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Detect future Intel AVX/AMX features #128

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@gchatelet

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detects AVX-512 BF16, introduced in Cooper Lake
detects AVX-512 VP2INTERSECT, introduced in Tiger Lake
detects AMX, introduced in Sapphire Rapids
This is documented and has been tested.

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