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For HPC and Deep Learning, GPUs are here to stay

In this special guest feature from Scientific Computing World, David Yip, HPC and Storage Business Development at OCF, provides his take on the place of GPU technology in HPC. “Using GPUs in the HPC datacenter in place of CPUs can dramatically increase the power requirements needed, but if your computational performance goes through the roof, then I’d argue it’s a trade-off worth making.”

Intel Xeon Processors and Intel Omni-Path Architecture Offer Breakthroughs for Top500 Systems

Last week, the rhetorical one-two punch of the Intel HPC Developer Conference and Supercomputing 2017 offered global HPC aficionados new insights into the direction of advanced HPC technologies, and how those tools will empower the future of discovery and innovation. In case you missed it, here is a breakdown of all the action.

Dell EMC Brings Machine Learning to Mainstream Enterprises

This week at SC17, Dell EMC announced new machine learning and deep learning solutions, continuing the company’s work to bring high performance computing and data analytics capabilities to mainstream enterprises worldwide. “When you think about what this means for industries like financial services or personalized medicine, the possibilities are endless and exciting.”

Lenovo Accelerates AI to Solve Humanity’s Greatest Challenges

Today at SC17, Lenovo announced new initiatives designed to empower customers to embrace Artificial Intelligence and make it a true reality for their organizations to achieve augmented intelligence capabilities for increased productivity and transformative results. “Artificial intelligence is already having a profound impact on traditional business strategies and scientific research, and most senior leaders consider it a priority for the year ahead. To truly benefit from the vast amount of data available to organizations today, our customers must embrace AI as the vehicle to help them achieve success in today’s competitive business landscape,” said Kirk Skaugen, president, Lenovo Data Center Group. “With our newly opened, global AI innovation centers and a comprehensive product and service portfolio we are committed to helping bring their AI deployments to life.”

HPE Steps Up with AI Innovation at SC17

Today at SC17, Hewlett Packard Enterprise announced new high-density compute and storage solutions that enable enterprises to harness the power of high performance computing and artificial intelligence applications. “Today, HPE is augmenting its proven supercomputing and large commercial HPC and AI capabilities with new high-density compute and storage solutions to accelerate market adoption by enabling organizations of all sizes to address challenges in HPC, big data, object storage and AI with more choice and flexibility.”

SC17 Preview: Artificial Intelligence and The Virtuous Cycle of Compute

In this video, Pradeep Dubey from Intel Labs describes his upcoming SC17 Invited Talk on Artificial Intelligence. “Dubey will discuss how the convergence of AI, Big Data, HPC systems, and algorithmic advances are transforming the relationship between computers and humans, disrupting past notions of a partnership where humans made all the “intelligent” decisions.”

An Overview of AI in the HPC Landscape

The demand for performant and scalable AI solutions has stimulated a convergence of science, algorithm development, and affordable technologies to create a software ecosystem designed to support the data scientist. “It is very important to understand that time-to-model and the accuracy of the resulting model are really the only performance metrics that matter when training because the goal is to quickly develop a model that represents the training data with high accuracy.”

Intel and the Coming AI Revolution

In this video from the Intel HPC Developer Conference, Gadi Singer from Intel describes how the company is moving forward with Artificial Intelligence. “We are deeply committed to unlocking the promise of AI: conducting research on neuromorphic computing, exploring new architectures and learning paradigms.”

Video: Applying AI to Science

In this video from the Intel HPC Developer Conference, Prabhat from NERSC describes how AI applies to science. “Looking ahead, Prabhat sees broad applications for deep learning in scientific research beyond climate science—especially in astronomy, cosmology, neuroscience, material science, and physics.”

Intel at SC17: Showcasing HPC technologies, luminary speakers, and a virtual motorsports experience

This year at SC17, Intel offers many opportunities to learn about the newest technologies, emerging fields like Artificial Intelligence, and the ways organizations are applying those capabilities for real-world applications.”