If it doesn't get back in to the tank after a while it will die but these guys can last out of water for quite a while.

Please be very careful in your decisions regarding octopi, they are not sturdy creatures, and many things we take for granted in home aquaria can kill them quickly. Do your research and they are extremely rewarding pets. Email me if you want to be pointed in the right direction to their care.