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Guarantees - Changes from credit recourses agreements (Details) - Guarantee on loans sold or serviced with credit recourse - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Guarantor Obligations    
Balance as of beginning of period $ 22,484 $ 34,862
Impact of adopting CECL 0 (3,831)
Provision (reversal) for recourse liability (2,948) (104)
Net charge-offs (7,736) (8,443)
Balance as of end of period $ 11,800 $ 22,484