https://gunicorn-docs.readthedocs.org/en/develop/configure.html#timeout
The default is 30 seconds, which is too little for me, I would make a pull request but my knowledge of puppet isn't very good, but i believe that the change need to happen on the gunicorn.conf template puppet-appdeploy/templates/django/gunicorn.conf.py.erb