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Primeur weekly 2019-04-01

Focus

A clarifying look at the ETP4HPC role in EuroHPC and opportunities for European SMEs ...

Exascale supercomputing

First U.S. exascale supercomputer to be a Cray Shasta system ...

Cray appoints new SVP of products as company prepares for exascale and expands into commercial market ...

Barcelona Supercomputing Center candidate to host one of the two largest supercomputers of the EU for 2021 ...

Quantum computing

D-Wave expands Leap Quantum Cloud Service and Application Environment to Europe and Japan ...

Groovenauts to release world's first business service powered with quantum computing technology ...

ColdQuanta appoints Robert "Bo" Ewald as President and Chief Executive Officer ...

Focus on Europe

Netherlands eScience Center launches new Call for Proposals: Innovative eScience Technologies for "Big Science" (eTEC-BIG) ...

Irish Centre for High-End Computing calls for participation to the Copernicus Hackathon Ireland ...

Helmholtz to base new AI flagship unit in Munich to strengthen its Germany-wide research network ...

ISC 2019 Conference keynote brings high performance computing to life ...

Boston and Asperitas introduce performance boosting Cloud & compute solutions powered by Immersed Computing ...

Middleware

SDSC and Sylabs spread the word on Singularity ...

HPCNow! joins Bright Partner Programme as Advanced Reseller and Services Partner ...

Turkish company Mevasis signs up to Bright reseller programme ...

Hardware

Inspur to offer BeeGFS for HPC and AI clusters ...

Massive Storage Systems and Technology Conference (MSST) announces distinguished keynoters and 5-day agenda of notable speakers ...

Fujitsu develops deep learning acceleration technology and achieves world's highest speed ...

Micron boosts client computing performance with introduction of new NVMe SSD portfolio ...

Oak Ridge National Laboratory helps identify challenges of extremely heterogeneous architectures ...

Applications

Modified deep-learning algorithms unveil features of shape-shifting proteins ...

Supercomputer simulations help combat tuberculosis granulomas ...

NCSA visualization team co-produces Birth of Planet Earth ...

Scientists develop way to perform supercomputer simulations of the heart on cellphones ...

Oak Ridge National Laboratory investigates complex uranium oxides with help from CADES resources ...

The Cloud

Vcinity expands Ultimate X technology for unleashing access to remote data ...

Fujitsu develops deep learning acceleration technology and achieves world's highest speed


1 Apr 2019 Kawasaki - Fujitsu Laboratories Ltd. has developed technology to improve the speed of deep learning software, which has now achieved the world's highest speed when the time required for machine learning was measured using the AI Bridging Cloud Infrastructure (ABCI) system, deployed by Fujitsu Limited for the National Institute of Advanced Industrial Science and Technology (AIST).

With the spread of deep learning in recent years, there has been a demand for algorithms that can execute machine learning processing at high speeds, and the speed of deep learning has accelerated by 30 times in the past two years. ResNet-50, a deep neural network for image recognition, is generally used as a benchmark to measure deep learning processing speed, comparing training times using image data from the ImageNet Large Scale Visual Recognition Challenge 2012 (ILSVRC2012), a contest of image recognition accuracy.

Based on the technology Fujitsu Laboratories has cultivated over its HPC development, the company has now developed a technology to expand computation volume per GPU without compromising training accuracy. Highly-efficient distributed parallel processing can be provided by appropriately adjusting the learning rate in accordance to the degree of the deep learning training progress. When this newly developed technology was applied to open source deep learning software using 2,048 GPUs in the ABCI system and measured for this benchmark, Fujitsu Laboratories confirmed that it beats the previous speed record by more than 30 seconds, completing the training in 74.7 seconds, the world's highest speed.

Fujitsu Laboratories will endeavor to further increase the speed of deep learning, aiming to implement practical applications of this newly developed technology for Fujitsu's servers and supercomputers.
Source: Fujitsu

Back to Table of contents

Primeur weekly 2019-04-01

Focus

A clarifying look at the ETP4HPC role in EuroHPC and opportunities for European SMEs ...

Exascale supercomputing

First U.S. exascale supercomputer to be a Cray Shasta system ...

Cray appoints new SVP of products as company prepares for exascale and expands into commercial market ...

Barcelona Supercomputing Center candidate to host one of the two largest supercomputers of the EU for 2021 ...

Quantum computing

D-Wave expands Leap Quantum Cloud Service and Application Environment to Europe and Japan ...

Groovenauts to release world's first business service powered with quantum computing technology ...

ColdQuanta appoints Robert "Bo" Ewald as President and Chief Executive Officer ...

Focus on Europe

Netherlands eScience Center launches new Call for Proposals: Innovative eScience Technologies for "Big Science" (eTEC-BIG) ...

Irish Centre for High-End Computing calls for participation to the Copernicus Hackathon Ireland ...

Helmholtz to base new AI flagship unit in Munich to strengthen its Germany-wide research network ...

ISC 2019 Conference keynote brings high performance computing to life ...

Boston and Asperitas introduce performance boosting Cloud & compute solutions powered by Immersed Computing ...

Middleware

SDSC and Sylabs spread the word on Singularity ...

HPCNow! joins Bright Partner Programme as Advanced Reseller and Services Partner ...

Turkish company Mevasis signs up to Bright reseller programme ...

Hardware

Inspur to offer BeeGFS for HPC and AI clusters ...

Massive Storage Systems and Technology Conference (MSST) announces distinguished keynoters and 5-day agenda of notable speakers ...

Fujitsu develops deep learning acceleration technology and achieves world's highest speed ...

Micron boosts client computing performance with introduction of new NVMe SSD portfolio ...

Oak Ridge National Laboratory helps identify challenges of extremely heterogeneous architectures ...

Applications

Modified deep-learning algorithms unveil features of shape-shifting proteins ...

Supercomputer simulations help combat tuberculosis granulomas ...

NCSA visualization team co-produces Birth of Planet Earth ...

Scientists develop way to perform supercomputer simulations of the heart on cellphones ...

Oak Ridge National Laboratory investigates complex uranium oxides with help from CADES resources ...

The Cloud

Vcinity expands Ultimate X technology for unleashing access to remote data ...