Change AllReduceSimplifier to handle trivial cross-partition all-reduces. #13919
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Change AllReduceSimplifier to handle trivial cross-partition all-reduces.
This CL ensures that AllReduceSimplifier can simplify trivial all-reduces (an all-reduce where each subgroup is formed of a single participant) that are not necessarily cross replica (for example a cross partition all-reduce). We only simplify non cross replica all-reduce when the module is SPMD.
FUTURE_COPYBARA_INTEGRATE_REVIEW=#14073 from apivovarov:select_compare_algsimp 6fe68d7