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Stock-Based Compensation - Summary of Stock-Based Compensation Expense by Function (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2023
Mar. 31, 2022
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Stock-based compensation expense $ 3,695 $ 4,816
Costs of revenue    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Stock-based compensation expense 490 458
Research and development    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Stock-based compensation expense 1,245 1,341
Selling, general, and administrative    
Share Based Compensation Arrangement By Share Based Payment Award [Line Items]    
Stock-based compensation expense $ 1,960 $ 3,017