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Fair Value - Summary of Carrying Value and Fair Value of Company's Financial Instruments (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Financial Assets    
Debt securities held to maturity $ 261,369 $ 357,949
Loans, net 5,163,250 4,792,791
Quoted Prices in Active Markets for Identical Assets    
Financial Assets    
Debt securities held to maturity 0 0
Time deposits with other banks 0 0
Loans, net 0 0
Financial Liabilities    
Deposits 0 0
Federal Home Loan Bank (FHLB) borrowings 0 0
Subordinated debt 0 0
Significant Other Observable Inputs    
Financial Assets    
Debt securities held to maturity 262,213 349,895
Time deposits with other banks 0 0
Loans, net 0 0
Financial Liabilities    
Deposits 0 0
Federal Home Loan Bank (FHLB) borrowings 0 0
Subordinated debt 64,017 61,224
Significant Other Unobservable Inputs    
Financial Assets    
Debt securities held to maturity 0 0
Time deposits with other banks 3,744 8,132
Loans, net 5,139,491 4,835,248
Financial Liabilities    
Deposits 5,584,621 5,172,098
Federal Home Loan Bank (FHLB) borrowings 314,995 380,027
Subordinated debt 0 0
Carrying Amount    
Financial Assets    
Debt securities held to maturity 261,369 357,949
Time deposits with other banks 3,742 8,243
Loans, net 5,158,127 4,784,201
Financial Liabilities    
Deposits 5,584,753 5,177,240
Federal Home Loan Bank (FHLB) borrowings 315,000 380,000
Subordinated debt $ 71,085 $ 70,804