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[FEA] Improve Perf of pack/unpack codepacker utilities for IVF-PQ #1360

@tarang-jain

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@tarang-jain

Some code sizes (4 bits and 8 bits) pack without gaps into our IVF-PQ interleaved format. Packing and unpacking for them can be reduced to simple chunk copies (coalesced 128 bit reads), rather than reading (extracting) and writing each code one at a time.

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