The attack left 10 people injured so far.
Security forces rescued more than 80 guests from the Pearl Beach hotel after a six-hour siege on Friday night, reports BBC.
Three members of the security forces were killed in the attack so far.
All of the attackers were killed in a fierce gun battle with security forces, police told BBC.
According to reports, the hotel is popular among government officials.