Mozart: Designing for Software Maturity and the Next Paradigm for Chip Architectures

Autor: Poly Palamuttam, Vinay Gangadhar, Tony Nowatzki, Preyas Shah, Karu Sankaralingam, Greg Wright, Jitu Khare
Rok vydání: 2021
Předmět:
Zdroj: HCS
DOI: 10.1109/hcs52781.2021.9567306
Popis: Where does AI hardware/software stand today? 1. The computational diversity needed to support AI is increasing2. The software user experience expectations is increasing3. GPU software maturity* is unrivalled in completeness and hence allows near complete dominance among AI industry deployment and researchers.4. This support for model diversity is fuelling these trends and increasing GPU adoption!* NVIDIA DL stack - cuDNN, TensorRT, etc.
Databáze: OpenAIRE