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Income Taxes - Summary of Changes in Balances of Gross Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]    
Beginning balances $ 3,351 $ 1,486
Increases related to tax positions taken during a prior year 156 584
Increases related to tax positions taken during the current year 1,398 1,351
Decreases related to tax positions taken during a prior year 0 (70)
Decreases related to tax settlements with taxing authorities 0 0
Ending balances $ 4,905 $ 3,351