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Borrowings - Summary of Borrowed Funds (Details) - USD ($)
Dec. 31, 2021
Dec. 31, 2020
Oct. 31, 2020
Feb. 29, 2020
Debt Instrument [Line Items]        
Total FHLB advances and other borrowings $ 309,801,000 $ 984,608,000    
FHLB advances        
Debt Instrument [Line Items]        
Total FHLB advances and other borrowings 256,999,000 270,715,000    
Subordinated indebtedness, net 256,999,000      
GNMA repurchase liability        
Debt Instrument [Line Items]        
Total FHLB advances and other borrowings 43,355,000 55,485,000    
Subordinated indebtedness, net        
Debt Instrument [Line Items]        
Subordinated indebtedness, net 157,417,000 157,181,000    
Amount     $ 80,000,000 $ 70,000,000
Interest Rate     4.50% 4.25%
Long-term FHLB advance        
Debt Instrument [Line Items]        
Amount $ 250,000,000 $ 250,000,000    
Interest Rate 1.65% 1.65%    
Overnight repurchase agreements with depositors        
Debt Instrument [Line Items]        
Total FHLB advances and other borrowings $ 9,447,000 $ 8,408,000    
FHLB advances        
Debt Instrument [Line Items]        
Total FHLB advances and other borrowings $ 0 650,000,000    
Federal Home Loan Bank Advances, Maturing January 2, 2020        
Debt Instrument [Line Items]        
Amount   $ 650,000,000    
Interest Rate   0.10%