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Derivatives and Hedging Activities - Summary of Fair Value, Notional Amount and Balance Sheet Classification (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Sep. 30, 2021
Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount $ 2,103,056 $ 1,644,355
Derivative assets, fair value 57,464 53,425
Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 675,265 1,159,033
Derivative liabilities, fair value 7,895 14,801
Client swap program hedges | Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount 633,056 644,355
Derivative assets, fair value 5,944 10,983
Client swap program hedges | Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 633,056 644,355
Derivative liabilities, fair value 5,944 10,983
Commercial loan fair value hedges | Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount 0 0
Derivative assets, fair value 0 0
Commercial loan fair value hedges | Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 42,209 44,678
Derivative liabilities, fair value 1,951 2,177
Mortgage loan fair value hedges    
Derivatives, Fair Value [Line Items]    
Notional amount 470,000  
Mortgage loan fair value hedges | Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount 470,000 0
Derivative assets, fair value 2,632 0
Mortgage loan fair value hedges | Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 0 470,000
Derivative liabilities, fair value 0 1,641
Borrowings cash flow hedges | Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount 1,000,000 1,000,000
Derivative assets, fair value 48,888 42,442
Borrowings cash flow hedges | Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 0 0
Derivative liabilities, fair value $ 0 $ 0