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Summary of Significant Accounting Policies - Shares Excluded For EPS (Details) - shares
6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Shares excluded from the computation of diluted net loss per share    
Unvested shares from share-based compensation that were anti-dilutive 4,444,344 3,700,754
Employees stock purchase plan    
Shares excluded from the computation of diluted net loss per share    
Unvested shares from share-based compensation that were anti-dilutive 4,239,682 3,700,754
Restricted stock units    
Shares excluded from the computation of diluted net loss per share    
Unvested shares from share-based compensation that were anti-dilutive 204,662