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Balance Sheets Components (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Property, Plant and Equipment [Line Items]    
Property plant and equipment, gross $ 113,716 $ 61,921
Less: accumulated depreciation (11,063) (5,472)
Total property and equipment, net 102,653 56,449 [1]
Construction in progress    
Property, Plant and Equipment [Line Items]    
Property plant and equipment, gross 54,080 12,390
Leasehold improvements    
Property, Plant and Equipment [Line Items]    
Property plant and equipment, gross 31,518 29,924
Laboratory equipment    
Property, Plant and Equipment [Line Items]    
Property plant and equipment, gross 21,346 13,117
Computers equipment and purchased software    
Property, Plant and Equipment [Line Items]    
Property plant and equipment, gross 3,992 3,726
Furniture and fixtures    
Property, Plant and Equipment [Line Items]    
Property plant and equipment, gross $ 2,780 $ 2,764
[1] The balance sheet as of December 31, 2019 is derived from the audited financial statements as of that date.