Abstract:Deep learning and hardware for it has garnered immense academic and industry interest in the past 5 yearsincluding almost 100 startups, more than $5B of VC investment -and a re-relevance of the role of architecture. However, the state-of-art remains NVIDIA's TensorCore-based systems that provide i) top-of-line performance, ii) turnkey software stack, and iii) coverage across a wide-spectrum of DL network styles (DL-architecture in AI parlance). Other academic and industry efforts have included novel approaches… Show more
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