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Derivative Financial Instruments - Summary of Derivative Positions (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Derivative [Line Items]    
Derivatives contracts $ 602,682 $ 604,118
Forward rate commitments    
Derivative [Line Items]    
Derivatives contracts 430,389 429,283
Interest rate lock commitments    
Derivative [Line Items]    
Derivatives contracts $ 172,293 $ 174,835