing the quality of generated EDA TCL scripts.
• AI-Powered Orchestration: Transforms natural language design requirements into complete EDA flows.
• 8 GitHub stars
• Template-Driven TCL Generation: Automated script generation for commercial EDA tools from modular templates.
• Microservice Architecture: Independent, stateless services for synthesis, placement, clock tree synthesis, and routing.
• Session-Aware Workflows: Preserves context, inherits parameters, and tracks history across multi-stage design flows.

ユースケース

• Automating the entire VLSI design process from RTL-to-GDSII using natural language commands.
• Converting high-level design specifications into detailed, executable EDA tool parameters and scripts.
• Evaluating and improving the quality of automatically generated TCL scripts for electronic design automation.