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Transfers of financial assets and servicing assets - Initial fair value of assets obtained as proceeds from residential mortgage loans securitized (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized $ 743,847 $ 515,307
GNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 380,000 332,000
FNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 330,000 176,000
FHLMC    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 23,000  
Trading account debt securities    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 732,533 508,071
Trading account debt securities | GNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 380,228 332,207
Trading account debt securities | FNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 329,617 175,864
Trading account debt securities | FHLMC    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 22,688  
Mortgage Servicing Rights    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 11,314 7,236
Level 1    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 1 | Trading account debt securities    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 1 | Trading account debt securities | GNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 1 | Trading account debt securities | FNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 1 | Trading account debt securities | FHLMC    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0  
Level 1 | Mortgage Servicing Rights    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 2    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 732,533 508,071
Level 2 | Trading account debt securities    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 732,533 508,071
Level 2 | Trading account debt securities | GNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 380,228 332,207
Level 2 | Trading account debt securities | FNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 329,617 175,864
Level 2 | Trading account debt securities | FHLMC    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 22,688  
Level 2 | Mortgage Servicing Rights    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 3    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 11,314 7,236
Level 3 | Trading account debt securities    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 3 | Trading account debt securities | GNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 3 | Trading account debt securities | FNMA    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0 0
Level 3 | Trading account debt securities | FHLMC    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized 0  
Level 3 | Mortgage Servicing Rights    
Assets    
Initial fair value of the assets obtained as proceeds from residential mortgage loans securitized $ 11,314 $ 7,236