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Summary of Significant Accounting Policies - Defined Contribution Plan (Details) - USD ($)
$ in Millions
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Accounting Policies [Abstract]      
Employer matching contribution, percent of match 40.00%    
Employer matching contribution, percent of employees' gross pay 6.00%    
Vesting period 5 years    
Employer contributions $ 2.0 $ 1.1 $ 0.7