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Net Loss per Share - Computation of Basic and Diluted Net Loss per Share (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Numerator        
Net loss $ (30,835) $ (12,308) $ (54,963) $ (30,993)
Denominator        
Weighted-average number of common shares used in net loss per share – basic 28,704,853 24,845,364 27,022,269 23,196,293
Weighted-average number of common shares used in net loss per share – diluted 28,704,853 24,845,364 27,022,269 23,196,293
Net loss per share – basic $ (1.07) $ (0.50) $ (2.03) $ (1.34)
Net loss per share – diluted $ (1.07) $ (0.50) $ (2.03) $ (1.34)