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Stock-Based Compensation - Summary of Stock-based Compensation Expense by Function (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Share-based compensation expense $ 1,646 $ 414 $ 2,255 $ 583
Cost of revenues        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Share-based compensation expense 105 39 190 63
Research and development        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Share-based compensation expense 193 103 357 167
Selling, general, and administrative        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Share-based compensation expense $ 1,348 $ 272 $ 1,708 $ 353