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Income Taxes - Reconciliation of Effective Tax Rate (Details)
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Income Tax Disclosure [Abstract]    
U.S. federal statutory tax rate 21.00% 21.00%
State income taxes, net of federal benefit 0.50% (7.50%)
Non-U.S. income taxed at different rates 1.30% 20.70%
Reduction in tax benefit related to stock-based awards (2.30%) (44.20%)
Non-deductible expenses (0.60%) (8.30%)
Research and development credit 0.80% 24.70%
Increase in valuation allowance (15.70%) (3.10%)
Other (0.20%) 0.00%
Effective income tax rate 4.80% 3.30%