… Deep learning (DL) is a technology that is as revolutionary as the Internet and mobile computing that came before it. One author found it so revolutionary that he described it as “The Last Invention of Man” [KHAT] – strong words indeed!
Currently, the revival of interest in all things “Artificial Intelligence” (AI) is primarily due to the spectacular results achieved with deep learning research. I must however emphasize that this revival is not due to other classical AI technologies like expert systems, semantic knowledge bases, logic programming or Bayesian systems. Most of classical AI has not changed much, if any, in the last 5 years. The recent quantum leap has solely been driven by deep learning successes. …
Deep learning is a disruptive technology like the Internet and mobile computing that came before. Open source software has been the dominant platform that has enabled these technologies.
AMD combines these powerful principles with its open source ROCm initiative. On its own, this definitely has the potential of accelerating deep learning development. ROCm provides a comprehensive set of components that address the high performance computing needs, such as providing tools that are closer to the metal. These include hand-tuned libraries and support for assembly language tooling.
Future deep learning software will demand even greater optimizations that span many kinds of computing cores. In my view, AMD’s strategic vision of investing heavily in heterogeneous system architectures gives their platform a distinct edge.
AMD’s open source strategy is uniquely positioned to disrupt and take the lead in future deep learning developments.
Microsoft’s Project Olympus platform design to incorporate the upcoming high-performance “Naples” x86 server processor
SANTA CLARA, Cali. 3/8/2017
At the 2017 Open Compute Project U.S. Summit, AMD announced their collaboration with Microsoft to incorporate the cloud delivery features of AMD’s next-generation “Naples” processor with Microsoft’s Project Olympus – Microsoft’s next-generation hyperscale cloud hardware design and a new model for open source hardware development with the OCP community.
Through Microsoft’s contribution of the Project Olympus design much earlier in the cycle than many OCP projects, AMD was able to engage early on in the design process and foster a deep collaboration around the strategic integration of AMD’s upcoming “Naples” processor. The performance, scalability and efficiency found at the core of Project Olympus and AMD’s “Naples” processor means the updated cloud hardware design can adapt to meet the application demands of global datacenter customers. …