I found the answer here: Supervisorctl restart frappe: frappe: ERROR (no such group) - #10 by Umar
I had to run:
bench setup supervisor
sudo ln -s `pwd`/config/supervisor.conf /etc/supervisor/conf.d/frappe-bench.conf
sudo systemctl restart supervisor