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HomeSearchHPC "deep learning"

Search Results for HPC "deep learning"

HPC

Getting HPC Simulations to Speak Deep Learning

October 12, 2018 Nicole Hemsoth 0

We have written much over the last few years about the convergence of deep learning and traditional supercomputing but as the two grow together, it is clear that the tools for one area don’t always mesh well with those of the other. …

AI

HPC File Systems Fail for Deep Learning at Scale

October 9, 2018 Nicole Hemsoth 3

Now that deep learning at traditional supercomputing centers is becoming a more pervasive combination, the infrastructure challenges of making both AI and simulations run efficiently on the same hardware and software stacks are emerging. …

AI

Deep Learning Infiltrating HPC Physics Domains

September 26, 2018 Nicole Hemsoth 0

While deep learning models might not be able to simulate large-scale physical phenomena in the same way purpose-built supercomputers and their application stacks do, there is more research emerging that shows how traditional HPC simulations can be augmented, if not replaced in some parts, by neural networks. …

Cloud

Singularity Containers for HPC & Deep Learning

March 19, 2018 Nishanth Dandapanthula 0

Containerization as a concept of isolating application processes while sharing the same operating system (OS) kernel has been around since the beginning of this century. …

HPC

Deep Learning on HPC Systems for Astronomy

February 27, 2018 0

On today’s episode of “The Interview” with The Next Platform we talk about the use of petascale supercomputers for training deep learning algorithms. …

AI

The Hard Limits for Deep Learning in HPC

January 26, 2018 Nicole Hemsoth 0

If the hype is to be believed, there is no computational problem that cannot be tackled faster and better by artificial intelligence. …

AI

Fujitsu Bets On Deep Learning And HPC Divergence

August 9, 2017 Timothy Prickett Morgan 2

One of the luckiest coincidences in the past decade has been that the hybrid machines designed for traditional HPC simulation and modeling workloads. …

AI

HPC to Deep Learning from an Asian Perspective

May 15, 2017 Laurence Liew 0

Big data, data science, machine learning, and now deep learning are all the rage and have tons of hype, for better—and in some ways, for worse. …

AI

Graphcore Thinks It Can Get An AI Piece Of The HPC Exascale Pie

June 2, 2022 Dylan Martin 0

For the last few years, Graphcore has primarily been focused on slinging its IPU chips for training and inference systems of varying sizes, but that is changing now as the six-year-old British chip designer is joining the conversation about the convergence of AI and high-performance computing. …

AI

Architecting Memory Pools For HPC And AI Applications Using CXL

March 14, 2022 Jeffrey Burt 0

Over the past decade, much of the focus with machine learning has been on CPUs and accelerators, primarily GPUs but also custom ASICs, with advances in the chip architecture aimed at boosting parallel math performance. …

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The Next Platform is published by Stackhouse Publishing Inc in partnership with the UK’s top technology publication, The Register.

It offers in-depth coverage of high-end computing at large enterprises, supercomputing centers, hyperscale data centers, and public clouds. Read more…

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