Nvidia continues its quest to shoehorn AI into everything, including HPC

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Nvidia continues its quest to shoehorn AI into everything, including HPC
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GPU giant contends that a little fuzzy math can speed up fluid dynamics, drug discovery

Nvidia on Monday unveiled several new tools and frameworks for augmenting real-time fluid dynamics simulations, computational chemistry, weather forecasting, and drug development with everyone's favorite buzzword: AI.

In the case of computational chemistry, Nvidia says it was able to calculate 16 million structures 100x faster using its AI-accelerated Alchemi containers or NIMs compared to running the workload on GPUs without AI acceleration.NIMs at length in the past, but in a nutshell, Nvidia inference microservices are container images with all the frameworks, libraries, and dependencies necessary to achieve a desired goal.

"Altair, Cadence, Siemens, and others are exploring how to integrate these blueprints into their own services and products for design acceleration," Harris said. This has put Nvidia at a bit of a disadvantage to AMD, which not only makes CPUs for the stubbornest of HPC apps that refuse to transition, but its GPUs and APUs promise significantly higher performance. Theis arguably the most comparable part to Nvidia's Blackwell generation, with 81 teraFLOPS vector and 163 teraFLOPS matrix performance at double precision.

This is by no means a new course for Nvidia. The company's contributions to the HPC community following the debut ofBreaking into the HPC space at a time when it was dominated by CPU-based architectures required building new frameworks and adapting software to run on GPUs.Datacenters line up for 750MW of Oklo's nuclear-waste-powered small reactors

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