You should see how warm it gets in my house's computer room, with 3 computers and 4 hot, overclocked and overvolted video cards doing heavy computational work. The room is only 200 square feet so you can predict what happens when the door is closed...
An actual thermometer reads 88° F, within just 30 minutes, when the starting room temperature is 70° F.