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[16/N] Add _allgather_base custom op with CPU/CUDA implementation (py…
…torch#88889) Differential Revision: [D41227739](https://our.internmc.facebook.com/intern/diff/D41227739) Pull Request resolved: pytorch#88889 Approved by: https://github.com/kwen2501
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