What breakthrough has Nvidia made in computer graphics?

Nvidia has developed RTX GPUs that combine hardware accelerated ray tracing, AI processing, and new algorithms to render graphics in real time, revolutionizing computer graphics.

Nvidia ACE is an AI-powered Avatar Cloud Engine that animates digital avatars using speech recognition, text-to-speech, and natural language understanding, and can be modified and deployed on cloud or device with TensorRT and Onyx.

How has accelerated computing impacted data centers?

Accelerated computing with GPU servers is more cost-effective and efficient for large language models than using CPU servers, providing 44 times the performance with only 3.2 gigawatt hours of energy consumption.

What is the significance of Nvidia's Grace Hopper processor?

Nvidia's Grace Hopper processor, with almost 600 gigabytes of memory, can impact every industry and improve every application with its AI capabilities, revolutionizing industries such as designing chips, electronic systems, CAE, CAD, EDA, and digital biology.

How is Nvidia extending AI to heavy industries?

Nvidia aims to extend AI to heavy industries by automating factories and robots with their first robotics full reference stack, Nova Orin.

NVIDIA's COMPUTEX 2023 Keynote: Revolutionizing Industries with Accelerated Computing and Generative AI

This article is a summary of a YouTube video "NVIDIA Keynote at COMPUTEX 2023" by NVIDIA

TLDR Nvidia's focus on accelerated computing and generative AI has led to a tipping point in revolutionizing industries with new technologies and potential for predicting almost anything with structured data.

Breakthroughs in Computing

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Nvidia's invention of RTX GPU has made real-time ray tracing possible, which is a giant breakthrough in computer graphics.
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The end of CPU scaling has led to the need for a new computing approach, and accelerated computing and generative AI are driving computing today.
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The new computing model has reached a tipping point and is now embraced by every computer and cloud company in the world.
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NVIDIA has increased overall throughput across all of their stack by 1 million x in 10 years, and improved computer graphics by 1000 times in just 5 years using AI and accelerated computing.
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The Grace super chip server has the ability to accommodate four Grace CPUs or two Grace super chips, providing enormous amounts of performance while consuming only half the power of x86 servers.

Importance of AI and Generative AI

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"Everything that you saw would've been utterly impossible without AI."
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Nvidia's AI operating system is the only one in the world that takes data processing from data processing to training, to optimization, to deployment and inference, making it the engine of AI today.
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The breakthrough in generative AI allows for the transformation of information from one form to another, such as text to proteins or images to 3D.
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Generative AI is the most important computing platform of our generation, with startups and Fortune 500 companies creating new applications to capitalize on its ability to automate and co-create.
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Every data center, every server will have generative AI capability, potentially changing the way we approach video communication.

Impact on Data Centers and Industries

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Grace Hopper, the world's first accelerated computing processor with a giant memory, is now in full production and can work on very large data sets.
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Grace Hopper, with its large memory capacity, is a game-changer for scaling out AI and deep learning recommender systems.
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NVIDIA's Grace Hopper computer allows for generative AI to be brought into every single data center in the world, potentially making every data center intelligent and software defined.
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NVIDIA is partnering with SoftBank to implement generative AI and software defined 5G stack into SoftBank data centers around the world, which could revolutionize the way data centers operate.
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Omniverse allows us to simulate, develop, build, and operate physical assets digitally, revolutionizing heavy industries and attracting enormous investments.

Q&A

What breakthrough has Nvidia made in computer graphics?

— Nvidia has developed RTX GPUs that combine hardware accelerated ray tracing, AI processing, and new algorithms to render graphics in real time, revolutionizing computer graphics.
What is Nvidia ACE?

— Nvidia ACE is an AI-powered Avatar Cloud Engine that animates digital avatars using speech recognition, text-to-speech, and natural language understanding, and can be modified and deployed on cloud or device with TensorRT and Onyx.
How has accelerated computing impacted data centers?

— Accelerated computing with GPU servers is more cost-effective and efficient for large language models than using CPU servers, providing 44 times the performance with only 3.2 gigawatt hours of energy consumption.
What is the significance of Nvidia's Grace Hopper processor?

— Nvidia's Grace Hopper processor, with almost 600 gigabytes of memory, can impact every industry and improve every application with its AI capabilities, revolutionizing industries such as designing chips, electronic systems, CAE, CAD, EDA, and digital biology.
How is Nvidia extending AI to heavy industries?

— Nvidia aims to extend AI to heavy industries by automating factories and robots with their first robotics full reference stack, Nova Orin.

Timestamped Summary

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00:00
Nvidia unveils new AI technology for medical, creative, and virtual applications, including powerful RTX GPUs and an AI-powered Avatar Cloud Engine.
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10:17
AI-infused characters in video games can revolutionize the future of gaming by interacting with players in a natural and personalized way. 💻 The System/360 computer revolutionized the industry, but accelerated computing and generative AI are the new path forward for a full stack re-engineering of data centers. 🚀 The new computing model has reached a tipping point with 4 million developers, 3000+ applications, and 40 million CUDA downloads, benefiting every computer and cloud company with lower costs and greater convenience. 💡 Investing in accelerated computing can provide 150 times more performance with three times more cost, making it a great deal for those who are power limited and don't want to invest in finding another data center.
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23:15
Nvidia's focus on accelerated computing for data centers and diverse range of applications has led to a tipping point in generative AI.
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30:53
Nvidia's deep learning software has reinvented computing, leading to the creation of new technologies and the potential for predicting almost anything with structured data.
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44:12
AI is revolutionizing industries with startups and Fortune 500 companies utilizing generative AI, Nvidia introducing the Grace Hopper processor, and the world's first AI factory with transformer engine and high-speed chip-to-chip link.
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1:02:40
Nvidia's Maxine 3D and Grace Hopper super chip bring immersive 3D video conferencing to mobile devices, while Nvidia MGX offers an open modular server design for diverse applications.
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1:13:34
Nvidia plans to expand AI into new territories with the help of their partners and new high-performance networking solutions like Spectrum-4 and BlueField-3.
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1:24:37
Nvidia is revolutionizing industries with AI-powered software and platforms, including Omniverse for virtual factory design, generative AI for personalized content creation, and Isaac AMR for autonomous mobile robots.