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Income Taxes - Summary of Reconciliation of Company's Effective Tax Rate to Federal Statutory Rate (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Income Tax Disclosure [Abstract]      
Tax at federal statutory rate $ (18,984) $ (16,094) $ (32,464)
State income tax, net of federal tax benefit (4,468) (4,102) (6,764)
Foreign tax rate differential 10,009 (2,651) 626
Stock-based compensation (3,429) 1,885 2,378
Research and development credits (3,066) (2,033) (5,247)
Other 492 805 (106)
Change in valuation allowance 20,625 19,411 41,725
Total provision for (benefit from) income taxes $ 1,179 $ (2,779) $ 148