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Income Taxes - Valuation Allowance and Unrecognized Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended 36 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Dec. 31, 2016
Changes in valuation allowance for deferred tax assets        
Valuation allowance at beginning of year $ (13,286) $ (6,444) $ (2,899) $ (2,899)
Increases recorded to income tax provision (17,440) (6,842) (3,545)  
Valuation allowance as of end of year (30,726) (13,286) $ (6,444) (30,726)
Unrecognized Tax Benefits        
Unrecognized Tax Benefits, Beginning Balance (4,400)      
Increases related to prior year tax provisions   (2,624)    
Decreases related to prior year tax provisions 4,400      
Increases related to current year tax provisions   (1,776)    
Unrecognized Tax Benefits, Ending Balance   (4,400)    
Unrecognized Tax Benefits that Would Impact Effective Tax Rate $ 0 $ 0   0
Unrecognized Tax Benefits, Income Tax Penalties and Interest Expense       $ 0