- Norman P. Jouppi and others, In-datacenter performance analysis of a tensor processing unit, arXiv preprint arXiv:1704.04760 (2017). In this paper, the authors compare the TPU with a server-class Intel Haswell CPU and an NVIDIA k80 GPU. The paper benchmarks TPUs performance as compared to CPUs and K80 GPU.
- This Google Blog explains the TPU and its working in simple terms at: https://cloud.google.com/blog/big-data/2017/05/an-in-depth-look-at-googles-first-tensor-processing-unit-tpu