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Balance Sheet Components - Property and Equipment, Net (Details) - USD ($)
$ in Thousands
Mar. 31, 2022
Mar. 31, 2021
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 112,475 $ 111,212
Less: accumulated depreciation and amortization (62,624) (50,328)
Property and equipment, net 49,851 60,884
Computer and Software    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 10,573 13,252
Laboratory Equipment and Software    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 51,557 48,636
Furniture and Office Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 8,926 8,803
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 40,566 39,668
Capitalized Asset Retirement Obligations    
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 853 $ 853