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Note that GPUDirect is only available on nVidia Quadro and Tesla series GPUs.

Does that mean that this library[1] requires GPUDirect? That's sad.

Yes, Tesla or Quadro are required. In addition, Tesla P40/P100 are recommended due to size of i/o mappable region.