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Basis of Presentation - Additional Information (Details)
$ / shares in Units, $ in Thousands
3 Months Ended 9 Months Ended
May 26, 2017
USD ($)
$ / shares
shares
Jan. 02, 2017
USD ($)
Sep. 15, 2016
USD ($)
$ / shares
shares
Aug. 15, 2016
USD ($)
Jun. 28, 2016
shares
Sep. 30, 2016
Sep. 30, 2017
USD ($)
Branch
$ / shares
shares
Sep. 30, 2016
USD ($)
Dec. 31, 2016
$ / shares
shares
Jul. 31, 2016
shares
Class Of Stock [Line Items]                    
Description of stock split             the Company declared a 100-for-1 stock split, increasing the number of issued and authorized shares from 171,800 to 17,180,000 and 250,000 to 25,000,000, respectively.      
Stock split ratio         0.01          
Common stock, shares issued | shares             30,526,592   24,107,660  
Common stock, shares authorized | shares             75,000,000   75,000,000  
Proceeds from issuance of common stock, net of offering costs | $             $ 153,356 $ 115,525    
Common stock sold and issued, par value | $ / shares             $ 1   $ 1  
Percent of remaining principal allowed to buy back under GNMA optional repurchase programs             100.00%      
GNMA                    
Class Of Stock [Line Items]                    
Mortgage loans held for sale measured at fair value | $             $ 13,575      
ASC 860-50-35, Transfers and Servicing                    
Class Of Stock [Line Items]                    
Adjustment to retained earnings | $   $ 615                
Pro forma                    
Class Of Stock [Line Items]                    
Effective tax rate           37.21%   37.33%    
Initial Public Offering                    
Class Of Stock [Line Items]                    
Common stock sold and issued, shares | shares     6,764,704              
Common stock sold and issued, price per share | $ / shares     $ 19              
Proceeds from issuance of common stock, net of offering costs | $     $ 115,525              
Distribution to majority shareholder from net proceeds | $     55,000              
Repayments of aggregate principal amount of subordinated notes from net proceeds | $     $ 10,075 $ 10,075            
Private Placement                    
Class Of Stock [Line Items]                    
Common stock sold and issued, shares | shares 4,806,710                  
Proceeds from issuance of common stock, net of offering costs | $ $ 152,721                  
Common stock sold and issued, par value | $ / shares $ 1.00                  
Common stock purchase price per share | $ / shares $ 33.00                  
Placement agent and other offering costs | $ $ 5,901                  
Minimum                    
Class Of Stock [Line Items]                    
Common stock, shares issued | shares         171,800          
Common stock, shares authorized | shares         250,000         25,000,000
Maximum                    
Class Of Stock [Line Items]                    
Common stock, shares issued | shares         17,180,000          
Common stock, shares authorized | shares         25,000,000         75,000,000
FirstBank                    
Class Of Stock [Line Items]                    
Number of bank branches | Branch             63