openvino
06157330 - [Snippets] SplitDimensionM unification (#34508)

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9 days ago
[Snippets] SplitDimensionM unification (#34508) ### Details: This PR consolidates M-dimension splitting logic into `MHAParallelWAOptimizer`. - *Deleted graph-level `SplitDimensionM` pass, which was formerly used for static shapes,* - *All the split m dimension related heuristics are moved to the `MHAParallelWAOptimizer`.* - *Adapt the snippets pipeline to trigger `MHAParallelWAOptimizer` in static shape cases.* ### Tickets: - *CVS-148805* ### AI Assistance: - *AI assistance used: yes* - *AI was used to productize the PoC (created some time ago), and debug the `MHAParallelWAOptimizer` issues related to static shapes pipeline. The correctness has been checked by CPU plugin functional tests* --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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