661 lines
26 KiB
HTML
661 lines
26 KiB
HTML
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<head>
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<title>华为昇腾超节点 - 国产AI算力新纪元</title>
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.timeline-content {
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width: calc(100% - 50px);
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margin-left: 40px !important;
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.hero-section {
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padding: 40px 0;
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}
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}
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</style>
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</head>
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<body>
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<!-- Hero Section -->
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<section class="hero-section">
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<div class="container position-relative">
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<div class="row align-items-center">
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<div class="col-lg-8">
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<h1 class="display-4 fw-bold mb-4">华为昇腾超节点</h1>
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<p class="lead mb-4">国产AI算力新纪元，384卡高速互联突破通信瓶颈</p>
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<div class="d-flex flex-wrap gap-3">
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<div class="stat-box">
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<h3 class="mb-0">384</h3>
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<p class="mb-0">NPU高速互联</p>
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</div>
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<div class="stat-box">
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<h3 class="mb-0">2300+</h3>
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<p class="mb-0">Tokens吞吐量</p>
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</div>
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<div class="stat-box">
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<h3 class="mb-0">130亿</h3>
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<p class="mb-0">2023年销售额</p>
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</div>
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</div>
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</div>
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</div>
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</div>
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</section>
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<!-- Executive Summary -->
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<section class="py-5">
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<div class="container">
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<h2 class="section-title">核心观点摘要</h2>
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<div class="row">
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<div class="col-lg-12">
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<div class="alert alert-info" role="alert">
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<h4 class="alert-heading">华为昇腾超节点代表了国产AI算力架构的重大突破</h4>
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<p>通过创新的高速互联技术解决了大规模AI计算的通信瓶颈，在推理性能上已实现对英伟达H100的超越。在"主权AI"战略和芯片禁运背景下，昇腾超节点凭借技术突破和生态建设，正处于从技术验证到商业化落地的关键阶段，未来有望在国产算力替代浪潮中占据核心地位，带动整个产业链高速发展。</p>
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</div>
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</div>
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</div>
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</div>
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</section>
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<!-- Timeline -->
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<section class="py-5 bg-light">
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<div class="container">
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<h2 class="section-title">发展历程</h2>
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<div class="timeline">
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2018-2019</div>
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<p>华为推出昇腾310芯片（推理场景）和昇腾910芯片（训练场景），在全国建立28个城市的AI计算中心</p>
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</div>
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</div>
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2022</div>
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<p>昇腾整体销售额约为二十多亿</p>
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</div>
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</div>
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2023</div>
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<p>昇腾销售达到约130亿，订单达200亿左右；美国对华芯片出口限制加剧，推动国产替代加速</p>
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</div>
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</div>
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2024</div>
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<p>昇腾预计销售增长到200亿-300亿水平；昇腾910B芯片经过两次提价，市场价格超过10万/颗；互联网大厂开始批量采购</p>
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</div>
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</div>
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2025-04</div>
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<p>华为推出CloudMatrix 384超节点和MindSpore 2.6，大幅提升性能</p>
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</div>
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</div>
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2025-05</div>
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<p>华为正式推出昇腾超节点技术，实现业界最大规模的384卡高速总线互联</p>
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</div>
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</div>
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2025-07</div>
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<p>昇腾384超节点在WAIC上亮相，Decoding吞吐达到2300+Tokens，计算效率超过英伟达H100</p>
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</div>
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</div>
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<div class="timeline-item">
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<div class="timeline-content">
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<div class="timeline-year">2025-09</div>
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<p>灵衢(UB Mesh)超节点架构正式发布&开源，远期可到百万卡级别</p>
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</div>
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</div>
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</div>
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</div>
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</section>
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<!-- Technology Highlights -->
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<section class="py-5">
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<div class="container">
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<h2 class="section-title">技术亮点</h2>
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<div class="row">
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<div class="col-md-6 col-lg-3 mb-4">
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<div class="tech-card">
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<div class="tech-icon">
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<i class="bi bi-cpu"></i>
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</div>
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<h5>384卡高速互联</h5>
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<p>业界最大规模的超节点，解决集群内计算、存储等各资源之间的通信瓶颈</p>
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</div>
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</div>
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<div class="col-md-6 col-lg-3 mb-4">
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<div class="tech-card">
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<div class="tech-icon">
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<i class="bi bi-lightning"></i>
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</div>
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<h5>性能超越H100</h5>
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<p>Decoding吞吐达到2300+Tokens，计算效率超过英伟达H100，单卡decode吞吐1920 tokens/s</p>
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</div>
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</div>
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<div class="col-md-6 col-lg-3 mb-4">
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<div class="tech-card">
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<div class="tech-icon">
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<i class="bi bi-hdd-network"></i>
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</div>
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<h5>创新架构设计</h5>
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<p>摒弃以CPU为中心的冯·诺依曼架构，将每个网络、存储、GPU都独立作为节点中心</p>
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</div>
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</div>
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<div class="col-md-6 col-lg-3 mb-4">
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<div class="tech-card">
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<div class="tech-icon">
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<i class="bi bi-code-slash"></i>
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</div>
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<h5>软件生态完善</h5>
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<p>昇腾CANN 8.0对标英伟达CUDA，新增两百多个基础算式、八十多个融合算式</p>
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</div>
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</div>
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</div>
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</div>
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</section>
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<!-- Industry Chain -->
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<section class="py-5 bg-light">
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<div class="container">
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<h2 class="section-title">产业链分析</h2>
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<div class="industry-chain">
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<div class="chain-level">
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<div class="chain-level-title">
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<i class="bi bi-arrow-up-circle"></i> 上游：核心元器件和材料供应
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</div>
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<div class="chain-tags">
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<span class="chain-tag">中芯国际（芯片制造）</span>
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<span class="chain-tag">中际旭创（光模块）</span>
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<span class="chain-tag">新易盛（光模块）</span>
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<span class="chain-tag">深南电路（PCB）</span>
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<span class="chain-tag">华丰科技（连接器）</span>
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<span class="chain-tag">锐捷网络（交换机）</span>
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<span class="chain-tag">英维克（液冷系统）</span>
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</div>
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</div>
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<div class="chain-level">
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<div class="chain-level-title">
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<i class="bi bi-dash-circle"></i> 中游：服务器组装和系统集成
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</div>
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<div class="chain-tags">
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<span class="chain-tag">超聚变（30-40%份额）</span>
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<span class="chain-tag">华鲲振宇（属四川长虹）</span>
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<span class="chain-tag">神州数码</span>
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<span class="chain-tag">拓维信息</span>
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<span class="chain-tag">浪潮信息</span>
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</div>
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</div>
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<div class="chain-level">
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<div class="chain-level-title">
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<i class="bi bi-arrow-down-circle"></i> 下游：应用和解决方案
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</div>
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<div class="chain-tags">
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<span class="chain-tag">科大讯飞（一体机）</span>
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<span class="chain-tag">安恒信息（网络安全）</span>
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<span class="chain-tag">华为云（10%自用）</span>
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<span class="chain-tag">政府智算中心（50-60%应用）</span>
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<span class="chain-tag">互联网企业（20%市场）</span>
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</div>
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</div>
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</div>
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</div>
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</section>
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<!-- Core Companies -->
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<section class="py-5">
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<div class="container">
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<h2 class="section-title">核心公司</h2>
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<div class="row">
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<div class="col-md-6">
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<div class="company-card">
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<div class="company-icon">
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<i class="bi bi-building"></i>
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</div>
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<div class="company-info">
|
||
<h5>超聚变</h5>
|
||
<p>昇腾整机市场领导者，占30-40%份额，在互联网市场表现突出</p>
|
||
</div>
|
||
</div>
|
||
<div class="company-card">
|
||
<div class="company-icon">
|
||
<i class="bi bi-building"></i>
|
||
</div>
|
||
<div class="company-info">
|
||
<h5>华鲲振宇（四川长虹）</h5>
|
||
<p>昇腾整机市场第二大厂商，在政府计算中心项目表现突出</p>
|
||
</div>
|
||
</div>
|
||
<div class="company-card">
|
||
<div class="company-icon">
|
||
<i class="bi bi-cpu"></i>
|
||
</div>
|
||
<div class="company-info">
|
||
<h5>深南电路</h5>
|
||
<p>主板供应商，为昇腾超节点提供关键主板组件</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div class="col-md-6">
|
||
<div class="company-card">
|
||
<div class="company-icon">
|
||
<i class="bi bi-plug"></i>
|
||
</div>
|
||
<div class="company-info">
|
||
<h5>华丰科技</h5>
|
||
<p>连接器供应商，在昇腾超节点的铜连接领域有重要地位</p>
|
||
</div>
|
||
</div>
|
||
<div class="company-card">
|
||
<div class="company-icon">
|
||
<i class="bi bi-router"></i>
|
||
</div>
|
||
<div class="company-info">
|
||
<h5>中际旭创</h5>
|
||
<p>光模块供应商，在昇腾384超节点部署的6912个400G光模块中受益</p>
|
||
</div>
|
||
</div>
|
||
<div class="company-card">
|
||
<div class="company-icon">
|
||
<i class="bi bi-shield-check"></i>
|
||
</div>
|
||
<div class="company-info">
|
||
<h5>安恒信息</h5>
|
||
<p>网络安全领域唯一支持华为昇腾GPU算力的公司</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<!-- Future Outlook -->
|
||
<section class="py-5 bg-light">
|
||
<div class="container">
|
||
<h2 class="section-title">未来展望</h2>
|
||
<div class="row">
|
||
<div class="col-md-6">
|
||
<h4 class="mb-3">近期催化剂（未来3-6个月）</h4>
|
||
<div class="catalyst-item">
|
||
<div class="catalyst-icon">
|
||
<i class="bi bi-chevron-right"></i>
|
||
</div>
|
||
<div>
|
||
<h5>昇腾910C芯片发布</h5>
|
||
<p>新一代昇腾芯片换代在即，将在新一代Atlas 900集群中使用</p>
|
||
</div>
|
||
</div>
|
||
<div class="catalyst-item">
|
||
<div class="catalyst-icon">
|
||
<i class="bi bi-chevron-right"></i>
|
||
</div>
|
||
<div>
|
||
<h5>CloudMatrix 384超节点量产落地</h5>
|
||
<p>技术从实验室走向商业化，验证技术可行性和市场需求</p>
|
||
</div>
|
||
</div>
|
||
<div class="catalyst-item">
|
||
<div class="catalyst-icon">
|
||
<i class="bi bi-chevron-right"></i>
|
||
</div>
|
||
<div>
|
||
<h5>MindSpore 2.7发布</h5>
|
||
<p>支持大EP并行能力，实现多模态生成模型Day0迁移</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div class="col-md-6">
|
||
<h4 class="mb-3">长期发展路径</h4>
|
||
<div class="catalyst-item">
|
||
<div class="catalyst-icon">
|
||
<i class="bi bi-chevron-right"></i>
|
||
</div>
|
||
<div>
|
||
<h5>技术演进</h5>
|
||
<p>突破高速传输芯片技术，解决训练场景瓶颈，实现万卡甚至百万卡级别集群</p>
|
||
</div>
|
||
</div>
|
||
<div class="catalyst-item">
|
||
<div class="catalyst-icon">
|
||
<i class="bi bi-chevron-right"></i>
|
||
</div>
|
||
<div>
|
||
<h5>市场拓展</h5>
|
||
<p>从政府智算中心到互联网大厂，再到特定行业深度解决方案</p>
|
||
</div>
|
||
</div>
|
||
<div class="catalyst-item">
|
||
<div class="catalyst-icon">
|
||
<i class="bi bi-chevron-right"></i>
|
||
</div>
|
||
<div>
|
||
<h5>生态建设</h5>
|
||
<p>完善CANN计算架构、MindSpore框架，构建完整产业生态</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<!-- Stock Data -->
|
||
<section class="py-5">
|
||
<div class="container">
|
||
<h2 class="section-title">股票数据</h2>
|
||
<div class="stock-table">
|
||
<table class="table table-hover mb-0">
|
||
<thead>
|
||
<tr>
|
||
<th>股票代码</th>
|
||
<th>股票名称</th>
|
||
<th>相关度</th>
|
||
<th>核心逻辑</th>
|
||
</tr>
|
||
</thead>
|
||
<tbody>
|
||
<tr>
|
||
<td>250918</td>
|
||
<td>华为昇腾超节点</td>
|
||
<td>核心概念</td>
|
||
<td>华为昇腾超节点技术，384卡高速互联，性能超越英伟达H100</td>
|
||
</tr>
|
||
</tbody>
|
||
</table>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<!-- Risks -->
|
||
<section class="py-5 bg-light">
|
||
<div class="container">
|
||
<h2 class="section-title">潜在风险与挑战</h2>
|
||
<div class="row">
|
||
<div class="col-md-6">
|
||
<div class="risk-card">
|
||
<h5>技术风险</h5>
|
||
<p>国内尚无法制造出类似英伟达NVLink的传输芯片，导致传输速度受限，对训练任务带来较大困难；软件生态与英伟达CUDA相比仍有差距。</p>
|
||
</div>
|
||
<div class="risk-card">
|
||
<h5>商业化风险</h5>
|
||
<p>昇腾910B市场价格超过10万/颗，成本较高；昇腾384超节点部署3168根光纤和6912个400G光模块，整体系统成本较高。</p>
|
||
</div>
|
||
</div>
|
||
<div class="col-md-6">
|
||
<div class="risk-card">
|
||
<h5>政策与竞争风险</h5>
|
||
<p>美国对华芯片出口限制可能进一步加剧；国内AI芯片市场竞争日趋激烈，寒武纪、海光、昆仑芯等竞争对手崛起。</p>
|
||
</div>
|
||
<div class="risk-card">
|
||
<h5>应用场景局限</h5>
|
||
<p>目前昇腾超节点主要在推理场景有优势，在训练场景仍存在局限，限制了其应用范围；在特定领域如自动驾驶、科学计算等，适配性和优化程度可能不足。</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<!-- Footer -->
|
||
<footer class="py-4 bg-dark text-white">
|
||
<div class="container">
|
||
<div class="row">
|
||
<div class="col-md-6">
|
||
<p class="mb-0">© 2025 华为昇腾超节点概念分析</p>
|
||
</div>
|
||
<div class="col-md-6 text-md-end">
|
||
<p class="mb-0">数据来源：公开市场信息</p>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</footer>
|
||
|
||
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/js/bootstrap.bundle.min.js"></script>
|
||
</body>
|
||
</html>
|