NVIDIA Unveils Blackwell Architecture: Powering the Next Wave of Generative AI

Insights

April 10, 2024

Global AI

In a groundbreaking announcement, NVIDIA has unveiled its next-generation Blackwell GPU architecture, set to revolutionize the landscape of accelerated computing and pave the way for real-time generative AI powered by trillion-parameter large language models (LLMs).

The Blackwell platform, named after the pioneering mathematician and statistician David Harold Blackwell, boasts an impressive array of innovations that promise to deliver up to 25 times lower cost and energy consumption compared to its predecessor, the Hopper architecture. This leap in efficiency and performance is poised to unlock new frontiers in AI, enabling organizations to build and run real-time generative AI applications at an unprecedented scale.

At the heart of Blackwell lies the NVIDIA GB200 Grace Blackwell Superchip, a powerhouse that combines two B200 Tensor Core GPUs with a Grace CPU, all interconnected via an ultra-fast 900GB/s NVLink. This cutting-edge design allows for the creation of massive systems, such as the liquid-cooled GB200 NVL72 platform, which can harness the power of up to 72 Blackwell GPUs and 36 Grace CPUs to deliver a staggering 1.4 exaflops of AI performance.

Jensen Huang, Founder and CEO of NVIDIA, emphasized the transformative potential of Blackwell, stating, "Generative AI is the defining technology of our time. Blackwell is the engine to power this new industrial revolution. Working with the most dynamic companies in the world, we will realize the promise of AI for every industry."

The excitement surrounding Blackwell has already garnered support from major cloud providers, including Amazon Web Services, Google Cloud, Microsoft Azure, and Oracle Cloud Infrastructure, all eager to offer Blackwell-powered instances to their customers. Additionally, a wide range of partners, such as Dell Technologies, Meta, Microsoft, OpenAI, Oracle, Tesla, and many others across hardware, software, and sovereign clouds, are planning to integrate Blackwell into their products and services.

Sundar Pichai, CEO of Alphabet and Google, praised the longstanding partnership with NVIDIA and expressed enthusiasm for bringing the breakthrough capabilities of the Blackwell GPU to Google Cloud customers and teams, accelerating future discoveries. Similarly, Mark Zuckerberg, Founder and CEO of Meta, highlighted the potential of Blackwell to train Meta's open-source Llama models and build the next generation of Meta AI and consumer products.

The Blackwell architecture and its supporting software stack are expected to catalyze new breakthroughs across various industries, from engineering and chip design to scientific computing and generative AI. With its massive performance gains and enhanced efficiency, Blackwell could be the key to realizing real-time trillion-parameter AI for enterprises, ushering in a new era of AI-driven innovation.

As the AI landscape continues to evolve at a breakneck pace, NVIDIA's Blackwell architecture stands poised to lead the charge, empowering organizations to harness the full potential of generative AI and transform industries worldwide. With the support of major tech giants and a growing ecosystem of partners, Blackwell is set to become the engine that powers the next wave of AI-driven breakthroughs, shaping the future of technology and society as we know it.

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