In the ever-evolving landscape of artificial intelligence (AI), breakthroughs in hardware technology play a pivotal role in shaping the future. The NVIDIA H100 Tensor Core GPU stands at the forefront, representing a quantum leap in AI applications and deployment. As the world’s most advanced data center GPU for AI and high-performance computing (HPC), the H100 is not merely an incremental upgrade; it is a game changer with revolutionary features that promise to redefine the capabilities of AI.

The Technological Marvel:

At the heart of the H100 is an impressive 80 billion transistors, a testament to its technological prowess. Built on the TSMC custom important animator process, this GPU features a new Transformer engine that accelerates machine learning techniques originally developed at Google. This engine is responsible for creating some of the world’s largest and most complex ML models, paving the way for unprecedented advancements in AI.

The H100 boasts key technical features that set it apart from its predecessors. With fourth-generation Tensor Cores and a Transformer Engine with FP8 precision, it promises up to 9 times faster AI training and up to 30 times faster AI inference compared to the A100, released just two years ago. The device is equipped with more Tensor and CUDA cores, higher clock speeds, 50MB of Level 2 cache, and an impressive 80GB of HBM3 memory with twice the bandwidth of its predecessor at 3 TB/sec.

Revolutionizing AI Applications:

One of the standout features of the H100 is its optimization for developing, training, and deploying generative AI, large language models (LLMs), and recommender systems. Its ability to accelerate deep learning is a game changer, offering up to 12 times faster speed over NVIDIA DGX™ A100 systems for large language models, all while maintaining low latency in power-constrained data center environments.

The real impact of the H100 is felt in its capacity to speed up large language models (LLMs) by a staggering 30 times over the previous generation, setting a new standard for conversational AI. This breakthrough is a significant stride towards achieving industry-leading AI capabilities, making the H100 an indispensable tool for businesses seeking to stay ahead in the AI race.

A Paradigm Shift in Accelerated Computing:

In conclusion, the NVIDIA H100 Tensor Core GPU marks a paradigm shift in accelerated computing. With unparalleled performance, scalability, and security, it is driving the next wave of AI and high-performance computing. Businesses can now achieve supercomputer-class performance with off-the-shelf parts, democratizing advanced AI and making it accessible at scale. The H100 is not just a technological marvel; it is a must-have for businesses aiming to make artificial intelligence applications truly mainstream.

Conclusion:

As we stand on the cusp of a new era in AI, the NVIDIA H100 GPU stands as a symbol of innovation and progress. Its groundbreaking features and capabilities open new possibilities for businesses, researchers, and developers alike. The H100 is not just a GPU; it is a catalyst for unleashing the true potential of artificial intelligence, bringing us closer to a future where AI is seamlessly integrated into our daily lives and business operations.

NVIDIA AI Enterprise Software Stack

NVIDIA H100 PCIe GPU Product Brief