技术档案

AI算力AI compute

训练和运行AI的计算资源

每条都摘自下方编号的来源原文;只写事实,不写预测或建议。

技术简介

  • AI处理器执行支撑AI工作负载所需的矩阵乘法等复杂计算。6
    AI processors handle the complex computations, such as matrix multiplications, required to power AI workloads.
  • 复杂AI需求需要在CPU之外增加硬件,通过并行计算提升性能。6
    Complex AI needs require additional hardware beyond the CPU to unlock more performance through a parallel computing approach.

已有应用

  • OpenAI在Abilene使用含超过10万枚英伟达Blackwell GPU的OCI超级集群训练和服务GPT-6 Astra。1
    In Abilene, OpenAI has trained and served GPT-6 Astra on an OCI Supercluster with more than 100,000 NVIDIA Blackwell GPUs.
  • Azure的模型开发者现可使用AMD算力训练和服务大规模AI模型。3
    Frontier model builders can now leverage AMD-powered infrastructure to train and serve large-scale AI models, while enterprise customers can deploy and scale production AI workloads through Azure Foundry Managed Compute.
  • Anthropic和亚马逊已建成Project Rainier,Anthropic正在使用超过一百万枚Trainium2芯片训练和服务Claude。5
    Together we launched Project Rainier, one of the largest compute clusters in the world, and we currently use over one million Trainium2 chips to train and serve Claude.
  • IREN的AI Cloud平台提供大规模AI训练与推理基础设施。4
    IREN’s expansion to 150,000 GPUs builds on its approach to delivering large-scale infrastructure for AI training and inference.

为何此时

  • 2026年10月27日甲骨文与英伟达宣布拟扩至多吉瓦规模,支持增长中的AI训练、推理和智能体应用需求。1
    NVIDIA and Oracle today announced plans to expand Oracle Cloud Infrastructure (OCI) Superclusters with NVIDIA Vera Rubin NVL72 systems to multi-gigawatt scale, supporting growing customer demand for AI training, inference and agentic applications.
  • Anthropic称2026年Claude的企业与开发者需求加速,同时免费、Pro和Max用户的使用量大幅上升。5
    Enterprise and developer demand for Claude has accelerated in 2026, and alongside it we have experienced a sharp rise in consumer usage across our free, Pro, and Max tiers.

主要参与者

  • 甲骨文与英伟达宣布Vera Rubin NVL72及Vera CPU已在OCI正式可用。1
    Oracle and NVIDIA also expanded their AI infrastructure collaboration with the general availability of NVIDIA Vera Rubin NVL72 and NVIDIA Vera CPUs on OCI.
  • Anthropic采用覆盖AWS Trainium、谷歌TPU、英伟达GPU及AMD GPU的多芯片算力架构。2
    We have achieved this through our research breakthroughs and our multi-chip compute architecture across AWS Trainium, Google TPUs, NVIDIA GPUs, and AMD GPUs, enabling us to orchestrate workloads to optimize for price and performance.
  • AMD的Helios将MI455X GPU、EPYC Venice CPU、Pensando网络及ROCm软件集成于AI训练和推理机架平台。3
    AMD Helios combines AMD Instinct™ MI455X GPUs, AMD EPYC™ “Venice” CPUs, Pensando™ networking and ROCm™ software in an open, integrated rackscale platform built for large-scale AI training and inference.
  • IREN已签署超过50,000枚英伟达B300 GPU的采购协议。4
    IREN has entered into purchase agreements for over 50,000 NVIDIA B300 GPUs, expanding its total fleet to 150,000 GPUs.

来源

  1. 英伟达 · NVIDIA and Oracle Expand NVIDIA Vera Rubin to Multi-Gigawatt Scale and Bring NVIDIA Vera CPU to Oracle Cloud Infrastructure · 2026-10-27
  2. SEC · Anthropic, PBC - S-1 (Q2) · 2026-10-26
  3. newsroom.amd.com · Microsoft to Deploy Next-Gen AMD Instinct and AMD EPYC… · 2026-07-20
  4. iren.com · IREN Expands AI Cloud Fleet to 150,000 NVIDIA GPUs | IREN · 2026-03-03
  5. anthropic.com · Anthropic and Amazon expand compute collaboration · 2026-04-20
  6. intel.com · Artificial Intelligence (AI) Processors – Intel