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Derivative Financial Instruments - Summary of Fair Value of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Sep. 30, 2022
Dec. 31, 2021
Designated as Hedging Instrument    
Derivative [Line Items]    
Assets $ 3,446 $ 18,211
Liabilities 52,171 16,912
Designated as Hedging Instrument | Cash flow hedges | Interest rate collars and floors on loan pools    
Derivative [Line Items]    
Notional 1,500,000 600,000
Assets 3,446 459
Liabilities 52,171 2,173
Designated as Hedging Instrument | Cash flow hedges | Interest rate swaps on borrowings    
Derivative [Line Items]    
Notional 150,000 150,000
Assets 0 4,316
Liabilities 0 0
Designated as Hedging Instrument | Fair value hedges | Interest rate swaps on borrowings    
Derivative [Line Items]    
Notional 327,500 377,500
Assets 0 2,475
Liabilities 0 96
Designated as Hedging Instrument | Fair value hedges | Interest rate swaps on investment securities    
Derivative [Line Items]    
Notional 909,957 909,957
Assets 0 10,961
Liabilities 0 14,643
Not Designated as Hedging Instrument    
Derivative [Line Items]    
Assets 145,132 56,015
Liabilities 347,387 24,960
Not Designated as Hedging Instrument | Interest rate lock commitments    
Derivative [Line Items]    
Notional 51,177 90,731
Assets 0 2,352
Liabilities 512 0
Not Designated as Hedging Instrument | Forward mortgage loan contracts    
Derivative [Line Items]    
Notional 71,000 126,107
Assets 2,370 242
Liabilities 0 0
Not Designated as Hedging Instrument | Customer interest rate swaps    
Derivative [Line Items]    
Notional 5,062,757 2,433,177
Assets 1,506 52,439
Liabilities 344,676 11,658
Not Designated as Hedging Instrument | Counterparty interest rate swaps    
Derivative [Line Items]    
Notional 5,062,757 2,433,177
Assets 140,440 583
Liabilities 1,513 12,956
Not Designated as Hedging Instrument | Customer foreign currency forward contracts    
Derivative [Line Items]    
Notional 12,533 10,292
Assets 107 399
Liabilities 677 0
Not Designated as Hedging Instrument | Counterparty foreign currency forward contracts    
Derivative [Line Items]    
Notional 13,281 10,205
Assets 709 0
Liabilities $ 9 $ 346