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Securities - Amortized Cost and Fair Value of Securities by Contractual Maturity (Details) - USD ($)
$ in Thousands
Mar. 31, 2018
Dec. 31, 2017
Mar. 31, 2017
Amortized Cost      
Due within one year $ 28,692    
Due after one year through five years 67,311    
Due after five years through ten years 78,917    
Due after ten years 72,703    
Amortized Cost 961,589 $ 674,104 $ 2,496
Fair Value      
Due within one year 29,028    
Due after one year through five years 68,747    
Due after five years through ten years 79,724    
Due after ten years 71,335    
Fair Value 948,365 671,488  
Other debt securities      
Amortized Cost      
Amortized Cost 23,994 17,106  
Other debt securities, amortized cost 15,163    
Fair Value      
Other debt securities, fair value 15,021    
Fair Value 23,940 17,290  
Government agency mortgage backed securities | Residential mortgage-backed securities      
Amortized Cost      
Amortized Cost 416,954 196,121  
Fair Value      
Fair Value 409,470 193,950  
Government agency mortgage backed securities | Commercial mortgage-backed securities      
Amortized Cost      
Amortized Cost 27,636 31,015  
Fair Value      
Fair Value 27,502 31,170  
Government agency collateralized mortgage obligations | Residential mortgage-backed securities      
Amortized Cost      
Amortized Cost 244,213 180,258  
Fair Value      
Fair Value 237,666 176,639  
Government agency collateralized mortgage obligations | Commercial mortgage-backed securities      
Amortized Cost      
Amortized Cost 10,000 5,019  
Fair Value      
Fair Value $ 9,872 $ 5,006