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Commitments and Contingencies - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Commitments And Contingencies Disclosure [Abstract]        
Total principal amount of loans repurchased or indemnified $ 2,322 $ 1,137 $ 4,984 $ 2,907