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move by_residual to IndexIVF (facebookresearch#2870)
Summary: Pull Request resolved: facebookresearch#2870 Factor by_residual for all the IndexIVF inheritors. Some training code can be put in IndexIVF and `train_residual` is replaced with `train_encoder`. This will be used for the IndependentQuantizer work. Reviewed By: alexanderguzhva Differential Revision: D45987304 fbshipit-source-id: 7310a687b556b2faa15a76456b1d9000e21b58ce
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