Machine Learning Pulls Processor Architectures onto New Path

If there was any question that machine learning would spawn chip designs aimed specifically at those applications, those doubts were laid to rest this year. The last 12 months have seen a veritable of explosion of silicon built for this new application space.

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News

Startup Launches Language Translator That Taps into Five-Petaflop Supercomputer

German-based startup DeepL has unveiled an AI-powered language translator that the company says outperforms the best available from some of the largest internet firms in the world. 

Deep Learning Hits 15 Petaflops on Cori Supercomputer

Researchers using the Department of Energy’s Cori supercomputer have broken the 10-petaflop barrier on two separate deep learning applications, one of which attained a peak throughput of 15 petaflops.

Landmark Microbiome Project Enlists IBM Supercomputing Grid

IBM is teaming up with four research institutions in an effort to study the effects of the human microbiome on autoimmune diseases. The effort, known as the Microbiome Immunity Project, is purported to be the “largest study to date of the bacteria in the human microbiome.”

Intel Spills Details on Knights Mill Processor

At the Hot Chips conference this week, Intel lifted the curtain a little higher on Knights Mill, a Xeon Phi processor tweaked for machine learning applications.

Next Big Academic Supercomputer Set for Debut in 2018

The National Science Foundation (NSF) is soliciting proposals from US universities to acquire a $60 million next-generation supercomputer two to three times as powerful as Blue Waters.

Swinburne University Makes Leap to Petascale with New Supercomputer

Melbourne’s Swinburne University is going to deploy its first petascale supercomputer, a Dell EMC machine that will be tasked to support cutting-edge astrophysics and other scientific research.

NASA Launches Supercomputer Servers into Space

Using off-the-shelf servers, NASA and HPE are devising a way to allow a Mars-bound spacecraft to house an on-board supercomputer.

Nimbus Data Unveils 50TB Flash Drive, on Path to 500TB

Flash storage specialist Nimbus Data has announced ExaDrive, an SSD that offers more capacity than any commercial hard disk drive (HDD) available today.

Free Supercomputing Course Offered Online

A free online course on the basics of supercomputing will be available on August 28 for anyone who signs up this month.

ORNL Begins Construction of Summit Supercomputer

Oak Ridge National Laboratory has begun to install Summit, the IBM-NVIDIA-powered system that is likely to become the most powerful supercomputer in the world when completed. More News

In Depth

Microsoft Takes FPGA-Powered Deep Learning to the Next Level

At the Hot Chips conference this week, Microsoft has revealed its latest deep learning acceleration platform, known as Project Brainwave, which the company claims can deliver “real-time AI.” The new platform uses Intel's latest Stratix 10 FPGAs. 

US Healthcare is Ripe for an AI Intervention

While AI is poised to sweep through major sectors of the economy over the next decade, perhaps no industry should be more welcoming to this technology than that of healthcare. And given that the US is the most technologically advanced nation in the world, and the one with the most expensive healthcare, the country could end up being the proving ground for AI-powered medicine.

Microsoft Boosts HPC Cloud Aspirations with Acquisition of Cycle Computing

Microsoft has bought Cycle Computing, an established provider of cloud orchestration tools for high performance computing users. The acquisition offers the prospect of tighter integration between Microsoft Azure’s infrastructure and Cycle’s software, but suggests an uncertain future for the technology on Amazon Web Services (AWS) and Google’s cloud platform.

Startup Aims to Ease the Pain of Developing Machine Learning Applications

One of the biggest impediments to more widespread use of AI is the lack of developer expertise in machine learning software.  Bonsai, a startup based in Berkeley, California, is looking to change that in a big way by offering a platform that abstracts away a lot of the low-level nuts and bolts that makes machine learning such a daunting challenge for businesses.

More In Depth News

This Week in HPC

Microsoft Grabs Cycle in Cloud Computing Race; NASA Launches HPC Equipment

Episode 190: Addison Snell and Michael Feldman discuss Microsoft's acquisition of Cycle Computing, plus HPE's supercomputer in space.

Read more | Previous Podcasts


1
Sunway TaihuLight - Sunway MPP, Sunway SW26010 260C 1.45GHz, Sunway
NRCPC
2
Tianhe-2 (MilkyWay-2) - TH-IVB-FEP Cluster, Intel Xeon E5-2692 12C 2.200GHz, TH Express-2, Intel Xeon Phi 31S1P
NUDT
3
Piz Daint - Cray XC50, Xeon E5-2690v3 12C 2.6GHz, Aries interconnect , NVIDIA Tesla P100
Cray Inc.
4
Titan - Cray XK7, Opteron 6274 16C 2.200GHz, Cray Gemini interconnect, NVIDIA K20x
Cray Inc.
5
Sequoia - BlueGene/Q, Power BQC 16C 1.60 GHz, Custom
IBM
6
Cori - Cray XC40, Intel Xeon Phi 7250 68C 1.4GHz, Aries interconnect
Cray Inc.
7
Oakforest-PACS - PRIMERGY CX1640 M1, Intel Xeon Phi 7250 68C 1.4GHz, Intel Omni-Path
Fujitsu
8
K computer, SPARC64 VIIIfx 2.0GHz, Tofu interconnect
Fujitsu
9
Mira - BlueGene/Q, Power BQC 16C 1.60GHz, Custom
IBM
10
Trinity - Cray XC40, Xeon E5-2698v3 16C 2.3GHz, Aries interconnect
Cray Inc.