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Derivative Activities - Offsetting of Derivative Assets (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Derivatives not subject to master netting arrangements    
Gross amounts of recognized assets $ 146,698 $ 77,277
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets 40,699 46,039
Gross amounts offset in the consolidated balance sheet (27,711) (26,969)
Net amounts of assets presented in the consolidated balance sheet 12,988 19,070
Total    
Gross amounts of recognized assets 187,397 123,316
Net amounts of assets presented in the balance sheet 159,686 96,347
Interest rate lock commitments    
Derivatives not subject to master netting arrangements    
Gross amounts of recognized assets 138,511 50,507
Total    
Net amounts of assets presented in the balance sheet 138,511 50,507
Repurchase agreement derivatives    
Derivatives not subject to master netting arrangements    
Gross amounts of recognized assets 8,187 26,770
MBS put options    
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets 3,415 720
Net amounts of assets presented in the consolidated balance sheet 3,415 720
MBS call options    
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets   2,135
Net amounts of assets presented in the consolidated balance sheet   2,135
Swaptions    
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets 2,409  
Net amounts of assets presented in the consolidated balance sheet 2,409  
Forward contracts | Purchases    
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets 12,364 35,916
Net amounts of assets presented in the consolidated balance sheet 12,364 35,916
Forward contracts | Sales    
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets 17,097 437
Net amounts of assets presented in the consolidated balance sheet 17,097 437
Put options on interest rate futures | Purchases    
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets 3,945 866
Net amounts of assets presented in the consolidated balance sheet 3,945 866
Call options on interest rate futures | Purchases    
Derivatives subject to master netting arrangements:    
Gross amounts of recognized assets 1,469 5,965
Net amounts of assets presented in the consolidated balance sheet $ 1,469 $ 5,965