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Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments - Composition of Loans, Net of Unearned Income, Broken Out by Portfolio Segment and Class of Financing Receivable (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income $ 28,338,280 $ 23,106,316
Consumer loans    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 3,033,643 2,629,486
Commercial loans    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 25,304,637 20,476,830
Commercial loans | Software and internet    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 6,154,755 6,172,531
Commercial loans | Hardware    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 1,234,557 1,193,599
Commercial loans | Private equity/venture capital    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 14,110,560 9,952,377
Commercial loans | Life science/healthcare    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 2,385,612 1,808,827
Commercial loans | Premium wine    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 959,663 873,158
Commercial loans | Other    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 459,490 476,338
Consumer loans | Other    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income 420,672 328,980
Consumer loans | Real estate secured consumer loans    
Financing Receivable, Recorded Investment [Line Items]    
Loans, net of unearned income $ 2,612,971 $ 2,300,506