超节点与 Scale up 网络专题之英伟达

讯石光通讯02-09

新闻导读为适配LLM参数扩容对TP、EP的严苛网络需求，英伟达推出三代超节点，持续升级NVLink提升带宽并规划更大规模方案。构建超高带宽、超低延迟的Scale up（纵向扩张）网络成为业界主流技术路径。ICC讯近日，东兴证券发布的研究报告《超节点与 Scale up 网络专题之英伟达：行业标杆，领先优势建立在 NVLink 和NVLink Switch 》显示，大语言模型（LLM）参数规模从千亿...

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up（纵向扩张）网络成为业界主流技术路径。ICC讯近日，东兴证券发布的研究报告《超节点与 Scale up 网络专题之英伟达：行业标杆，领先优势建立在 NVLink 和NVLink Switch 》显示，大语言模型（LLM）参数规模从千亿...</p>\n\n<a href=\"http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN2026020909323697a56327&s=b\">网页链接</a>\n\n</div>\n\n\n</article>\n</div>\n</body>\n</html>\n","isBrief":false,"type":0,"news_type":1,"symbol":"LU1066053197.SGD","symbol_name":"HSBC GIF GLOBAL EQUITY VOLATILITY FOCUSED \"AM3\" (SGDHDG) INC","start_time":0,"source_url":"http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN2026020909323697a56327&s=b","article_id":"2610504894","we_media_id":null,"thumbnails":[],"rights":{"source":"tencent","url":"http://gu.qq.com/resources/shy/news/detail-v2/index.html#/?id=nesSN2026020909323697a56327&s=b","rn_cache_url":null,"customStyle":"body{padding-top:10px;}#news_title{font-weight:bold;#titleStyle#;}#news_description span{font-size:12px;#descriptionStyle#;}.footer-note{#statement#}","selectors":".mod-LoadTzbdNews, 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》显示，大语言模型（LLM）参数规模从千亿级向万亿级乃至十万亿级演进，跨服务器张量并行（TP）成为必然选择；此外混合专家（MoE）模型在 Transformer 架构 LLM 中的规模化应用，更使跨服务器专家并行（EP）成为分布式训练和推理的关键技术需求。为应对 TP 和 EP 对网络带宽与延迟的极为严苛的要求，构建超高带宽、超低延迟的 Scale up 网络（纵向扩张网络）成为业界主流技术路径。目前英伟达超节点已经推出成熟方案。2024-2026 年，英伟达陆续推出 GH200 NVL72、GB200/ GB300NVL72、VR200 NVL72 三代超节点。●  Hopper 架构开启超节点 Scale up 初步探索。GH200 通过 NVLink 和 NVLink-C2C（Chip-to-Chip）技术，使得每个 GPU 可以访问其他所有 CPU 和 GPU 芯片的内存，实现 GPU 与 CPU 内存统一编址。●  Blackwell 架构推动 Scale up 标准化。GB200 NVL72 将 Scale-up 规模稳定在 72 个 GPU/机柜，形成可复制标准化方案。NVL72 由 18 个 Compute Tray（计算托架）和 9 个 Switch Tray（网络交换托架）构成。其中，Compute Tray 是计算核心单元，负责提供强大的计算能力；Switch Tray 是高速通信枢纽，用于实现 GPU 之间的高速数据交换。NVL72 背板通过“NVLink5 私有协议 + 铜线缆”将18 个 Compute Tray 中的 72 颗 B200 GPU 和 9 个 Switch Tray 中的 18 颗 NVSwitch 芯片进行满带宽全连接。●  Rubin架构推动Scale up方案带宽倍增。2026年1月CES展会，英伟达发布Rubin架构VR200 NVL72。其中 NVLink 6 Switch 实现单 GPU 的互连带宽提升至 3.6 TB/s，上代为 1.8TB/s。Scale out 方面，Spectrum-6 交换机支持 CPO（共封装光学）技术，将 32 个 1.6Tb/s 硅光光学引擎与交换芯片直接封装集成。在超节点方案上，英伟达处于领先优势。2024-2025 年，英伟达陆续推出 GH200 NVL72、GB200/ GB300NVL72 等成熟超节点解决方案。根据大摩预测，2025 年英伟达 GB200/300 NVL72 出货量约 2800 台。展望 2026-2027 年，英伟达计划推出 Vera Rubin NVL144 和 Rubin Ultra NVL576。互联 GPU 数将从 72 颗进一步向 576 颗发展。届时，英伟达将在新一代 Kyber 机架架构中引入 NVLink Switch Blade（NVLink 交换机刀片），通过 PCB 中板替代传统 5000+根有源铜缆。可以看到，Rubin Ultra NVL576 仍具有较强的工程创新能力。英伟达超节点的优势建立在 NVLink 和 NVLink Switch。为实现 AI 训练集群高带宽与低延迟数据传输，NVLink 重新设计通信架构，并引入一系列先进技术，包括网状拓扑、差分信号传输、流量调度信用机制、多Lane绑定技术、统一内存空间等。截止2025年，NVLink 5 Switch实现支持单GPU到GPU带宽1800GB/s，可构建 72 GPU 的 NVLink 域，总带宽达 130 TB/s（双向），支持 72 GPU 全互联通信。在后续计划中，NVSwitch Gen6 和 Gen7 的 GPU-to-GPU 通信带宽继续升级为 3.6TB/s。但另一方面，Scale up 网络兴起源于满足大模型分布式训练和推理中的张量并行(TP)与专家并行(EP)。目前 AI 产业也在探索降低 TP 与 EP 规模的技术方案，从而降低 Scale up 网络规模的上限。我们认为，Scaleup 网络的发展空间或限制英伟达在超节点领域的领先优势。为保持领先优势，实现 Scale up 网络和 Scaleout 网络融合或将成为英伟达超节点新的发展趋势。","kind":"news","is_publish_news":true,"is_publish_highlight":false,"is_publish_live":false,"is_publish_wemedia":null,"editions":null,"column":"","sentiment":"0","news_tag":"","news_rank":0,"symbols":[],"gpt_button":1,"need_auth":false,"code":"91000000","status":"200"},"commentList":[],"isCommentEnd":true,"newsSizeData":{"likeSize":0,"commentSize":0,"repostSize":0,"favoriteSize":0,"likeStatus":false,"favoriteStatus":false},"APP":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; 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