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[4/n] DP Enhancement: Optimize communication when dp < tp by using all_gather_into_tensor and reduce_scatter_tensor #8279

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[4/n] DP Enhancement: Optimize communication when dp < tp by using all_gather_into_tensor and reduce_scatter_tensor #8279

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