[mlir][gpu] Add patterns to break down subgroup reduce (#76271)
The new patterns break down subgroup reduce ops with vector values into a sequence of subgroup reductions that fit the native shuffle size. The maximum/native shuffle size is parametrized. The overall goal is to be able to perform multi-element reductions with a sequence of `gpu.shuffle` ops.
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