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Loans Held for Investment - Composition of Loan Portfolio (Details) - USD ($)
$ in Thousands
Mar. 31, 2021
Dec. 31, 2020
Mar. 31, 2020
Dec. 31, 2019
Loans Held for Investment        
Loans held for investment $ 13,117,392 $ 13,236,433    
Allowance for credit losses for loans held for investment (266,999) (268,018) $ (115,422) $ (35,698)
Loans held for investment, net 12,850,393 12,968,415    
Loans held for sale, at lower of cost or fair value 7,311 601    
Unaccreted mark-to-market discount 103,900 113,800    
Investor loans secured by real estate        
Loans Held for Investment        
Loans held for investment 8,412,216 8,225,765    
Investor loans secured by real estate | CRE non-owner-occupied        
Loans Held for Investment        
Loans held for investment 2,729,785 2,675,085    
Allowance for credit losses for loans held for investment (45,545) (49,176) (15,896) (1,899)
Investor loans secured by real estate | Multifamily        
Loans Held for Investment        
Loans held for investment 5,309,592 5,171,356    
Allowance for credit losses for loans held for investment (79,815) (62,534) (14,722) (729)
Investor loans secured by real estate | Construction and land        
Loans Held for Investment        
Loans held for investment 316,458 321,993    
Allowance for credit losses for loans held for investment (13,263) (12,435) (9,222) (4,484)
Investor loans secured by real estate | SBA secured by real estate        
Loans Held for Investment        
Loans held for investment 56,381 57,331    
Allowance for credit losses for loans held for investment (5,141) (5,159) (935) (1,915)
Business loans secured by real estate        
Loans Held for Investment        
Loans held for investment 2,444,756 2,541,577    
Business loans secured by real estate | SBA secured by real estate        
Loans Held for Investment        
Loans held for investment 73,967 79,595    
Allowance for credit losses for loans held for investment (6,451) (6,567) (4,044) (2,119)
Business loans secured by real estate | CRE owner-occupied        
Loans Held for Investment        
Loans held for investment 2,029,984 2,114,050    
Allowance for credit losses for loans held for investment (41,594) (50,517) (26,793) (2,781)
Business loans secured by real estate | Franchise real estate secured        
Loans Held for Investment        
Loans held for investment 340,805 347,932    
Allowance for credit losses for loans held for investment (10,876) (11,451) (7,503) (592)
Commercial loans        
Loans Held for Investment        
Loans held for investment 2,070,047 2,229,588    
Commercial loans | Commercial and industrial        
Loans Held for Investment        
Loans held for investment 1,656,098 1,768,834    
Allowance for credit losses for loans held for investment (43,373) (46,964) (15,742) (13,857)
Commercial loans | Franchise non-real estate secured        
Loans Held for Investment        
Loans held for investment 399,041 444,797    
Allowance for credit losses for loans held for investment (18,903) (20,525) (16,616) (5,816)
Commercial loans | SBA non-real estate secured        
Loans Held for Investment        
Loans held for investment 14,908 15,957    
Allowance for credit losses for loans held for investment (890) (995) (516) (445)
Retail loans        
Loans Held for Investment        
Loans held for investment 190,373 239,503    
Retail loans | Single family residential        
Loans Held for Investment        
Loans held for investment 184,049 232,574    
Allowance for credit losses for loans held for investment (822) (1,204) (1,137) (655)
Retail loans | Consumer        
Loans Held for Investment        
Loans held for investment 6,324 6,929    
Allowance for credit losses for loans held for investment $ (326) $ (491) $ (2,296) $ (406)