[21/N] Add alltoall_base custom op with CPU/CUDA implementations (#89813)
Differential Revision: [D41812670](https://our.internmc.facebook.com/intern/diff/D41812670)
Pull Request resolved: https://github.com/pytorch/pytorch/pull/89813
Approved by: https://github.com/kwen2501
