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Fair Value Measurements - Reconciliation of Assets with Unobservable Inputs (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance $ 13,907 $ 10,150 $ 12,829 $ 8,178
Change included in earnings (1,236) (688) (3,836) (1,834)
Purchases and issuances 5,641 5,731 15,537 16,787
Sales and settlements (4,725) (4,381) (10,943) (12,319)
Ending balance 13,587 10,812 13,587 10,812
Net change in unrealized gains (losses) relating to items held at end of period 1,363 1,117 1,363 1,117
Interest rate lock commitments        
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance 2,072 1,417 978 873
Change included in earnings (553) (560) (1,431) (1,562)
Purchases and issuances 4,569 4,641 12,759 14,125
Sales and settlements (4,725) (4,381) (10,943) (12,319)
Ending balance 1,363 1,117 1,363 1,117
Net change in unrealized gains (losses) relating to items held at end of period 1,363 1,117 1,363 1,117
Mortgage servicing rights        
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance 10,836 8,733 10,821 7,305
Change included in earnings (663) (128) (2,287) (272)
Purchases and issuances 1,033 1,090 2,672 2,662
Sales and settlements 0 0 0 0
Ending balance 11,206 9,695 11,206 9,695
Net change in unrealized gains (losses) relating to items held at end of period 0 $ 0 0 $ 0
Commercial servicing rights        
Fair Value, Assets Measured on Recurring Basis, Unobservable Input Reconciliation, Calculation [Roll Forward]        
Beginning balance 999   1,030  
Change included in earnings (20)   (118)  
Purchases and issuances 39   106  
Sales and settlements 0   0  
Ending balance 1,018   1,018  
Net change in unrealized gains (losses) relating to items held at end of period $ 0   $ 0