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Accelerate ScalarQuantizer::QT_bf16 with AVX512-BF16. #5838

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Accelerate ScalarQuantizer::QT_bf16 with AVX512-BF16.

Accelerate ScalarQuantizer::QT_bf16 with AVX512-BF16. #5838

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