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Servicing Assets - Additional Information (Details) - USD ($)
9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Servicing Assets At Amortized Value [Line Items]    
Valuation allowance against carrying value of servicing assets $ 0 $ 0
Servicing asset at fair value, amount $ 8,300,000 $ 8,600,000
Minimum    
Servicing Assets At Amortized Value [Line Items]    
Fair value of servicing assets, discount rates 1.80% 4.70%
Fair value of servicing assets, prepayment speed 13.40% 11.40%
Maximum    
Servicing Assets At Amortized Value [Line Items]    
Fair value of servicing assets, discount rates 10.00% 11.00%
Fair value of servicing assets, prepayment speed 14.60% 13.30%