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Income Taxes - Reconciliation of Effective Tax Rate (Details)
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Income Tax Disclosure [Abstract]        
U.S. federal statutory tax rate 21.00% 21.00% 21.00% 21.00%
State income taxes, net of federal benefit 1.70% 1.50% 1.20% (0.20%)
Non-U.S. income taxed at different rates 0.20% 3.90% 0.80% 0.60%
Reduction in tax benefit related to stock-based awards (0.60%) (4.90%) (1.40%) (1.70%)
Non-deductible expenses (0.70%) (8.60%) (0.40%) (9.20%)
Research and development credit (expense) 0.20% (3.50%) 0.50% 0.30%
Increase in valuation allowance (18.80%) (3.40%) (18.20%) (33.60%)
Other (1.40%) 0.00% (0.70%) 0.00%
Effective income tax rate 1.60% 6.00% 2.80% (22.80%)