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Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments - Summary of Recorded Investment in Loans Modified in TDRs (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period $ 68,157 $ 22,968 $ 68,773 $ 26,017
Loans classified as TDRs, charge-offs 3,400 8,500 5,600  
Commercial loans        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period 66,292 22,968 66,908 25,692
Commercial loans | Software/internet        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period 55,065 14,783 55,681 14,783
Commercial loans | Hardware        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period 0 1,954 0 3,448
Commercial loans | Life science/healthcare        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period 11,227 6,231 11,227 7,461
Consumer loans | Other        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period 1,865 0 1,865 325
Payment deferrals granted        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period $ 66,300 $ 23,000 66,900 $ 26,000
Partial principal forgiveness        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Financing receivable modifications recorded investment modified during period     $ 1,900