The Czech seemed to be cruising after taking the first two sets before his German opponent hit back in the third.
However, Berdych regained his composure to race to victory in the fourth set, with a 6-3 6-4 4-6 6-1 win.
He will now face the winner of Jiri Vesely and Jaoa Sousa.
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