Deep Dive On Google’s Exascale TPUv4 AI Systems
It seems like we have been talking about Google’s TPUv4 machine learning accelerators for a long time, and that is because we have been. …
It seems like we have been talking about Google’s TPUv4 machine learning accelerators for a long time, and that is because we have been. …
Exascale supercomputing is just as important to Europe as it is to the United States and China, but each of these geopolitical regions on Earth has its own way of developing architectures, funding their development and production, and figuring out where the best HPC centers are to host such machines to maximize their effectiveness. …
Just ahead of the revelations about the feeds and speeds of the “Frontier” supercomputer at Oak Ridge National Laboratory concurrent with the International Supercomputing conference in Hamburg, Germany and the concurrent publishing of the summer Top500 rankings of supercomputers, we had a chat with Jeff Nichols, who has steered the creation of successive generations of supercomputers at Oak Ridge. …
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. …
Any time you build anything with more than 60 million parts, it is going to be a headache. …
Significant business and architectural changes can happen with 10X improvements, but the real milestones upon which we measure progress in computer science, whether it is for compute, storage, or networking, come at the 1,000X transitions. …
It is Google I/O 2022 this week, among many other things, and we were hoping for an architectural deep dive on the TPUv4 matrix math engines that Google hinted about at last year’s I/O event. …
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. …
If you need any proof that it doesn’t take the most advanced chip manufacturing processes to create an exascale-class supercomputer, you need look no further than the Sunway “OceanLight” system housed at the National Supercomputing Center in Wuxi, China. …
There are not many companies left on Earth that can field an exascale-class supercomputer. …
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