Google's Cloud TPU Matches Volta in Machine Learning at Much Lower Prices - ExtremeTech

Over the past few years, Nvidia has established itself as a major leader in machine learning and artificial intelligence processing. The GPU designer dove into the HPC market over a decade ago when it launched the G80 and its parallel compute platform API, CUDA. Early leadership has paid off for Nvidia; the company holds 87 spots on the TOP500 list of supercomputers, compared with just 10 for Intel. But as machine learning and artificial intelligence workloads proliferate, vendors are emerging to give Nvidia a run for its money, including Google's new Cloud TPU. New benchmarks from RiseML put both Nvidia and Google's TPU head-to-head -- and the cost curve strongly favors Google.