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Principles of Consolidation - Securitization Activity Related to Unconsolidated Variable Interest Entity's Sponsored by Redwood (Details) - Variable Interest Entity, Not Primary Beneficiary - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Variable Interest Entity [Line Items]        
Principal balance of loans transferred $ 366,999 $ 327,511 $ 1,116,092 $ 2,735,644
Trading securities retained, at fair value        
Variable Interest Entity [Line Items]        
Securities retained, at fair value 1,228 2,583 4,736 48,831
AFS securities retained, at fair value        
Variable Interest Entity [Line Items]        
Securities retained, at fair value $ 1,069 $ 776 $ 3,023 $ 6,728