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Loans Held for Investment - Composition of Loan Portfolio (Details) - USD ($)
$ in Thousands
Sep. 30, 2021
Jun. 30, 2021
Dec. 31, 2020
Sep. 30, 2020
Jun. 30, 2020
Dec. 31, 2019
Loans Held for Investment            
Loans held for investment $ 13,982,861   $ 13,236,433      
Allowance for credit losses for loans held for investment (211,481) $ (232,774) (268,018) $ (282,503) $ (282,271) $ (35,698)
Loans held for investment, net 13,771,380   12,968,415      
Loans held for sale, at lower of cost or fair value 8,100   601      
Net deferred origination fees (costs) 3,000   2,600      
Unaccreted mark-to-market discount 85,000   113,800      
Total unfunded loan commitments            
Loans Held for Investment            
Loans held for investment 2,504,188   1,947,250      
Investor loans secured by real estate            
Loans Held for Investment            
Loans held for investment 8,870,992   8,225,765      
Investor loans secured by real estate | CRE non-owner-occupied            
Loans Held for Investment            
Loans held for investment 2,823,065   2,675,085      
Allowance for credit losses for loans held for investment (42,467) (47,112) (49,176) (54,105) (63,007) (1,899)
Investor loans secured by real estate | Multifamily            
Loans Held for Investment            
Loans held for investment 5,705,666   5,171,356      
Allowance for credit losses for loans held for investment (52,164) (59,059) (62,534) (67,336) (63,511) (729)
Investor loans secured by real estate | Construction and land            
Loans Held for Investment            
Loans held for investment 292,815   321,993      
Allowance for credit losses for loans held for investment (8,017) (9,548) (12,435) (15,557) (18,804) (4,484)
Investor loans secured by real estate | SBA secured by real estate            
Loans Held for Investment            
Loans held for investment 49,446   57,331      
Allowance for credit losses for loans held for investment (3,879) (4,681) (5,159) (5,327) (2,010) (1,915)
Business loans secured by real estate            
Loans Held for Investment            
Loans held for investment 2,666,582   2,541,577      
Business loans secured by real estate | SBA secured by real estate            
Loans Held for Investment            
Loans held for investment 69,937   79,595      
Allowance for credit losses for loans held for investment (5,104) (6,317) (6,567) (6,160) (4,368) (2,119)
Business loans secured by real estate | CRE owner-occupied            
Loans Held for Investment            
Loans held for investment 2,242,164   2,114,050      
Allowance for credit losses for loans held for investment (33,679) (35,747) (50,517) (48,666) (48,213) (2,781)
Business loans secured by real estate | Franchise real estate secured            
Loans Held for Investment            
Loans held for investment 354,481   347,932      
Allowance for credit losses for loans held for investment (9,626) (11,436) (11,451) (11,988) (13,060) (592)
Commercial loans            
Loans Held for Investment            
Loans held for investment 2,294,552   2,229,588      
Commercial loans | Commercial and industrial            
Loans Held for Investment            
Loans held for investment 1,888,870   1,768,834      
Allowance for credit losses for loans held for investment (37,595) (39,879) (46,964) (47,914) (41,967) (13,857)
Commercial loans | Franchise non-real estate secured            
Loans Held for Investment            
Loans held for investment 392,950   444,797      
Allowance for credit losses for loans held for investment (17,518) (17,313) (20,525) (20,149) (21,676) (5,816)
Commercial loans | SBA non-real estate secured            
Loans Held for Investment            
Loans held for investment 12,732   15,957      
Allowance for credit losses for loans held for investment (632) (730) (995) (951) (600) (445)
Retail loans            
Loans Held for Investment            
Loans held for investment 150,735   239,503      
Retail loans | Single family residential            
Loans Held for Investment            
Loans held for investment 144,309   232,574      
Allowance for credit losses for loans held for investment (529) (670) (1,204) (1,243) (1,479) (655)
Retail loans | Consumer            
Loans Held for Investment            
Loans held for investment 6,426   6,929      
Allowance for credit losses for loans held for investment $ (271) $ (282) $ (491) $ (3,107) $ (3,576) $ (406)