[Cherry-Pick] Bugfix: check backend when mode == Collecive (#36758) #36772
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* bugfix: only check backend when mode == Collecive * fix bug
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Aurelius84
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[Cherry-Pick] Bugfix: only check backend when mode == Collecive (#36758)