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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 12 Months Ended
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Numerator:                      
Net loss $ (12,295) $ (10,812) $ (13,533) $ (12,954) $ (13,210) $ (23,122) $ (9,550) $ (7,200) $ (49,594) $ (53,082) $ (17,970)
Denominator:                      
Weighted-average common shares outstanding                 36,357,336 3,885,508 3,374,609
Less: weighted-average common shares subject to repurchase                 (1,739,099) (2,057,246) (2,510,626)
Weighted-average number of shares used to compute basic and diluted net loss per share 43,163,412 42,838,098 42,533,641 9,488,352 2,208,065 1,949,258 1,693,150 1,452,215 34,618,237 1,828,262 863,983
Net loss per share, basic and diluted                 $ (1.43) $ (29.03) $ (20.80)