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Derivative Financial Instruments - Additional Information (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Derivative [Line Items]    
Percentage of periodic changes in fair value qualifies for hedge accounting treatment 100.00%  
Interest Income    
Derivative [Line Items]    
Hedge gain to be reclassified during next twelve months, net $ 1,500  
Interest Expense    
Derivative [Line Items]    
Hedge gain to be reclassified during next twelve months, net 100  
Interest rate swaps on borrowings | Cash flow hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 150,000 $ 325,000
Interest rate swaps on borrowings | Fair value hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 377,500 379,000
Interest rate collars and floors on loan pools | Cash flow hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 600,000 400,000
Interest rate swaps on investment securities | Fair value hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 909,957 347,516
Interest rate lock commitments | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 90,731 224,719
Forward mortgage loan contracts | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 126,107 261,027
Counterparty interest rate swaps | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 2,433,177 2,008,149
Customer interest rate swaps | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount $ 2,433,177 $ 2,008,149