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Re:DeepLearning10: The 8x Nvidia GTX 1080 Ti GPU Monster by mippie_moe on Wednesday June 07, 2017 @06:26PM (#14510346)
With this setup, you get one GPU that runs with 16 lanes (and as you mentioned, three that run with 8).

Bottleneck depends on the workload. If you're training a small/fast network, data bandwidth is a real problem.

That being said, for most cases, a workstation build that provides every GPU with 16 lanes is far less cost effective.

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