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Income Taxes - Schedule of Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]      
Beginning balance of unrecognized tax benefits $ 1,487 $ 2,030 $ 1,248
Gross increases based on tax positions related to current year 1,495 0 633
Gross decreases based on tax positions related to prior years 0 (634) 0
Gross increases based on tax positions related to prior year 559 91 149
Settlements with taxing authorities 0 0 0
Expiration of statue of limitations 0 0 0
Ending balance of unrecognized tax benefits $ 3,541 $ 1,487 $ 2,030