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Derivative Financial Instruments - Summary of Fair Value of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Jun. 30, 2022
Dec. 31, 2021
Designated as Hedging Instrument    
Derivative [Line Items]    
Assets $ 5,559 $ 18,211
Liabilities 24,005 16,912
Designated as Hedging Instrument | Cash flow hedges | Interest rate collars and floors on loan pools    
Derivative [Line Items]    
Notional 900,000 600,000
Assets 5,493 459
Liabilities 24,005 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 352,500 377,500
Assets 66 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 70,717 56,015
Liabilities 201,772 24,960
Not Designated as Hedging Instrument | Interest rate lock commitments    
Derivative [Line Items]    
Notional 94,678 90,731
Assets 300 2,352
Liabilities 0 0
Not Designated as Hedging Instrument | Forward mortgage loan contracts    
Derivative [Line Items]    
Notional 100,089 126,107
Assets 920 242
Liabilities 0 0
Not Designated as Hedging Instrument | Customer interest rate swaps    
Derivative [Line Items]    
Notional 4,931,862 2,433,177
Assets 8,821 52,439
Liabilities 194,038 11,658
Not Designated as Hedging Instrument | Counterparty interest rate swaps    
Derivative [Line Items]    
Notional 4,931,862 2,433,177
Assets 60,108 583
Liabilities 7,220 12,956
Not Designated as Hedging Instrument | Customer foreign currency forward contracts    
Derivative [Line Items]    
Notional 15,406 10,292
Assets 568 399
Liabilities 0 0
Not Designated as Hedging Instrument | Counterparty foreign currency forward contracts    
Derivative [Line Items]    
Notional 15,328 10,205
Assets 0 0
Liabilities $ 514 $ 346