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Loans and Leases - Nonaccrual and Performing Loans and Leases Held for Investment (Details) - USD ($)
$ in Thousands
Sep. 30, 2022
Dec. 31, 2021
Sep. 30, 2021
Financing Receivable, Impaired [Line Items]      
Nonaccrual $ 89,742 $ 61,174 $ 64,507
Loans held for investment, net 27,660,041 22,941,548 20,511,020
Real Estate Mortgage      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 68,722 39,832 33,162
Loans held for investment, net 14,630,749 11,178,720 9,580,957
Real Estate Construction and Land      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 7,101 4,715 19,918
Loans held for investment, net 4,293,516 3,437,127 3,651,873
Commercial      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 13,552 16,213 10,932
Loans held for investment, net 8,271,182 7,868,051 6,872,222
Consumer      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 367 414 495
Loans held for investment, net 464,594 457,650 $ 405,968
Performing      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 27,570,299 22,880,374  
Performing | Real Estate Mortgage      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 14,562,027 11,138,888  
Performing | Real Estate Construction and Land      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 4,286,415 3,432,412  
Performing | Commercial      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 8,257,630 7,851,838  
Performing | Consumer      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 464,227 457,236  
Asset-based | Commercial      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 2,127 1,464  
Loans held for investment, net 5,154,654 4,075,477  
Asset-based | Performing | Commercial      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 5,152,527 4,074,013  
Venture Capital Loans | Commercial      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 3,809 2,799  
Loans held for investment, net 2,001,086 2,320,593  
Venture Capital Loans | Performing | Commercial      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 1,997,277 2,317,794  
Other Commercial | Commercial      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 7,616 11,950  
Loans held for investment, net 1,115,442 1,471,981  
Other Commercial | Performing | Commercial      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 1,107,826 1,460,031  
Commercial Real Estate Construction Loan Receivable | Real Estate Construction and Land      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 0 0  
Loans held for investment, net 843,086 832,591  
Commercial Real Estate Construction Loan Receivable | Performing | Real Estate Construction and Land      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 843,086 832,591  
Residential Real Estate Construction Financing Receivable | Real Estate Construction and Land      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 7,101 4,715  
Loans held for investment, net 3,450,430 2,604,536  
Residential Real Estate Construction Financing Receivable | Performing | Real Estate Construction and Land      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 3,443,329 2,599,821  
Commercial | Real Estate Mortgage      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 42,772 27,540  
Loans held for investment, net 3,770,706 3,762,299  
Commercial | Performing | Real Estate Mortgage      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net 3,727,934 3,734,759  
Residential Real Estate [Member] | Real Estate Mortgage      
Financing Receivable, Impaired [Line Items]      
Nonaccrual 25,950 12,292  
Loans held for investment, net 10,860,043 7,416,421  
Residential Real Estate [Member] | Performing | Real Estate Mortgage      
Financing Receivable, Impaired [Line Items]      
Loans held for investment, net $ 10,834,093 $ 7,404,129