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Loans and Allowance for Loan and Lease Losses - Schedule of Nonperforming Loans (Parenthetical) (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Accounts Notes And Loans Receivable [Line Items]    
Nonaccrual loans $ 32,149 $ 38,030
Troubled Debt Restructuring    
Accounts Notes And Loans Receivable [Line Items]    
Nonaccrual loans $ 14,009 $ 13,263