AI and Machine Learning

New information on AI and Machine Learning

Could Graphcore’s Second Chip Challenge NVIDIA?

Graphcore, a UK-based startup, launched its first Intelligence Processing Unit (IPU) for AI acceleration in 2018. Today it introduced its second-generation product for AI, a massively parallel chip with 59.4 billion transistors that delivers some 250 Trillion Operations per Second (TOPS). However, the company’s potential to challenge NVIDIA, the leader in data center AI, lies …

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RESEARCH PAPER: The Graphcore Second-Generation IPU

Graphcore, the U.K.-based startup that launched the Intelligence Processing Unit (IPU) for AI acceleration in 2018, has introduced the IPU-Machine. This second-generation platform has greater processing power, more memory and built-in scalability for handling extremely large parallel processing workloads. The well-funded startup has a blue-ribbon pedigree of engineers, advisers and investors, and enjoys a valuation …

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Intel’s New Chips Focus On AI

Today, Intel launched and disclosed new technologies across its portfolio of processors, with special emphasis on enhanced AI capabilities. Unlike its many competitors, who either produce a CPU, a GPU, an FPGA or an AI-specific accelerator, Intel’s strategy is “all of the above.” The company offers customers a range of solutions, from general purpose to …

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Does NVIDIA Selene Form A Wider Moat Than CUDA?

The annual International Supercomputer Conference (ISC), held virtually this year, kicked off today. Not surprisingly, NVIDIA has already made a few announcements of note. Especially of interest to me was the announcement of Selene, NVIDIA’s in-house 1+ Exaflop AI supercomputer, which ranks as the fastest industrial system in the USA and #7 overall in the …

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A Look At Graphcore’s AI Software

Software for new processor designs is critical to enabling application deployment and optimizing performance. UK-based startup Graphcore, the unicorn provider of silicon for application acceleration, places significant emphasis on software, dedicating roughly half its engineering staff to the challenge. Graphcore’s Intelligence Processing Unit (IPU) utilizes the expression of an algorithm as a directed graph, and …

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Microsoft Builds Massive Supercomputer For OpenAI, But Whose Chips Are Inside?

Microsoft has announced that the company has built a top 5 AI supercomputer for OpenAI, hosted in the Azure cloud. Microsoft invested a billion dollars in the OpenAI industry research group in 2019. The massive system is comprised of some 10,000 GPUs and over 285,000 CPU cores and will be used to advance the industry’s …

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