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At its annual GTC conference, Nvidia unveiled its new Volta architecture. Based on the same, Tesla V100 data center GPU comes with whopping 21 billion transistors that deliver an equivalent performance of 100 CPUs for deep learning. Compared to the current Pascal architecture, Volta delivers 5x improvements in peak teraflops. Volta chips are expected to be used by tech giants like Google, Amazon, Facebook, Baidu, etc. in their applications.