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Derivatives - Schedule of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Jul. 31, 2017
Derivatives, Fair Value [Line Items]      
Notional Amount     $ 100,000
Asset $ 21,981 $ 14,316  
Liability 17,933 11,637  
Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 1,967,191 1,258,047  
Asset 21,981 13,595  
Liability 17,418 11,637  
Interest rate contracts | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 440,556 295,333  
Asset 14,929 6,679  
Liability 14,929 6,679  
Forward commitments | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 684,437 474,208  
Asset 0 0  
Liability 866 4,958  
Interest rate-lock commitments | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 453,198 318,706  
Asset 7,052 6,241  
Liability 0 0  
Futures contracts | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 389,000 166,000  
Asset 0 649  
Liability 1,623 0  
Option contracts | Not designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 0 3,800  
Asset 0 26  
Liability 0 0  
Interest rate swaps | Designated as hedging:      
Derivatives, Fair Value [Line Items]      
Notional Amount 30,000 30,000  
Asset 0 721  
Liability $ 515 $ 0