You can also say "sakato fi nawm aamik" which is the real translate of your sentence.

سقطت في نوم عميق

Apologize, i haven't got arabic keyboard. In arabic deep sleep is said "nawm aamik" If i translate your sentence "I fell in a deep sleep" it will be "Nomto aamikan". I hope i have helped you :)