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On Wednesday, Nvidia introduced a collaboration with Microsoft to construct a “large” AI-focused cloud laptop. It’s going to reportedly use tens of 1000’s of high-end Nvidia GPUs for functions like deep studying and huge language fashions. The businesses purpose to make it probably the most highly effective AI supercomputers on this planet.
In flip, the brand new supercomputer will characteristic 1000’s of models of what’s arguably the world’s strongest GPU, the Hopper H100, which Nvidia launched in October. Nvidia can even present its second strongest GPU, the A100, and can use its Quantum-2 InfiniBand networking platform, which may switch knowledge at 400 gigabits per second between servers, linking them collectively in a robust cluster.
In the meantime, Microsoft will contribute its Azure cloud infrastructure and ND and NC collection digital machines. Nvidia’s AI Enterprise platform will tie all of it collectively. The businesses can even collaborate on DeepSpeed, Microsoft’s deep studying optimization software program.
In an announcement, Nvidia talked about the functions the joint supercomputer may serve:
“As a part of the collaboration, Nvidia will use Azure Scalable Digital Machine Situations to additional analysis and speed up developments in generative AI, a quickly rising space of AI the place foundational fashions just like the Megatron Turing NLG 530B are the muse. for unsupervised self-learning algorithms. to create new textual content, code, digital photographs, video or audio”.
The previous 12 months has seen a fast rise in generative AI fashions akin to Secure Diffusion and DALL-E, which may synthesize novel photographs on demand. Comparable fashions have appeared that may create video, synthesize voices, and carry out transcriptions, amongst different makes use of. Because the computational demand for generative AI will increase, Nvidia and Microsoft intend to be there to fulfill it.
As soon as Nvidia and Microsoft’s cloud computing is on-line, prospects can deploy 1000’s of GPUs on a single cluster to “prepare even probably the most large massive language fashions, construct probably the most advanced recommender programs at scale, and allow generative AI at scale,” based on Nvidia. .
The businesses didn’t present particulars on when the brand new supercomputer might be prepared, however stated the announcement marks the beginning of a “multi-year collaboration.” The cloud laptop is prone to improve in capability over time.
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Nvidia and Microsoft team up to build massive AI cloud computer