I'd say you're not reloading your ssh config correctly. Which Linux distribution/version are you using (assuming you're even using Linux)?
In Ubuntu I usually do:
sudo restart ssh
OR
sudo service ssh restart
Additionally, though not germane to this question - ideally root should not have a password - you should use be using sudo.