FastBO is implemented based on Syne Tune.
Install FastBO: install everything in a virtual environment st_venv.Remember to activate
this environment before working with FastBO. We also recommend building the
virtual environment from scratch now and then, in particular when you pull a new
release, as dependencies may have changed.
git clone https://github.com/jjiantong/FastBO.git
cd FastBO
python3 -m venv st_venv
. st_venv/bin/activate
pip install --upgrade pip
pip install -e '.[extra]'Quick start for a simple example: run Bayesian Optimization with 4 workers on a local machine.
Please note that you have to report metrics from a training script
so that they can be communicated later to FastBO.
The training script for this example is experiments/lcbench_bo.py.
cd experiments
python3 lcbench_bo.py