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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
Mar. 31, 2019
Mar. 31, 2018
Variable Interest Entity [Line Items]    
Principal balance of loans transferred $ 348,257 $ 1,280,468
Trading securities retained, at fair value    
Variable Interest Entity [Line Items]    
Securities retained, at fair value 1,716 12,491
AFS securities retained, at fair value    
Variable Interest Entity [Line Items]    
Securities retained, at fair value $ 885 $ 3,905