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Derivative Financial Instruments - Summary of Fair Value of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Mar. 31, 2022
Dec. 31, 2021
Designated as Hedging Instrument    
Derivative [Line Items]    
Assets $ 367 $ 18,211
Liabilities 17,145 16,912
Designated as Hedging Instrument | Cash flow hedges | Interest rate collars and floors on loan pools    
Derivative [Line Items]    
Notional 500,000 600,000
Assets 62 459
Liabilities 17,145 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 377,500 377,500
Assets 305 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 55,957 56,015
Liabilities 124,053 24,960
Not Designated as Hedging Instrument | Interest rate lock commitments    
Derivative [Line Items]    
Notional 114,827 90,731
Assets 0 2,352
Liabilities 439 0
Not Designated as Hedging Instrument | Forward mortgage loan contracts    
Derivative [Line Items]    
Notional 114,543 126,107
Assets 3,162 242
Liabilities 0 0
Not Designated as Hedging Instrument | Customer interest rate swaps    
Derivative [Line Items]    
Notional 4,802,134 2,433,177
Assets 19,911 52,439
Liabilities 117,852 11,658
Not Designated as Hedging Instrument | Counterparty interest rate swaps    
Derivative [Line Items]    
Notional 4,802,134 2,433,177
Assets 32,527 583
Liabilities 5,438 12,956
Not Designated as Hedging Instrument | Customer foreign currency forward contracts    
Derivative [Line Items]    
Notional 10,531 10,292
Assets 357 399
Liabilities 0 0
Not Designated as Hedging Instrument | Counterparty foreign currency forward contracts    
Derivative [Line Items]    
Notional 10,458 10,205
Assets 0 0
Liabilities $ 324 $ 346