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Summary of Significant Accounting Policies - Shares Excluded For EPS (Details) - shares
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Shares excluded from the computation of diluted net loss per share    
Unvested shares from share-based compensation that were anti-dilutive 4,177,009 3,708,819
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 4,058,347 3,708,819
Restricted stock units    
Shares excluded from the computation of diluted net loss per share    
Unvested shares from share-based compensation that were anti-dilutive 118,662