| --- |
| tags: |
| - eda |
| - openroad |
| - autotuning |
| - optimization |
| - hardware |
| --- |
| |
| # EdgeEDA Agent |
|
|
| EdgeEDA is an agentic design-space tuner for OpenROAD-flow-scripts (ORFS). |
| It runs multi-fidelity experiments (synth/place/route/finish), computes a |
| scalar reward, and iteratively proposes knob settings. |
|
|
| ## What is included |
| - Agent code under `src/edgeeda` |
| - CLI for running sweeps and exporting plots |
| - Example configs under `configs/` |
| - Utility scripts under `scripts/` |
|
|
| ## What you need locally |
| - OpenROAD-flow-scripts (ORFS) |
| - OpenROAD + Yosys available on PATH, or set `OPENROAD_EXE` / `YOSYS_EXE` |
|
|
| ## Quickstart |
| ```bash |
| python -m pip install -r requirements.txt |
| |
| # Run a quick sweep (edit config paths as needed) |
| python -m edgeeda.cli tune --config configs/gcd_nangate45_sweep24_finish.yaml --timeout 900 |
| |
| # Generate plots |
| python generate_plots.py --db runs/sweep_finish.sqlite --out runs/sweep_finish/plots |
| ``` |
|
|
| ## Notes |
| This repo does not ship ORFS artifacts or large result folders to keep size |
| manageable. Use the provided configs to point to your ORFS checkout. |
|
|
| ## Citation |
| If you use this agent in academic work, cite the accompanying paper in |
| `IEEE_EdgeEDA_Agent_ISVLSI/` of the source repository. |
