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Fair Value of Financial Instruments - Changes in Fair Value of Assets Classified in the Income Statement (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Mortgage banking revenue (loans held for sale)      
Fair Value, Measured on Recurring Basis, Gain (Loss) Included in Earnings [Line Items]      
Total fair value option impact on noninterest income $ (5,111) $ 5,131 $ 550
Other income      
Fair Value, Measured on Recurring Basis, Gain (Loss) Included in Earnings [Line Items]      
Total fair value option impact on noninterest income (1,065) 440 710
Other income | Loans at fair value held for investment      
Fair Value, Measured on Recurring Basis, Gain (Loss) Included in Earnings [Line Items]      
Total fair value option impact on noninterest income (251) (53) 124
Other income | Securities carried at fair value through income      
Fair Value, Measured on Recurring Basis, Gain (Loss) Included in Earnings [Line Items]      
Total fair value option impact on noninterest income (814) 493 586
Noninterest income      
Fair Value, Measured on Recurring Basis, Gain (Loss) Included in Earnings [Line Items]      
Total fair value option impact on noninterest income $ (6,176) $ 5,571 $ 1,260