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Net Loss Per Share - Schedule of Dilutive Securities Not Included in Diluted Per Share Calculations (Details) - shares
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Total (in shares) 16,024,847 12,865,704 16,024,847 12,865,704
Options issued and outstanding and ESPP shares issuable        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Total (in shares) 14,351,795 12,214,029 14,351,795 12,214,029
Restricted shares subject to future vesting        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Total (in shares) 1,673,052 610,003 1,673,052 610,003
Early exercised common stock subject to future vesting        
Antidilutive Securities Excluded from Computation of Earnings Per Share [Line Items]        
Total (in shares) 0 41,672 0 41,672