How long does it take to solve a Olympiad maths problem?

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I am currently practicing for the AMC12, and I am getting frustrated. For each problem, if I do find the solution, it takes over an hour, and when I cannot, I flip over to the solution page. I want to know if this is normal when practicing for the Maths Olympiad.