What is tpu and gpu?
Central Processing Unit (CPU), Graphics Processing Unit (GPU) and Tensor Processing Unit (TPU) are processors with a specialized purpose and architecture. TPU: Tensor Processing Unit is highly-optimised for large batches and CNNs and has the highest training throughput. In this blog post, we compare the relative advantages and disadvantages of using CPUs (Intel Xeon*) vs GPUs (Nvidia Tesla P100) vs TPUs (. What Google has really done is take technology invented by NVIDIA (GPUs) and pushed it to. A tensor processing unit (TPU) is an AI accelerator application-specific integrated circuit (ASIC).