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Wednesday, May 20, 2020

Microsoft's OpenAI Supercomputer has 285,000 CPU Cores, 10,000 GPUs


As reported by EngadgetLast year, Microsoft invested $1 billion in Open AI, a company co-founded by Elon Musk that focuses on the development of human-friendly artificial intelligence. Today at the Build 2020 developer conference, we're seeing the first results of that investment. Microsoft announced that it has developed an Azure-hosted supercomputer built expressly for testing OpenAI's large-scale artificial intelligence models. 

While we've seen many AI implementations focused on single tasks, like recognizing specific objects in images or translating languages, a new wave of research is focused on massive models that can perform multiple tasks at once. As Microsoft notes, that can include moderating game streams or potentially generating code after exploring GitHub. Realistically, these large-scale models can actually make AI a lot more useful for consumers and developers alike. 

The OpenAI supercomputer is powered by 285,000 CPU cores and 10,000 GPUs (each of which are also united by speedy 400 gigabit per second connections). And while Microsoft didn't reveal any specific speed capability, the company says it's the TOP500 list of publicly disclosed supercomputers.

At this point, it's unclear how, exactly, OpenAI will take advantage of such a powerful system. But we can at least expect the results to be interesting. The non-profit is best known for developing an algorithm that could write convincing fake news, as well as proving that even bots learn to cheat while playing hide and go seek.

Maybe OpenAI will take a note from Microsoft and develop something like its Turing models for natural language generation, a large-scale AI implementation that's powering things like real-time caption generation in Teams. It's backed by 17 billion parameters for understanding language -- a particularly impressive number when competing solutions clocked 1 billion parameters last year. Microsoft also announced that it's making the Turing models open source, so developers will be able to use it for their own language processing needs soon.

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