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Balance Sheet Components - Summary of Property and Equipment, Net (Details) - USD ($)
$ in Thousands
Mar. 31, 2019
Dec. 31, 2018
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 40,646 $ 40,552
Less: accumulated depreciation (12,477) (11,395)
Property and equipment, net 28,169 29,157
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 26,957 26,961
Lab Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 8,317 8,281
Computer and Office Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 2,311 2,292
Furniture    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 1,581 1,560
Construction in Progress    
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 1,480 $ 1,458