In a single workstation form-factor, once you get enough powerful GPUs, it takes a good amount of CPU power to feed them, even for pure CNNs that GPUs are suppo

In a single workstation form-factor, once you get enough powerful GPUs, it takes a good amount of CPU power to feed them, even for pure CNNs that GPUs are supposed to be great at. Think data augmentation for training, etc.