[mlir][mesh] Make most collectives pure (#79643)
There are assumptions of matching/consistent paths of execution under SPMD that allow to have pure collective communication operations.
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There are assumptions of matching/consistent paths of execution under SPMD that allow to have pure collective communication operations.