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Balance Sheet Components - Summary of Property and Equipment (Details) - USD ($)
$ in Thousands
Jun. 30, 2018
Dec. 31, 2017
Property Plant And Equipment [Line Items]    
Property and equipment $ 10,028 $ 7,608
Less: Accumulated depreciation (5,145) (4,461)
Property and equipment, net 4,883 3,147
Scientific Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment 8,160 5,935
Furniture and Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment 1,172 1,064
Capitalized Software    
Property Plant And Equipment [Line Items]    
Property and equipment 278 278
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Property and equipment $ 418 $ 331