When the choke is open, that's the normal operation. A closed choke "chokes" the air from the engine, rich mixture=easier starting, so your choke would be closed, not open at start-up.
This happens regardless of the temperature
Air temperature or engine temperature?
You could look it from another angle, is the car running normal when cold and craps out when it gets hot?