Add AVX-512 implementation for the distance and scalar quantizer functions.#3853

mulugetam wants to merge 4 commits intofacebookresearch:mainfacebookresearch/faiss:mainfrom

mulugetam:vector-optsmulugetam/faiss:vector-optsCopy head branch name to clipboard