Draper, who won three five-set matches to reach the fourth round, retired due to injury after losing the first two sets.
The No. 12 seed routed Alejandro Davidovich Fokina in a 6-1, 6-1, 6-1 rout after the Spaniard had won his last two matches from two sets down.