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Related Party Transactions - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Dec. 31, 2017
Related Party Transaction [Line Items]          
Unfunded commitments $ 4   $ 4   $ 2
Deposits from related parties 238,891   238,891   110,465
Aviation Time Sharing Agreement          
Related Party Transaction [Line Items]          
Payments to related party 53 $ 2 125 $ 27  
Registration Rights Agreement | 2016 IPO          
Related Party Transaction [Line Items]          
Payments to related party 700        
Certain Executive Officers and Directors and Their Associates          
Related Party Transaction [Line Items]          
Unfunded commitments 10,189   10,189   4,672
Shareholders          
Related Party Transaction [Line Items]          
Unamortized leasehold improvements 126   126   137
Lease expense 111 $ 124 259 $ 250  
Director | Other Assets          
Related Party Transaction [Line Items]          
Amount of investment held by the company $ 127   $ 127   $ 200