Solved by osalpekar in post #2 
              
              
                If I understand correctly, you are trying to train with 4 GPUs, 2 on one machine and 2 on another machine? If this is the case, then you will need to launch your training script separately on each machine. The node_rank for launch script on the first machine should be 0 and node_rank passed to the l…