Web session times out very quickly

In the web interface, my login session seems to timeout very quickly. Sometimes after a few seconds, others, several minutes.

I’m using the dockerized version of Gitlab, connected over http.

Any idea on how to investigate this further? What log files should I be looking at for clues?