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Stock-Based Compensation - Schedule of Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2022
Sep. 30, 2021
Sep. 30, 2022
Sep. 30, 2021
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense $ 4,519 $ 8,880 $ 11,470 $ 38,077
Cost of Revenue        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense 126 12 294 44
Research and Development Expense        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense 661 2,682 1,650 10,345
Selling, General and Administrative Expense        
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]        
Stock-based compensation expense $ 3,732 $ 6,186 $ 9,526 $ 27,688