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Income Taxes - Reconciliation of Effective Tax Rate (Details)
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
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 0.40% 1.70% 0.00% 1.00%
Non-U.S. income taxed at different rates 0.90% 0.70% 0.20% 1.00%
Reduction in tax benefit related to stock-based awards 0.90% (1.10%) (0.10%) (1.80%)
Non-deductible expenses 0.70% 0.00% 0.00% (0.30%)
Research and development credit 0.10% 0.40% 0.00% 0.60%
Increase in valuation allowance (23.70%) (20.70%) (16.00%) (17.90%)
Effect of tax rate differences of NOL carryback 0.00% 0.00% 2.60% 0.00%
Other 0.00% (0.40%) 0.00% (0.30%)
Effective income tax rate 0.30% 1.60% 7.70% 3.30%