Sneak Peek: Intel Gaudi3 AI Accelerator

Wrapping up the event, Gelsinger provided an update on Intel Gaudi3, coming next year. He showed for the first time the next-generation AI accelerator for deep learning and large-scale generative AI models. Intel has seen a rapid expansion of its Gaudi pipeline due to growing and proven performance advantages combined with highly competitive TCO and pricing. With increasing demand for generative AI solutions, Intel expects to capture a larger portion of the accelerator market in 2024 with its suite of AI accelerators led by Gaudi.

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¹ Projection based on Oxford Economics, BCG, and McKinsey data.
² As measured by Perf/Watt on UL Procyon AI benchmark while running an int8 model on Intel Core Ultra 7 165H NPU vs. Intel Core i7-1370P GPU. See www.intel.com/PerformanceIndex for workloads and configurations. Results may vary.
³ As measured by PugetBenchPremier Pro Standard (v24.1) benchmark. Overall score on Intel Core Ultra 7 155H vs. AMD Ryzen 7 7840U. See www.intel.com/PerformanceIndex for workloads and configurations. Results may vary.
⁴ Source: Boston Consulting Group
⁵ Average performance gain as measured by the geomean of SPEC CPU rate, STREAM Triad, and LINPACK compared to 4th Gen Intel Xeon processor. See G1 at intel.com/processorclaims: 5th Gen Intel Xeon processors. Results may vary.
⁶ Average performance gain as measured by the geomean of SPEC CPU rate, STREAM Triad, and LINPACK compared to 4th Gen Intel Xeon processor. See G1 at intel.com/processorclaims: 5th Gen Intel Xeon processors. Results may vary.
⁷ See [T13] at intel.com/processorclaims: 5th Gen Intel Xeon Scalable processors. Results may vary.
⁸ See [T7] at intel.com/processorclaims: 5th Gen Intel Xeon Scalable processors. Results may vary.
⁹ Based on Intel's internal modeling as of December 2023. See A1, A2, A16 at intel.com/processorclaims: 5th Gen Intel Xeon processors. Results may vary.
¹⁰See [D7] at intel.com/processorclaims: 5th Gen Intel Xeon Scalable processors. Results may vary.
¹¹NVIDIA Tesla M60 GPU: Tested by Gallium as of 11/17/2023. 1-node, 1x GPU on AWS g3s.xlarge, 4vCPU, 30.5 GB memory, 8 GB GPU memory, Ubuntu 22.04 Kernel 5.17, Gallium custom Word2vec, Sequence Length 64, Batch Size 64. 4th Gen Intel® Xeon® Scalable: Tested by Gallium as of 11/28/2023. 1-node, 2x Intel® Xeon® Platinum 8488C on AWS m7i.xlarge, 16GB memory, Ubuntu 22.04 Kernel 5.17, Numenta Platform for Intelligent Computing V1.0, Numenta-Optimized BERT-Large, Sequence Length 64, BF16, Batch Size 64.
¹² AI and Machine Learning Survey, 22.2, Evans Data Corp, 2023.

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Kristie Taylor
1-512-924-0460
kristie.taylor@intel.com