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Stock-Based Compensation - Additional Information (Details) - USD ($)
$ / shares in Units, $ in Millions
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Number of shares as percentage of common shares outstanding 5.00%  
Award vesting period 4 years  
Number of shares reserved for future issuance (in shares) 12,448,841  
Accrued and other liabilities, related to shares held by employees and directors that were subject to repurchase $ 2.8 $ 5.3
Other long term liabilities, related to shares held by employees and directors that were subject to repurchase $ 3.2 $ 6.1
Stock Option    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Award vesting period 4 years  
Stock options to purchase common stock    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Grants in period, weighted average grant date fair value (in dollars per share) $ 18.41  
Unrecognized stock based compensation expense $ 98.2  
Unrecognized stock based compensation expense, weighted average recognition period 3 years 45 days  
Restricted Stock Unit    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Unrecognized stock based compensation expense $ 55.3  
Unrecognized stock based compensation expense, weighted average recognition period 3 years 133 days  
Maximum    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock option grant period 10 years  
Option exercise price as percentage of fair value of common stock on grate date 100.00%