Do I need to turn on Bluetooth to connect Amazfit GTS 2 all the time?

No, you don’t need to turn on Bluetooth on your phone all the time.
Turn on Bluetooth when you need to sync data, receive notifications and update firmware.
Turn off Bluetooth, watch will still track your steps, sleep, activities and vibrate for alarms.