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ABI Research:GTC 2025:Token经济重新定义AI算力疆界白皮书(英文版)(15页).pdf

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1、GTC 2025:REDEFINING AIS COMPUTATIONAL HORIZON WITH TOKEN ECONOMYGTC 2025:REDEFINING AIS COMPUTATIONAL HORIZON WITH TOKEN ECONOMYNVIDIAs GPU Technology Conference(GTC 2025)marked a watershed moment,with in-person attendance surging to 25,000 attendees representing 800 global companiesup from 16,000 t

2、he previous yearwhile virtual participation held steady at approximately 300,000.The exhibition floor expanded to nearly 400 companies,with notable growth in the startup pavilion.The evident excitement throughout the event evoked memories of the early Mobile World Congress gatherings of the 2000s or

3、 Microsofts Professional Developers Conferences in their mid-2000s heyday.Jensen Huangs keynote articulated a paradigm shift transcending Moores Law,presenting a computational architecture vision operating at unprecedented scale to support next-gen-eration Artificial Intelligence(AI)frameworks,inclu

4、ding agentic systems.Despite its technical complexity,the message was clear:we are witnessing a fundamental transition from general purpose to accelerated computing,driven by exponential AI demand.This transformation redefines AI computational efficiency around quality token generationthe foundation

5、 of Generative Artificial Intelligence(Gen AI)and Agentic AI systems.The new paradigm integrates three critical elements:raw Graphics Processing Unit(GPU)perfor-mance,sophisticated GPU-GPU interconnect communications,and optimized storage-GPU interactions,all enhanced by workload-specific libraries(

6、CUDA-X)tailored to targeted ver-ticals and specific use cases.While competitors remain fixated on benchmarking individual chips using traditional metrics like Trillions of Operations Per Second(TOPS)or Floating Point Operations Per Second(FLOPS),NVIDIA has shifted the evaluation paradigm from data p

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本文主要介绍了NVIDIA在2025年GTC大会上的一系列重要宣布和战略方向。 1. NVIDIA展示了其新的计算架构愿景,以支持下一代人工智能(AI)框架,包括代理系统。这种转变定义了AI计算效率,围绕质量代币生成,这是生成式人工智能(Gen AI)和代理AI系统的基石。 2. NVIDIA推出了Dynamo,这是一个开创性的开源分布式推理框架,旨在显着提高代币生成效率,这是AI计算性能的新基准。 3. NVIDIA扩展了其DGX产品组合,推出了新的AI超级计算机解决方案,以支持深度学习(DL)、AI和高级分析工作负载。 4. NVIDIA强调了量子计算的成功将通过与经典计算的混合集成实现,而不是作为独立的替代品。 5. NVIDIA展示了其对硅光子学的支持,以解决AI数据中心或AI工厂的功率和数据吞吐量扩展挑战。 6. NVIDIA的这些宣布和战略方向表明,它正在努力成为AI经济的基石,并推动AI技术的创新和标准化。
2025年GTC大会上NVIDIA如何重新定义AI计算效率? NVIDIA的Dynamo框架如何优化大规模推理工作负载? NVIDIA如何通过物理AI基础设施推动机器人流程优化?
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