Solved by mrshenli in post #2 
              
              
                Hi @Jack5358 
DistributedDataParallel’s single-process-multi-gpu mode is not recommended, because it does parameter replication, input split, output gather, etc. in every iteration, and Python GIL might get in the way. If you just have one machine, with one process per machine, then it will be very …