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Loan Servicing - Additional Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Jan. 01, 2018
Payments for (Proceeds from) Mortgage Servicing Rights [Abstract]        
Unpaid principal balances of loans serviced for others totaled $ 1,500,000 $ 1,400,000    
Aggregate fair value of capitalized mortgage servicing rights 12,400 14,400 $ 13,900 $ 12,200
Mortgage servicing rights, net 12,472 14,327 12,349  
Mortgage servicing rights, net impairment $ (4,453) $ (192) $ 60