On standard gigabit Ethernet, one pipeline-parallel hop is about 0.45ms, and a full 3 hops is about 7.88ms, accounting for less than 0.2% of total token execution time, so gigabit Ethernet is completely sufficient for distributed inference, and the bottleneck is not the network.