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Loans Held for Investment - Composition of Loan Portfolio (Details) - USD ($)
$ in Thousands
Jun. 30, 2021
Mar. 31, 2021
Dec. 31, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2019
Loans Held for Investment            
Loans held for investment $ 13,594,598   $ 13,236,433      
Allowance for credit losses for loans held for investment (232,774) $ (266,999) (268,018) $ (282,271) $ (115,422) $ (35,698)
Loans held for investment, net 13,361,824   12,968,415      
Loans held for sale, at lower of cost or fair value 4,714   601      
Unaccreted mark-to-market discount 94,400   113,800      
Total unfunded loan commitments            
Loans Held for Investment            
Loans held for investment 2,345,364   1,947,250      
Investor loans secured by real estate            
Loans Held for Investment            
Loans held for investment 8,700,428   8,225,765      
Investor loans secured by real estate | CRE non-owner-occupied            
Loans Held for Investment            
Loans held for investment 2,810,233   2,675,085      
Allowance for credit losses for loans held for investment (47,112) (45,545) (49,176) (63,007) (15,896) (1,899)
Investor loans secured by real estate | Multifamily            
Loans Held for Investment            
Loans held for investment 5,539,464   5,171,356      
Allowance for credit losses for loans held for investment (59,059) (79,815) (62,534) (63,511) (14,722) (729)
Investor loans secured by real estate | Construction and land            
Loans Held for Investment            
Loans held for investment 297,728   321,993      
Allowance for credit losses for loans held for investment (9,548) (13,263) (12,435) (18,804) (9,222) (4,484)
Investor loans secured by real estate | SBA secured by real estate            
Loans Held for Investment            
Loans held for investment 53,003   57,331      
Allowance for credit losses for loans held for investment (4,681) (5,141) (5,159) (2,010) (935) (1,915)
Business loans secured by real estate            
Loans Held for Investment            
Loans held for investment 2,520,343   2,541,577      
Business loans secured by real estate | SBA secured by real estate            
Loans Held for Investment            
Loans held for investment 72,923   79,595      
Allowance for credit losses for loans held for investment (6,317) (6,451) (6,567) (4,368) (4,044) (2,119)
Business loans secured by real estate | CRE owner-occupied            
Loans Held for Investment            
Loans held for investment 2,089,300   2,114,050      
Allowance for credit losses for loans held for investment (35,747) (41,594) (50,517) (48,213) (26,793) (2,781)
Business loans secured by real estate | Franchise real estate secured            
Loans Held for Investment            
Loans held for investment 358,120   347,932      
Allowance for credit losses for loans held for investment (11,436) (10,876) (11,451) (13,060) (7,503) (592)
Commercial loans            
Loans Held for Investment            
Loans held for investment 2,210,359   2,229,588      
Commercial loans | Commercial and industrial            
Loans Held for Investment            
Loans held for investment 1,795,144   1,768,834      
Allowance for credit losses for loans held for investment (39,879) (43,373) (46,964) (41,967) (15,742) (13,857)
Commercial loans | Franchise non-real estate secured            
Loans Held for Investment            
Loans held for investment 401,315   444,797      
Allowance for credit losses for loans held for investment (17,313) (18,903) (20,525) (21,676) (16,616) (5,816)
Commercial loans | SBA non-real estate secured            
Loans Held for Investment            
Loans held for investment 13,900   15,957      
Allowance for credit losses for loans held for investment (730) (890) (995) (600) (516) (445)
Retail loans            
Loans Held for Investment            
Loans held for investment 163,468   239,503      
Retail loans | Single family residential            
Loans Held for Investment            
Loans held for investment 157,228   232,574      
Allowance for credit losses for loans held for investment (670) (822) (1,204) (1,479) (1,137) (655)
Retail loans | Consumer            
Loans Held for Investment            
Loans held for investment 6,240   6,929      
Allowance for credit losses for loans held for investment $ (282) $ (326) $ (491) $ (3,576) $ (2,296) $ (406)