if your 2nd deep has brood and stores, leave it on. you don't need to reduce space to less that what the bees are filling. i don't know where you are, but you probably still have two good brood cycles to go through before the weather/daylight really shuts down the queen. more if you are in a warmer climate.
put your location in your profile and it will help in answering your questions.