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Deposits - Summary of Interest Expense on Deposits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Banking and Thrift [Abstract]      
Interest-bearing NOW $ 808 $ 778 $ 706
Money market 7,398 6,496 5,527
Savings 1,052 1,093 1,182
Certificates of deposit 17,641 28,976 43,940
Total interest expense on deposits $ 26,899 $ 37,343 $ 51,355