Code to run the experiments for "How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization"
- PyTorch 1.10.*
- Hydra 1.* (via
pip install hydra-core --upgrade) - python-lmdb
- scipy
We provide a full list of requirements in environment_minimal.yml.