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Property and Equipment - Schedule of Property and Equipment (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Property and Equipment    
Property and equipment $ 39,379 $ 43,287
Less accumulated depreciation (34,997) (36,024)
Property and equipment, net $ 4,382 7,263
Minimum    
Property and Equipment    
Estimated useful lives used 1 year  
Maximum    
Property and Equipment    
Estimated useful lives used 7 years  
Machinery and equipment    
Property and Equipment    
Property and equipment $ 2,315 2,569
Machinery and equipment | Minimum    
Property and Equipment    
Estimated useful lives used 2 years  
Machinery and equipment | Maximum    
Property and Equipment    
Estimated useful lives used 7 years  
Leasehold improvements    
Property and Equipment    
Property and equipment $ 15,317 15,317
Estimated useful lives used Lesser of useful life or remaining lease term  
Computer equipment    
Property and Equipment    
Property and equipment $ 17,973 17,758
Computer equipment | Minimum    
Property and Equipment    
Estimated useful lives used 1 year  
Computer equipment | Maximum    
Property and Equipment    
Estimated useful lives used 3 years  
Laboratory equipment    
Property and Equipment    
Property and equipment $ 1,644 5,343
Laboratory equipment | Minimum    
Property and Equipment    
Estimated useful lives used 2 years  
Laboratory equipment | Maximum    
Property and Equipment    
Estimated useful lives used 5 years  
Furniture and fixtures    
Property and Equipment    
Property and equipment $ 2,130 2,129
Furniture and fixtures | Minimum    
Property and Equipment    
Estimated useful lives used 4 years  
Furniture and fixtures | Maximum    
Property and Equipment    
Estimated useful lives used 7 years  
Construction In Progress    
Property and Equipment    
Property and equipment   $ 171