First see what it was. Please look in the event log.for a Service Control Manager timeout at PC boot.
Duplicati service stops running has more. Any idea what version your original Duplicati install used?
Previous Beta was 2.0.5.1 in January 2020. Also what’s in C:\ProgramData\Duplicati\updates?