{"id":2734,"date":"2026-03-06T16:05:59","date_gmt":"2026-03-06T08:05:59","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2734"},"modified":"2026-03-06T16:05:59","modified_gmt":"2026-03-06T08:05:59","slug":"h100-%e7%bc%ba%e8%b4%a7%e6%bd%ae%e4%b8%8b%e7%9a%84%e5%b9%b3%e6%9b%bf%e6%94%bb%e7%95%a5%ef%bc%9a%e7%94%a8%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97-a800-%e5%a4%9a%e5%8d%a1%e5%b9%b6%e8%a1%8c%e6%8a%8a-70b","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2734","title":{"rendered":"H100 \u7f3a\u8d27\u6f6e\u4e0b\u7684\u5e73\u66ff\u653b\u7565\uff1a\u7528\u661f\u5b87\u667a\u7b97 A800 \u591a\u5361\u5e76\u884c\u628a 70B \u5927\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u780d\u534a"},"content":{"rendered":"
\"H100<\/figure>\n
\n

\u201cIREN \u521a\u4e0b\u5355 5 \u4e07\u5757 H100\uff0c\u5c31\u628a\u5168\u7403 12 \u5468\u4ea7\u80fd\u9501\u5b8c\u4e86\u3002\u201d
\n\u2014\u2014The Information 5 \u6708 12 \u65e5\u5934\u6761<\/p>\n<\/blockquote>\n

\u8fd9\u6761\u6d88\u606f\u50cf\u4e00\u9897\u6df1\u6c34\u70b8\u5f39\uff0c\u76f4\u63a5\u628a AI \u8bad\u7ec3\u5708\u70b8\u6210\u201c\u53cc\u9ad8\u201d\u73b0\u573a\uff1a\u9ad8\u7aef\u5361\u4ef7\u683c\u98d9\u9ad8\u3001\u9ad8\u7aef\u9879\u76ee\u4ea4\u4ed8\u53d8\u9ad8\u96be\u3002\u6d77\u5916\u4e91\u5382\u5546\u987a\u52bf\u628a H100 \u79df\u91d1\u63a8\u5230 3 \u7f8e\u5143\/\u5361\/\u5c0f\u65f6<\/strong>\uff0c\u6309 8 \u5361\u8dd1\u4e00\u4e2a 70B \u6a21\u578b\u300130 \u5929\u4e0d\u95f4\u65ad\uff0c\u4ec5\u7b97\u529b\u8d26\u5355\u5c31\u903c\u5230 1.7 \u4e07\u7f8e\u5143<\/strong>\u3002\u9884\u7b97\u88ab\u201c\u5361\u8116\u5b50\u201d\uff0c\u7b97\u6cd5\u5de5\u7a0b\u5e08\u53ea\u80fd\u628a\u5927\u6a21\u578b\u62c6\u5c0f\u3001\u628a\u8fed\u4ee3\u5468\u671f\u62c9\u957f\uff0c\u521b\u65b0\u8282\u594f\u4e00\u591c\u56de\u5230\u201c\u519c\u8015\u65f6\u4ee3\u201d\u3002<\/p>\n

\u7f3a\u8d27\u6f6e\u4e0b\u7684\u5e73\u66ff\u601d\u8def\uff1a\u6027\u80fd \u226580%\uff0c\u6210\u672c \u226460%<\/h2>\n

\u5e02\u573a\u89c4\u5f8b\u544a\u8bc9\u6211\u4eec\uff0c\u4efb\u4f55\u201c\u5929\u4ef7\u201d\u90fd\u4f1a\u50ac\u751f\u66ff\u4ee3\u54c1\u3002H100 \u7684\u66ff\u4ee3\u65b9\u6848\u5fc5\u987b\u540c\u65f6\u6ee1\u8db3\u4e09\u4ef6\u4e8b\uff1a
\n1. \u5355\u5361\u663e\u5b58 \u226580 GB\uff0c\u5426\u5219 70B \u6a21\u578b\u5c31\u8981\u505a\u5207\u5206\uff0c\u901a\u4fe1\u5f00\u9500\u66b4\u589e\uff1b
\n2. \u591a\u5361\u5e26\u5bbd \u2265600 GB\/s\uff0c\u5426\u5219\u5e76\u884c\u6548\u7387\u6ed1\u5761\uff1b
\n3. \u79df\u8d41\u6a21\u5f0f\u6309\u5c0f\u65f6\u8ba1\u8d39\uff0c\u968f\u65f6\u53ef\u91ca\u653e\uff0c\u907f\u514d\u201c\u56e4\u5361\u201d\u8d44\u91d1\u5360\u7528\u3002<\/p>\n

\u628a\u8fd9\u4e09\u6761\u786c\u6307\u6807\u5957\u5230 NVIDIA \u73b0\u5f79\u4ea7\u54c1\u7ebf\uff0c\u76ee\u5149\u81ea\u7136\u843d\u5728 A800 80 GB<\/strong>\u2014\u2014\u540c\u6837\u62e5\u6709 NVLink \u6865\u63a5\uff0cGPU-to-GPU \u5e26\u5bbd 600 GB\/s\uff0c\u4ec5\u6bd4 H100 \u4f4e 13%\uff0c\u4f46\u91c7\u8d2d\u4ef7\u4e0d\u5230\u4e00\u534a\u3002\u5173\u952e\u662f\uff0cA800 \u4e0d\u53d7\u7f8e\u56fd\u65b0\u4e00\u8f6e\u51fa\u53e3\u7ba1\u5236\uff0c\u56fd\u5185\u4e91\u5382\u5546\u4ecd\u6709\u73b0\u8d27\u3002<\/p>\n

\u661f\u5b87\u667a\u7b97 A800\u00d78 \u96c6\u7fa4\u5b9e\u6d4b\uff1aLLaMA-70B \u6027\u80fd\u5bf9\u6807 H100 \u7684 87%<\/h2>\n

\u661f\u5b87\u667a\u7b97\u8fc7\u53bb\u4e09\u4e2a\u6708\u5728\u534e\u5317 A \u53ef\u7528\u533a\u4e0a\u7ebf 320 \u5f20 A800\uff0c\u91c7\u7528 8\u00d7GPU \u88f8\u91d1\u5c5e + NVLink \u5168\u4e92\u8054 + 400 Gbps RoCEv2 \u7f51\u7edc<\/strong> \u7684\u4ea4\u4ed8\u5f62\u6001\u3002\u6211\u4eec\u5728\u76f8\u540c\u8f6f\u4ef6\u6808\uff08DeepSpeed + Megatron-Core\uff0cFP16+BFloat16 \u6df7\u5408\u7cbe\u5ea6\uff09\u4e0b\u8dd1 LLaMA-70B \u9884\u8bad\u7ec3\uff0c\u5f97\u5230\u4ee5\u4e0b\u6570\u636e\uff1a<\/p>\n\n\n\n\n\n\n\n\n
\u6307\u6807<\/th>\nH100\u00d78<\/th>\nA800\u00d78<\/th>\nA800\/H100<\/th>\n<\/tr>\n<\/thead>\n
\u5355\u5361\u5cf0\u503c\u7b97\u529b<\/td>\n989 TFLOPS<\/td>\n624 TFLOPS<\/td>\n63 %<\/td>\n<\/tr>\n
\u5b9e\u6d4b\u541e\u5410\u91cf<\/td>\n1840 seq\/s<\/td>\n1602 seq\/s<\/td>\n87 %<\/td>\n<\/tr>\n
\u6708\u79df\u6210\u672c\uff08$\uff09<\/td>\n17 280<\/td>\n9 320<\/td>\n54 %<\/td>\n<\/tr>\n
\u6bcf\u7f8e\u5143\u4ea7\u51fa tokens<\/td>\n3.18 M<\/td>\n5.15 M<\/td>\n+62 %<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u7ed3\u8bba\u975e\u5e38\u6e05\u6670\uff1aA800 \u7528\u4e00\u534a\u6210\u672c\uff0c\u4ea4\u51fa\u4e86 87 % \u7684\u6027\u80fd\u7b54\u5377<\/strong>\uff0c\u628a\u201c\u6bcf\u7f8e\u5143\u4ea7\u51fa\u201d\u76f4\u63a5\u62c9\u9ad8 6 \u6210\u3002\u5bf9\u4e8e\u9884\u7b97\u654f\u611f\u7684\u521d\u521b\u56e2\u961f\u3001\u9ad8\u6821\u5b9e\u9a8c\u5ba4\uff0c\u4ee5\u53ca\u60f3\u5148\u628a\u6a21\u578b\u8dd1\u901a\u518d\u8003\u8651\u4e0a H100 \u505a\u6781\u81f4\u538b\u69a8\u7684\u4f01\u4e1a\uff0c\u8fd9\u9053\u7b97\u672f\u9898\u5df2\u7ecf\u4e0d\u9700\u8981\u72b9\u8c6b\u3002<\/p>\n

\u661f\u5b87\u667a\u7b97\u5e73\u53f0\uff1a\u628a\u201cGPU\u670d\u52a1\u5668\u79df\u7528\u201d\u505a\u6210\u4e00\u952e\u5373\u73a9<\/h2>\n
    \n
  1. \n

    0 \u95e8\u69db\u542f\u52a8<\/strong>
    \n \u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u5151\u6362 A800 80G \u5355\u5361 3 \u5c0f\u65f6<\/strong> \u6216 RTX 4090 \u516b\u5361 1 \u5c0f\u65f6<\/strong>\uff0c\u8db3\u591f\u628a 7B \u6a21\u578b\u8dd1\u4e00\u6b21\u5fae\u8c03\u9a8c\u8bc1\u3002<\/p>\n<\/li>\n

  2. \n

    \u4e24\u79cd\u521b\u5efa\u6a21\u5f0f<\/strong> <\/p>\n<\/li>\n

  3. \u57fa\u7840\u955c\u50cf\uff1aCUDA 12.1\u3001PyTorch 2.2\u3001Transformers\u3001DeepSpeed \u5df2\u9884\u88c5\uff0cSSH \u76f4\u8fde\u5373\u7528<\/strong>\uff1b <\/li>\n
  4. \n

    AI \u5e94\u7528\u955c\u50cf\uff1aStable Diffusion WebUI\u3001LLaMA-Factory\u3001FastChat \u7b49\u4e00\u952e\u542f\u52a8\uff0c\u6d4f\u89c8\u5668\u6253\u5f00\u5c31\u80fd\u8c03\u6a21\u578b<\/strong>\uff0c\u8fde\u4ee3\u7801\u90fd\u4e0d\u7528\u5199\u3002<\/p>\n<\/li>\n

  5. \n

    \u5f39\u6027\u8ba1\u8d39<\/strong>
    \n \u652f\u6301\u201c\u65e0 GPU \u542f\u52a8\u201d\u2014\u2014\u5148 0.2 \u5143\/\u5c0f\u65f6\u628a\u73af\u5883\u642d\u597d\uff0c\u771f\u6b63\u8bad\u7ec3\u524d\u518d\u6302\u8f7d A800\uff0c\u6309\u79d2\u8ba1\u8d39\u3001\u968f\u65f6\u91ca\u653e<\/strong>\uff0c\u907f\u514d\u201c\u7a7a\u8f6c\u70e7\u5361\u201d\u3002<\/p>\n<\/li>\n

  6. \n

    \u6570\u636e\u4e0e\u6a21\u578b\u751f\u6001<\/strong>
    \n \u5e73\u53f0\u5185\u7f6e 100+ \u516c\u5171\u6570\u636e\u96c6\u300150+ \u5f00\u6e90\u5927\u6a21\u578b<\/strong>\uff0c\u8c03\u7528\u4e00\u6b21 wget \u547d\u4ee4\u5373\u53ef\u6302\u8f7d\u5230\u5b9e\u4f8b\uff0c\u7701\u53bb\u7ffb\u5899\u627e\u79cd\u5b50<\/strong>\u7684\u70e6\u607c\u3002<\/p>\n<\/li>\n

  7. \n

    \u591a\u63a5\u5165\u65b9\u5f0f<\/strong>
    \n WebUI\u3001JupyterLab\u3001VNC\u3001RDP\uff08Windows\uff09\u4efb\u610f\u5207\u6362\uff0c\u5f00\u53d1\u3001\u8c03\u8bd5\u3001\u53ef\u89c6\u5316\u4e00\u6761\u9f99<\/strong>\u3002<\/p>\n<\/li>\n<\/ol>\n

    \u4e00\u53e5\u8bdd\uff0c\u661f\u5b87\u667a\u7b97\u628a GPU\u4e91\u4e3b\u673a<\/strong> \u505a\u6210\u201c\u5f00\u7bb1\u5373\u7528\u201d\u7684 AI \u751f\u4ea7\u529b\u5de5\u5177\uff0c\u800c\u4e0d\u662f\u8ba9\u4f60\u5148\u5199\u4e09\u5929 Ansible \u811a\u672c\u3002<\/p>\n

    \u5b9e\u6218\u653b\u7565\uff1a\u5982\u4f55\u7528 A800 \u516b\u5361\u5728 30 \u5929\u5185\u8bad\u5b8c 70B \u6a21\u578b<\/h2>\n
      \n
    1. \u767b\u5f55 starverse-ai.com<\/a>\uff0c\u6ce8\u518c\u9886\u53d6 10 \u5143\u4f53\u9a8c\u91d1\uff1b <\/li>\n
    2. \u521b\u5efa\u201c\u57fa\u7840\u955c\u50cf\u201d\u5b9e\u4f8b\uff0c\u9009\u62e9 A800 80G\u00d78<\/strong>\uff0c\u7cfb\u7edf\u76d8 500 GB\uff0c\u6570\u636e\u76d8 2 TB\uff08NVMe\uff09\uff0c\u5355\u4ef7 1.85 \u5143\/\u5361\/\u5c0f\u65f6<\/strong>\uff1b <\/li>\n
    3. \u4f7f\u7528\u5e73\u53f0\u63d0\u4f9b\u7684 LLaMA-70B \u9884\u8bad\u7ec3\u811a\u672c\uff0cDeepSpeed ZeRO-3 + FlashAttention-2<\/strong>\uff0cBatch Size=4M tokens\uff1b <\/li>\n
    4. \u8bad\u7ec3 28 \u5929\uff0c\u603b\u6210\u672c\u7ea6 9 300 \u7f8e\u5143<\/strong>\uff0c\u6bd4\u540c\u5468\u671f H100 \u65b9\u6848\u8282\u7701 7 960 \u7f8e\u5143<\/strong>\uff0c\u8db3\u591f\u518d\u96c7\u4e00\u540d\u7b97\u6cd5\u5de5\u7a0b\u5e08<\/strong>\uff1b <\/li>\n
    5. \u8bad\u7ec3\u7ed3\u675f\uff0c\u4e00\u952e\u6253\u5305\u6a21\u578b\u5230\u5e73\u53f0\u5bf9\u8c61\u5b58\u50a8\uff0c0.06 \u5143\/GB\/\u6708<\/strong>\uff0c\u968f\u65f6\u56de\u6eda\u7ee7\u7eed\u8bad\u7ec3\u3002<\/li>\n<\/ol>\n

      \u5199\u5728\u6700\u540e\uff1a\u628a\u521b\u65b0\u7684\u9009\u62e9\u6743\u8fd8\u7ed9\u5f00\u53d1\u8005<\/h2>\n

      H100 \u7684\u77ed\u7f3a\u6216\u8bb8\u8fd8\u8981\u6301\u7eed 2\u20133 \u4e2a\u5b63\u5ea6\uff0c\u4f46 AI \u8fed\u4ee3\u4e0d\u4f1a\u7b49\u4eba\u3002\u661f\u5b87\u667a\u7b97\u7528\u73b0\u8d27 A800\u3001NVLink \u9ad8\u901f\u4e92\u8054\u3001\u6309\u5c0f\u65f6\u8ba1\u8d39\u7684 GPU\u670d\u52a1\u5668\u79df\u7528<\/a><\/strong> \u65b9\u6848\uff0c\u628a 70B \u5927\u6a21\u578b\u7684\u8bad\u7ec3\u95e8\u69db\u4e00\u6b21\u6027\u780d\u5230\u201c\u8170\u65a9\u4ef7\u201d\u3002\u5f53\u6210\u672c\u4e0d\u518d\u63a3\u8098\uff0c\u5f00\u53d1\u8005\u624d\u80fd\u771f\u6b63\u628a\u7cbe\u529b\u82b1\u5728\u6570\u636e\u3001\u7b97\u6cd5\u548c\u4e1a\u52a1\u843d\u5730\u4e0a\u2014\u2014\u8fd9\u65e2\u662f\u5e73\u66ff\uff0c\u66f4\u662f\u53e6\u4e00\u79cd\u5347\u7ef4<\/strong>\u3002<\/p>\n

      \u5982\u679c\u4f60\u6b63\u51c6\u5907\u542f\u52a8\u4e0b\u4e00\u4e2a\u5927\u6a21\u578b\u9879\u76ee\uff0c\u4e0d\u59a8\u5148\u62ff 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u5230\u661f\u5b87\u667a\u7b97\u5f00\u4e00\u53f0 A800 \u516b\u5361\u5b9e\u4f8b\uff0c\u628a\u8bba\u6587\u91cc\u7684\u66f2\u7ebf\u5148\u8dd1\u6210\u81ea\u5df1\u7684\u66f2\u7ebf<\/strong>\uff0c\u518d\u51b3\u5b9a\u8981\u4e0d\u8981\u8ffd\u9010\u90a3\u5f20\u66f4\u8d35\u7684 H100\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u201cIREN \u521a\u4e0b\u5355 5 \u4e07\u5757 H100\uff0c\u5c31\u628a\u5168\u7403 12 \u5468\u4ea7…<\/p>\n","protected":false},"author":2,"featured_media":2733,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2734","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":90,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2734","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=2734"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2734\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2733"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2734"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2734"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2734"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}