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Fair Value Measurement of Assets and Liabilities - Additional Information (Details) - USD ($)
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Fair Value Assets Measured On Recurring Basis        
Impaired collateral dependent loans, charge-offs     $ 0 $ 2,100,000
Collateral dependent impaired loans, recorded investment $ 60,200,000   60,200,000  
Specific valuation allowance allocations 23,200,000   23,200,000  
Reported net carrying amount of impaired loans 37,000,000   $ 37,000,000  
Valuation of loan servicing rights, discount rate     8.00%  
Net recoveries of net impairment charges 48,000 $ 134,000 $ 365,000 185,000
Foreclosed assets measured at fair value upon initial recognition     4,500,000  
Foreclosed asset charge-offs 267,000 536,000 1,500,000 1,500,000
Loss due to re-measurement of repossessed assets $ 245,000 $ 0 $ 390,000 $ 290,000
Minimum        
Fair Value Assets Measured On Recurring Basis        
Valuation of loan servicing rights, prepayment rate     0.00%  
Maximum        
Fair Value Assets Measured On Recurring Basis        
Valuation of loan servicing rights, prepayment rate     24.00%