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Derivative Financial Instruments - Additional Information (Details) - USD ($)
$ in Thousands
Jun. 30, 2022
Dec. 31, 2021
Derivative [Line Items]    
Percentage of periodic changes in fair value qualifies for hedge accounting treatment 100.00%  
Interest Income    
Derivative [Line Items]    
Reclassified interest income (expense) $ 2,400  
Interest Expense    
Derivative [Line Items]    
Reclassified interest income (expense) 7,200  
Interest rate swaps on borrowings | Cash flow hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 150,000 $ 150,000
Interest rate swaps on borrowings | Fair value hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 352,500 377,500
Interest rate collars and floors on loan pools | Cash flow hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 900,000 600,000
Interest rate swaps on investment securities | Fair value hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 909,957 909,957
Interest rate lock commitments | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 94,678 90,731
Forward mortgage loan contracts | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 100,089 126,107
Counterparty interest rate swaps | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 4,931,862 2,433,177
Customer interest rate swaps | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount $ 4,931,862 $ 2,433,177