[spmd] by default average gradients for nccl backend (#99964)
This PR by default average gradient for NCCL backend, this allows
SPMD's data parallel match with DDP/FSDP results.
Pull Request resolved: https://github.com/pytorch/pytorch/pull/99964
Approved by: https://github.com/mrshenli
