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Update Xeon processors performance note (#154)
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README.md

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@@ -51,9 +51,9 @@ different configurations of SVS yield significantly increased performance (measu
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SVS is primarily optimized for large-scale similarity search but it still offers [state-of-the-art performance
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at million-scale](https://intel.github.io/ScalableVectorSearch/benchs/static/previous/small_scale_benchs.html).
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Best performance is obtained with 4th generation (Sapphire Rapids) by making use of Intel(R) AVX-512 instructions,
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with excellent results also with 2nd and 3rd Intel ® Xeon ® processors (Cascade Lake
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and Ice Lake).
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Best performance is obtained with Xeon 6 processors (Granite Rapids), by making use of Intel(R) AVX-512 instructions,
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with excellent results also with 2nd through 5th gen Intel ® Xeon ® processors (Cascade Lake,
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Ice Lake, Sapphire Rapids, and Emerald Rapids).
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Performance will be degraded if Intel(R) AVX-512 instructions are not available.
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A warning message will appear when loading the SVS Python module if the system does not support

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