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Podcast: Where Deep Learning Is Going Next

In this Nvidia podcast, Bryan Catanzaro from Baidu describes how machines with Deep Learning capabilities are now better at recognizing objects in images than humans. “AI gets better and better until it kind of disappears into the background,” says Catanzaro — NVIDIA’s head of applied deep learning research — in conversation with host Michael Copeland on this week’s edition of the new AI Podcast. “Once you stop noticing that it’s there because it works so well — that’s when it’s really landed.”

Optimizing Your Code for Big Data

Libraries that are tuned to the underlying hardware architecture can increase performance tremendously. Higher level libraries such at the Intel Data Analytics Acceleration Library (Intel DAAL) can assist the developer with highly tuned algorithms for data analysis as well as machine learning. Intel DAAL functions can be called within other, more comprehensive frameworks that deal with the various types of data and storage, increasing the performance and lowering the development time of a wide range of applications.

Supercomputing Sandstorm Forecasts at BSC

“Over the past 15 years, a number of factors have resulted in an increase in the frequency, intensity, and operational impact of sand and dust storms in the Middle East and surrounding areas,” said Bob Richard, vice president, ARINC Direct for Rockwell Collins. “Integrating high-resolution forecast information into our flight and international trip support services will provide safety and performance benefits for business aviation operators in the region.”

Altair Moves Forward with Open Source PBS Pro and PBS Cloud at SC16

In this video from SC16, Bill Nitzberg provides an update on the Open Source release of PBS Professional workload management software. After that, Jeremie Bourdoncle announces the new Altair PBS Cloud. “Altair is excited to announce the upcoming availability of Altair PBS Cloud, its latest appliance solution to further cloud computing for organizations. Altair PBS Cloud is the solution to build and run high-performance computing (HPC) appliances for both public clouds, private clouds, and bare-metal infrastructure. Altair will release Altair PBS Cloud in the first quarter of 2017 following conclusion of a private preview.”

Cray Collaborates with Microsoft & CSCS to Scale Deep Learning

Today Cray announced the results of a deep learning collaboration with Microsoft CSCS designed to expand the horizons of running deep learning algorithms at scale using the power of Cray supercomputers. “Cray’s proficiency in performance analysis and profiling, combined with the unique architecture of the XC systems, allowed us to bring deep learning problems to our Piz Daint system and scale them in a way that nobody else has,” said Prof. Dr. Thomas C. Schulthess, director of the Swiss National Supercomputing Centre (CSCS). “What is most exciting is that our researchers and scientists will now be able to use our existing Cray XC supercomputer to take on a new class of deep learning problems that were previously infeasible.”

GPUs & Deep Learning in the Spotlight for Nvidia at SC16

In this video from SC16, Roy Kim from Nvidia describes how the company is bringing in a new age of AI with accelerated computing for Deep Learning applications. “Deep learning is the fastest-growing field in artificial intelligence, helping computers make sense of infinite amounts of data in the form of images, sound, and text. Using multiple levels of neural networks, computers now have the capacity to see, learn, and react to complex situations as well or better than humans. This is leading to a profoundly different way of thinking about your data, your technology, and the products and services you deliver.”

Call for Sessions: Open Fabrics Workshop 2017 in Austin

The OpenFabrics Alliance Workshop 2017 has issued their Call for Sessions. The event will take place March 27-31, 2017 in Austin, Texas. “An ongoing collaboration between OpenFabrics Software (OFS) producers and users is necessary to address difficult network challenges. The 13th Annual OpenFabrics Alliance (OFA) Workshop is a key industry event encouraging a dialogue that is geared toward strengthening high-performance networks end-to-end and represents a joint effort among open source networking community members.”

How Researchers Will Benefit from Canada’s National Data Cyberinfrastructure

“Individual institutions or organizations will have opportunities to deploy storage locally and can federate their local repository into the national system,” says Dr. Greg Newby, Compute Canada’s Chief Technology Officer. “This provides enhanced privacy and sharing capabilities on a robust, country-wide solution with improved data security and back-up. This is a great solution to address the data explosion we are currently experiencing in Canada and globally.”

Cobham Opera Simulation Software Moves Tokamak Closer to Fusion Energy

The Cobham Technical Services Opera software is helping Tokamak Energy to reduce the very high costs associated with prototyping a new fusion power plant concept,” said Paul Noonan, R&D Projects Director for ST40. “After we have built our new prototype, we hope to have assembled some profoundly exciting experimental and theoretical evidence of the viability of producing fusion power from compact, high field, spherical tokamaks.”

HPE Apollo 6500 for Deep Learning

“With up to eight high performance NVIDIA GPUs designed for maximum transfer bandwidth, the HPE Apollo 6500 is purpose-built for HPC and deep learning applications. Its high ratio of GPUs to CPUs, dense 4U form factor and efficient design enable organizations to run deep learning recommendation algorithms faster and more efficiently, significantly reducing model training time and accelerating the delivery of real-time results, all while controlling costs.”