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Stock-Based Compensation - Allocation of Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Allocation of stock-based compensation        
Stock-based compensation expense $ 10,897 $ 8,247 $ 24,902 $ 15,376
Cost of sales        
Allocation of stock-based compensation        
Stock-based compensation expense 511 270 972 493
Selling, general and administrative        
Allocation of stock-based compensation        
Stock-based compensation expense 8,389 6,340 18,646 11,837
Research and development        
Allocation of stock-based compensation        
Stock-based compensation expense $ 1,997 $ 1,637 $ 5,284 $ 3,046