[riotnrrd]

Data augmentation in CPU-space is often compute-light, but requires rapid access to memory. There are libraries (like NVIDIA's Dali) that can do augmentation on the GPU, but this takes up GPU resources that could be used by training. Having a multi-core CPU with fast caches is a good compromise.