Yes, you do not need to enter your passport number, just remember to bring your passport and a copy of the e-ticket when you check in so they can verify and issue your boarding pass.
The check-in counter would open 2 hours before the flight and closed 40 minutes before the flight. Usually the queue would be long and slow so it is best to be there at least 1 1/2 to 2 hours before the flight.