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Loans - Summary of loan portfolio according to classification and subsequent measurement (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Disclosure of detailed information about financial instruments [line items]      
Unearned interest and deferred fees $ 0    
Loans at FVTPL 5,313 $ 4,949 $ 6,492
Loans at fair value through profit or loss      
Disclosure of detailed information about financial instruments [line items]      
Loans 5,734,605 4,911,397  
Interest receivable 23,308 27,350  
Loss allowances (41,476) (41,165)  
Unearned interest and deferred fees (8,728) (5,884)  
Loans at amortized cost 5,707,709 4,891,698  
Loans at FVTPL 5,313 4,949  
Loans, net 5,713,022 4,896,647  
At fair value through profit or loss      
Disclosure of detailed information about financial instruments [line items]      
Loans 5,739,918 4,916,346  
At fair value through profit or loss | Level 3      
Disclosure of detailed information about financial instruments [line items]      
Loans at FVTPL 5,300 4,900  
At fair value through profit or loss | Loans at fair value through profit or loss      
Disclosure of detailed information about financial instruments [line items]      
Loans at FVTPL $ 5,313 $ 4,949 $ 0