Five time US Open champion Roger Federer is out of the ongoing championship losing 3-6, 7-5, 7-6, 7-6 to less fancied John Millman.
Similarly, Carla Navaro dumped out Maria Sharapova.
Meanwhile, Juan Martin del Potro and Serena Williams have qualified for the quarter finals.
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