IT WORKS after disabling IB. Seems like IB is a hardware related feature, and the web interface on machine 1 simply doesn’t support it.
I am using the NCCL bundled with PyTorch. I have also tried to install NCCL myself, but it makes no different.
Thanks a lot for your help!