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Credit Enhancement Receivable, Contingent Liability and Credit Enhancement Deposit (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Credit Enhancement Receivable Contingent Liability And Credit Enhancement Deposit [Line Items]    
Credit enhancement receivable $ 0 $ 0
Deposit in Fannie Mae restricted liquidity account 25,000,000.0  
Credit Risk    
Credit Enhancement Receivable Contingent Liability And Credit Enhancement Deposit [Line Items]    
Credit risk loans 20,200,000,000 20,600,000,000
Maximum pre-credit enhancement loss exposure 5,800,000,000 5,800,000,000
DB Cayman | Credit Risk    
Credit Enhancement Receivable Contingent Liability And Credit Enhancement Deposit [Line Items]    
Reimbursements under serving agreement 0 0
Credit risk loans 29,300,000 230,700,000
Maximum pre-credit enhancement loss exposure 9,800,000,000 76,200,000
Maximum loss exposure without any form of credit protection $ 5,800,000,000 5,700,000,000
Percentage of contingent payment 50.00%  
Contingent liability $ 11,800,000 $ 11,100,000