Rock Tumblers, QUESTION! PLEASE HELP! ASAP?

I'm getting a rock tumbler, the toy version from Micheals, How long will it take to polish off a rock, someone said 2 weeks! OMG! Really, how long? I was thinking 15mins.-1 hour, so...