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Summary: This diff includes: - progressive dimension k-means. - the ResidualQuantizer object - GpuProgressiveDimIndexFactory so that it can be trained on GPU - corresponding tests - reference Python implementation of the same in scripts/matthijs/LCC_encoding Reviewed By: wickedfoo Differential Revision: D27608029 fbshipit-source-id: 9a8cf3310c8439a93641961ca8b042941f0f4249