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Allowance for Loan Losses - Additional Information (Details) - USD ($)
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Financing Receivable, Allowance for Credit Losses [Line Items]        
Loans considered nonperforming (in days)     90 days  
Threshold for evaluation for impairment of substandard and nonaccrual commercial loans $ 500,000.0   $ 500,000.0  
Change-off arising from participation loan agreement 8,632,000 $ 5,822,000 10,076,000 $ 8,763,000
Other consumer        
Financing Receivable, Allowance for Credit Losses [Line Items]        
Change-off arising from participation loan agreement 414,000 $ 370,000 872,000 $ 804,000
Other consumer | Vehicles and Equipment Liens        
Financing Receivable, Allowance for Credit Losses [Line Items]        
Change-off arising from participation loan agreement 5,200,000   5,200,000  
Participating loans, total exposure 4,900,000   4,900,000  
Participating loans, direct exposure $ 950,000   $ 950,000