Graphics processing units (GPU) basically help computers work much faster than those operating with a central processing unit (CPU) alone. Some companies have built their own versions of GPUs. For example, Google being Google, the technology giant has a chip it calls the Tensor processing unit (TPU), which supports the software engine (TensorFlow) that drives its Deep Learning services.