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NVIDIA is set to present a series of cutting-edge advancements at Hot Chips 2024, a premier conference for processor and system architects. The company will highlight innovations in data center performance, energy efficiency, and AI-driven chip design.
Unveiling the NVIDIA Blackwell Platform
- NVIDIA Blackwell: NVIDIA will reveal details about its Blackwell platform, which integrates multiple chips, systems, and CUDA software to power the next generation of AI across various industries. The Blackwell GPU, Grace CPU, and other components work together to set a new standard for AI and accelerated computing performance.
- GB200 NVL72 Solution: The NVIDIA GB200 NVL72, a multi-node, liquid-cooled, rack-scale solution, connects 72 Blackwell GPUs and 36 Grace CPUs, providing unparalleled AI system design. This solution enables up to 30x faster inference for large language models (LLMs), facilitating real-time processing of trillion-parameter models.
Pioneering Liquid-Cooling Technologies
- Hybrid Cooling: NVIDIA’s researchers will discuss hybrid cooling solutions that combine air and liquid cooling to enhance energy efficiency in data centers. These techniques not only cool systems more effectively but also reduce power consumption and space requirements, allowing data centers to expand their compute power.
- COOLERCHIPS Project: As part of the U.S. Department of Energy’s COOLERCHIPS initiative, NVIDIA is developing advanced cooling technologies using the Omniverse platform to create digital twins. These models help optimize energy consumption and cooling efficiency in data center designs.
AI-Driven Processor Design
- AI Models for Chip Design: NVIDIA is leveraging AI to revolutionize semiconductor design. AI models are enhancing design quality, productivity, and automation, assisting engineers with tasks like code generation, debugging, and optimization.
- Agent-Based AI Systems: NVIDIA is developing AI agents powered by large language models (LLMs) to autonomously complete tasks in microprocessor design. These agents interact with designers, use customized tools, and learn from human and agent experiences, offering broad applications across industries.
Conclusion
NVIDIA’s presentations at Hot Chips 2024 underscore its leadership in data center technology and AI-driven innovation. From the NVIDIA Blackwell platform to advanced cooling solutions and AI-enhanced chip design, NVIDIA continues to push the boundaries of what’s possible in computing.
