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