Relational Framework for Prompt-based Automatic Layout Generation with Glayout
- Mentors
- Mehdi Saligane
- Organization
- CHIPS Alliance
- Technologies
- python, json, bash, YAML
- Topics
- OpenFASOC, LLMs, Analog Layout, Open-Silicon
The proposal seeks to build upon an existing relational framework that facilitates the generation of DRC-compliant analog layouts through conversational English prompts. It addresses challenges in analog layout creation, such as the necessity of coding expertise with Glayout API or the time-intensive nature of GUI-based approaches, as well as the need for automatic layout generation from high-level circuit descriptions.
The strategy involves rectifying existing framework bugs and enhancing layout validation through Magic DRC and LVS checks. Subsequently, the framework will be reinforced by simplifying routing and enabling streamlined creation of diverse circuits in a single step. Finally, the framework will be expanded by integrating in a Large Language Model (LLM) to translate very general conversational prompts into simpler commands usable by the relational model.