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Loans Held for Sale - Summary of Changes in Valuation Allowance of Loans Held for Sale (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Allowance for Loan and Lease Losses [Roll Forward]      
Beginning balance $ 11,569 $ 7,318 $ 10,064
Provision 2,537 4,033 3,109
Transfer from Liability for indemnification obligations (Other liabilities) 403 2,021 3,246
Sales of loans (7,866) (1,824) (9,415)
Other 0 21 314
Ending balance $ 6,643 $ 11,569 $ 7,318