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Loan Servicing - Additional Information (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
Loan Sales And Mortgage Servicing Rights [Line Items]      
Servicing assets $ 17,083 $ 17,370  
Servicing fees net of servicing asset amortization 3,383 850 $ 722
Mortgage Loans      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Servicing assets $ 15,100 $ 15,300  
Mortgage Loans | Fair Value Discount Rate      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 10.82 10.59  
Mortgage Loans | Fair Value Prepayment Rate | Minimum      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 7.27 8.26  
Mortgage Loans | Fair Value Prepayment Rate | Maximum      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 20.15 16.82  
Mortgage Loans | Fair Value Weighted Average Default Rate      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 0.11 0.20  
SBA Loans      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Servicing assets $ 5,600 $ 6,100  
SBA Loans | Fair Value Discount Rate      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 8.50 8.50  
SBA Loans | Fair Value Prepayment Rate | Minimum      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 12.50 11.43  
SBA Loans | Fair Value Prepayment Rate | Maximum      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 14.66 12.11  
SBA Loans | Fair Value Weighted Average Default Rate      
Loan Sales And Mortgage Servicing Rights [Line Items]      
Fair value of servicing assets percentage 0.43 0.52