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# Hyper-Parameter Optimization in FastReID
This project includes training reid models with hyper-parameter optimization.
Install the following
```bash
pip install 'ray[tune]'
pip install hpbandster ConfigSpace
```
## Training
To train a model with `BOHB`, run
```bash
python3 projects/HPOReID/train_hpo.py --config-file projects/HPOReID/configs/baseline.yml
```
## Known issues
todo