Challenge mode consists of three rounds, each with the boss of that theme at the end. Each time you defeat a boss, you will earn one die, up to a total of three at the end. The only way to exit a challenge once it begins is to press the pause button at the top, and then select "leave". As long as you've defeated at least one boss, you will still get to roll any dice you've earned and collect a reward.