That's normal by design. You have to press pedal before starting to engage Auto choke. It does not engage by itself.
Both Auto choke engage and disengage is triggered by accelerator pedal. If you start car with Auto choke engaged and don't press pedal, it won't disengage even when car is fully warmed up.