# Implicitly regularized interaction between SGD and the loss landscape geometry

This repository is the official implementation of "Implicitly regularized interaction between SGD and the loss landscape geometry".



## Tutorial

To train a model with GD/SGD, run the following commands:

```training
python main.py
python main_SGD.py
```

See `./codes/run/plot.ipynb` for plotting some main figures in the paper.
