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Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments - Recorded Investment in Loans Modified in TDRs within Previous 12 months Subsequently Defaulted (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Financing Receivable, Troubled Debt Restructuring [Line Items]        
TDRs modified within the previous 12 months that defaulted in the period $ 48,257 $ 26,920 $ 48,257 $ 54,256
Commercial loans | Software/internet        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
TDRs modified within the previous 12 months that defaulted in the period 37,294 18,911 37,294 41,568
Commercial loans | Hardware        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
TDRs modified within the previous 12 months that defaulted in the period 0 2,100 0 5,549
Commercial loans | Life science/healthcare        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
TDRs modified within the previous 12 months that defaulted in the period $ 10,963 $ 5,909 $ 10,963 $ 7,139