Update INSTALL.md to ensure AVX2 and AV512 support for python package #1361

Job	Run time
Format	46s
Linux x86_64 (cmake)	14m 43s
Linux arm64 packages	0s
Linux x86_64 GPU packages (CUDA 11.4.4)	0s
Linux x86_64 GPU packages (CUDA 12.1.1)	0s
Linux x86_64 GPU w/ RAFT packages (CUDA 11.8.0)	0s
Linux x86_64 GPU w/ RAFT packages (CUDA 12.1.1)	0s
Linux x86_64 packages	0s
OSX arm64 packages	0s
Windows x86_64 packages	0s
Linux arm64 (conda)	10m 42s
Linux x86_64 AVX512 (cmake)	21m 42s
Linux x86_64 AVX2 (cmake)	15m 11s
Linux arm64 SVE (cmake)	3h 25m 31s
Linux x86_64 (conda)	13m 58s
Linux x86_64 GPU (cmake)	36m 10s
Linux x86_64 GPU w/ RAFT (cmake)	4m 2s
Linux x86_64 GPU w/ ROCm (cmake)	30m 23s
Windows x86_64 (conda)	44m 48s
	6h 37m 56s

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