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Income Taxes - Reconciliation of the Federal Statutory Tax Provision to the Effective Tax Provision (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Income Tax Disclosure [Abstract]      
Federal tax benefit at statutory rate $ (14,480) $ (13,298) $ (13,147)
State tax 93 (10) 2,009
Foreign rate differential 136 1,315 2,513
Non-deductible permanent items (468) 4,129 1,142
Stock-based compensation (9,850) (1,178) 1,950
Tax credits (1,403) (922) (1,702)
Change in valuation allowance 25,780 11,114 (14,653)
Tax Act-revaluation of deferred taxes 0 0 21,875
Total income tax provision (benefit) $ (192) $ 1,150 $ (13)