### Running hyperparameter sweep

To run the hyperparameter sweep you simply run the command

```bash
./research/flamby/fed_isic2019/fedavg/run_hp_sweep.sh \
   path_to_config.yaml \
   path_to_folder_for_artifacts/ \
   path_to_folder_for_dataset/ \
   path_to_desired_venv/
```

from the top level directory of the repository

An example is something like
``` bash
./research/flamby/fed_isic2019/fedavg/run_hp_sweep.sh \
   research/flamby/fed_isic2019/fedavg/config.yaml \
   research/flamby/fed_isic2019/fedavg/ \
   /Users/jones/Desktop/FLambyDatasets/fedisic2019/ \
   /h/djones/repository/fl4health_env/
```

In order to manipulate the grid search being conducted, you need to change the parameters for, `lr`, the client-side learning rate, in the `run_hp_sweep.sh` script directly.
