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AI is the most powerful new technology of our time, but it’s been a force that’s hard to harness for many enterprises — until now. Many companies lack the specialized skills, access to large datasets or accelerated computing that deep learning requires. Others are realizing the benefits of AI and want to spread them quickly across more products and services. For both, there’s a new roadmap to enterprise AI. It leverages technology that’s readily available, then simplifies the AI workflow with NVIDIA TAO and NVIDIA Fleet Command to make the trip shorter and less costly. Grab and Go AI Models The journey begins with pre-trained models. You don’t have to design and train a neural network from scratch in 2021. You can choose one of many available today in our NGC catalog . We’ve curated models that deliver skills to advance your business.  They span the spectrum of AI jobs from computer vision and conversational AI to natural-language understanding and more. Models … [Read more...] about Fast Track to Enterprise AI: New NVIDIA Workflow Lets Any User Choose, Adapt, Deploy Models Easily

NVIDIA is collaborating with biopharmaceutical company AstraZeneca and the University of Florida’s academic health center, UF Health, on new AI research projects using breakthrough transformer neural networks. Transformer-based neural network architectures — which have become available only in the last several years — allow researchers to leverage massive datasets using self-supervised training methods, avoiding the need for manually labeled examples during pre-training. These models, equally adept at learning the syntactic rules to describe chemistry as they are at learning the grammar of languages, are finding applications across research domains and modalities. NVIDIA is collaborating with AstraZeneca on a transformer-based generative AI model for chemical structures used in drug discovery that will be among the very first projects to run on Cambridge-1 , which is soon to go online as the UK’s largest supercomputer. The model will be open sourced, available to researchers and … [Read more...] about Drug Discovery Gets Jolt of AI via NVIDIA Collaborations with AstraZeneca, U of Florida Health

It can be difficult to find truly cheap MacBook Pro deals. These are premium laptops, and the jewel in Apple's lineup of luxury laptops. That means they don't tend to lose too much of their value, however recent price drops have shown us that MacBook Pro deals perhaps aren't as rare these days as they once were. MacBook Pro prices already start pretty high, which does give retailers plenty of scope for discounting during sales periods. However, demand is equally high for these machines - which means fewer cheap MacBook Pro deals during the rest of the year. That's not to say a discount isn't out there, though - in fact we've seen the latest M1 range of MacBook Pros pretty much constantly on sale since release. That's why we're bringing you all the latest cheap Macbook Pro deals from around the web right here. You want the best there is, but there's no reason to pay more than you should for it. If you want to save some money you could check out the other non-Pro MacBook deals … [Read more...] about The best cheap MacBook Pro deals, prices and sales in April 2021

On Sunday, the French National Assembly voted to ban some short-haul flights in favor of train travel. If the measure is formally approved, it would mean the end to domestic flights on routes where the journey could also be completed by train in 2.5 hours or less. It's the kind of news that will have some cheering in delight as one of the world's richest nations makes a strong statement about the need to cut carbon emissions. However, there will probably be less impact than you might first expect. For one thing, connecting flights won't be affected, so international travelers won't have to worry about having to navigate the train system from Charles De Gaulle International airport. In fact, French lawmakers are only proposing to cancel five routes in total. Yes, just five : Paris Orly to Bordeaux, Paris Orly to Lyon, Paris Orly to Nantes, Paris Orly to Rennes, and Lyon to Marseille. And while France has a high-speed train network that we in America can only look at with envy, the … [Read more...] about France bans air travel that could be done by train in under 2.5 hours

The Arm ecosystem got a booster shot of advances from NVIDIA at GTC today. NVIDIA discussed work with Arm-based silicon, software and service providers, showing the potential of energy-efficient, accelerated platforms and applications across client, cloud, HPC and edge computing. NVIDIA also announced three new processors built around Arm IP, including “Grace,” its first data center CPU which takes AI, cloud and high performance computing to new heights. Separately, the new BlueField-3 data processing unit ( DPU ) sports more Arm cores, opening doors to new more powerful applications in data center networking. And NVIDIA DRIVE Atlan becomes the company’s first processor for autonomous vehicles packing an Arm-enabled DPU, showing the potential for high performance networks in automaker’s 2025 models. A Vision of What’s Possible In his GTC keynote , NVIDIA CEO Jensen Huang shared his vision for AI, HPC, data science, graphics and more. He also reaffirmed his pledge to … [Read more...] about NVIDIA Gives Arm a Second Shot of Acceleration