AI
The Silicon Photonics Key to Building Better Neural Networks
The commercial realization of artificial intelligence has companies scrambling to develop the next big hardware technology breakthrough for this multi-billion dollar market. …
Search Results for simulations "neural networks"
HPC
Getting HPC Simulations to Speak Deep Learning
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
When Will AI Replace Traditional Supercomputing Simulations?
The science fiction of a generation ago predicted a future in which humans were replaced by the reasoning might of a supercomputer. …
AI
The Black Box Problem Closes in on Neural Networks
Explaining the process of how any of us might have arrived to a particular conclusion or decision by verbally detailing the variables, weights, and conditions that our brains navigate through to arrive at an answer can be complex enough. …
HPC
The Future We Simulate Is The One We Create
Investment in supercomputing and related HPC technologies is not just a sign of how much we are willing to bet on the future with someone else’s money, but how much we believe in it ourselves, and more importantly, how much we believe in the core idea that we can predict and therefore shape the future of the world. …
Compute
AWS Taps Nvidia NVSwitch For Liquid Cooled, Rackscale GPU Nodes
Since the advent of distributed computing, there has been a tension between the tight coherency of memory and its compute within a node – the base level of a unit of compute – and the looser coherency over the network across those nodes. …
Compute
The Art Of System Design As HPC And AI Applications Diverge
Predicting the future is hard, even with supercomputers. And maybe specifically when you are talking about predicting the future of supercomputers. …
AI
SambaNova Doubles Up Chips To Chase AI Foundation Models
One of the first tenets of machine learning, which is a very precise kind of data analytics and statistical analysis, is that more data beats a better algorithm every time. …
AI
Nvidia Speeds Up Large Language Modeling
Natural language processing has been an easy fit for these relatively early days of artificial intelligence. …
AI
China Stretches Another AI Framework To Exascale
The nexus of traditional high performance computing and artificial intelligence is a fact, not a theory, and the exascale-class machinery installed in the United States, Europe, China, and Japan will be a showcase for how these two powerful simulation and analytical prediction techniques can be brought together in many different ways. …