Here is the rewritten article in HTML format:
Introduction
In recent years, the trillion-dollar data center computing market has witnessed significant advancements, revolutionizing the way we process data. Processor and system architects from industry and academia come together at Hot Chips to explore the latest innovations in this space. For the next edition of Hot Chips in 2024, senior NVIDIA engineers will showcase their latest breakthroughs, sharing research on liquid cooling for data centers, AI agents for chip design, and more.
A Deep Dive into the NVIDIA Blackwell Platform
The NVIDIA Blackwell platform has raised the bar for AI system design, pushing the limits of physics to accelerate AI computing. At Hot Chips 2024, NVIDIA engineers will present their latest advancements in this platform, including new architectural details and examples of generative AI models running on Blackwell silicon.
Be Ready for Blackwell
The multi-node NVIDIA GB200 NVL72 solution is a perfect example of Blackwell’s capabilities. This unified system delivers up to 30x faster inference for LLM workloads, unlocking the ability to run trillion-parameter models in real time.
Keeping Data Centers Cool
Traditional air-cooled data centers may become a relic of the past as researchers develop more efficient and sustainable solutions that use hybrid cooling. The equipment for liquid cooling also takes up less space and consumes less power than air-cooling systems, allowing data centers to add more server racks and increase their overall compute power.
AI Agents Chip In for Processor Design
The development of cutting-edge processors is a significant challenge, requiring engineers to fit as much computing power as possible onto a small piece of silicon. AI models are supporting engineers in this process by improving design quality, boosting efficiency, and automating certain tasks.
Conclusion
In conclusion, the latest innovations from NVIDIA and its partners are pushing the boundaries of what is possible in the trillion-dollar data center computing market. From the NVIDIA Blackwell platform to AI agents and liquid cooling, these advancements will continue to transform the way we process data and build processing systems.
Frequently Asked Questions
What is Hot Chips?
Hot Chips is a deep technology conference that brings together processor and system architects from industry and academia to explore the latest innovations in the data center computing market.
What will be presented at Hot Chips 2024?
The NVIDIA team will present their latest advancements in the NVIDIA Blackwell platform, including new architectural details, AI agents for chip design, and more. They will also share research on liquid cooling for data centers and AI-powered inference solutions.
What is the significance of the NVIDIA Blackwell platform?
The NVIDIA Blackwell platform is designed to accelerate AI computing, delivering record-high throughput and low-latency inference. Its multi-node architecture enables AI model training and deployment at unprecedented scale and speed.
What role do AI agents play in processor design?
AI agents, powered by large language models (LLMs), can assist engineers in tasks such as coding, debugging, and design optimization, reducing the time and effort required to develop cutting-edge processors.
What are some key benefits of liquid cooling?
Liquid cooling provides significant benefits, including increased compute power, reduced energy consumption, and decreased physical space requirements.
