I upgraded Ubuntu 16.04.5 LTS with GitLab Omnibus CE 11.2.3 to Ubuntu 18.04.1 LTS using do-release-upgrade and experienced problems due to a gitlab-secrets.json reset, so I would recommend specifically backing up the /etc/gitlab/gitlab-secrets.json for faster service restoration if that issue comes up.
Otherwise the upgrade went smoothly.