英伟达AI盛会GTC揭幕，最强AI芯片Blackwell来了！

华尔街见闻03-19

》》全程回顾：英伟达 GTC 2024 主题演讲英伟达称，Blackwell的成本和能耗较前代改善25倍，是全球最强大芯片，由 2080 亿个晶体管组成，采用台积电4nm制程，支持多达10万亿参数的模型进行AI训练和实时大语言模型（LLM）推理；GB200 NVL72推理性能较H100提升高达30倍；亚马逊、微软、谷歌和甲骨文在首批提供Blackwell支持的云服务商之列；台积电和Synopsys...

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亿个晶体管组成，采用量身定制的台积电4纳米（nm）工艺制造，两个reticle极限GPU裸片将10 TB/秒的芯片到芯片链路连接成单个统一的GPU 。第二代 Transformer引擎：结合了Blackwell Tensor Core技术和TensorRT-LLM和 NeMo Megatron 框架中的 英伟达先进动态范围管理算法，Blackwell 将通过新的4位浮点AI 支持双倍的计算和模型大小推理能力。第五代 NVLink：为提高数万亿参数和混合专家AI 模型的性能，最新一代英伟达NVLink为每个 GPU 提供了突破性的 1.8TB/s 双向吞吐量，确保最复杂LLM之间多达576 个GPU 之间的无缝高速通信。RAS 引擎 ：Blackwell 支持的 GPU 包含一个专用引擎，实现可靠性、可用性和服务性。 此外，Blackwell 架构还增加了芯片级功能，利用基于AI的预防性维护进行诊断和预测可靠性问题。这可以最大限度地延长系统正常运行时间，并提高大部署规模AI的弹性，使其能连续运行数周甚至数月，并降低运营成本。安全人工智能：先进的机密计算功能可在不影响性能的情况下保护AI模型和客户数据，并支持新的本机接口加密协议，这对于医疗保健和金融服务等隐私敏感行业至关重要。解压缩引擎：专用解压缩引擎支持最新格式，加快数据库查询，提供数据分析和数据科学的最高性能。 未来几年，在企业每年花费数百亿美元的数据处理方面，将越来越多地由 GPU 加速。GB200 NVL72推理性能较H100提升高达30倍英伟达同时介绍超级芯片GB200 Grace Blackwell Superchip，它通过 900GB/s的超低功耗NVLink，将两个B200 Tensor Core GPU 连接到NVIDIA Grace CPU。为了获得最高的 AI 性能，GB200 驱动的系统可以与周一同时宣布的英伟达Quantum-X800 InfiniBand 和 Spectrum-X800 以太网平台连接，这些平台可提供速度高达 800Gb/s 的高级网络。GB200是英伟达GB200 NVL72 的关键组件，GB200 NVL72 是一种多节点、液冷、机架规模系统，适用于计算最密集的工作负载。 它结合了 36 个 Grace Blackwell 超级芯片，其中包括通过第五代 NVLink 互连的 72 个 Blackwell GPU 和 36 个 Grace CPU。GB200 NVL72 还包括 NVIDIA BlueField®-3 数据处理单元，可在超大规模 AI 云中实现云网络加速、可组合存储、零信任安全性和 GPU 计算弹性。相比数量的H100 Tensor Core GPU 相比，GB200 NVL72 对于 LLM 推理工作负载的性能提升高达 30 倍，并将成本和能耗降低高达 25 倍。GB200 NVL72平台充当单个 GPU具有 1.4 exaflops 的 AI 性能和 30TB 的快速内存，是最新 DGX SuperPOD 的构建块。英伟达推出服务器主板HGX B200，它通过 NVLink 连接八个 B200 GPU，以支持基于 x86 的生成式 AI 平台。 HGX B200 通过英伟达Quantum-2 InfiniBand 和 Spectrum-X 以太网网络平台支持高达 400Gb/s 的网络速度。亚马逊、微软、谷歌和甲骨文在首批提供Blackwell支持的云服务商之列Blackwell芯片将成为亚马逊、微软、谷歌这类全球最大数据中心运营商部署新电脑和其他产品的基础。基于Blackwell的产品将在今年晚些时候问世。英伟达称，亚马逊云AWS、谷歌云、微软云Azure 和甲骨文云基础设施Oracle Cloud Infrastructure将成为首批提供Blackwell支持实例的云服务提供商，英伟达云合作伙伴计划的成员公司Applied Digital、CoreWeave、Crusoe、IBM Cloud 和 Lambda 也将成为首批提供 Blackwell 实例的云服务提供商。 面向主权的Sovereign AI 云还将提供基于 Blackwell 的云服务和基础设施，包括 Indosat Ooredoo Hutchinson、Nebius、Nexgen Cloud、Oracle欧盟主权云、Oracle 美国、英国和澳大利亚政府云、Scaleway、Singtel、Northern Data Group 的 Taiga Cloud、 Yotta Data Services 的 Shakti Cloud 和 YTL Power International。黄仁勋说，“三十年来，我们一直在追求加速计算，目标是实现深度学习和AI这类方面的变革性突破。生成式AI是我们这个时代的决定性技术。 Blackwell是推动这场新工业革命的引擎。 通过与世界上最具活力的公司合作，我们将实现AI在各行各业的承诺。”英伟达在公告通稿中列举了料将采用Blackwell的一些组织，比如微软、亚马逊、谷歌、Meta、戴尔、OpenAI、甲骨文、马斯克领导的特斯拉和 xAI。黄仁勋介绍了包括这些公司在内的更多合作伙伴。黄仁勋还提到，台积电和Synopsys将采用英伟达计算光刻技术，起用英伟达的计算光刻平台CuLitho。台积电和Synopsys已经整合英伟达的Culitho W软件。他们将用英伟达的下一代 Blackwell GPU 来实现AI 和 HPC 应用。新软件NIM让用户更容易利用已有英伟达GPU进行AI推理英伟达同时宣布推出名为英伟达NIM的推理微服务，它是优化的云原生微服务，旨在缩短生成式 AI 模型的上市时间并简化它们在云、数据中心和 GPU 加速工作站上的部署。英伟达NIM通过使用行业标准 API 抽象化 AI 模型开发和生产包装的复杂性来扩展开发人员库。它是英伟达AI Enterprise 的一部分，为开发 AI 驱动的企业应用程序和在生产中部署 AI 模型提供了简化的路径。NIM让用户使用旧版英伟达GPU进行推理或运行AI软件的过程变得更容易，并允许企业客户继续用他们已有的英伟达GPU。推理所需的算力比最初训练新的AI模型的少。 NIM 让企业能运行自己的AI 模型，而不是从OpenAI 等公司购买AI的成果。基于英伟达服务器的客户只要订阅英伟达AI Enterprise 就可使用NIM，每个GPU每年的许可费用为 4500 美元。英伟达将与微软和Hugging Face 等AI公司合作，确保他们的AI模型能够在所有兼容的英伟达芯片上运行。使用NIM的开发者可以在自己的服务器或基于云的 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