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Income Taxes - Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Interest and penalties accrued $ 0  
Reconciliation of the beginning and ending amount of gross unrecognized tax benefits    
Balance at beginning of year 2,405 $ 1,360
Additions based on tax positions related to the current year 1,836 1,045
Additions for tax positions of prior years 52  
Balance at end of year 4,293 2,405
Research and development tax credit carryforward    
Unrecognized tax benefits increased $ 1,900 $ 1,000