Actually there is nothing amuseing about it. The trik to solve this puzzle basically lies in the background explanation where it says
""Petals Around the Rose" is traditionally played with 5 six-sided dice. " this itself suggests how to solve the puzzle. People just jump into game and they do not find the answer to the puzzle.

Anyways I found the answer in my first attempt.