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Implement infrenece bag packing along D #3541

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@avbokovoy avbokovoy commented Jan 3, 2025

Implemented several bags processing for small types (mostly int4, int8) and small dimensions to increase CU occupancy.

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@avbokovoy avbokovoy marked this pull request as ready for review February 3, 2025 12:28
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