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Premises and Equipment, Net - Narrative (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Property, Plant and Equipment [Line Items]      
Depreciation expense $ 3,600,000 $ 3,000,000.0 $ 3,200,000
Sales of premises and equipment 0 $ 0 $ 0
Leasehold improvements      
Property, Plant and Equipment [Line Items]      
Impairment on finite-lived intangible assets $ 470,000