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Loans, Allowance for Loan Losses and Allowance for Unfunded Credit Commitments - Activity in Allowance for Loan Losses Broken out by Portfolio Segment (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance $ 255,024 $ 225,366 $ 217,613
Charge-offs (67,917) (66,682) (96,857)
Recoveries 11,636 8,538 12,212
Provision for loan losses 84,292 85,939 95,697
Allowance for Loan and Lease Losses, Foreign Currency Translation (2,132) 1,863 (3,299)
Ending Balance 280,903 255,024 225,366
Software and internet      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance   97,388 103,045
Charge-offs     (68,784)
Recoveries     7,278
Provision for loan losses     58,350
Ending Balance     97,388
Hardware      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance   31,166 23,085
Charge-offs     (13,233)
Recoveries     1,667
Provision for loan losses     20,851
Ending Balance     31,166
Private equity/venture capital      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance   50,299 35,282
Charge-offs     0
Recoveries     0
Provision for loan losses     15,114
Ending Balance     50,299
Life science/healthcare      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance   25,446 36,576
Charge-offs     (9,693)
Recoveries     1,129
Provision for loan losses     (2,543)
Ending Balance     25,446
Premium wine      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance   4,115 5,205
Charge-offs     0
Recoveries     0
Provision for loan losses     (1,260)
Ending Balance     4,115
Other      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance   4,768 4,252
Charge-offs     (5,045)
Recoveries     1,880
Provision for loan losses     3,373
Ending Balance     4,768
Commercial loans      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 238,583 213,182 207,445
Charge-offs (67,628) (65,115) (96,755)
Recoveries 11,149 7,175 11,954
Provision for loan losses 80,953 81,553 93,885
Ending Balance 260,966 238,583 213,182
Commercial loans | Software and internet      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 96,104 97,388  
Charge-offs (42,315) (45,012)  
Allowance for Loan and Lease Loss, Recovery of Bad Debts 5,664 4,649  
Provision for loan losses 45,068 38,462  
Allowance for Loan and Lease Losses, Foreign Currency Translation (954) 617 (2,501)
Ending Balance 103,567 96,104 97,388
Commercial loans | Hardware      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 27,614 31,166  
Charge-offs (16,148) (10,414)  
Allowance for Loan and Lease Loss, Recovery of Bad Debts 1,849 487  
Provision for loan losses 6,555 6,051  
Allowance for Loan and Lease Losses, Foreign Currency Translation (145) 324 (1,204)
Ending Balance 19,725 27,614 31,166
Commercial loans | Private equity/venture capital      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 82,468 50,299  
Charge-offs (112) (323)  
Allowance for Loan and Lease Loss, Recovery of Bad Debts 13 0  
Provision for loan losses 16,485 31,625  
Allowance for Loan and Lease Losses, Foreign Currency Translation (273) 867 (97)
Ending Balance 98,581 82,468 50,299
Commercial loans | Life science/healthcare      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 24,924 25,446  
Charge-offs (6,662) (8,210)  
Allowance for Loan and Lease Loss, Recovery of Bad Debts 348 189  
Provision for loan losses 14,347 7,414  
Allowance for Loan and Lease Losses, Foreign Currency Translation (777) 85 (23)
Ending Balance 32,180 24,924 25,446
Commercial loans | Premium wine      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 3,532 4,115  
Charge-offs 0 0  
Allowance for Loan and Lease Loss, Recovery of Bad Debts 0 0  
Provision for loan losses (182) (540)  
Allowance for Loan and Lease Losses, Foreign Currency Translation 5 (43) 170
Ending Balance 3,355 3,532 4,115
Commercial loans | Other      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 3,941 4,768  
Charge-offs (2,391) (1,156)  
Allowance for Loan and Lease Loss, Recovery of Bad Debts 3,275 1,850  
Provision for loan losses (1,320) (1,459)  
Allowance for Loan and Lease Losses, Foreign Currency Translation 53 (62) 308
Ending Balance 3,558 3,941 4,768
Commercial loans | Commercial Loan [Member]      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Allowance for Loan and Lease Losses, Foreign Currency Translation (2,091) 1,788 (3,347)
Consumer loans      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 16,441 12,184 10,168
Charge-offs     (102)
Recoveries     258
Provision for loan losses     1,812
Ending Balance 19,937 16,441 12,184
Consumer loans | Consumer Loan      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning Balance 16,441 12,184  
Charge-offs (289) (1,567)  
Allowance for Loan and Lease Loss, Recovery of Bad Debts 487 1,363  
Provision for loan losses 3,339 4,386  
Allowance for Loan and Lease Losses, Foreign Currency Translation $ (41) 75 48
Ending Balance   $ 16,441 $ 12,184