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build : detect AVX512 in Makefile, add AVX512 option in CMake (openai…
…#2043) * make : add AVX512 detection to Makefile and CMakeLists.txt * make : autodetect more AVX512 instruction subsets * cmake : do not default to AVX512, must be enabled explicitly * cmake : enable a set of AVX512 subsets, when AVX512 is turned on * make : consolidate AVX512 subsets, add AVX512 VBMI * cmake : revert to NO AVX512 setting, add settings for AVX512 VNNI and VBMI * make : re-introduce AVX512VNNI back * cmake : remove superfluous comment line
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