gunicorn.sock is a special file (socket) that gets created at runtime by gunicorn. So it won’t be there unless gunicorn has started up and was instructed to “bind” to a sock file (ex: –bind /var/run/gunicorn.sock). Try this:

service gunicorn restart

ps -elf|grep gunicorn

updatedb && locate gunicorn.sock