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Derivative Financial Instruments - Additional Information (Details) - USD ($)
$ in Thousands
Sep. 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) $ 3,900  
Interest Expense    
Derivative [Line Items]    
Reclassified interest income (expense) 15,700  
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 327,500 377,500
Interest rate collars and floors on loan pools | Cash flow hedges | Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 1,500,000 600,000
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 51,177 90,731
Forward mortgage loan contracts | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 71,000 126,107
Counterparty interest rate swaps | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount 5,062,757 2,433,177
Customer interest rate swaps | Not Designated as Hedging Instrument    
Derivative [Line Items]    
Notional amount $ 5,062,757 $ 2,433,177