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Commitments and Contingencies - Financial Instruments with Off-Balance Sheet Credit Risk (Details) - USD ($)
$ in Thousands
Mar. 31, 2022
Dec. 31, 2021
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Balance at end of period $ 3,280,427 $ 3,184,021
Commitments to extend credit, excluding interest rate lock commitments    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Balance at end of period 3,202,550 3,106,594
Letters of credit    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Balance at end of period $ 77,877 $ 77,427