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Summary: The warm up
dist.all_reduce()
call was happening before setting the CUDA device, which meant all workers were using device 0. This resulted in crashes / hangs as mentioned in https://fb.workplace.com/groups/1309000715937050/permalink/1621428588027593/Differential Revision: D30005438