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Derivatives and Hedging Activities - Summary of Fair Value, Notional Amount and Balance Sheet Classification (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Sep. 30, 2019
Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount $ 635,349 $ 625,607
Derivative assets, fair value 19,738 21,989
Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 1,228,665 1,221,252
Derivative liabilities, fair value 22,488 32,546
Client swap program hedges | Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount 435,349 425,607
Derivative assets, fair value 14,973 20,381
Client swap program hedges | Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 435,349 425,607
Derivative liabilities, fair value 14,973 20,381
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 93,316 95,645
Derivative liabilities, fair value 2,753 4,288
Mortgage loan fair value hedges | Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount 200,000 200,000
Derivative assets, fair value 4,765 1,608
Mortgage loan fair value hedges | Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 0 0
Derivative liabilities, fair value 0 0
Borrowings cash flow hedges | Other assets    
Derivatives, Fair Value [Line Items]    
Notional amount 0 0
Derivative assets, fair value 0 0
Borrowings cash flow hedges | Other liabilities    
Derivatives, Fair Value [Line Items]    
Notional amount 700,000 700,000
Derivative liabilities, fair value $ 4,762 $ 7,877