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Income Taxes - Schedule of 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]    
Gross unrecognized tax benefits at the beginning of the year $ 1,846 $ 1,201
Increases related to current year positions 1,695 888
Increases/Decreases related to prior year positions (205) (243)
Gross unrecognized tax benefits at the end of the year $ 3,336 $ 1,846