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Fair Value Measurements - Fair Value Inputs, Quantitative Information (Details) - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2017
Dec. 31, 2016
Impaired Loans | Minimum | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 0.00%  
Impaired Loans | Maximum | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 66.00%  
Impaired Loans | Weighted Average | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 31.00%  
Other Real Estate Owned | Minimum | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 8.00%  
Other Real Estate Owned | Maximum | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 96.00%  
Other Real Estate Owned | Weighted Average | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 18.00%  
Asses to be Disposed of by Sale | Minimum | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 0.00%  
Asses to be Disposed of by Sale | Maximum | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 9.00%  
Asses to be Disposed of by Sale | Weighted Average | Market Approach Valuation Technique    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Discount rate of long-lived assets to be disposed of by sale 6.00%  
Carrying Amount    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Net loans held for investment $ 7,427,815 $ 5,340,536
Change During Period | Fair Value Measured on a Non-recurring Basis    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Fair Value of long-lived assets to be disposed of by sale 209 1,028
Estimated Fair Value    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Net loans held for investment 7,163,825 5,248,127
Estimated Fair Value | Fair Value Measured on a Non-recurring Basis    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Impaired loans 34,489 39,344
Other real estate owned 1,578 2,110
Fair Value of long-lived assets to be disposed of by sale 356 1,335
Significant Unobservable Inputs (Level 3) | Fair Value Measured on a Non-recurring Basis    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Impaired loans 34,489 39,344
Other real estate owned 1,578 2,110
Fair Value of long-lived assets to be disposed of by sale 356 1,335
Significant Unobservable Inputs (Level 3) | Carrying Amount | Fair Value Measured on a Non-recurring Basis    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Impaired loans 58,523 65,238
Fair Value of long-lived assets to be disposed of by sale 565 2,363
Significant Unobservable Inputs (Level 3) | Estimated Fair Value    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Net loans held for investment   39,344
Impaired loans 34,489  
Significant Unobservable Inputs (Level 3) | Estimated Fair Value | Fair Value Measured on a Non-recurring Basis    
Fair Value Inputs, Assets, Quantitative Information [Line Items]    
Impaired loans $ 34,489 $ 39,344