Last updated 11 month ago
It's no secret that Nvidia is dominating within the AI space, with companies massive and small using its GPUs in addition to the CUDA software program stack to electricity their gadget-gaining knowledge of tasks. Intel CEO Pat Gelsinger says Team Green's achievement is partially the result of good fortune, as the latter enterprise enjoyed 15 years of Intel being inactive inside the discrete GPU space. Whether Intel can get fortunate within the coming years now that Gelsinger is back at the helm
Intel CEO Pat Gelsinger believes Nvidia's dominance in AI is greater the end result of success and now not necessarily the software program and hardware that Team Green has been growing over the past numerous years. As you'd count on, it did not take long for someone from Nvidia's machine learning group to fire returned at his statement, even though Gelsinger did provide an explanation for how Intel might also get fortunate inside the coming many years.
During an interview hosted by way of the Massachusetts Institute of Technology (MIT), Team Blue's leader turned into requested about Intel's AI hardware efforts and whether or not he believes they represent a aggressive advantage. Gelsinger started out by way of lamenting Intel's past mistakes, noting that Nvidia CEO Jensen Huang "were given rather lucky" with his guess on AI and Intel could have been just as fortunate had the agency now not given up at the Larrabee discrete GPU project.
Gelsinger went directly to provide an explanation for how his departure from Intel thirteen years in the past set the business enterprise on a bad trajectory where initiatives like Larrabee that "could have changed the shape of AI" were given canceled, permitting Nvidia to thrive with little or no competition in the excessive-performance computing space. Then he characterized Jensen Huang as a tough worker who turned into initially laser-centered on portraits generation however then become lucky sufficient to branch out into AI accelerators whilst the enterprise started transferring in that direction.
Related reading: The Last Time Intel Tried to Make a Graphics Card
Now that he is on the helm of Intel, Gelsinger is decided to direction-accurate with a method of "democratizing" AI. To that give up, Intel is looking to bake a neural processing unit (NPU) into every device and we can already see that with the release of the Meteor Lake CPU lineup. Another location where Intel will awareness is software program, with a variety of work being put into developing open-supply software libraries to dispose of the want for proprietary technology like CUDA.
Moving forward, Gelsinger says we are able to expect at least two decades of improvements in the AI area. He believes that due to the fact AI these days is in general used to tap into simple facts sets like text to create services like ChatGPT, there's a lot of room for improvements in training AI fashions for a whole lot of different programs the use of greater complex information sets.
Demand for AI hardware is developing swiftly, so Intel's investments into new chip factories may also repay in spades in the coming years. Even Nvidia is taking into consideration the usage of Intel as a manufacturing accomplice, and it'll be exciting to peer if the latter organization can use that interest to assist its foundry commercial enterprise be successful within the lengthy-term.
I labored at Intel on Larrabee packages in 2007. Then I went to NVIDIA to work on ML in 2008. So I turned into there at both locations at that time and I can say:
– Bryan Catanzaro (@ctnzr) December 20, 2023
NVIDIA's dominance didn't come from success. It got here from imaginative and prescient and execution. Which Intel lacked. Https://t.Co/ygUJZIQWLH
Gelsinger's remarks appearance extra like an admission that Intel made a massive mistake in giving up on its discrete GPU ambitions for over a decade, but they nonetheless invited a reaction from Nvidia's VP of Applied Deep Learning Research, Bryan Catanzaro. Catanzaro explains that he changed into a part of the Larrabee task at Intel before moving on to paintings at Nvidia and, from his point of view, Nvidia's dominance got here from executing a imaginative and prescient that Intel actually lacked.
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