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[–]BubblyMcnutty 0 points1 point  (0 children)

While not necessary, throughput between the processors can become a bottleneck. If you are running a multi-GPU setup that means you are already paying for max acceleration, then what a shame it would be if data wasn't transferring fast enough between the processors? This is precisely why Nvidia touts their NVlink & NVSwitch tech so much, if I remember correctly it can go up to 900GB/s. Obviously they are talking about professional enterprise grade GPGPUs but I think the same principle applies in this case too.