Controller Modularity in Brittle-Star Robots
https://selab-3-2026.github.io/SEL3-2026-Groep-4/
Tibo De Peuter
23f0b45614
- env/hpc/modules.txt: curated list of HPC EasyBuild modules loaded by vsc-venv - env/hpc/requirements.txt: pip packages not covered by HPC modules (auto-generated) - scripts/export_hpc_requirements.py: developer utility to regenerate requirements.txt from pyproject.toml; to be called by CI when pyproject.toml changes |
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|---|---|---|
| .agents | ||
| .devcontainer | ||
| .github/workflows | ||
| configs | ||
| docs | ||
| env/hpc | ||
| experiments | ||
| scripts | ||
| src | ||
| tests | ||
| .commitlintrc.json | ||
| .gitattributes | ||
| .gitignore | ||
| .pre-commit-config.yaml | ||
| .python-version | ||
| flake.lock | ||
| flake.nix | ||
| pyproject.toml | ||
| README.md | ||
| ruff.toml | ||
| uv.lock | ||
Brittle Star
Usage
UV
To set up the UV module, you can run the following command:
uv sync --frozen
example command:
uv run src/train.py --model_name my_model --epochs 50 --batch_size 32
HPC Integration
To run training on the VSC HPC (Ghent Tier 2):
Setup
Run the installation script once on a login node. This sets up a virtual environment in $VSC_DATA with the required system modules (JAX, Flax, WandB) and lightweight dependencies.
bash scripts/hpc_install.sh
Smoke Test
Verify everything runs on a compute node:
python src/train.py --config configs/hpc_smoke_test.yaml
Submitting Jobs
Submit long-running experiments via the provided Slurm script:
sbatch scripts/hpc_train.slurm