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Allowance for Loan Losses - Modified Loan Accounts for TDR (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Receivables [Abstract]        
Modified Loans $ 168,645 $ 116,419 $ 415,341 $ 270,266
Charge-offs 12,227 5,925 34,965 16,357
Payment- Default $ 28,275 $ 23,326 $ 77,248 $ 70,401