They sure do and it's pretty amazing. One iteration of a vision system I worked on got frames from a camera over a Mellanox NIC that supports RDMA (Rivermax), preprocessed the images using CUDA, did inference on them with TensorRT, and the first time a single byte of the inference pipeline hit the CPU itself was when we were consuming the output.