{"id":2113,"date":"2023-09-18T12:00:00","date_gmt":"2023-09-18T04:00:00","guid":{"rendered":"http:\/\/blog.cloud500.net\/?p=2113"},"modified":"2023-09-19T06:13:56","modified_gmt":"2023-09-18T22:13:56","slug":"nvidia-h100-gpu-%e7%9a%84%e4%be%9b%e9%9c%80%e6%a6%82%e5%86%b5","status":"publish","type":"post","link":"http:\/\/blog.cloud500.ai\/?p=2113","title":{"rendered":"NVIDIA H100 GPU \u7684\u4f9b\u9700\u6982\u51b5"},"content":{"rendered":"\n
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\n \n <\/p>\n

\n \n \n \u672c\u7bc7\u6587\u7ae0\u65e8\u5728\u63a2\u8ba8 GPU\uff08\u5c24\u5176\u662f NVIDIA H100\uff09\u7684\u5e02\u573a\u4f9b\u9700\u6982\u51b5\u3002<\/span>\n <\/strong>\n <\/span>\n <\/p>\n

\n \n \n \u672c\u6587\u4e00\u7ecf\u53d1\u51fa\u4fbf\u5f15\u8d77\u4e86\u5de8\u5927\u7684\u53cd\u54cd\u3002\u5b83\u767b\u4e0a\u4e86 HN\u3001Techmeme \u4ee5\u53ca\u591a\u5bb6\u7535\u5b50\u90ae\u4ef6\u901a\u8baf\u7684\u5934\u7248\uff0c\u53d7\u5230\u4e86\u5305\u62ec Andrej Karpathy \u5728\u5185\u7684\u4e00\u4e9b\u77e5\u540d\u4eba\u58eb\u7684\u63a8\u7279\u8bc4\u8bba\uff0c\u6765\u81ea Inflection \u7684 Mustafa\uff08\u4ed6\u5373\u5c06\u4e0a\u7ebf 10 \u4ebf\u7f8e\u5143\u7684 GPU\uff09\u548c Stability \u7684 Emad \u4e5f\u5bf9\u5176\u8fdb\u884c\u4e86\u8bc4\u8bba\u3002\u672c\u6587\u63d0\u5230\u7684\u6b4c\u66f2\u4e5f\u5728\u300a\u7ebd\u7ea6\u65f6\u62a5\u300b\u4e2d\u53d7\u5230\u4e86\u63d0\u53ca\uff0c\u4e00\u4e9b\u8d44\u4ea7\u7ba1\u7406\u516c\u53f8\u548c AI \u516c\u53f8\u7684\u521b\u59cb\u4eba\u8fd8\u4e0e\u8be5\u6b4c\u66f2\u7684\u4f5c\u8005\u53d6\u5f97\u4e86\u8054\u7cfb\u3002\u5982\u679c\u60a8\u5c1a\u672a\u9605\u8bfb\u672c\u6587\uff0c\u5e0c\u671b\u60a8\u4f1a\u559c\u6b22\uff01<\/span>\n <\/em>\n <\/span>\n <\/p>\n

\n \n \n \n
\n <\/span>\n <\/em>\n <\/span>\n <\/p>\n

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\n \n <\/section>\n
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\n \u7b80\u4ecb<\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

\n \u622a\u81f3 2023 \u5e74 8 \u6708\uff0cAI \u7684\u53d1\u5c55\u53ef\u80fd\u4f1a\u53d7\u5230 GPU \u4f9b\u5e94\u7684\u74f6\u9888\u5236\u7ea6\u3002<\/span>\n <\/section>\n
\n
\n
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\n \n \u201cAI \u70ed\u6f6e\u88ab\u4f4e\u4f30\u7684\u539f\u56e0\u4e4b\u4e00\u662f GPU\/TPU \u7684\u77ed\u7f3a\u3002\u8fd9\u79cd\u77ed\u7f3a\u6b63\u5728\u5bf9\u4ea7\u54c1\u53d1\u5e03\u548c\u6a21\u578b\u8bad\u7ec3\u9020\u6210\u5404\u79cd\u9650\u5236\uff0c\u4f46\u8fd9\u4e9b\u9650\u5236\u5e76\u4e0d\u5bb9\u6613\u5bdf\u89c9\u3002\u76f8\u53cd\uff0c\u6211\u4eec\u770b\u5230\u7684\u53ea\u662f NVIDIA \u4ef7\u683c\u7684\u98d9\u5347\u3002\u4e00\u65e6\u4f9b\u5e94\u80fd\u591f\u8ddf\u4e0a\uff0cAI \u5c06\u4f1a\u52a0\u901f\u53d1\u5c55\u3002\u201d<\/em>\n <\/span>\n <\/p>\n

\n \n \u2014\u2014 Adam D’Angelo\uff0cQuora & Poe.com CEO\uff0c\u524d Facebook CTO<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

\n \n <\/section>\n
\n \n <\/section>\n
\n \n \n \u771f\u7684\u5b58\u5728\u74f6\u9888\u5417\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
\n Elon Musk \u8ba4\u4e3a\uff1a\u201c\u67d0\u79cd\u7a0b\u5ea6\u4e0a\uff0c\u83b7\u5f97 GPU \u6bd4\u83b7\u5f97\u6bd2\u54c1\u8981\u56f0\u96be\u5f97\u591a\u3002\u201d<\/span>\n <\/section>\n
\n Sam Altman \u8868\u793a OpenAI \u53d7\u9650\u4e8e GPU\uff0c\u8fd9\u5ef6\u8fdf\u4e86\u4ed6\u4eec\u7684\u77ed\u671f\u8ba1\u5212\uff08\u5fae\u8c03\u3001\u4e13\u7528\u5bb9\u91cf\u300132k \u4e0a\u4e0b\u6587\u7a97\u53e3\u548c\u591a\u6a21\u6001\uff09\u3002<\/span>\n <\/section>\n
\n \u5c0f\u578b\u548c\u5927\u578b\u4e91\u670d\u52a1\u5546\u7684\u5927\u89c4\u6a21 H100 GPU \u96c6\u7fa4\u5bb9\u91cf\u6b63\u5728\u67af\u7aed\u3002<\/span>\n <\/section>\n
\n
\n
\n
\n

\n \n \u76ee\u524d\u6bcf\u4e2a\u4eba\u90fd\u5e0c\u671b NVIDIA \u80fd\u591f\u751f\u4ea7\u66f4\u591a\u7684 A\/H100 \u4ea7\u54c1\u3002<\/em>\n <\/span>\n <\/p>\n

\n \n \n \u2014\u2014 \u67d0\u4e91\u670d\u52a1\u5546\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

\n
\n
\n
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\n \n \u201c\u6211\u4eec\u7684 GPU \u8d44\u6e90\u975e\u5e38\u77ed\u7f3a\uff0c\u6240\u4ee5\u8d8a\u5c11\u4eba\u4f7f\u7528\u6211\u4eec\u7684\u4ea7\u54c1\u8d8a\u597d\u3002\u201d<\/em>\n <\/span>\n <\/p>\n

\n \n \u201c\u6211\u4eec\u5e0c\u671b\u7528\u6237\u51cf\u5c11\u6211\u4eec\u7684\u4ea7\u54c1\u4f7f\u7528\u9891\u7387\uff0c\u56e0\u4e3a\u6211\u4eec\u6ca1\u6709\u8db3\u591f\u7684 GPU \u8d44\u6e90\u3002\u201d<\/em>\n <\/span>\n <\/p>\n

\n \n \u2014\u2014 Sam Altman\uff0c<\/em>OpenAI CEO\u00a0<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

\n \u8fd9\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9690\u55bb\uff0c\u51f8\u663e\u5168\u7403\u7528\u6237\u5bf9 OpenAI \u4ea7\u54c1\u7684\u559c\u7231\uff0c\u4f46 OpenAI \u4e5f\u786e\u5b9e\u9700\u8981\u66f4\u591a\u7684 GPU\u3002<\/span>\n <\/section>\n
\n
\n
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\n \n \u5bf9\u4e8e Azure\/Microsoft \u800c\u8a00\uff1a<\/em>\n <\/span>\n <\/p>\n

    \n
  1. \n

    \n \n \u5728 Azure\/Microsoft \u5185\u90e8\uff0c\u4ed6\u4eec\u6b63\u5728\u5bf9\u5458\u5de5\u4f7f\u7528 GPU \u8fdb\u884c\u901f\u7387\u9650\u5236\u3002\u5458\u5de5\u5fc5\u987b\u6392\u961f\u7b49\u5f85\uff0c\u5c31\u50cf\u5728\u4e0a\u4e16\u7eaa 70 \u5e74\u4ee3\u5927\u5b66\u7528\u5927\u578b\u673a\u4e00\u6837\u3002\u6211\u8ba4\u4e3a OpenAI \u76ee\u524d\u6b63\u5728\u5360\u7528\u6240\u6709\u7684 GPU \u8d44\u6e90\u3002<\/em>\n <\/span>\n <\/p>\n <\/li>\n

  2. \n

    \n \n Coreweave \u7684\u4ea4\u6613\uff0c\u4f3c\u4e4e\u662f\u5c06\u4ed6\u4eec\u7684 GPU \u57fa\u7840\u8bbe\u65bd\u6574\u5408\u5230\u5176\u4ed6\u5730\u65b9\u7684\u4e00\u90e8\u5206\u5185\u5bb9\u3002<\/em>\n <\/span>\n <\/p>\n <\/li>\n <\/ol>\n

    \n \n \u2014\u2014 \u67d0\u533f\u540d\u4eba\u58eb<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

    \n \u7b80\u800c\u8a00\u4e4b\uff0cH100 GPU \u7684\u4f9b\u5e94\u51fa\u73b0\u4e86\u77ed\u7f3a\u3002\u636e\u6211\u6240\u77e5\uff0c\u5bf9\u4e8e\u5bfb\u6c42\u8d2d\u4e70\u6570\u767e\u5757\u6216\u6570\u5343\u5757 H100 \u7684\u516c\u53f8\u6765\u8bf4\uff0cAzure \u548c GCP \u7684\u5bb9\u91cf\u5b9e\u9645\u4e0a\u5df2\u7ecf\u7528\u5b8c\uff0c\u5e76\u4e14 AWS \u4e5f\u63a5\u8fd1\u7528\u5b8c\u3002<\/span>\n <\/section>\n
    \n \u8fd9\u79cd\u201c\u5bb9\u91cf\u4e0d\u8db3\u201d\u60c5\u51b5\u57fa\u4e8e NVIDIA \u4e3a\u5b83\u4eec\u63d0\u4f9b\u7684\u5206\u914d\u60c5\u51b5\u3002<\/span>\n <\/section>\n
    \n \n \n \u5173\u4e8e\u74f6\u9888\uff0c\u6211\u4eec\u60f3\u77e5\u9053\u4ec0\u4e48\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
      \n
    1. \n
      \n \u9020\u6210\u74f6\u9888\u7684\u539f\u56e0\u662f\u4ec0\u4e48\uff08\u9700\u6c42\u6709\u591a\u5927\uff1f\u4f9b\u5e94\u6709\u591a\u5c11\uff1f\uff09<\/span>\n <\/section>\n <\/li>\n
    2. \n
      \n \u74f6\u9888\u95ee\u9898\u4f1a\u6301\u7eed\u591a\u957f\u65f6\u95f4\u3002<\/span>\n <\/section>\n <\/li>\n
    3. \n
      \n \u5982\u4f55\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff1f<\/span>\n <\/section>\n <\/li>\n <\/ol>\n
      \n \n <\/section>\n
      \n
      \n
      \n
      \n \n <\/section>\n
      \n \n <\/section>\n
      \n

      \n GPU \u4e4b\u6b4c<\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

      \n \u6211\u4eec\u5728\u53d1\u5e03\u672c\u6587\u7684\u540c\u4e00\u5929\u8fd8\u53d1\u5e03\u4e86\u4e00\u9996\u6b4c\uff0c\u8fd9\u9996\u6b4c\u8fd8\u706b\u4e86\u3002<\/span>\n <\/section>\n
      \n \u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u542c\u8fc7\u300aGPU Song\u300b\uff0c\u4f60\u53ef\u4ee5\u53bb\u542c\u4e00\u4e0b\u3002<\/span>\n <\/section>\n
      \n
      \n
      \n
      \n

      \n \n \u6211\u521a\u521a\u770b\u4e86\u90a3\u4e2a\u89c6\u9891\uff0c\u5b83\u975e\u5e38\u6709\u8da3\uff0c\u4f5c\u8005\u505a\u7684\u5f88\u597d\u3002<\/em>\n <\/span>\n <\/p>\n

      \n \n \u2014\u2014 Mustafa Suleyman\uff0c<\/em>Inflection AI CEO\u00a0<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

      \n \u8fd9\u9996\u6b4c\u53ef\u4ee5\u5728 Spotify\u3001Apple Music \u548c Youtube \u4e0a\u627e\u5230\u3002<\/span>\n <\/section>\n
      \n \n <\/section>\n
      \n
      \n
      \n
      \n \n <\/section>\n
      \n \n <\/section>\n
      \n

      \n \u5bf9\u4e8e H100 GPU \u7684\u9700\u6c42<\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

      \n \n \n \u9020\u6210\u74f6\u9888\u7684\u539f\u56e0 \u2014\u2014 \u9700\u6c42<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
        \n
      1. \n
        \n \u5177\u4f53\u800c\u8a00\uff0c\u4ec0\u4e48\u662f\u4eba\u4eec\u60f3\u4e70\u4f46\u4e70\u4e0d\u5230\uff1f<\/span>\n <\/section>\n <\/li>\n
      2. \n
        \n \u4ed6\u4eec\u9700\u8981\u591a\u5c11\u4e2a\u8fd9\u6837\u7684 GPU\uff1f<\/span>\n <\/section>\n <\/li>\n
      3. \n
        \n \u4e3a\u4ec0\u4e48\u4ed6\u4eec\u4e0d\u80fd\u4f7f\u7528\u5176\u4ed6\u578b\u53f7\u7684 GPU\uff1f<\/span>\n <\/section>\n <\/li>\n
      4. \n
        \n \u5176\u4ed6\u4ea7\u54c1\u7684\u540d\u79f0\u662f\u4ec0\u4e48\uff1f<\/span>\n <\/section>\n <\/li>\n
      5. \n
        \n \u516c\u53f8\u662f\u4ece\u54ea\u91cc\u8d2d\u4e70\uff1f\u4ec0\u4e48\u4ef7\u683c\uff1f<\/span>\n <\/section>\n <\/li>\n <\/ol>\n
        \n \n <\/section>\n
        \n \n \n \u8c01\u9700\u8981 H100\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
        \n
        \n
        \n
        \n

        \n \n \u201c\u76ee\u524d\u4f3c\u4e4e\u6709\u975e\u5e38\u591a\u7684\u4eba\u90fd\u5728\u8d2d\u4e70 GPU\u201d\u3002<\/em>\n <\/span>\n <\/p>\n

        \n \n \u2014\u2014 Elon<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

        \n \n \n \u8c01\u9700\u8981\u6216\u62e5\u6709\u4e0a\u5343\u5757 H100 \u6216 A100 \u578b\u53f7\u7684 GPU\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
          \n
        • \n
          \n \u8bad\u7ec3 LLM \u7684\u521d\u521b\u4f01\u4e1a<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
            \n
          • \n
            \n OpenAI\uff08\u901a\u8fc7 Azure\uff09\u3001Anthropic\u3001Inflection\uff08\u901a\u8fc7 Azure8 \u548c CoreWeave9\uff09\u3001Mistral AI<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
              \n
            • \n
              \n CPS\uff08\u4e91\u670d\u52a1\u5546\uff09<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                \n
              • \n
                \n \u4e09\u5de8\u5934\uff1aAzure\u3001GCP \u548c AWS<\/span>\n <\/section>\n <\/li>\n
              • \n
                \n \u5176\u4ed6\u516c\u6709\u4e91\u670d\u52a1\u5546\uff1aOracle<\/span>\n <\/section>\n <\/li>\n
              • \n
                \n CoreWeave \u548c Lambda \u7b49\u5927\u578b\u79c1\u6709\u4e91\u670d\u52a1\u5546<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                  \n
                • \n
                  \n \u5176\u4ed6\u5927\u578b\u516c\u53f8<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                    \n
                  • \n
                    \n \u7279\u65af\u62c9<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                    \n \n \u8c01\u9700\u8981\u6216\u62e5\u6709\u4e0a\u5343\u5757 H100 \u6216 A100 \u578b\u53f7\u7684 GPU\uff1f<\/strong>\n <\/span>\n <\/section>\n
                    \n \u6b63\u5728\u5bf9\u5f00\u6e90\u6253\u6a21\u578b\u8fdb\u884c\u91cd\u5927\u5fae\u8c03\u7684\u521d\u521b\u516c\u53f8\u3002<\/span>\n <\/section>\n
                    \n \n \u9ad8\u7aef GPU \u7684\u4e3b\u8981\u7528\u9014\u662f\u4ec0\u4e48\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                    \n \u5bf9\u4e8e\u90a3\u4e9b\u4f7f\u7528\u79c1\u6709\u4e91\uff08\u4f8b\u5982 CoreWeave\u3001Lambda\uff09\u7684\u516c\u53f8\u548c\u62e5\u6709\u6570\u767e\u751a\u81f3\u6570\u5343\u5757 H100 GPU \u7684\u4f01\u4e1a\uff0c\u51e0\u4e4e\u6240\u6709\u7684\u7528\u9014\u90fd\u4e0e LLM \u548c\u4e00\u4e9b\u6269\u6563\u6a21\u578b\u6709\u5173\u3002\u6b64\u5916\uff0c\u8fd8\u6709\u4e00\u4e9b\u516c\u53f8\u4e13\u6ce8\u4e8e\u5bf9\u73b0\u6709\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u5176\u4e2d\u5927\u90e8\u5206\u53ef\u80fd\u662f\u65b0\u521b\u516c\u53f8\uff0c\u5b83\u4eec\u6b63\u5728\u4ece\u96f6\u5f00\u59cb\u6784\u5efa\u5168\u65b0\u7684\u6a21\u578b\u3002\u8fd9\u4e9b\u516c\u53f8\u6b63\u5728\u7b7e\u7f72\u603b\u4ef7\u503c\u5728 1,000\u00a0\u4e07\u7f8e\u5143\u5230 5,000\u00a0\u4e07\u7f8e\u5143\u4e4b\u95f4\u7684\u5408\u540c\uff0c\u8fd9\u4e9b\u5408\u540c\u7684\u6267\u884c\u5468\u671f\u4e3a 3 \u5e74\uff0c\u6d89\u53ca\u6570\u767e\u5230\u6570\u5343\u5757 GPU\u3002<\/span>\n <\/section>\n
                    \n \u5bf9\u4e8e\u90a3\u4e9b\u4f7f\u7528\u5c11\u91cf GPU \u5e76\u6309\u9700\u4f7f\u7528 H100 \u7684\u516c\u53f8\u800c\u8a00\uff0c\u4ecd\u7136\u53ef\u80fd\u6709\u8d85\u8fc7 50% \u7684 GPU \u4f7f\u7528\u4e0e LLM \u76f8\u5173\u3002<\/span>\n <\/section>\n
                    \n \u53d7\u5176\u4ed6\u516c\u53f8\u7684\u9700\u6c42\u5f71\u54cd\uff0c\u79c1\u6709\u4e91\u670d\u52a1\u5546\u7684\u9700\u6c42\u5f00\u59cb\u589e\u52a0\uff0c\u8fd9\u4e9b\u516c\u53f8\u539f\u672c\u901a\u5e38\u4f1a\u9009\u62e9\u9ed8\u8ba4\u7684\u5927\u578b\u4e91\u670d\u52a1\u5546\uff0c\u4f46\u56e0\u4e3a\u8fd9\u4e9b\u5927\u578b\u4e91\u670d\u52a1\u5546\u90fd\u65e0\u6cd5\u63d0\u4f9b\u6240\u9700\u8d44\u6e90\uff0c\u6240\u4ee5\u5b83\u4eec\u90fd\u88ab\u6dd8\u6c70\u4e86\u3002<\/span>\n <\/section>\n
                    \n \n \u5927\u578b AI \u5b9e\u9a8c\u5ba4\u5728\u63a8\u7406\u6216\u8bad\u7ec3\u65b9\u9762\uff0c\u54ea\u4e2a\u66f4\u53d7\u9650\u5236\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                    \n \u7b54\u6848\u53d6\u51b3\u4e8e\u8fd9\u4e9b\u5b9e\u9a8c\u5ba4\u7684\u4ea7\u54c1\u80fd\u6709\u591a\u5927\u5438\u5f15\u529b\uff1fSam Altman \u8868\u793a\uff0c\u5982\u679c\u5fc5\u987b\u505a\u51fa\u9009\u62e9\uff0cOpenAI \u66f4\u503e\u5411\u4e8e\u83b7\u5f97\u66f4\u591a\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4f46\u76ee\u524d OpenAI \u5728\u63a8\u7406\u548c\u8bad\u7ec3\u4e24\u4e2a\u65b9\u9762\u90fd\u9762\u4e34\u9650\u5236\u3002<\/span>\n <\/section>\n
                    \n \n <\/section>\n
                    \n \n \u4eba\u4eec\u9700\u8981\u54ea<\/strong>\n \u79cd<\/strong>\n \u00a0GPU\uff1f<\/strong>\n <\/span>\n <\/section>\n
                    \n \u5927\u90e8\u5206\u662f H100\u3002\u8fd9\u662f\u4e3a\u4ec0\u4e48\u5462\uff1f\u56e0\u4e3a\u65e0\u8bba\u662f\u63a8\u7406\u8fd8\u662f LMM \u7684\u8bad\u7ec3\uff0c\u5b83\u90fd\u662f\u6700\u5feb\u7684\uff08\u5bf9\u4e8e\u63a8\u7406\u800c\u8a00\uff0cH100 \u901a\u5e38\u4e5f\u662f\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\uff09\u3002<\/span>\n <\/section>\n
                    \n \u5177\u4f53\u800c\u8a00\uff1a8-GPU HGX H100 SXM \u670d\u52a1\u5668\u3002<\/span>\n <\/section>\n
                    \n
                    \n
                    \n
                    \n

                    \n \n \n \u6839<\/em>\n <\/span>\n \n \u636e\u6211\u7684\u5206\u6790\uff0c\u4ee5\u76f8\u540c\u7684\u5de5\u4f5c\u8d1f\u8377\u8fd0\u884c\u66f4\u4fbf\u5b9c\u3002\u5982\u679c\u4f60\u80fd\u591f\u627e\u5230\u4e8c\u624b\u7684 V100 \u56fe\u5f62\u5904\u7406\u5668\uff0c\u90a3\u4e48\u5b83\u662f\u4e00\u4e2a\u975e\u5e38\u5212\u7b97\u7684\u9009\u62e9\uff0c\u4f46\u5b9e\u9645\u4e0a\u4f60\u627e\u4e0d\u5230\u3002<\/em>\n <\/span>\n <\/span>\n <\/p>\n

                    \n \n \u2014\u2014 \u67d0<\/em>\u533f\u540d\u4eba\u58eb<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                    \n
                    \n
                    \n
                    \n

                    \n \n \u8001\u5b9e\u8bf4\uff0c\u6211\u5bf9\u4e8e\u5b83\u662f\u5426\u5177\u6709\u6700\u4f73\u6027\u4ef7\u6bd4\u5e76\u4e0d\u786e\u5b9a\u3002\u5728\u8bad\u7ec3\u65b9\u9762\uff0cA100 \u548c H100 \u7684\u6027\u4ef7\u6bd4\u770b\u8d77\u6765\u5dee\u4e0d\u591a\u3002\u4f46\u5728\u63a8\u7406\u65b9\u9762\uff0c\u6211\u4eec\u53d1\u73b0 A10G \u7684\u6027\u80fd\u5df2\u7ecf\u8db3\u591f\uff0c\u5e76\u4e14\u4ef7\u683c\u8981\u4fbf\u5b9c\u5f97\u591a\u3002<\/em>\n <\/span>\n <\/p>\n

                    \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                    \n
                    \n
                    \n
                    \n

                    \n \n \u8fc7\u53bb\u6709\u4e00\u6bb5\u65f6\u95f4\uff0cA10G \u6027\u80fd\u5df2\u7ecf\u8db3\u591f\u3002\u4f46\u5728\u5f53\u524d\u4f7f\u7528\u5927\u91cf Falcon 40b \u548c Llama2 70b \u7684\u60c5\u51b5\u4e0b\uff0c\u4e0d\u518d\u6210\u7acb\uff0c\u73b0\u5728\u6211\u4eec\u9700\u8981 A100 \u578b\u53f7\u7684 GPU\u3002<\/em>\n <\/span>\n <\/p>\n

                    \n \n \u786e\u5207\u5730\u8bf4\uff0c\u6211\u4eec\u9700\u8981\u4e24\u4e2a A100 \u578b\u53f7\u7684 GPU\u3002\u56e0\u6b64\uff0c\u5728\u63a8\u65ad\u4efb\u52a1\u4e2d\uff0c\u4e92\u8fde\u901f\u5ea6\u975e\u5e38\u91cd\u8981\u3002<\/em>\n <\/span>\n <\/p>\n

                    \n \n \u2014\u2014 \u53e6\u4e00\u5bb6\u79c1\u6709\u4e91\u9ad8\u7ba1<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                    \n \n LLM \u521d\u521b\u516c\u53f8\u6700\u5e38\u89c1\u7684\u9700\u6c42\u662f\u4ec0\u4e48\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                    \n \u5728\u8fdb\u884c LLM \u7684\u8bad\u7ec3\u65f6\uff0c\u901a\u5e38\u4f1a\u9009\u62e9\u5e26\u6709 3.2 Tb\/s InfiniBand \u7684 H100\u3002<\/span>\n <\/section>\n
                    \n \n \u516c\u53f8\u5728 LLM \u7684\u8bad\u7ec3\u548c\u63a8\u7406\u65b9\u9762\u60f3\u8981\u4ec0\u4e48\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                    \n \u5bf9\u4e8e LLM \u7684\u8bad\u7ec3\uff0c\u516c\u53f8\u503e\u5411\u9009\u62e9 H100\uff0c\u800c\u5728\u63a8\u7406\u65b9\u9762\uff0c\u5219\u66f4\u5173\u6ce8\u6027\u80fd\u4e0e\u6210\u672c\u4e4b\u95f4\u7684\u5e73\u8861\u3002<\/span>\n <\/section>\n
                    \n \u5728\u9009\u62e9 H100 \u8fd8\u662f A100 \u65b9\u9762\uff0c\u6027\u80fd\u4e0e\u6210\u672c\u4e4b\u95f4\u7684\u6743\u8861\u662f\u4e00\u4e2a\u91cd\u8981\u8003\u8651\u56e0\u7d20\u3002\u4e00\u822c\u800c\u8a00\uff0cH100 \u4f1a\u66f4\u53d7\u9752\u7750\uff0c\u56e0\u4e3a\u5b83\u4eec\u53ef\u4ee5\u66f4\u597d\u5730\u6269\u5c55\u5230\u66f4\u591a\u7684 GPU\uff0c\u5e76\u4e14\u53ef\u4ee5\u63d0\u4f9b\u66f4\u5feb\u7684\u8bad\u7ec3\u65f6\u95f4\u3002\u5bf9\u4e8e\u521d\u521b\u516c\u53f8\u6765\u8bf4\uff0c\u901f\u5ea6\u4ee5\u53ca\u7f29\u77ed\u4e0a\u7ebf\u65f6\u95f4\u3001\u8bad\u7ec3\u6216\u6539\u8fdb\u6a21\u578b\u7684\u65f6\u95f4\u975e\u5e38\u5173\u952e\u3002<\/span>\n <\/section>\n
                    \n
                    \n
                    \n
                    \n

                    \n \n \u5bf9\u4e8e\u591a\u8282\u70b9\u8bad\u7ec3\uff0c\u6240\u6709\u7684\u8bf7\u6c42\u90fd\u8981\u6c42\u4f7f\u7528 A100 \u6216 H100 GPU\uff0c\u5e76\u4e14\u9700\u8981\u4f7f\u7528 InfiniBand \u7f51\u7edc\u8fde\u63a5\u3002\u552f\u4e00\u7684\u4f8b\u5916\u662f\u5728\u8fdb\u884c\u63a8\u7406\u65f6\uff0c\u5de5\u4f5c\u8d1f\u8f7d\u53ea\u9700\u8981\u5355\u4e2a GPU \u6216\u5355\u4e2a\u8282\u70b9\u3002\u00a0<\/em>\n <\/span>\n <\/p>\n

                    \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                    \n \n \u5728\u8bad\u7ec3 LLM \u65f6\uff0c\u54ea\u4e9b\u56e0\u7d20\u5f88\u91cd\u8981\uff1f<\/strong>\n <\/span>\n <\/section>\n
                      \n
                    • \n
                      \n \u5185\u5b58\u5e26\u5bbd\uff1b<\/span>\n <\/section>\n <\/li>\n
                    • \n
                      \n FLOPS \uff08tensor cores \u6216\u7b49\u6548\u7684\u77e9\u9635\u4e58\u6cd5\u5355\u5143\uff09<\/span>\n <\/section>\n <\/li>\n
                    • \n
                      \n \u9ad8\u901f\u7f13\u5b58\u548c\u9ad8\u901f\u7f13\u5b58\u5ef6\u8fdf<\/span>\n <\/section>\n <\/li>\n
                    • \n
                      \n \u8bf8\u5982 FP8 \u8ba1\u7b97\u80fd\u529b\u7b49\u989d\u5916\u529f\u80fd<\/span>\n <\/section>\n <\/li>\n
                    • \n
                      \n \u8ba1\u7b97\u6027\u80fd\uff08\u4e0e\u00a0CUDA\u00a0\u6838\u5fc3\u6570\u91cf\u76f8\u5173\uff09<\/span>\n <\/section>\n <\/li>\n
                    • \n
                      \n \u4e92\u8fde\u901f\u5ea6\uff08\u5982 InfiniBand\uff09<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                      \n H100 \u6bd4 A100 \u66f4\u53d7\u9752\u7750\u7684\u90e8\u5206\u539f\u56e0\u662f\u66f4\u4f4e\u7684\u7f13\u5b58\u5ef6\u8fdf\u548c FP8 \u8ba1\u7b97\u80fd\u529b\u3002<\/span>\n <\/section>\n
                      \n
                      \n
                      \n
                      \n

                      \n \n H100 GPU \u66f4\u53d7\u9752\u7750\uff0c\u56e0\u4e3a\u5b83\u7684\u6548\u7387\u9ad8\u51fa 3 \u500d\u591a\uff0c\u4f46\u6210\u672c\u4ec5\u589e\u52a0 1.5-2 \u500d\u3002\u7ed3\u5408\u6574\u4e2a\u7cfb\u7edf\u7684\u6210\u672c\u6765\u770b\uff0cH100 GPU \/ \u7f8e\u5143\u6027\u80fd\u8868\u73b0\u66f4\u51fa\u8272\uff08\u53ef\u80fd\u662f 4-5 \u500d\uff09\u3002<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u2014\u2014 \u67d0\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u5458<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n \u8bad\u7ec3\u548c\u8fd0\u884c LLM \u7684\u5176\u4ed6\u6210\u672c\u6709\u54ea\u4e9b\uff1f<\/span>\n <\/section>\n
                      \n \n GPU \u662f\u8bad\u7ec3\u548c\u8fd0\u884c LMM \u4e2d\u6700\u6602\u8d35\u7684\u5355\u4e2a\u7ec4\u4ef6\uff0c\u4f46\u8fd8\u6709\u5176\u4ed6\u6210\u672c\u3002<\/strong>\n <\/span>\n <\/section>\n
                      \n \u7cfb\u7edf\u5185\u5b58\u548c NVMe \u56fa\u6001\u786c\u76d8\u4ef7\u683c\u6602\u8d35\u3002<\/span>\n <\/section>\n
                      \n InfiniBand \u7f51\u7edc\u6210\u672c\u5f88\u9ad8\u3002<\/span>\n <\/section>\n
                      \n \u5728\u8fd0\u884c\u4e00\u4e2a\u96c6\u7fa4\u7684\u603b\u6210\u672c\u4e2d\uff0c\u53ef\u80fd\u6709 10-15% \u4f1a\u7528\u4e8e\u7535\u529b\u548c\u6258\u7ba1\u8d39\u7528\uff08\u5305\u62ec\u7535\u8d39\u3001\u6570\u636e\u4e2d\u5fc3\u5efa\u7b51\u6210\u672c\u3001\u571f\u5730\u6210\u672c\u548c\u5458\u5de5\u6210\u672c\uff09\u2014\u2014 \u8fd9\u4e24\u8005\u4e4b\u95f4\u5927\u81f4\u5e73\u5747\u5206\u914d\uff0c\u7535\u529b\u6210\u672c\u53ef\u80fd\u5360\u603b\u6210\u672c\u7684 5-8%\uff0c\u800c\u5176\u4ed6\u6258\u7ba1\u8d39\u7528\uff08\u571f\u5730\u3001\u5efa\u7b51\u548c\u5458\u5de5\uff09\u53ef\u80fd\u5360\u603b\u6210\u672c\u7684 5-10%\u3002<\/span>\n <\/section>\n
                      \n
                      \n
                      \n
                      \n

                      \n \n \u7531\u4e8e\u7f51\u7edc\u9650\u5236\u548c\u4e0d\u53ef\u9760\u7684\u786c\u4ef6\uff0cAWS \u96be\u4ee5\u4f7f\u7528\u3002\u4e3b\u8981\u95ee\u9898\u5728\u4e8e\u7f51\u7edc\u548c\u53ef\u9760\u7684\u6570\u636e\u4e2d\u5fc3\u3002\u00a0<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u2014\u2014 \u67d0\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u8005<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n \n GPUDirect \u600e\u6837\uff1f<\/strong>\n <\/span>\n <\/section>\n
                      \n GPUDirect \u4e0d\u662f\u4e00\u4e2a\u5173\u952e\u8981\u6c42\uff0c\u4f46\u53ef\u80fd\u4f1a\u6709\u6240\u5e2e\u52a9\u3002<\/span>\n <\/section>\n
                      \n
                      \n
                      \n
                      \n

                      \n \n \u6211\u4e0d\u4f1a\u8bf4\u8fd9\u662f\u975e\u5e38\u5173\u952e\u7684\uff0c\u4f46\u5b83\u786e\u5b9e\u4f1a\u5f71\u54cd\u6027\u80fd\u3002\u6211\u731c\u8fd9\u53d6\u51b3\u4e8e\u74f6\u9888\u6240\u5728\u3002\u5bf9\u4e8e\u67d0\u4e9b\u67b6\u6784\u6216\u8f6f\u4ef6\u5b9e\u73b0\uff0c\u74f6\u9888\u4e0d\u4e00\u5b9a\u5728\u7f51\u7edc\uff0c\u4f46\u5982\u679c\u5728\u7f51\u7edc\u4e0a\uff0cGPUDirect \u53ef\u4ee5\u63d0\u5347 10-20% \u7684\u6027\u80fd\uff0c\u5bf9\u4e8e\u6602\u8d35\u7684\u8bad\u7ec3\u4efb\u52a1\u6765\u8bf4\uff0c\u8fd9\u662f\u76f8\u5f53\u663e\u8457\u7684\u63d0\u5347\u3002<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u8bdd\u867d\u5982\u6b64\uff0c\u73b0\u5728 GPUDirect RDMA \u5df2\u7ecf\u975e\u5e38\u666e\u904d\uff0c\u51e0\u4e4e\u53ef\u4ee5\u9ed8\u8ba4\u652f\u6301\u3002\u6211\u8ba4\u4e3a\u5bf9\u4e8e\u975e InfiniBand \u7f51\u7edc\u7684\u652f\u6301\u53ef\u80fd\u4e0d\u90a3\u4e48\u5f3a\u5927\uff0c\u4f46\u5927\u591a\u6570\u4e3a\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u4f18\u5316\u7684 GPU \u96c6\u7fa4\u90fd\u914d\u5907\u4e86 InfiniBand \u7f51\u7edc\u548c\u7f51\u5361\u3002\u5bf9\u6027\u80fd\u6765\u8bf4\u66f4\u5927\u7684\u56e0\u7d20\u53ef\u80fd\u662f NVLink\uff0c\u56e0\u4e3a\u5b83\u6bd4 InfiniBand \u66f4\u7f55\u89c1\uff0c\u4f46\u53ea\u6709\u5728\u91c7\u7528\u7279\u5b9a\u7684\u5e76\u884c\u5316\u7b56\u7565\u65f6\u624d\u663e\u5f97\u81f3\u5173\u91cd\u8981\u3002<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u56e0\u6b64\uff0c\u50cf\u5f3a\u5927\u7684\u7f51\u7edc\u548c GPUDirect \u8fd9\u6837\u7684\u529f\u80fd\u53ef\u4ee5\u8ba9\u60a8\u66f4\u8f7b\u677e\uff0c\u53ef\u4ee5\u4fdd\u8bc1\u8f6f\u4ef6\u5728\u521d\u59cb\u72b6\u6001\u4e0b\u6027\u80fd\u66f4\u597d\u3002\u4f46\u5982\u679c\u66f4\u5173\u5fc3\u6210\u672c\u6216\u6b63\u5728\u4f7f\u7528\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u8fd9\u5e76\u4e0d\u662f\u4e25\u683c\u7684\u8981\u6c42\u3002\u00a0<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u2014\u2014 \u67d0\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u5458<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n \n \u662f\u4ec0\u4e48\u963b\u6b62\u4e86 LLM \u516c\u53f8\u4f7f\u7528 AMD \u7684 GPU\uff1f<\/strong>\n <\/span>\n <\/section>\n
                      \n
                      \n
                      \n
                      \n
                      \n \n \n \u4ece\u7406\u8bba\u4e0a\u8bb2\uff0c\u4e00\u5bb6\u516c\u53f8\u53ef\u4ee5\u8d2d\u4e70\u4e00\u6279 AMD \u7684 GPU\uff0c\u4f46\u4f7f\u5b83\u4eec\u5728\u516c\u53f8\u7684\u7cfb\u7edf\u4e2d\u6b63\u5e38\u8fd0\u884c\u9700\u8981\u65f6\u95f4\u3002\u5373\u4f7f\u53ea\u662f 2 \u4e2a\u6708\u7684\u5f00\u53d1\u65f6\u95f4\uff0c\u8fd9\u4e5f\u53ef\u80fd\u5bfc\u81f4\u516c\u53f8\u63a8\u51fa\u7684\u4ea7\u54c1\u6bd4\u7ade\u4e89\u5bf9\u624b\u665a\u3002\u56e0\u6b64\uff0c\u5f53\u524d\u6765\u770b\uff0cNVIDIA \u7684 CUDA \u6280\u672f\u88ab\u8ba4\u4e3a\u662f\u5b83\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u58c1\u5792\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                      \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                      \n
                      \n
                      \n
                      \n

                      \n \n \u6211\u6000\u7591 2 \u4e2a\u6708\u7684\u65f6\u95f4\u5dee\u53ef\u80fd\u88ab\u9ad8\u4f30\u4e86\uff0c\u5f88\u53ef\u80fd\u5e76\u4e0d\u5177\u6709\u5b9e\u9645\u610f\u4e49\u3002\u00a0<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u2014\u2014 \u67d0 ML \u5de5\u7a0b\u5e08<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n
                      \n
                      \n
                      \n

                      \n \n \u8c01\u4f1a\u613f\u610f\u627f\u62c5\u90e8\u7f72 10,000 \u4e2a AMD GPU \u6216 10,000 \u4e2a\u672a\u7ecf\u5145\u5206\u9a8c\u8bc1\u7684\u521d\u521b\u516c\u53f8\u7845\u82af\u7247\u7684\u98ce\u9669\u5462\uff1f\u8fd9\u6bd5\u7adf\u662f\u4e00\u9879\u4ef7\u503c\u8fd1 3 \u4ebf\u7f8e\u5143\u7684\u6295\u8d44\u3002\u00a0<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u2014\u2014\u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n
                      \n
                      \n
                      \n

                      \n \n MosaicML\/MI250 – \u662f\u5426\u6709\u4eba\u5411 AMD \u8be2\u95ee\u8fc7\u53ef\u7528\u6027\uff1f\u4f3c\u4e4e AMD \u6ca1\u6709\u751f\u4ea7\u591a\u4f59 Frontier \u9879\u76ee\u6240\u9700\u7684\u6570\u91cf\uff0c\u800c\u73b0\u5728 TSMC \u7684 CoWoS \u751f\u4ea7\u80fd\u529b\u5df2\u88ab NVIDIA \u5360\u7528\u3002MI250 \u53ef\u80fd\u662f\u4e00\u4e2a\u53ef\u884c\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u4f46\u76ee\u524d\u4e0d\u53ef\u7528\u3002\u00a0<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u2014\u2014 \u67d0\u5df2\u9000\u4f11\u7684\u534a\u5bfc\u4f53\u884c\u4e1a\u4e13\u4e1a\u4eba\u58eb<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n \n H100 Vs A100\uff1aH100 \u76f8\u8f83\u4e8e A100 \u5feb\u591a\u5c11\uff1f<\/strong>\n <\/span>\n <\/section>\n
                      \n \n \u76f8\u8f83\u4e8e A100\uff0c\u5728\u8fdb\u884c 16 \u4f4d\u63a8\u7406\u65f6\uff0cH100 \u5927\u7ea6\u5feb 3.5 \u500d\uff0c\u5728\u8fdb\u884c 16 \u4f4d\u8bad\u7ec3\u65f6\uff0cH100 \u5927\u7ea6\u5feb 2.3 \u500d\u3002<\/strong>\n <\/span>\n <\/section>\n

                      \n \n <\/p>\n

                      \n \n \n <\/p>\n

                      \n \n <\/section>\n
                      \n \n \u662f\u5426\u6bcf\u4e2a\u4eba\u90fd\u4f1a\u5e0c\u671b\u4ece A100 GPU \u5347\u7ea7\u5230 H100 GPU\uff1f<\/strong>\n <\/span>\n <\/section>\n
                      \n \u5927\u591a\u6570\u4eba\u90fd\u503e\u5411\u4e8e\u8d2d\u4e70 H100 \u6765\u6ee1\u8db3\u8bad\u7ec3\u548c\u63a8\u7406\u9700\u6c42\uff0c\u800c\u5c06 A100 \u4e3b\u8981\u7528\u4e8e\u63a8\u7406\u3002\u4f46\u662f\uff0c\u4e00\u4e9b\u4eba\u53ef\u80fd\u4f1a\u56e0\u4e3a\u6210\u672c\u3001\u5bb9\u91cf\u3001\u4f7f\u7528\u548c\u65b0\u786c\u4ef6\u7684\u98ce\u9669\uff0c\u4ee5\u53ca\u4e3a A100 GPU \u8fdb\u884c\u4e86\u4f18\u5316\u7684\u73b0\u6709\u8f6f\u4ef6\u800c\u72b9\u8c6b\u662f\u5426\u8fdb\u884c\u5207\u6362\u3002<\/span>\n <\/section>\n
                      \n
                      \n
                      \n
                      \n

                      \n \n \n A100 GPU \u5c06\u5728\u672a\u6765\u51e0\u5e74\u5185\u6210\u4e3a\u5982\u4eca\u7684 V100 GPU\u3002\u76ee\u524d\uff0c\u7531\u4e8e\u6027\u80fd\u9650\u5236\uff0c\u6211\u4e0d\u77e5\u9053\u6709\u8c01\u5728 V100 \u4e0a\u8fdb\u884c LLM \u7684\u8bad\u7ec3\u5de5\u4f5c\uff0c\u4f46\u5b83\u4eec\u4ecd\u7136\u7528\u4e8e\u63a8\u65ad\u548c\u5176\u4ed6\u5de5\u4f5c\u8d1f\u8f7d\u3002\u7c7b\u4f3c\u5730\uff0c\u968f\u7740\u66f4\u591a\u7684 AI \u516c\u53f8\u5c06\u5de5\u4f5c\u8d1f\u8f7d\u8f6c\u79fb\u5230 H100 GPU \u4e0a\uff0cA100 GPU \u7684\u4ef7\u683c\u5c06\u4f1a\u4e0b\u964d\uff0c\u4f46\u4ecd\u7136\u4f1a\u6709\u9700\u6c42\uff0c\u7279\u522b\u662f\u7528\u4e8e\u63a8\u7406\u7b49\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/p>\n

                      \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n
                      \n
                      \n
                      \n

                      \n \n \u6211\u8ba4\u4e3a\u4e5f\u6709\u53ef\u80fd\u5c06\u6765\u6709\u4e00\u4e9b\u7b79\u96c6\u4e86\u5927\u7b14\u8d44\u91d1\u7684\u521d\u521b\u516c\u53f8\u6700\u7ec8\u7834\u4ea7\uff0c\u7136\u540e\u4f1a\u6709\u5927\u91cf\u7684 A100 GPU \u91cd\u65b0\u6d41\u5165\u5e02\u573a\u3002\u00a0<\/em>\n <\/span>\n <\/p>\n

                      \n \n \u2014\u2014 \u53e6\u4e00\u5bb6\u79c1\u6709\u4e91\u9ad8\u7ba1<\/em>\n <\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                      \n \u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u4eba\u4eec\u4f1a\u8fdb\u884c\u786c\u4ef6\u5347\u7ea7\uff0cA100 GPU \u5c06\u66f4\u591a\u5730\u7528\u4e8e\u63a8\u7406\u3002<\/span>\n <\/section>\n
                      \n V100 GPU \u600e\u4e48\u6837\uff1f\u5bf9\u4e8e\u5927\u6a21\u578b\u6765\u8bf4\uff0c\u66f4\u9ad8\u7684 VRAM \u663e\u5361\u9002\u5408\u66f4\u5927\u7684\u6a21\u578b\uff0c\u56e0\u6b64\u9886\u5148\u7684\u56e2\u961f\u66f4\u503e\u5411\u4e8e\u9009\u62e9 H100 \u6216 A100\u3002<\/span>\n <\/section>\n
                      \n
                      \n
                      \n
                      \n

                      \n \u4e0d\u4f7f\u7528 V100 GPU \u7684\u4e3b\u8981\u539f\u56e0\u662f\u7f3a\u4e4f brainfloat16\uff08bfloat16\uff0cBF16\uff09\u6570\u636e\u7c7b\u578b\u3002<\/em><\/strong>\u5982\u679c\u6ca1\u6709\u8fd9\u4e2a\u6570\u636e\u7c7b\u578b\uff0c\u8bad\u7ec3\u6a21\u578b\u4f1a\u53d8\u5f97\u975e\u5e38\u56f0\u96be\u3002OPT \u548c BLOOM \u6027\u80fd\u5dee\u7684\u4e3b\u8981\u539f\u56e0\u53ef\u4ee5\u5f52\u56e0\u4e8e\u6ca1\u6709\u8fd9\u4e2a\u6570\u636e\u7c7b\u578b\uff08<\/em>OPT \u662f\u5728 float16 \u4e2d\u8fdb\u884c\u8bad\u7ec3\u7684\uff0cBLOOM \u7684\u539f\u578b\u5927\u90e8\u5206\u662f\u5728 fp16 \u4e2d\u5b8c\u6210\u7684<\/em><\/strong>\uff0c\u8fd9\u79cd\u6570\u636e\u7c7b\u578b\u6ca1\u6709\u8fbe\u5230\u4e0e\u5728 bf16 \u4e2d\u8fdb\u884c\u7684\u8bad\u7ec3\u76f8\u4e00\u81f4\u7684\u6570\u636e\u901a\u7528\u6027\uff09<\/em>\u3002<\/span>\n <\/p>\n

                      \n \n \u2014\u2014<\/em>\n \u00a0\u67d0\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u5458<\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                      \n \n H100\u3001GH200\u3001DGX GH200\u3001HGX H100 \u548c DGX H100 \u4e4b\u95f4\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong>\n <\/span>\n <\/section>\n
                        \n
                      • \n
                        \n H100 = 1x H100 GPU<\/span>\n <\/section>\n <\/li>\n
                      • \n
                        \n HGX H100 \u662f NVIDIA \u7684\u63a8\u7406\u670d\u52a1\u5668\u5e73\u53f0\uff0cOEMs \u4f1a\u901a\u8fc7\u5b83\u6765\u6784\u5efa 4-GPU \u6216 8 GPU \u670d\u52a1\u5668\u3002\u8fd9\u4e9b\u670d\u52a1\u5668\u7531\u7b2c\u4e09\u65b9 OEM \u5236\u9020\uff08\u5982 Supermicro\uff09\u3002<\/span>\n <\/section>\n <\/li>\n
                      • \n
                        \n \n \n DGX H100 \u662f NVIDIA \u5b98\u65b9\u7684 H100 \u670d\u52a1\u5668\uff0c\u642d\u8f7d\u4e86 8 \u5757 H100 GPU\u3002<\/span>\n <\/strong>\n NVIDIA \u662f\u552f\u4e00\u7684\u4f9b\u5e94\u5546\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                      • \n
                        \n GH200\u00a0\u7684\u914d\u7f6e\u5305\u62ec 1 \u5757 H100 GPU \u548c 1 \u5757 Grace CPU\u3002<\/span>\n <\/section>\n <\/li>\n
                      • \n
                        \n \n \n DGX GH200 \u7684\u914d\u7f6e\u5305\u62ec 256 \u5757 GH200\uff0c\u9884\u8ba1\u5c06\u4e8e 2023 \u5e74\u5e95\u63a8\u51fa\u3002<\/span>\n <\/strong>\n \u53ea\u6709 NVIDIA \u63d0\u4f9b\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                        \n \n \n \u54ea\u4e00\u79cd\u6700\u53d7\u6b22\u8fce\uff1f\u00a0<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                        \n \n \n \u5927\u591a\u6570\u516c\u53f8\u4f1a\u8d2d\u4e70 8-GPU HGX H100\uff0c\u800c\u4e0d\u662f DGX H100 \u6216 4GPU HGX H100 \u670d\u52a1\u5668\u3002<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                        \n \n <\/section>\n
                        \n \n \n \u8fd9\u4e9b GPU \u7684\u6210\u672c\u662f\u591a\u5c11\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                        \n 1 \u53f0 DGX H100\uff08SXM\uff09\u670d\u52a1\u5668\u914d\u7f6e\u4e86 8 \u5757 H100 GPU\uff0c\u4ef7\u683c\u4e3a 46 \u4e07\u7f8e\u5143\uff0c\u5176\u4e2d\u5305\u62ec\u5fc5\u8981\u7684\u6280\u672f\u652f\u6301\u8d39\u7528\u3002\u5728\u8fd9 46 \u4e07\u7f8e\u5143\u4e2d\uff0c\u6709 10 \u4e07\u7f8e\u5143\u662f\u5fc5\u987b\u652f\u4ed8\u7684\u6280\u672f\u652f\u6301\u8d39\u7528\u3002\u5177\u4f53\u89c4\u683c\u5982\u4e0b\uff1a\u521d\u521b\u516c\u53f8\u53ef\u4ee5\u83b7\u5f97\u5927\u7ea6 5 \u4e07\u7f8e\u5143\u7684 Inception \u6298\u6263\uff0c\u6700\u591a\u53ef\u7528\u4e8e 8 \u53f0 DGX H100 \u670d\u52a1\u5668\uff0c\u603b\u5171\u53ef\u4ee5\u83b7\u5f97 64 \u4e2a H100 GPU\u3002<\/span>\n <\/section>\n
                        \n \n <\/section>\n
                        \n 1 \u53f0 HGX H100\uff08SXM\uff09\u670d\u52a1\u5668\u914d\u7f6e\u4e86 8 \u5757 H100 GPU\uff0c\u4ef7\u683c\u5728 30 \u4e07\u81f3 38 \u4e07\u7f8e\u5143\u4e4b\u95f4\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4f7f\u7528\u89c4\u683c\uff08\u7f51\u7edc\u3001\u5b58\u50a8\u3001\u5185\u5b58\u548c CPU\uff09\uff0c\u4ee5\u53ca\u9500\u552e\u5546\u7684\u5229\u6da6\u548c\u652f\u6301\u6c34\u5e73\u3002\u5982\u679c\u89c4\u683c\u4e0e DGX H100 \u5b8c\u5168\u76f8\u540c\uff0c\u53ef\u80fd\u9700\u8981\u652f\u4ed8\u66f4\u9ad8\u7684\u4ef7\u683c\uff0c\u5373 36 \u4e07\u81f3 38 \u4e07\u7f8e\u5143\uff08\u5305\u62ec\u652f\u6301\u8d39\u7528\uff09\u3002<\/span>\n <\/section>\n
                        \n 1 \u53f0 HGX H100\uff08PCIe\uff09\u670d\u52a1\u5668\u914d\u7f6e\u4e86 8 \u5757 H100 GPU\uff0c\u4ef7\u683c\u5927\u7ea6\u4e3a 30 \u4e07\u7f8e\u5143\uff0c\u5305\u62ec\u652f\u6301\u8d39\u7528\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u89c4\u683c\u3002<\/span>\n <\/section>\n
                        \n PCIe \u663e\u5361\u7684\u5e02\u573a\u4ef7\u683c\u5927\u7ea6\u5728 3 \u4e07\u81f3 3.2 \u4e07\u7f8e\u5143\u3002<\/span>\n <\/section>\n
                        \n SXM \u663e\u5361\u901a\u5e38\u4e0d\u4f5c\u4e3a\u5355\u72ec\u7684\u663e\u5361\u9500\u552e\uff0c\u56e0\u6b64\u5f88\u96be\u7ed9\u51fa\u4ef7\u683c\u3002\u4e00\u822c\u53ea\u4f5c\u4e3a 4-GPU \u548c 8-GPU \u670d\u52a1\u5668\u7684\u4e00\u90e8\u5206\u8fdb\u884c\u9500\u552e\u3002<\/span>\n <\/section>\n
                        \n \u9700\u6c42\u4e2d\u5927\u7ea6 70-80% \u662f\u5bf9 SXM H100 GPU \u7684\u9700\u6c42\uff0c\u5176\u4f59\u7684\u9700\u6c42\u662f\u9488\u5bf9 PCIe H100 GPU\u3002<\/strong>\u800c\u4e14 SXM \u578b\u53f7\u7684\u9700\u6c42\u6bd4\u4f8b\u6b63\u5728\u4e0a\u5347\uff0c\u56e0\u4e3a\u5728\u6700\u521d\u7684\u51e0\u4e2a\u6708\u91cc\uff0c\u53ea\u6709 PCIe \u578b\u53f7\u53ef\u4f9b\u9009\u62e9\u3002\u9274\u4e8e\u5927\u591a\u6570\u516c\u53f8\u8d2d\u4e70\u7684\u662f 8-GPU \u7684 HGX H100\uff08SXM\uff09\u670d\u52a1\u5668\uff0c\u6bcf 8 \u5757 H100 GPU \u7684\u5927\u81f4\u82b1\u8d39\u4e3a 36 \u4e07\u7f8e\u5143\u5230 38 \u4e07\u7f8e\u5143\uff0c\u5176\u4e2d\u5305\u62ec\u5176\u4ed6\u670d\u52a1\u5668\u7ec4\u4ef6\u7684\u8d39\u7528\u3002<\/span>\n <\/section>\n
                        \n DGX GH200\uff08\u8bf7\u6ce8\u610f\uff0c\u5b83\u5305\u542b 256 \u5757 GH200\uff0c\u6bcf\u5757 GH200 \u5305\u542b 1 \u5757 H100 GPU \u548c 1 \u5757 Grace GPU\uff09\u7684\u4ef7\u683c\u53ef\u80fd\u5728 1,500 \u4e07\u81f3 2,500 \u4e07\u7f8e\u5143\u4e4b\u95f4<\/strong> \u2014\u2014 \u4e0d\u8fc7\u8fd9\u53ea\u662f\u4e00\u4e2a\u731c\u6d4b\uff0c\u5e76\u975e\u6765\u81ea\u5b9a\u4ef7\u8868\u3002<\/span>\n <\/section>\n
                        \n \n
                        \n <\/span>\n <\/section>\n
                        \n \n \n \u9700\u8981\u591a\u5c11 GPU\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                          \n
                        • \n
                          \n GPT-4 \u53ef\u80fd\u662f\u5728\u5927\u7ea6 10,000 – 25,000 \u4e2a A100 GPU \u7684\u57fa\u7840\u4e0a\u8bad\u7ec3\u51fa\u6765\u7684\u3002<\/span>\n <\/section>\n <\/li>\n
                        • \n
                          \n Meta \u5927\u7ea6\u6709 21,000 \u4e2a A 100 GPU\uff0cTesla \u5927\u7ea6\u6709 7,000 \u4e2a A100 GPU\uff0c\u800c Stability AI \u5927\u7ea6\u6709 5,000 \u4e2a A100 GPU\u3002<\/span>\n <\/section>\n <\/li>\n
                        • \n
                          \n Falcon-40B \u6a21\u578b\u662f\u5728 384 \u4e2a A100 GPU \u4e0a\u8bad\u7ec3\u51fa\u6765\u7684\u3002<\/span>\n <\/section>\n <\/li>\n
                        • \n
                          \n Inflection \u901a\u8fc7 3,500 \u5757 H100 GPU \u6765\u8bad\u7ec3\u4ed6\u4eec\u7684 GPT-3.5 \u7b49\u6548\u6a21\u578b\u3002<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                          \n
                          \n
                          \n
                          \n
                          \n \n \n \u622a\u6b62\u5230 12 \u6708\u4efd\uff0c\u6211\u4eec\u5c06\u62e5\u6709 2.2 \u4e07\u53f0\u6b63\u5728\u8fd0\u884c\u7684\u8bbe\u5907\uff0c\u800c\u4eca\u5929\u6211\u4eec\u5df2\u7ecf\u62e5\u6709\u7684\u8fd0\u884c\u4e2d\u7684\u8bbe\u5907\u6570\u91cf\u5df2\u8fdc\u8d85 3,500 \u53f0\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                          \n \n \n \u2014\u2014 Mustafa Suleyman\uff0cInflection AI CEO<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                          \n \u6839\u636e Elon \u7684\u8bf4\u6cd5\uff0cGPT-5 \u53ef\u80fd\u9700\u8981 30,000 \u5230 50,000 \u4e2aH100 GPU\u3002<\/strong>Morgan Stanley\u5728 2023 \u5e74 2 \u6708\u8868\u793a\uff0cGPT-5 \u5c06\u4f7f\u7528 25,000 \u4e2a GPU\uff0c\u5e76\u4e14\u8fd8\u8bf4 GPT-5 \u5df2\u7ecf\u5728 2023 \u5e74 2 \u6708\u5df2\u7ecf\u5f00\u59cb\u8bad\u7ec3\uff0c\u4f46 Sam Altman \u5728 2023 \u5e74 5 \u6708\u5219\u8868\u793a GPT-5 \u5c1a\u672a\u5f00\u59cb\u8bad\u7ec3\uff0c\u56e0\u6b64 Morgan Stanley \u7684\u4fe1\u606f\u53ef\u80fd\u4e0d\u51c6\u786e\u3002<\/span>\n <\/section>\n
                          \n GCP \u62e5\u6709\u5927\u7ea6 2.5 \u4e07\u5757 H100 GPU\u3002Azure \u53ef\u80fd\u62e5\u6709 1-4 \u4e07\u5757 H100 GPU\u3002Oracle \u7684\u60c5\u51b5\u53ef\u80fd\u7c7b\u4f3c\u3002Azure \u7684\u5927\u90e8\u5206\u7684\u5bb9\u91cf\u90fd\u63d0\u4f9b\u7ed9\u4e86 OpenAI\u3002<\/span>\n <\/section>\n
                          \n CoreWeave \u62e5\u6709\u5927\u7ea6 35,000 \u81f3 40,000 \u5757 H100 GPU\uff0c<\/strong>\u4f46\u5c1a\u672a\u6295\u5165\u4f7f\u7528\uff0c\u8fd9\u4e00\u6570\u91cf\u662f\u901a\u8fc7\u9884\u8ba2\u6570\u91cf\u800c\u4f30\u7b97\u51fa\u6765\u7684\u3002<\/span>\n <\/section>\n
                          \n \n \u5927\u591a\u6570\u521d\u521b\u4f01\u4e1a\u4f1a\u8ba2\u8d2d\u591a\u5c11\u5757 H100 GPU\uff1f<\/strong>\n <\/span>\n <\/section>\n
                          \n \u5bf9\u4e8e LLM\uff1a\u7528\u4e8e\u5fae\u8c03\uff0c\u53ef\u80fd\u9700\u8981\u51e0\u5341\u6216\u4e0a\u767e\u5757 H100 GPU\uff1b\u7528\u4e8e\u8bad\u7ec3\uff0c\u5219\u53ef\u80fd\u9700\u8981\u6570\u5343\u5757 H100 GPU\u3002<\/strong><\/span>\n <\/section>\n
                          \n \n \n \u8fd9\u4e9b\u516c\u53f8\u53ef\u80fd\u60f3\u8981\u591a\u5c11\u5757 H100 GPU\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                          \n OpenAI \u53ef\u80fd\u9700\u8981 5 \u4e07\u3001<\/strong>Inflection\u00a0<\/strong>\u60f3\u8981<\/strong>\u00a0<\/strong>2.2<\/strong>\u00a0<\/strong>\u4e07<\/strong>\u3001<\/strong>Meta \u53ef\u80fd\u60f3\u8981 2.5 \u4e07<\/strong>\uff08\u6709\u6d88\u606f\u79f0 Meta \u9700\u6c42\u53ef\u80fd\u66f4\u9ad8\uff0c\u8fbe 10 \u4e07\u4ee5\u4e0a\uff09\u3002\u5927\u578b\u4e91\u670d\u52a1\u5546\uff08\u4f8b\u5982 Azure\u3001Google Cloud\u3001AWS \u548c Oracle\uff09\u53ef\u80fd\u5404\u9700\u8981 3 \u4e07\u5757 H100 GPU\u3002Lambda\u3001CoreWeave \u548c\u5176\u4ed6\u79c1\u6709\u4e91\u670d\u52a1\u5546\u53ef\u80fd\u603b\u5171\u9700\u8981 10 \u4e07\u5757 H100 GPU\u3002Anthropic\u3001Helsing\u3001Mistral \u548c Character \u53ef\u80fd\u5404\u9700 1 \u4e07\u5757\u3002<\/strong>\u8fd9\u4e9b\u6570\u5b57\u90fd\u662f\u4f30\u7b97\u548c\u731c\u6d4b\uff0c\u6709\u4e9b\u662f\u91cd\u590d\u8ba1\u7b97\u4e86\u4e91\u670d\u52a1\u5546\u548c\u79df\u7528\u4e91\u670d\u52a1\u7684\u6700\u7ec8\u5ba2\u6237\u3002\u4ee5\u4e0a\u6570\u5b57\u603b\u8ba1\u5927\u7ea6 43.2 \u4e07\u5757 H100 GPU\u3002\u6bcf\u5757 GPU \u6309 3.5 \u4e07\u7f8e\u5143\u8ba1\u7b97\uff0c\u603b\u4ef7\u683c\u5219\u4e3a 150 \u4ebf\u7f8e\u5143\u3002\u8fd9\u8fd8\u4e0d\u5305\u62ec\u50cf\u5b57\u8282\u8df3\u52a8\uff08TikTok\uff09\u3001\u767e\u5ea6\u548c\u817e\u8baf\u7b49\u9700\u8981\u5927\u91cf H800 \u578b\u53f7 GPU \u7684\u4e2d\u56fd\u516c\u53f8\u3002<\/strong><\/span>\n <\/section>\n
                          \n \u4e5f\u6709\u4e00\u4e9b\u91d1\u878d\u516c\u53f8\u90e8\u7f72\u6570\u767e\u5757 A100 \u6216 H100 \uff0c\u7136\u540e\u6269\u5c55\u5230\u6570\u5343\u5757 A\/H100\uff0c\u4f8b\u5982\uff1aJane Street\u3001JP Morgan\u3001Two Sigma \u548c Citadel\u3002<\/span>\n <\/section>\n
                          \n \u8fd9\u4e0e NVIDIA \u7684\u6570\u636e\u4e2d\u5fc3\u6536\u5165\u76f8\u6bd4\u5982\u4f55\uff1f<\/span>\n <\/section>\n
                          \n 2023 \u5e74 2 \u6708\u81f3 4 \u6708\u7684\u6570\u636e\u4e2d\u5fc3\u6536\u5165\u4e3a 42.8 \u4ebf\u7f8e\u5143\u30022023 \u5e74 5 \u6708\u81f3 7 \u6708\u7684\u6570\u636e\u4e2d\u5fc3\u6536\u5165\u53ef\u80fd\u5728 80 \u4ebf\u7f8e\u5143\u5de6\u53f3\uff0c\u8fd9\u4e00\u731c\u6d4b\u4e3b\u8981\u57fa\u4e8e\u8be5\u5b63\u5ea6\u6570\u636e\u4e2d\u5fc3\u6536\u5165\u7684\u589e\u957f\uff0c\u800c\u4e0d\u662f\u5176\u4ed6\u9886\u57df\u7684\u589e\u957f\u3002<\/span>\n <\/section>\n
                          \n \u56e0\u6b64\uff0c\u4f9b\u5e94\u77ed\u7f3a\u7684\u60c5\u51b5\u53ef\u80fd\u9700\u8981\u4e00\u6bb5\u65f6\u95f4\u624d\u80fd\u597d\u8f6c\u3002\u4e0d\u8fc7\uff0c\u6240\u6709z\u8fd9\u4e9b\u4f30\u8ba1\u53ef\u80fd\u90fd\u88ab\u4e25\u91cd\u5938\u5927\u4e86\uff0c\u5e76\u4e14\u5176\u4e2d\u7684\u8bb8\u591a\u516c\u53f8\u4eca\u5929\u4e0d\u4f1a\u7acb\u9a6c\u8d2d\u4e70 H100 GPU\uff0c\u4ed6\u4eec\u4f1a\u968f\u65f6\u95f4\u7684\u63a8\u79fb\u800c\u8fdb\u884c\u5347\u7ea7\u3002\u6b64\u5916\uff0cNVIDIA \u4e5f\u5728\u79ef\u6781\u63d0\u5347\u4ea7\u80fd\u3002<\/span>\n <\/section>\n
                          \n
                          \n
                          \n
                          \n
                          \n \n \n \u8fd9\u4f3c\u4e4e\u662f\u6709\u53ef\u80fd\u5b9e\u73b0\u7684\u3002\u62e5\u6709 40 \u4e07\u4e2a H100 GPU \u4f3c\u4e4e\u4e0d\u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u7279\u522b\u662f\u8003\u8651\u5230\u76ee\u524d\u6bcf\u4e2a\u4eba\u90fd\u5728\u8fdb\u884c\u5927\u89c4\u6a21\u7684 H100 \u90e8\u7f72\uff0c\u5176\u4e2d\u6709\u4e9b\u89c4\u6a21\u5df2\u7ecf\u8fbe\u5230\u4e86 4 \u5230 5 \u4f4d\u6570\u7ea7\u522b\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                          \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                          \n \n <\/section>\n
                          \n \n \n \u603b\u7ed3\uff1aH100 \u9700\u6c42<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                          \n \u5728\u8fdb\u5165\u4e0b\u4e00\u90e8\u5206\u524d\uff0c\u6709\u51e0\u70b9\u9700\u8981\u6ce8\u610f\uff1a\u5927\u591a\u6570\u5927\u578b\u4e91\u670d\u52a1\u5546\uff08Azure\u3001AWS\u3001GCP \u548c Oracle\uff09\u548c\u79c1\u6709\u4e91\u670d\u52a1\u5546\uff08CoreWeave \u548c Lambda \u7b49\uff09\u90fd\u5e0c\u671b\u83b7\u5f97\u66f4\u591a\u7684 NVIDIA H100 GPU\u3002\u5927\u591a\u6570\u5927\u578b AI \u4ea7\u54c1\u516c\u53f8\u4e5f\u5e0c\u671b\u83b7\u5f97\u66f4\u591a\u7684 H100 GPU\uff0c\u4f46\u6570\u91cf\u8d85\u51fa\u4e86\u4ed6\u4eec\u7684\u80fd\u529b\u8303\u56f4\u3002\u4e00\u822c\u800c\u8a00\uff0c\u4ed6\u4eec\u9700\u8981\u5e26\u6709 SXM \u663e\u5361\u7684 8-GPU HGX H100 \u670d\u52a1\u5668\uff0c\u6bcf\u53f0 8-GPU \u670d\u52a1\u5668\u5927\u7ea6\u9700\u8981 30-400 \u4e07\u7f8e\u5143\uff0c<\/strong>\u5177\u4f53\u53d6\u51b3\u4e8e\u89c4\u683c\u548c\u652f\u6301\u60c5\u51b5\u3002\u8fd9\u4e4b\u4e2d\u53ef\u80fd\u5b58\u5728\u9700\u6c42\u8d85\u8fc7\u51e0\u5341\u4e07\u5757 H100 GPU \u7684\u60c5\u51b5\uff08\u4ef7\u503c\u8d85\u8fc7 150 \u4ebf\u7f8e\u5143\u7684 GPU\uff09\u3002\u5728\u4f9b\u5e94\u6709\u9650\u7684\u60c5\u51b5\u4e0b\uff0cNVIDIA \u5b8c\u5168\u53ef\u4ee5\u901a\u8fc7\u63d0\u9ad8\u4ef7\u683c\u6765\u6e05\u7b97\uff0c\u5e76\u4e14\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u4e5f\u6b63\u5728\u8fd9\u4e48\u505a\u3002\u4f46\u91cd\u8981\u7684\u662f\u8981\u77e5\u9053\uff0cH100 \u7684\u5206\u914d\u53d6\u51b3\u4e8e NVIDIA \u7684\u610f\u613f\u3002<\/span>\n <\/section>\n
                          \n \n
                          \n <\/span>\n <\/section>\n
                          \n
                          \n
                          \n
                          \n \n <\/section>\n
                          \n \n <\/section>\n
                          \n

                          \n H100 GPU \u7684\u4f9b\u5e94<\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                          \n \n \u9020\u6210\u74f6\u9888\u7684\u539f\u56e0 \u2014\u2014 \u4f9b\u5e94<\/strong>\n <\/span>\n <\/section>\n
                            \n
                          1. \n
                            \n \u751f\u4ea7\u65b9\u9762\u5b58\u5728\u54ea\u4e9b\u74f6\u9888\uff1f<\/span>\n <\/section>\n <\/li>\n
                          2. \n
                            \n \u54ea\u4e9b\u7ec4\u4ef6\uff1f\u00a0<\/span>\n <\/section>\n <\/li>\n
                          3. \n
                            \n \u8c01\u5728\u751f\u4ea7\u5b83\u4eec\uff1f<\/span>\n <\/section>\n <\/li>\n <\/ol>\n
                            \n \n \n <\/span>\n <\/section>\n
                            \n \n \u8c01\u5728\u751f\u4ea7 H100\uff1f<\/strong>\n <\/span>\n <\/section>\n
                            \n \u53f0\u79ef\u7535\u3002<\/span>\n <\/section>\n
                            \n \n NVIDIA \u662f\u5426\u53ef\u4ee5\u5229\u7528\u5176\u4ed6\u82af\u7247\u5382\u6765\u751f\u4ea7 H100 GPU\uff1f<\/strong>\n <\/span>\n <\/section>\n
                            \n \u4e0d\u80fd\uff0c\u81f3\u5c11\u76ee\u524d\u8fd8\u4e0d\u80fd\u3002NVIDIA \u8fc7\u53bb\u66fe\u4e0e\u4e09\u661f\u5408\u4f5c\u3002\u4f46\u5728 H100 \u548c\u5176\u4ed6 5 \u7eb3\u7c73\u5236\u7a0b\u7684 GPU \u4e0a\uff0c\u4ed6\u4eec\u53ea\u80fd\u4f7f\u7528\u53f0\u79ef\u7535\u7684\u5236\u9020\u670d\u52a1\u3002\u8fd9\u610f\u5473\u7740\u4e09\u661f\u76ee\u524d\u8fd8\u4e0d\u80fd\u6ee1\u8db3 NVIDIA \u5bf9\u5148\u8fdb GPU \u7684\u9700\u6c42\u3002\u672a\u6765\uff0c\u4ed6\u4eec\u53ef\u80fd\u4f1a\u4e0e Intel \u5408\u4f5c\uff0c\u5e76\u518d\u6b21\u4e0e\u4e09\u661f\u5408\u4f5c\u5f00\u53d1\u5148\u8fdb\u7684 GPU\uff0c\u4f46\u8fd9\u4e24\u79cd\u60c5\u51b5\u5728\u77ed\u671f\u5185\u90fd\u4e0d\u4f1a\u6709\u52a9\u4e8e\u7f13\u89e3 H100 \u7684\u4f9b\u5e94\u77ed\u7f3a\u3002<\/span>\n <\/section>\n
                            \n \n \n \u4e0d\u540c\u7684\u53f0\u79ef\u7535\u8282\u70b9\u5982\u4f55\u5173\u8054\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                            \n \u53f0\u79ef\u7535 5 \u7eb3\u7c73\u7cfb\u5217\uff1a<\/span>\n <\/section>\n
                              \n
                            • \n
                              \n N5<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                \n
                              • \n
                                \n 4N \u5728\u8fd9\u53ef\u4ee5\u88ab\u770b\u4f5c\u662f N5 \u7684\u589e\u5f3a\u7248\uff0c\u4f46\u5728\u6027\u80fd\u548c\u7279\u6027\u4e0a\u4e0d\u5982 N5P\u3002<\/span>\n <\/section>\n <\/li>\n
                              • \n
                                \n N5P<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                  \n
                                • \n
                                  \n 4N \u5728\u8fd9\u53ef\u4ee5\u88ab\u770b\u4f5c\u662f N5P \u7684\u589e\u5f3a\u7248\uff0c\u4f46\u5728\u6027\u80fd\u548c\u7279\u6027\u4e0a\u4e0d\u5982 N5\u3002<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                    \n
                                  • \n
                                    \n N4<\/span>\n <\/section>\n <\/li>\n
                                  • \n
                                    \n N4P<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                    \n \n H100 \u662f\u5728\u54ea\u4e2a\u53f0\u79ef\u7535\u8282\u70b9\u4e0a\u5236\u9020\u7684\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                    \n \u53f0\u79ef\u7535 4N\u3002\u8fd9\u662f\u4e00\u79cd\u8f6c\u4e3a NVIDIA \u8bbe\u8ba1\u7684\u7279\u6b8a\u5236\u7a0b\u8282\u70b9\uff0c\u5c5e\u4e8e 5nm \u7cfb\u5217\uff0c\u5177\u6709\u589e\u5f3a\u578b 5nm \u7684\u5de5\u827a\uff0c\u5c3d\u7ba1\u5b83\u5e76\u975e\u771f\u6b63\u7684 4nm \u5de5\u827a\u3002<\/span>\n <\/section>\n
                                    \n \n \u8fd8\u6709\u8c01\u5728\u4f7f\u7528\u8be5\u8282\u70b9\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                    \n \u662f\u82f9\u679c\u516c\u53f8\uff0c\u4f46\u4ed6\u4eec\u5df2\u5c06\u4e3b\u8981\u7cbe\u529b\u8f6c\u5411\u4e86 N3 \u5236\u7a0b\uff0c\u5e76\u9884\u7559\u4e86\u5927\u90e8\u5206 N3 \u5236\u7a0b\u7684\u4ea7\u80fd\u3002\u9ad8\u901a\u548c AMD \u662f\u53e6\u5916\u4e24\u5bb6\u4e3b\u8981\u91c7\u7528 N5 \u5bb6\u65cf\u5236\u7a0b\u7684\u5927\u5ba2\u6237\u3002<\/span>\n <\/section>\n
                                    \n \n A100 \u4f7f\u7528\u54ea\u4e2a\u53f0\u79ef\u7535\u5236\u7a0b\u8282\u70b9\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                    \n N7\u3002<\/span>\n <\/section>\n
                                    \n \n \u82af\u7247\u5236\u9020\u5de5\u5382<\/strong>\n \u7684<\/strong>\n \u4ea7\u80fd\u901a\u5e38\u9700\u8981\u63d0\u524d\u591a\u957f\u65f6\u95f4\u6765\u9884\u8ba2\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                    \n \u4e0d\u6e05\u695a\uff0c\u53ef\u80fd\u8981 12 \u4e2a\u6708\u4ee5\u4e0a\u3002<\/span>\n <\/section>\n
                                    \n
                                    \n
                                    \n
                                    \n
                                    \n \n \n \u53f0<\/span>\n <\/em>\n \n \u79ef\u7535\u53ca\u5176\u5927\u5ba2\u6237\u901a\u5e38\u5171\u540c\u89c4\u5212\u751f\u4ea7\u9700\u6c42\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u53f0\u79ef\u7535\u548c NVIDIA \u53ef\u80fd\u4f4e\u4f30\u4e86\u4ed6\u4eec\u7684\u9700\u6c42\u3002<\/em>\n <\/span>\n <\/span>\n <\/section>\n
                                    \n \n \n \n \u2014\u2014 \u67d0\u533f\u540d<\/span>\n <\/em>\n <\/span>\n \u4eba\u58eb<\/span>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                    \n \n \u751f\u4ea7\uff08\u751f\u4ea7\u3001\u5305\u88c5\u3001\u6d4b\u8bd5\uff09\u9700\u8981\u591a\u957f\u65f6\u95f4\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                    \n H100 \u4ece\u5f00\u59cb\u751f\u4ea7\u5230\u51fa\u552e\u7ed9\u5ba2\u6237\u901a\u5e38\u9700\u8981 6 \u4e2a\u6708\u7684\u65f6\u95f4\uff08\u6839\u636e\u4ea4\u8c08\u5f97\u77e5\uff0c\u5e0c\u671b\u5f97\u5230\u786e\u8ba4\uff09\u3002<\/span>\n <\/section>\n
                                    \n \n \u74f6\u9888\u5728\u54ea\u91cc\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                    \n
                                    \n
                                    \n
                                    \n
                                    \n \n \n \u5728\u53f0\u79ef\u7535\uff0c\u6676\u5706\u751f\u4ea7\u4e0d\u662f\u74f6\u9888\u3002\u524d\u9762\u63d0\u5230\u7684 CoWoS\uff083D \u5806\u53e0\uff09\u5c01\u88c5\u6280\u672f\u662f\u53f0\u79ef\u7535\u7684\u74f6\u9888\u3002<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                    \n \n \n \u2014\u2014 \u9000\u4f11\u534a\u5bfc\u4f53\u884c\u4e1a\u4e13\u4e1a\u4eba\u58eb<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                    \n \n <\/section>\n
                                    \n \n H100 \u5185\u5b58<\/strong>\n <\/span>\n <\/section>\n
                                    \n \n \u662f\u4ec0\u4e48\u5f71\u54cd\u4e86 GPU \u7684\u5185\u5b58\u5e26\u5bbd\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                    \n \u5185\u5b58\u7c7b\u578b\u3001\u5185\u5b58\u603b\u7ebf\u5bbd\u5ea6\u548c\u5185\u5b58\u65f6\u949f\u901f\u5ea6\u3002<\/span>\n <\/section>\n
                                    \n
                                    \n
                                    \n
                                    \n
                                    \n \n \n \u4e3b\u8981\u95ee\u9898\u5728\u4e8e HBM\uff08\u9ad8\u5e26\u5bbd\u5185\u5b58\uff09\u3002\u5236\u9020 HBM \u975e\u5e38\u56f0\u96be\uff0c\u56e0\u6b64\u4f9b\u5e94\u4e5f\u53d7\u5230\u9650\u5236\u3002\u4e00\u65e6\u83b7\u5f97\u4e86 HBM\uff0c\u8bbe\u8ba1\u5c31\u53ef\u4ee5\u76f4\u89c2\u5730\u8ddf\u968f\u800c\u6765\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                    \n \n \n \u2014\u2014 \u67d0\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u5458<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                    \n \n H100 \u4f7f\u7528<\/strong>\n \u7684\u662f<\/strong>\n \u4ec0\u4e48<\/strong>\n \u7c7b\u578b\u7684<\/strong>\n \u5185\u5b58\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                    \n H100 SXM \u91c7\u7528\u7684\u662f HBM3 \u5185\u5b58\u3002\u800c H100 PCIe \u5b9e\u9645\u4e0a\u4f7f\u7528\u7684\u662f HBM2e \u5185\u5b58\u3002<\/span>\n <\/section>\n
                                    \n \n H100 \u4e0a\u7684\u5185\u5b58\u662f\u7531\u54ea\u5bb6\u516c\u53f8\u5236\u9020\u7684\uff1f<\/strong>\n \n <\/span>\n <\/section>\n
                                    \n \u603b\u7ebf\u5bbd\u5ea6\u548c\u65f6\u949f\u901f\u5ea6\u662f\u7531 NVIDIA \u8bbe\u8ba1\u7684\uff0c\u662f GPU \u67b6\u6784\u7684\u4e00\u90e8\u5206\u3002<\/span>\n <\/section>\n
                                    \n \u5bf9\u4e8e HBM3 \u5185\u5b58\u672c\u8eab\uff0c\u6211\u8ba4\u4e3a NVIDIA \u4f7f\u7528\u4e86\u5168\u90e8\u6216\u7edd\u5927\u591a\u6570\u6765\u81ea SK Hynix \u7684\u5185\u5b58\u3002\u4e0d\u786e\u5b9a NVIDIA \u662f\u5426\u5728 H100\u00a0\u4e0a\u4f7f\u7528\u4e86\u6765\u81ea\u4e09\u661f\u7684\u5185\u5b58\uff0c\u4f46\u5e94\u8be5\u6ca1\u6709\u4f7f\u7528\u7f8e\u5149\uff08Micron\uff09\u7684\u5185\u5b58\u3002<\/span>\n <\/section>\n
                                    \n \u5c31 HBM3 \u5185\u5b58\u800c\u8a00\uff0cSK Hynix \u5236\u9020\u7684\u7684\u6700\u591a\uff0c\u5176\u6b21\u662f\u4e09\u661f\uff0c\u800c\u7f8e\u5149\u5219\u8fdc\u8fdc\u843d\u540e\u3002SK Hynix \u4f3c\u4e4e\u5df2\u7ecf\u63d0\u9ad8\u4e86\u4ea7\u91cf\uff0c\u4f46 NVIDIA \u8fd8\u5728\u5e0c\u671b\u4ed6\u4eec\u589e\u52a0\u4ea7\u91cf\uff0c\u800c\u4e09\u661f\u548c\u7f8e\u5149\u5c1a\u672a\u6210\u529f\u63d0\u9ad8\u4ea7\u91cf\u3002<\/span>\n <\/section>\n
                                    \n \n <\/section>\n
                                    \n \n \n \u5728\u5236\u9020 GPU \u65f6\u8fd8\u4f7f\u7528\u4e86\u54ea\u4e9b\u5176\u4ed6\u6750\u6599\u6216\u7ec4\u4ef6\uff1f<\/strong>\n <\/span>\n \n \n \n <\/strong>\n <\/span>\n <\/span>\n <\/section>\n
                                    \n \u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u67d0\u4e9b\u90e8\u5206\u53d7\u5230\u7684\u74f6\u9888\u8981\u660e\u663e\u5927\u4e8e\u5176\u4ed6\u90e8\u5206\u3002<\/span>\n <\/section>\n
                                      \n
                                    • \n
                                      \n \n \n \u91d1\u5c5e\u5143\u7d20\uff1a<\/span>\n <\/strong>\n \u8fd9\u4e9b\u5143\u7d20\u5bf9 GPU \u7684\u751f\u4ea7\u81f3\u5173\u91cd\u8981\u3002\u5b83\u4eec\u5305\u62ec\uff1a<\/span>\n <\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                        \n
                                      • \n
                                        \n \u94dc\uff1a\u7531\u4e8e\u5177\u6709\u9ad8\u5bfc\u7535\u6027\u800c\u7528\u4e8e\u7535\u6c14\u8fde\u63a5\u7684\u5236\u9020\u3002<\/span>\n <\/section>\n <\/li>\n
                                      • \n
                                        \n \u94bd\uff1a\u7531\u4e8e\u80fd\u4fdd\u6301\u8f83\u9ad8\u7684\u7535\u8377\u91cf\uff0c\u5e38\u7528\u4e8e\u7535\u5bb9\u5668\u4e2d\u3002<\/span>\n <\/section>\n <\/li>\n
                                      • \n
                                        \n \u91d1\uff1a\u7531\u4e8e\u5176\u8010\u8150\u8680\u6027\uff0c\u53ef\u7528\u4e8e\u9ad8\u54c1\u8d28\u7535\u9540\u548c\u8fde\u63a5\u5668\u3002<\/span>\n <\/section>\n <\/li>\n
                                      • \n
                                        \n \u94dd\uff1a\u5e38\u7528\u4e8e\u6563\u70ed\u5668\uff0c\u5e2e\u52a9\u6563\u70ed\u3002<\/span>\n <\/section>\n <\/li>\n
                                      • \n
                                        \n \u954d\uff1a\u5e38\u7528\u4e8e\u8fde\u63a5\u5668\u7684\u6d82\u5c42\uff0c\u5177\u6709\u8010\u8150\u8680\u6027\u3002<\/span>\n <\/section>\n <\/li>\n
                                      • \n
                                        \n \u9521\uff1a\u7528\u4e8e\u710a\u63a5\u7ec4\u4ef6\u3002<\/span>\n <\/section>\n <\/li>\n
                                      • \n
                                        \n \u94df\uff1a\u7528\u4e8e\u70ed\u754c\u9762\u6750\u6599\uff0c\u5177\u6709\u826f\u597d\u7684\u5bfc\u70ed\u6027\u3002<\/span>\n <\/section>\n <\/li>\n
                                      • \n
                                        \n \u94af\uff1a\u7528\u4e8e\u67d0\u4e9b\u7c7b\u578b\u7684\u7535\u5bb9\u5668\u548c\u534a\u5bfc\u4f53\u5668\u4ef6\u3002<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                          \n
                                        • \n
                                          \n \n \n \u7845\uff08\u7c7b\u91d1\u5c5e\uff09\uff1a<\/span>\n <\/strong>\n \u5236\u9020\u534a\u5bfc\u4f53\u5668\u4ef6\u7684\u4e3b\u8981\u6750\u6599\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u7a00\u571f\u5143\u7d20\uff1a<\/span>\n <\/strong>\n \u8fd9\u4e9b\u5143\u7d20\u56e0\u5176\u72ec\u7279\u7684\u6027\u8d28\u800c\u88ab\u7528\u4e8e GPU \u7684\u5404\u4e2a\u90e8\u5206\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u5176\u4ed6\u91d1\u5c5e\u548c\u5316\u5b66\u54c1\uff1a<\/span>\n <\/strong>\n \u8fd9\u4e9b\u6750\u6599\u7528\u4e8e\u751f\u4ea7\u7684\u5404\u4e2a\u9636\u6bb5\uff0c\u4ece\u5236\u9020\u7845\u6676\u7247\u5230 GPU \u6700\u7ec8\u7ec4\u88c5\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u57fa\u677f\uff1a<\/span>\n <\/strong>\n \u8fd9\u662f\u5b89\u88c5 GPU \u7ec4\u4ef6\u7684\u6750\u6599\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u5c01\u88c5\u6750\u6599\uff1a<\/span>\n <\/strong>\n \u7528\u4e8e\u5bb9\u7eb3\u548c\u4fdd\u62a4 GPU \u82af\u7247\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u710a\u7403\u548c\u710a\u7ebf\uff1a<\/span>\n <\/strong>\n \u7528\u4e8e\u8fde\u63a5 GPU \u82af\u7247\u4e0e\u57fa\u677f\u548c\u5176\u4ed6\u5143\u4ef6\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u88ab\u52a8\u5143\u4ef6\uff1a<\/span>\n <\/strong>\n \u5305\u62ec\u7535\u5bb9\u5668\u548c\u7535\u963b\u5668\uff0c\u5b83\u4eec\u5bf9 GPU \u7684\u8fd0\u884c\u81f3\u5173\u91cd\u8981\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u5370\u5237\u7535\u8def\u677f\uff08PCB\uff09\uff1a<\/span>\n <\/strong>\n \u8fd9\u662f\u5b89\u88c5 GPU \u6240\u6709\u5143\u4ef6\u7684\u7535\u8def\u677f\uff0c\u5b83\u63d0\u4f9b\u4e86\u5143\u4ef6\u4e4b\u95f4\u7684\u7535\u8fde\u63a5\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u70ed\u5316\u5408\u7269\uff1a<\/span>\n <\/strong>\n \u7528\u4e8e\u6539\u5584\u82af\u7247\u4e0e\u6563\u70ed\u5668\u4e4b\u95f4\u7684\u70ed\u4f20\u5bfc\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u534a\u5bfc\u4f53\u5236\u9020\u8bbe\u5907\uff1a<\/span>\n <\/strong>\n \u5305\u62ec\u5149\u523b\u673a\u3001\u8680\u523b\u8bbe\u5907\u3001\u79bb\u5b50\u6ce8\u5165\u8bbe\u5907\u7b49\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u65e0\u5c18\u5ba4\u8bbe\u65bd\uff1a<\/span>\n <\/strong>\n \u8fd9\u662f GPU \u751f\u4ea7\u8fc7\u7a0b\u4e2d\u7684\u5fc5\u9700\u8bbe\u65bd\uff0c\u4ee5\u9632\u6b62\u7845\u6676\u7247\u548c\u5176\u4ed6\u7ec4\u4ef6\u7684\u6c61\u67d3\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u6d4b\u8bd5\u548c\u8d28\u91cf\u63a7\u5236\u8bbe\u5907\uff1a<\/span>\n <\/strong>\n \u7528\u4e8e\u786e\u4fdd GPU \u7b26\u5408\u6240\u9700\u7684\u6027\u80fd\u548c\u53ef\u9760\u6027\u6807\u51c6\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u8f6f\u4ef6\u548c\u56fa\u4ef6\uff1a<\/span>\n <\/strong>\n \u8fd9\u4e9b\u5bf9\u4e8e\u63a7\u5236 GPU \u7684\u8fd0\u884c\u4ee5\u53ca\u4e0e\u8ba1\u7b97\u673a\u7cfb\u7edf\u7684\u5176\u4ed6\u90e8\u5206\u8fde\u63a5\u81f3\u5173\u91cd\u8981\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u5305\u88c5\u548c\u8fd0\u8f93\u6750\u6599\uff1a<\/span>\n <\/strong>\n \u8fd9\u4e9b\u662f\u5c06\u6700\u7ec8\u4ea7\u54c1\u5b8c\u597d\u65e0\u635f\u5730\u4ea4\u4ed8\u7ed9\u5ba2\u6237\u6240\u5fc5\u9700\u7684\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u8f6f\u4ef6\u5de5\u5177\uff1a<\/span>\n <\/strong>\n \u7528\u4e8e CAD \u548c\u4eff\u771f\u7684\u8f6f\u4ef6\u5de5\u5177\u5728\u8bbe\u8ba1 GPU \u7684\u7ed3\u6784\u548c\u6d4b\u8bd5\u529f\u80fd\u65b9\u9762\u81f3\u5173\u91cd\u8981\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u80fd\u6e90\u6d88\u8017\uff1a<\/span>\n <\/strong>\n \u5728 GPU \u82af\u7247\u7684\u5236\u9020\u8fc7\u7a0b\u4e2d\uff0c\u7531\u4e8e\u9700\u8981\u4f7f\u7528\u9ad8\u7cbe\u5ea6\u7684\u673a\u68b0\u8bbe\u5907\uff0c\u56e0\u6b64\u9700\u8981\u5927\u91cf\u7535\u529b\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u5e9f\u7269\u7ba1\u7406\uff1a<\/span>\n <\/strong>\n GPU \u5728\u751f\u4ea7\u8fc7\u7a0b\u4f1a\u4ea7\u751f\u5e9f\u5f03\u7269\uff0c\u5fc5\u987b\u59a5\u5584\u7ba1\u7406\u548c\u5904\u7406\uff0c\u56e0\u4e3a\u6240\u4f7f\u7528\u7684\u8bb8\u591a\u6750\u6599\u53ef\u80fd\u5bf9\u73af\u5883\u6709\u5bb3\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u6d4b\u8bd5\u80fd\u529b\uff1a<\/span>\n <\/strong>\n \u7528\u4e8e\u9a8c\u8bc1\u529f\u80fd\u548c\u6027\u80fd\u7684\u5b9a\u5236 \/ \u7279\u6b8a\u6d4b\u8bd5\u8bbe\u5907\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n
                                        • \n
                                          \n \n \n \u82af\u7247\u5c01\u88c5\uff1a<\/span>\n <\/strong>\n \u5c06\u7845\u6676\u7247\u7ec4\u88c5\u6210\u53ef\u7528\u4e8e\u66f4\u5927\u7cfb\u7edf\u7684\u5143\u4ef6\u5c01\u88c5\u3002<\/span>\n <\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                          \n \n \n
                                          \n <\/strong>\n <\/span>\n <\/section>\n
                                          \n
                                          \n
                                          \n
                                          \n \n <\/section>\n
                                          \n \n <\/section>\n
                                          \n

                                          \n \u5c55\u671b\u4e0e\u9884\u6d4b<\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                                          \n \n \n NVIDIA\u00a0<\/span>\n <\/strong>\n \u62ab\u9732\u4e86\u4ec0\u4e48<\/strong>\n \uff1f<\/strong>\n <\/span>\n <\/section>\n
                                          \n NVIDIA \u900f\u9732\uff0c\u4ed6\u4eec\u5c06\u5728\u4e0b\u534a\u5e74\u589e\u52a0\u4f9b\u5e94\u91cf\uff0c\u4f46\u9664\u6b64\u4e4b\u5916\uff0c\u4ed6\u4eec\u6ca1\u6709\u62ab\u9732\u66f4\u591a\u4fe1\u606f\uff0c\u4e5f\u6ca1\u6709\u63d0\u4f9b\u5177\u4f53\u7684\u6570\u91cf\u4fe1\u606f\u3002<\/span>\n <\/section>\n
                                          \n
                                          \n
                                          \n
                                          \n
                                          \n \n \n \u201c\u6211\u4eec\u6b63\u5728\u52aa\u529b\u6ee1\u8db3\u672c\u5b63\u5ea6\u7684\u4f9b\u5e94\u9700\u6c42\uff0c\u540c\u65f6\u6211\u4eec\u4e5f\u5df2\u7ecf\u91c7\u8d2d\u4e86\u5927\u91cf\u4f9b\u5e94\u6765\u6ee1\u8db3\u4e0b\u534a\u5e74\u7684\u9700\u6c42\u3002<\/span><\/span>\n \u201d<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                          \n \n \n \u201c\u6211\u4eec\u76f8\u4fe1\u4e0b\u534a\u5e74\u6211\u4eec\u7684\u4f9b\u5e94\u91cf\u5c06\u8fdc\u8fdc\u5927\u4e8e\u4e0a\u534a\u5e74\u3002<\/span>\u201d<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                          \n \n \n \u2014\u2014 NVIDIA CFO Colette Kress\uff0c2023 \u5e74 2-4 \u6708\u8d22\u62a5\u7535\u8bdd\u4f1a\u8bae<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                          \n \n <\/section>\n
                                          \n \n \n \u63a5\u4e0b\u6765\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                                          \n
                                          \n
                                          \n
                                          \n
                                          \n \n \n \u6211\u8ba4\u4e3a\u76ee\u524d\u6709\u53ef\u80fd\u5b58\u5728\u4e00\u79cd\u81ea\u6211\u5f3a\u5316\u7684\u5faa\u73af\uff0c\u5176\u4e2d\u7a00\u7f3a\u6027\u5bfc\u81f4 GPU \u5bb9\u91cf\u88ab\u89c6\u4e3a\u7ade\u4e89\u58c1\u5792\uff0c\u8fd9\u53c8\u4fc3\u4f7f\u66f4\u591a\u4eba\u56e4\u79ef GPU\uff0c\u4ece\u800c\u52a0\u5267\u4e86\u4f9b\u5e94\u7684\u7a00\u7f3a\u6027\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                          \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                          \n \n H100<\/strong>\n \u00a0<\/strong>\n \u7684\u7ee7\u4efb\u8005\u5c06\u4f1a\u5728\u4f55\u65f6\u95ee\u4e16\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                          \n \u6839\u636e NVIDIA \u5386\u53f2\u4e0a\u53d1\u5e03\u4e0d\u540c\u67b6\u6784\u4e4b\u95f4\u7684\u65f6\u95f4\u95f4\u9694\uff0c\u65b0\u4e00\u4ee3 H100\u00a0\u7684\u7ee7\u4efb\u8005\u53ef\u80fd\u8981\u7b49\u5230 2024 \u5e74\u672b\uff082024 \u5e74\u4e2d\u671f\u5230 2025 \u5e74\u521d\uff09\u624d\u4f1a\u5ba3\u5e03\u3002<\/span>\n <\/section>\n
                                          \n \u5728\u90a3\u4e4b\u524d\uff0cH100\u00a0\u5c06\u7ee7\u7eed\u662f NVIDIA \u6700\u9876\u5c16\u7684 GPU\u3002\uff08GH200\u00a0\u548c DGX GH200\u00a0\u4e0d\u7b97\u5728\u5185\uff0c\u5b83\u4eec\u4e0d\u662f\u7eaf\u7cb9\u7684 GPU\uff0c\u90fd\u4f7f\u7528 H100\u00a0\u4f5c\u4e3a\u5b83\u4eec\u7684 GPU\u3002<\/span>\n <\/section>\n
                                          \n \n \u662f\u5426\u4f1a\u63a8\u51fa\u66f4\u9ad8\u663e\u5b58\u7684<\/strong>\n \u00a0<\/strong>\n H100\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                          \n \u4e5f\u8bb8\u4f1a\u6709\u6db2\u51b7\u7684 120GB H100\u3002<\/span>\n <\/section>\n
                                          \n \n \u4f9b\u5e94\u77ed\u7f3a\u5c06\u5728\u4f55\u65f6\u7ed3\u675f\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                          \n \u4e0e\u6211\u4ea4\u8c08\u8fc7\u7684\u4e00\u4e2a\u5c0f\u7ec4\u63d0\u5230\uff0c\u5b9e\u9645\u4e0a 2023 \u5e74\u5e95\u4e4b\u524d\u7684 H100 \u65e9\u5df2\u552e\u7f44 \u3002<\/span>\n <\/section>\n
                                          \n \n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                          \n \n <\/section>\n
                                          \n
                                          \n
                                          \n
                                          \n \n <\/section>\n
                                          \n \n <\/section>\n
                                          \n

                                          \n \u91c7\u8d2d H100<\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                                          \n \n \u8c01\u5728\u9500\u552e H100\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                          \n \u6234\u5c14\u3001\u60e0\u666e\uff08HPE\uff09\u3001\u8054\u60f3\u3001\u8d85\u5fae\u548c\u5e7f\u8fbe\u7b49 OEM \u90fd\u5728\u9500\u552e H100 \u548c HGX H100\u3002<\/span>\n <\/section>\n
                                          \n \u5f53\u9700\u8981 InfiniBand \u65f6\uff0c\u9700\u8981\u76f4\u63a5\u4e0e NVIDIA \u65d7\u4e0b\u7684 Mellanox \u8054\u7cfb\u3002<\/span>\n <\/section>\n
                                          \n \u56e0\u6b64\uff0c\u50cf CoreWeave \u548c Lambda \u8fd9\u7684 GPU \u4e91\u670d\u52a1\u5546\u4f1a\u4ece OEM \u8d2d\u4e70\uff0c\u7136\u540e\u79df\u7ed9\u521d\u521b\u4f01\u4e1a\u3002<\/span>\n <\/section>\n
                                          \n \u8d85\u5927\u89c4\u6a21\u4e91\u670d\u52a1\u5546\uff08\u5982 Azure\u3001GCP\u3001AWS \u548c Oracle\uff09\u66f4\u76f4\u63a5\u4e0e NVIDIA \u5408\u4f5c\uff0c\u4f46\u4ed6\u4eec\u901a\u5e38\u4e5f\u4e0e OEM \u5408\u4f5c\u3002<\/span>\n <\/section>\n
                                          \n \u5373\u4f7f\u662f DGX\uff0c\u4e5f\u8981\u901a\u8fc7 OEM \u8d2d\u4e70\u3002\u987e\u5ba2\u53ef\u4ee5\u4e0e NVIDIA \u4ea4\u6d41\uff0c\u4f46\u4ecd\u8981\u901a\u8fc7 OEM \u8d2d\u4e70\uff0c\u4e0d\u80fd\u76f4\u63a5\u5411 NVIDIA \u53d1\u51fa\u91c7\u8d2d\u8ba2\u5355\u3002<\/span>\n <\/section>\n
                                          \n \n \u4ea4\u4ed8\u5468\u671f\u5982\u4f55\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                          \n 8-GPU HGX \u670d\u52a1\u5668\u7684\u4ea4\u4ed8\u65f6\u95f4\u975e\u5e38\u7cdf\u7cd5\uff0c\u800c 4-GPU HGX \u670d\u52a1\u5668\u7684\u4ea4\u4ed8\u65f6\u95f4\u5f88\u597d\u3002\u6240\u6709\u4eba\u90fd\u60f3\u8981 8-GPU \u670d\u52a1\u5668\uff01<\/span>\n <\/section>\n
                                          \n \n \u5982\u679c\u4e00\u5bb6\u521d\u521b\u516c\u53f8\u4eca\u5929\u4e0b\u8ba2\u5355\uff0c\u4ed6\u4eec<\/strong>\n \u4f55\u65f6\u80fd\u591f\u83b7\u5f97 SSH \u8bbf\u95ee\u6743\u9650\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                          \n \u8fd9\u5c06\u662f\u4e00\u4e2a\u5206\u9636\u6bb5\u7684\u90e8\u7f72\u3002\u6bd4\u5982\uff0c\u5982\u679c\u8fd9\u662f\u4e00\u4e2a 5,000\u00a0\u5757 GPU \u7684\u8ba2\u5355\uff0c\u4ed6\u4eec\u53ef\u80fd\u4f1a\u5728<\/span>\n \u00a04-5<\/span>\n <\/span>\n \u4e2a\u6708\u5185\u83b7\u5f97\u5bf9 2,000\u00a0\u6216 4,000\u00a0\u5757 GPU \u7684\u8bbf\u95ee\u6743\u9650\uff0c\u7136\u540e\u518d\u5728 6 \u4e2a\u6708\u5de6\u53f3\u83b7\u5f97\u5269\u4f59\u7684 GPU \u8bbf\u95ee\u6743\u9650\u3002<\/span>\n <\/section>\n
                                          \n \n \n \u521d\u521b\u4f01\u4e1a\u4f1a\u4ece OEM \u548c\u7ecf\u9500\u5546\u5904\u8d2d\u4e70\u5417\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                                          \n \u5b9e\u9645\u4e0a\u5e76\u4e0d\u4f1a\u3002\u521d\u521b\u4f01\u4e1a\u901a\u5e38\u4f1a\u5411 Oracle \u8fd9\u6837\u7684\u5927\u578b\u4e91\u670d\u52a1\u5546\u79df\u7528\u8bbf\u95ee\u6743\uff0c\u6216\u5411 Lambda \u548c CoreWeave \u7b49\u79c1\u6709\u4e91\u670d\u52a1\u5546\u79df\u7528\u8bbf\u95ee\u6743\uff0c\u8fd8\u4f1a\u5411 FluidStack \u7b49\u4e0e OEM \u548c\u6570\u636e\u4e2d\u5fc3\u5408\u4f5c\u7684\u4f9b\u5e94\u5546\u79df\u7528\u8bbf\u95ee\u6743\u3002<\/span>\n <\/section>\n
                                          \n \n \u521d\u521b\u516c\u53f8<\/strong>\n \u4f1a\u5728\u4f55\u65f6\u5efa\u7acb\u81ea\u5df1\u7684\u6570\u636e\u4e2d\u5fc3\u800c\u4e0d\u662f\u8fdb\u884c\u6258\u7ba1\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                          \n \u5bf9\u4e8e\u5efa\u7acb\u6570\u636e\u4e2d\u5fc3\uff0c\u9700\u8981\u8003\u8651\u7684\u56e0\u7d20\u5305\u62ec\u5efa\u9020\u6570\u636e\u4e2d\u5fc3\u7684\u65f6\u95f4\u3001\u662f\u5426\u62e5\u6709\u786c\u4ef6\u65b9\u9762\u7684\u4eba\u5458\u548c\u7ecf\u9a8c\uff0c\u4ee5\u53ca\u5927\u91cf\u8d44\u672c\u7684\u652f\u51fa\u3002<\/span>\n <\/section>\n
                                          \n
                                          \n
                                          \n
                                          \n
                                          \n \n \n \u79df\u7528\u548c\u5171\u7528\u670d\u52a1\u5668\u8981\u5bb9\u6613\u5f97\u591a\u3002\u5982\u679c\u4f60\u60f3\u5efa\u7acb\u81ea\u5df1\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u4f60\u5fc5\u987b\u5b9e\u9645\u94fa\u8bbe\u4e00\u6839\u9ed1\u8272\u5149\u7ea4\u7ebf\u5230\u4f60\u7684\u4f4d\u7f6e\uff0c\u8fde\u63a5\u5230\u4e92\u8054\u7f51\uff0c\u6bcf\u516c\u91cc\u5927\u7ea6\u9700\u8981 1 \u4e07\u7f8e\u5143\u7684\u8d39\u7528\u3002\u5927\u90e8\u5206\u8fd9\u79cd\u57fa\u7840\u8bbe\u65bd\u5728\u4e92\u8054\u7f51\u6ce1\u6cab\u65f6\u671f\u5df2\u7ecf\u5efa\u7acb\u5e76\u652f\u4ed8\u4e86\u3002\u73b0\u5728\u4f60\u53ef\u4ee5\u8f7b\u677e\u5730\u79df\u7528\u5b83\uff0c\u800c\u4e14\u6210\u672c\u76f8\u5bf9\u8f83\u4f4e\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                          \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                          \n \u4ece\u79df\u7528\u5230\u62e5\u6709\u7684\u8303\u56f4\u662f\uff1a\u6309\u9700\u4e91\uff08\u7eaf\u7cb9\u4f7f\u7528\u4e91\u670d\u52a1\u8fdb\u884c\u79df\u8d41\uff09\u3001\u9884\u7559\u4e91\u3001\u673a\u623f\u6258\u7ba1\uff08\u8d2d\u4e70\u670d\u52a1\u5668\uff0c\u4e0e\u670d\u52a1\u5546\u5408\u4f5c\u6258\u7ba1\u548c\u7ba1\u7406\u670d\u52a1\u5668\uff09\u3001\u81ea\u6258\u7ba1\uff08\u8d2d\u4e70\u5e76\u81ea\u884c\u6258\u7ba1\u670d\u52a1\u5668\uff09\u3002<\/span>\n <\/section>\n
                                          \n \u5927\u591a\u6570\u9700\u8981\u5927\u91cf H100 \u7684\u521d\u521b\u4f01\u4e1a\u90fd\u4f1a\u9009\u62e9\u9884\u8ba2\u4e91\u670d\u52a1\u6216\u4e3b\u673a\u6258\u7ba1\u3002<\/span>\n <\/section>\n
                                          \n \n <\/section>\n
                                          \n \n \n \u5927\u578b\u4e91\u670d\u52a1\u5546\u4e4b\u95f4\u6709\u4f55\u4e0d\u540c\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                                          \n \u6709\u4e00\u79cd\u89c2\u70b9\u8ba4\u4e3a\uff0cOracle \u7684\u57fa\u7840\u8bbe\u65bd\u4e0d\u5982\u4e09\u5927\u4e3b\u6d41\u4e91\u670d\u52a1\u5546\u53ef\u9760\u3002\u4f5c\u4e3a\u4ea4\u6362\uff0cOracle \u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u6280\u672f\u652f\u6301\u548c\u65f6\u95f4\u3002<\/span>\n <\/section>\n
                                          \n
                                          \n
                                          \n
                                          \n
                                          \n \n \n \u7edd\u5bf9\u6b63\u786e\uff0c\u5bfc\u81f4\u4e86\u8bb8\u591a\u4e0d\u6ee1\u610f\u7684\u5ba2\u6237\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                          \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                          \n
                                          \n
                                          \n
                                          \n
                                          \n \n \n \u6211\u8ba4\u4e3a Oracle \u5728\u7f51\u7edc\u65b9\u9762\u505a\u5f97\u66f4\u597d\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                          \n \n \n \u2014\u2014 \u53e6\u4e00\u5bb6\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                          \n \u4e00\u822c\u800c\u8a00\uff0c\u521d\u521b\u516c\u53f8\u4f1a\u9009\u62e9\u63d0\u4f9b\u6700\u4f73\u652f\u6301\u3001\u4ef7\u683c\u548c\u5bb9\u91cf\u65b9\u9762\u7efc\u5408\u5b9e\u529b\u6700\u5f3a\u7684\u4e91\u670d\u52a1\u5546\u3002<\/span>\n <\/section>\n
                                          \n \u5927\u578b\u4e91\u670d\u52a1\u5546\u4e4b\u95f4\u7684\u5dee\u5f02\u4e3b\u8981\u5305\u62ec\uff1a<\/span>\n <\/section>\n
                                            \n
                                          • \n
                                            \n \u7f51\u7edc\uff08AWS \u548c Google Cloud \u5728\u91c7\u7528 InfiniBand \u65b9\u9762\u8f83\u6162\uff0c\u56e0\u4e3a\u5b83\u4eec\u6709\u81ea\u5df1\u7684\u65b9\u6cd5\uff0c\u5c3d\u7ba1\u5927\u591a\u6570\u5bfb\u627e\u5927\u89c4\u6a21 A100\/H100 \u96c6\u7fa4\u7684\u521d\u521b\u516c\u53f8\u90fd\u5728\u5bfb\u6c42 InfiniBand\uff09\u3002<\/span>\n <\/section>\n <\/li>\n
                                          • \n
                                            \n \u53ef\u7528\u6027\uff08Azure \u7684 H100 \u4e3b\u8981\u4f9b\u5e94\u7ed9 OpenAI\u3002GCP \u5728\u83b7\u53d6 H100 \u65b9\u9762\u6709\u4e00\u5b9a\u56f0\u96be\u3002\uff09<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                            \n NVIDIA \u4f3c\u4e4e\u503e\u5411\u4e8e\u66f4\u597d\u5730\u5206\u914d\u8d44\u6e90\u7ed9\u90a3\u4e9b\u6ca1\u6709\u5728\u7814\u53d1\u7ade\u4e89\u6027\u673a\u5668\u5b66\u4e60\u82af\u7247\u7684\u4e91\u670d\u52a1\u5546\u3002\uff08\u8fd9\u53ea\u662f\u731c\u6d4b\uff0c\u6ca1\u6709\u786e\u51ff\u7684\u8bc1\u636e\u3002\uff09\u4e09\u5927\u4e3b\u6d41\u4e91\u670d\u52a1\u5546\u90fd\u5728\u7814\u53d1\u673a\u5668\u5b66\u4e60\u82af\u7247\uff0c\u4f46 AWS \u548c Google \u5df2\u7ecf\u63a8\u51fa\u4e86\u4e0e NVIDIA \u7ade\u4e89\u7684\u66ff\u4ee3\u4ea7\u54c1\uff0c\u62a2\u8d70\u4e86\u539f\u672c\u53ef\u80fd\u6d41\u5411 NVIDIA \u7684\u8d44\u91d1\u3002<\/span>\n <\/section>\n
                                            \n
                                            \n
                                            \n
                                            \n
                                            \n \n \n \u4e5f\u662f\u731c\u6d4b\uff0c\u4f46\u6211\u540c\u610f NVIDIA \u51fa\u4e8e\u8fd9\u4e2a\u539f\u56e0\u559c\u6b22 Oracle\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                            \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                            \n \u4e00\u4e9b\u5927\u578b\u4e91\u670d\u52a1\u5546\u7684\u5b9a\u4ef7\u6bd4\u5176\u4ed6\u4e91\u670d\u52a1\u5546\u66f4\u6709\u7ade\u4e89\u529b\u3002\u6b63\u5982\u4e00\u4f4d\u79c1\u6709\u4e91\u670d\u52a1\u5546\u9ad8\u7ba1\u6307\u51fa\u7684\u90a3\u6837\uff0c\u201c\u4f8b\u5982\uff0cAWS\/AZURE \u4e0a\u7684 A100 \u6bd4 GCP \u8981\u8d35\u5f97\u591a\u201d\u3002<\/span>\n <\/section>\n
                                            \n
                                            \n
                                            \n
                                            \n
                                            \n \n \n Oracle \u544a\u8bc9\u6211\uff0c\u4ed6\u4eec\u5c06\u5728\u4eca\u5e74\u665a\u4e9b\u65f6\u5019\u63a8\u51fa\u4e0a\u4e07\u53f0H100\u578b\u53f7\u7684\u670d\u52a1\u5668\u3002\u4ed6\u4eec\u81ea\u8c6a\u5730\u5ba3\u79f0\u4e0e NVIDIA \u6709\u7740\u7279\u6b8a\u7684\u5408\u4f5c\u5173\u7cfb\u3002<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                            \n \n \n \u4f46\u662f\uff0c\u5f53\u6d89\u53ca\u5230\u4ef7\u683c\u65f6\uff0c\u4ed6\u4eec\u7684\u62a5\u4ef7\u8fdc\u9ad8\u4e8e\u5176\u4ed6\u4efb\u4f55\u4f9b\u5e94\u5546\u3002\u4ed6\u4eec\u6ca1\u6709\u63d0\u4f9b H100 \u7684\u5b9a\u4ef7\u4fe1\u606f\uff0c\u4f46\u5bf9\u4e8e A100 80GB \u578b\u53f7\uff0c\u4ed6\u4eec\u7684\u62a5\u4ef7\u63a5\u8fd1\u6bcf\u5c0f\u65f6 4 \u7f8e\u5143\uff0c\u51e0\u4e4e\u662f\u4e0e Google Cloud Platform (GCP) \u63d0\u4f9b\u7684\u76f8\u540c\u786c\u4ef6\u548c\u76f8\u540c\u627f\u8bfa\u7684\u62a5\u4ef7\u7684\u4e24\u500d\u591a\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                            \n \n \n \u2014\u2014 \u67d0\u533f\u540d\u4eba\u58eb<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                            \n \u89c4\u6a21\u8f83\u5c0f\u7684\u4e91\u670d\u52a1\u5546\u5728\u5b9a\u4ef7\u65b9\u9762\u66f4\u6709\u7ade\u4e89\u529b\uff0c\u9664\u975e\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5176\u4e2d\u4e00\u4e2a\u5927\u578b\u4e91\u670d\u52a1\u5546\u4ee5\u80a1\u6743\u4ea4\u6362\u7684\u65b9\u5f0f\u8fbe\u6210\u5947\u602a\u7684\u4ea4\u6613\u3002<\/span>\n <\/section>\n
                                            \n \u5c31 NVIDIA \u7684\u5173\u7cfb\u800c\u8a00\uff0c\u53ef\u80fd\u662f\uff1aOracle \u548c Azure > GCP \u548c AWS\u3002\u4f46\u8fd9\u53ea\u662f\u731c\u6d4b\u3002<\/span>\n <\/section>\n
                                            \n Oracle \u662f\u7b2c\u4e00\u4e2a\u63a8\u51fa A100 \u7684\u516c\u53f8\uff0c\u4ed6\u4eec\u4e0e NVIDIA \u5408\u4f5c\u6258\u7ba1\u4e86\u4e00\u4e2a\u57fa\u4e8e NVIDIA \u7684\u96c6\u7fa4\u3002NVIDIA \u4e5f\u662f Azure \u7684\u5ba2\u6237\u3002<\/span>\n <\/section>\n
                                            \n \n \n \u54ea\u5bb6\u5927\u578b\u4e91\u670d\u52a1\u5546\u62e5\u6709\u6700\u597d\u7684\u7f51\u7edc\u6027\u80fd\uff1f<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                                            \n Azure\u3001CoreWeave \u548c Lambda \u90fd\u5728\u4f7f\u7528 InfiniBand\u3002Oracle \u7684\u7f51\u7edc\u6027\u80fd\u5f88\u597d\uff0c\u8fbe\u5230 3,200 Gbps\uff0c\u4f46\u5b83\u4f7f\u7528\u7684\u662f\u4ee5\u592a\u7f51\u800c\u4e0d\u662f InfiniBand\u3002\u5bf9\u4e8e\u9ad8\u53c2\u8ba1\u6570 LLM \u57f9\u8bad\u7b49\u5e94\u7528\uff0c\u8fd9\u53ef\u80fd\u6bd4 IB \u6162 15-20% \u5de6\u53f3\u3002AWS \u548c GCP \u7684\u7f51\u7edc\u6ca1\u6709\u90a3\u4e48\u597d\u3002<\/span>\n <\/section>\n
                                            \n \n \u4f01\u4e1a\u4f1a\u9009\u62e9\u54ea\u4e9b\u5927\u578b\u4e91\u670d\u52a1\u5546\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                            \n \u5728\u4e00\u4e2a\u5305\u542b 15 \u5bb6\u4f01\u4e1a\u7684\u79c1\u6709\u6570\u636e\u70b9\u4e2d\uff0c\u6240\u6709 15 \u5bb6\u4f01\u4e1a\u5747\u91c7\u7528\u4e86 AWS\u3001GCP \u6216 Azure\uff0c\u800c\u6ca1\u6709\u4e00\u5bb6\u9009\u62e9\u4f7f\u7528 Oracle\u3002<\/span>\n <\/section>\n
                                            \n \u5927\u591a\u6570\u4f01\u4e1a\u5c06\u575a\u6301\u4f7f\u7528\u73b0\u6709\u7684\u4e91\u670d\u52a1\u5546\uff0c<\/strong>\u800c\u521d\u521b\u4f01\u4e1a\u6ca1\u6709\u5f88\u591a\u9009\u62e9\uff0c\u53ea\u80fd\u5bfb\u6c42\u4efb\u4f55\u53ef\u7528\u7684\u4f9b\u5e94\u5546\u3002<\/span>\n <\/section>\n
                                            \n \n \u5173\u4e8e<\/strong>\n \u00a0<\/strong>\n DGX Cloud\uff0cNVIDIA<\/strong>\n \u00a0<\/strong>\n \u6b63\u5728\u4e0e\u8c01\u5408\u4f5c\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                            \n \u201cNVIDIA \u6b63\u5728\u4e0e\u9886\u5148\u7684\u4e91\u670d\u52a1\u5546\u5408\u4f5c\uff0c\u4ee5 Oracle Cloud Infrastructure\uff08OCI\uff09\u4e3a\u8d77\u70b9\uff0c\u5e76\u6258\u7ba1 DGX Cloud \u57fa\u7840\u8bbe\u65bd\u3002\u2014\u2014\u00a0\u8d1f\u8d23 NVIDIA \u7684\u9500\u552e\uff0c\u4f46\u901a\u8fc7\u79df\u7528\u73b0\u6709\u7684\u4e91\u670d\u52a1\u5546\u6765\u6ee1\u8db3\u5ba2\u6237\u9700\u6c42\uff08\u9996\u9009\u662f\u4e0e Oracle \u7684\u5408\u4f5c\uff0c\u7136\u540e\u662f Azure \u548c Google Cloud\uff0c\u800c\u4e0d\u662f AWS\uff09\u3002\u201d<\/span>\n <\/section>\n
                                            \n Jensen \u5728\u4e0a\u4e00\u6b21\u8d22\u62a5\u7535\u8bdd\u4f1a\u8bae\u4e0a\u8868\u793a\uff1a\u201c\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u5e0c\u671b NVIDIA DGX Cloud \u5360\u603b\u4f53\u6bd4\u4f8b\u768410%\uff0c\u800c CSP \u4e91\u5360 90%\u3002<\/span>\n <\/section>\n
                                            \n \n \u5927\u578b\u4e91\u8ba1\u7b97\u516c\u53f8\u4f55\u65f6\u63a8\u51fa H100 \u9884\u89c8\u7248\uff1f<\/strong>\n \n \n <\/strong>\n <\/span>\n <\/section>\n
                                            \n CoreWeave \u662f\u7b2c\u4e00\u5bb6\u53d1\u5e03\u7684\u3002NVIDIA \u63d0\u4f9b\u4e86\u4ed6\u4eec\u8f83\u65e9\u7684\u5206\u914d\uff0c\u53ef\u80fd\u662f\u4e3a\u4e86\u52a0\u5f3a\u5927\u578b\u4e91\u8ba1\u7b97\u4e4b\u95f4\u7684\u7ade\u4e89\uff08\u56e0\u4e3a NVIDIA \u662f\u6295\u8d44\u8005\uff09\u3002<\/span>\n <\/section>\n
                                            \n Azure \u4e8e 3 \u6708 13 \u65e5\u5ba3\u5e03\u53ef\u4ee5\u9884\u89c8 H100\u3002<\/span>\n <\/section>\n
                                            \n Oracle \u4e8e 3 \u6708 21 \u65e5\u5ba3\u5e03 H100 \u6709\u9650\u91cf\u4f9b\u5e94\u3002<\/span>\n <\/section>\n
                                            \n Lambda Labs \u4e8e 3 \u6708 21 \u65e5\u5ba3\u5e03\u5c06\u4e8e 4 \u6708\u521d\u6dfb\u52a0 H100\u3002<\/span>\n <\/section>\n
                                            \n AWS \u5728 3 \u6708 21 \u65e5\u5ba3\u5e03\u5c06\u5728\u51e0\u5468\u5185\u5f00\u59cb\u9884\u89c8 H100\u3002<\/span>\n <\/section>\n
                                            \n Google Cloud \u4e8e 5 \u6708 10 \u65e5\u5ba3\u5e03\u79c1\u4eba\u9884\u89c8\u5f00\u59cb\u4f7f\u7528 H100\u3002<\/span>\n <\/section>\n
                                            \n \n \u4e0d\u540c\u7684<\/strong>\n \u516c\u53f8<\/strong>\n \u5206\u522b\u5728<\/strong>\n \u4f7f\u7528\u54ea\u4e9b\u4e91<\/strong>\n \u670d\u52a1<\/strong>\n \uff1f<\/strong>\n <\/span>\n <\/section>\n
                                              \n
                                            • \n
                                              \n OpenAI: Azure\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n Inflection: Azure \u548c CoreWeave\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n Anthropic: AWS \u548c Google Cloud\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n Cohere: AWS \u548c Google Cloud\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n Hugging Face: AWS\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n Stability AI: CoreWeave \u548c AWS\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n Character.ai: Google Cloud\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n X.ai: Oracle\u3002<\/span>\n <\/section>\n <\/li>\n
                                            • \n
                                              \n NVIDIA: Azure\u3002<\/span>\n <\/section>\n <\/li>\n <\/ul>\n
                                              \n \n <\/section>\n
                                              \n \n \u516c\u53f8\u6216\u4e91\u670d\u52a1\u5546\u5982\u4f55\u83b7\u5f97\u66f4\u591a<\/strong>\n \u7684<\/strong>\n \u00a0GPU\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                              \n \u6700\u7ec8\u7684\u74f6\u9888\u5728\u4e8e\u4ece NVIDIA \u83b7\u53d6\u5206\u914d\u3002<\/span>\n <\/section>\n
                                              \n \n NVIDIA \u7684\u5206\u914d\u662f\u5982\u4f55\u8fd0\u4f5c\u7684\uff1f<\/strong>\n <\/span>\n <\/section>\n
                                              \n \u4ed6\u4eec\u4f1a\u4e3a\u6bcf\u4e2a\u5ba2\u6237\u5206\u914d\u8d44\u6e90\u3002\u4f46\u4e3e\u4f8b\u6765\u8bf4\uff0cAzure \u8bf4 “\u563f\uff0c\u6211\u4eec\u5e0c\u671b Inflection \u4f7f\u7528 10,000 \u5757 H100 “\uff0c\u5bf9 Azure \u8bf4 “\u563f\uff0c\u6211\u4eec\u5e0c\u671b Azure \u7684\u4e91\u4f7f\u7528 10,000 \u5757 H100 “\u662f\u4e0d\u540c\u7684 \u2014\u2014 NVIDIA \u5173\u5fc3\u7684\u662f\u6700\u7ec8\u5ba2\u6237\u662f\u8c01\u3002\u56e0\u6b64\uff0c\u5982\u679c NVIDIA \u5bf9\u67d0\u4e00\u7279\u5b9a\u6700\u7ec8\u5ba2\u6237\u611f\u5174\u8da3\uff0c\u90a3\u4e48\u8be5\u4e91\u670d\u52a1\u5546\u53ef\u80fd\u4f1a\u83b7\u5f97\u989d\u5916\u7684\u5206\u914d\u3002\u540c\u65f6\uff0cNVIDIA \u4e5f\u5c3d\u53ef\u80fd\u7684\u5e0c\u671b\u4e86\u89e3\u6700\u7ec8\u5ba2\u6237\u662f\u8c01\u3002\u4ed6\u4eec\u66f4\u503e\u5411\u4e8e\u4e0e\u77e5\u540d\u54c1\u724c\u5408\u4f5c\u6216\u5177\u6709\u5f3a\u5927\u80cc\u666f\u7684\u521d\u521b\u516c\u53f8\u5408\u4f5c\u3002<\/strong><\/span>\n <\/section>\n
                                              \n
                                              \n
                                              \n
                                              \n
                                              \n \n \n \u662f\u7684\uff0c\u4f3c\u4e4e\u662f\u8fd9\u6837\u3002NVIDIA \u559c\u6b22\u5411\u65b0\u5174\u7684 AI \u516c\u53f8\u786e\u4fdd GPU \u7684\u4f9b\u5e94\uff08\u5176\u4e2d\u8bb8\u591a\u516c\u53f8\u4e0e\u4ed6\u4eec\u6709\u5bc6\u5207\u7684\u5173\u7cfb\uff09\u3002\u4f8b\u5982\uff0c\u4ed6\u4eec\u6295\u8d44\u7684 AI \u516c\u53f8 Inflection \u6b63\u5728 CoreWeave \u4e0a\u6d4b\u8bd5\u4e00\u4e2a\u5e9e\u5927\u7684 H100 \u670d\u52a1\u5668\u7fa4\uff0c\u4ed6\u4eec\u4e5f\u6295\u8d44\u4e86 CoreWeave\u3002\u00a0<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                              \n \n \n \u2014\u2014 \u67d0\u79c1\u6709\u4e91\u9ad8\u7ba1<\/span>\n <\/em>\n <\/span>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n
                                              \n \u5982\u679c\u4e00\u4e2a\u4e91\u670d\u52a1\u5546\u7ed9 NVIDIA \u5e26\u6765\u4e86\u4e00\u4e2a\u6f5c\u5728\u7684\u7ec8\u7aef\u5ba2\u6237\uff0c\u5e76\u8868\u793a\u4ed6\u4eec\u51c6\u5907\u8d2d\u4e70 xxxx H100\uff0c\u5982\u679c NVIDIA \u5bf9\u8be5\u7ec8\u7aef\u5ba2\u6237\u611f\u5230\u5174\u594b\uff0c\u4ed6\u4eec\u901a\u5e38\u4f1a\u7ed9\u4e88\u5206\u914d\uff0c\u5982\u679c NVIDIA \u5bf9\u8fd9\u4e00\u6f5c\u5728\u7ec8\u7aef\u5ba2\u6237\u611f\u5174\u8da3\uff0c\u5b83\u4eec\u901a\u5e38\u4f1a\u63d0\u4f9b\u989d\u5916\u7684\u5206\u914d\u91cf\uff1b\u8fd9\u6709\u6548\u5730\u589e\u52a0\u4e86\u8be5\u4e91\u5e73\u53f0\u6240\u80fd\u83b7\u5f97\u603b\u5bb9\u91cf \u2014\u2014 \u5e76\u4e14\u4e0d\u4f1a\u62b5\u6d88\u539f\u5206\u914d\u7ed9\u8be5\u4e91\u670d\u52a1\u5546\u7684\u6570\u91cf\u3002<\/span>\n <\/section>\n
                                              \n \u8fd9\u79cd\u60c5\u51b5\u8f83\u4e3a\u7279\u6b8a\uff1aCoreWeave \u62e5\u6709\u6bd4 GCP \u66f4\u591a\u6570\u91cf\u7684 H100 \u4ea7\u54c1\uff0c\u5e76\u4e14\u5b83\u6b63\u5728\u4ece NVIDIA \u5904\u83b7\u53d6\u5927\u91cf\u5206\u914d\u8d44\u6e90\u3002<\/span>\n <\/section>\n
                                              \n NVIDIA \u4e0d\u613f\u610f\u5c06\u5927\u91cf\u8d44\u6e90\u5206\u914d\u7ed9\u8bd5\u56fe\u4e0e\u4ed6\u4eec\u76f4\u63a5\u7ade\u4e89\u7684\u516c\u53f8\uff08AWS Inferentia \u548c Tranium\u3001Google TPU\u3001Azure Project Athena\uff09\u3002<\/span>\n <\/section>\n
                                              \n \u4f46\u5f52\u6839\u7ed3\u5e95\uff0c\u5982\u679c\u5ba2\u6237\u5411 NVIDIA \u63d0\u4ea4\u8ba2\u5355\u548c\u8d44\u91d1\uff0c\u627f\u8bfa\u66f4\u5927\u7684\u4ea4\u6613\u548c\u66f4\u591a\u7684\u524d\u671f\u8d44\u91d1\uff0c\u5e76\u8868\u660e\u98ce\u9669\u8f83\u4f4e\uff0c\u90a3\u4e48\u8be5\u5ba2\u6237\u5c06\u83b7\u5f97\u6bd4\u522b\u4eba\u66f4\u591a\u7684\u5206\u914d\u3002<\/span>\n <\/section>\n
                                              \n \n
                                              \n <\/span>\n <\/section>\n
                                              \n
                                              \n
                                              \n
                                              \n \n <\/section>\n
                                              \n \n <\/section>\n
                                              \n

                                              \n \u7ed3\u675f\u8bed<\/span>\n <\/p>\n <\/section>\n <\/section>\n <\/section>\n <\/section>\n

                                              \n \u76ee\u524d\uff0c\u6211\u4eec\u53d7\u5230 GPU \u7684\u9650\u5236\u3002\u5373\u4f7f\u6211\u4eec\u6b63\u5904\u4e8e Sam Altman \u6240\u8bf4\u7684\u201c\u8fd9\u4e9b\u5de8\u578b\u6a21\u578b\u65f6\u4ee3\u7684\u672b\u671f\u201d\u3002<\/span>\n <\/section>\n
                                              \n \n \u8fd9\u91cc\u65e2\u6709\u6ce1\u6cab\uff0c\u4e5f\u6709\u975e\u6ce1\u6cab\uff0c\u8fd9\u53d6\u51b3\u4e8e\u4f60\u770b\u7684\u89d2\u5ea6\u3002\u90e8\u5206\u516c\u53f8\uff0c\u5982 OpenAI\uff0c\u62e5<\/span>\n \u6709\u50cf ChatGPT \u8fd9\u6837\u7684\u4ea7\u54c1\uff0c\u5177\u6709\u6781\u5f3a\u7684 PMF\uff0c\u4f46\u5374\u65e0\u6cd5\u83b7\u5f97\u8db3\u591f\u7684 GPU\u3002\u800c\u5176\u4ed6\u516c\u53f8\u4e5f\u5728\u8d2d\u4e70\u6216\u9884\u7559 GPU \u5bb9\u91cf\uff0c\u4ee5\u4fbf\u4ed6\u4eec\u5728\u672a\u6765\u80fd\u591f\u4f7f\u7528\u6216\u8005\u8bad\u7ec3 LLM\uff0c\u4f46\u8fd9\u4e9b LLM \u4e0d\u592a\u53ef\u80fd\u8fbe\u5230PMF\u3002<\/span>\n <\/span>\n <\/section>\n
                                              \n NVIDIA \u73b0\u5728\u662f\u57ce\u5821\u91cc\u7684\u7eff\u8272\u56fd\u738b\u3002<\/span>\n <\/section>\n
                                              \n \n <\/section>\n
                                              \n \n \n \u8ffd\u8e2a GPU \u7684\u4f9b\u9700\u4e4b\u65c5<\/span>\n <\/strong>\n <\/span>\n <\/section>\n
                                              \n \u76ee\u524d PMF \u6700\u5f3a\u7684 LLM \u4ea7\u54c1\u662f ChatGPT\u3002\u4ee5\u4e0b\u662f\u5173\u4e8e ChatGPT \u7684 GPU \u9700\u6c42\u6545\u4e8b\uff1a<\/span>\n <\/section>\n
                                                \n
                                              1. \n
                                                \n \u7528\u6237\u559c\u6b22 ChatGPT\uff0c\u5b83\u53ef\u80fd\u521b\u9020\u4e86 5 \u4ebf\u591a\u7f8e\u5143\u7684\u5e74\u6536\u5165\u3002<\/span>\n <\/section>\n <\/li>\n
                                              2. \n
                                                \n ChatGPT \u5728 GPT-4 \u548c GPT-3.5 API \u4e0a\u8fd0\u884c\u3002<\/span>\n <\/section>\n <\/li>\n
                                              3. \n
                                                \n GPT-4 \u548c GPT-3.5 API \u9700\u8981 GPU \u624d\u80fd\u8fd0\u884c\uff0c\u5e76\u4e14\u9700\u8981\u5927\u91cf\u7684 GPU\u3002OpenAI \u5e0c\u671b\u4e3a ChatGPT \u548c\u5b83\u4eec\u7684 API \u53d1\u5e03\u66f4\u591a\u7684\u529f\u80fd\uff0c\u4f46\u4ed6\u4eec\u505a\u4e0d\u5230\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6ca1\u6709\u8db3\u591f\u7684 GPU\u3002<\/span>\n <\/section>\n <\/li>\n
                                              4. \n
                                                \n \u4ed6\u4eec\u901a\u8fc7\u5fae\u8f6f\u00a0\/ Azure \u8d2d\u4e70\u4e86\u5927\u91cf NVIDIA GPU\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4ed6\u4eec\u6700\u60f3\u8981\u7684 GPU \u662f NVIDIA H100 GPU\u3002<\/span>\n <\/section>\n <\/li>\n
                                              5. \n
                                                \n \u4e3a\u4e86\u5236\u9020 H100 SXM GPU\uff0cNVIDIA \u4f7f\u7528\u53f0\u79ef\u7535\u8fdb\u884c\u5236\u9020\uff0c\u5e76\u4f7f\u7528\u53f0\u79ef\u7535\u7684 CoWoS \u5c01\u88c5\u6280\u672f\uff0c\u540c\u65f6\u4e3b\u8981\u4f7f\u7528 SK Hynix \u7684 HBM3\u3002<\/span>\n <\/section>\n <\/li>\n <\/ol>\n
                                                \n OpenAI \u5e76\u4e0d\u662f\u552f\u4e00\u4e00\u5bb6\u9700\u8981 GPU \u7684\u516c\u53f8\uff08\u4f46\u4ed6\u4eec\u662f PMF \u6700\u597d\u7684\u516c\u53f8\uff0c<\/span>\n \u7279\u522b\u9700\u8981 GPU\uff09\u3002\u5176\u4ed6\u516c\u53f8\u4e5f\u5e0c\u671b\u8bad\u7ec3\u5927\u578b AI \u6a21\u578b\u3002\u5176\u4e2d\u4e00\u4e9b\u662f\u6709\u610f\u4e49\u7684\uff0c\u4f46\u6709\u4e9b\u516c\u53f8\u662f\u53d7\u7092\u4f5c\u9a71\u52a8\uff0c\u4e0d\u592a\u53ef\u80fd\u8fbe\u5230 PMF\u3002\u8fd9\u4e5f\u63a8\u9ad8\u4e86\u5e02\u573a\u5bf9 GPU \u7684\u9700\u6c42\u3002\u6b64\u5916\uff0c\u4e00\u4e9b\u516c\u53f8\u62c5\u5fc3\u5c06\u6765\u65e0\u6cd5\u83b7\u5f97 GPU\uff0c\u6240\u4ee5\u4ed6\u4eec\u73b0\u5728\u5c31\u4e0b\u8ba2\u5355\uff0c\u5373\u4f7f\u4ed6\u4eec\u73b0\u5728\u8fd8\u4e0d\u9700\u8981\u3002\u8fd9\u5c31\u6709\u70b9\u50cf “\u5bf9\u4f9b\u5e94\u77ed\u7f3a\u7684\u9884\u671f\u5bfc\u81f4\u4e86\u66f4\u591a\u7684\u4f9b\u5e94\u77ed\u7f3a”\u3002<\/span>\n <\/section>\n
                                                \n \u5bf9 GPU \u9700\u6c42\u7684\u53e6\u4e00\u4e2a\u4e3b\u8981\u8d21\u732e\u8005\u662f\u90a3\u4e9b\u5e0c\u671b\u521b\u5efa\u65b0 LLM \u7684\u516c\u53f8\u3002\u4ee5\u4e0b\u662f\u5e0c\u671b\u521b\u9020\u65b0 LLM \u7684\u516c\u53f8\u5bf9 GPU \u9700\u6c42\u7684\u60c5\u51b5\uff1a<\/span>\n <\/section>\n
                                                  \n
                                                1. \n
                                                  \n \u516c\u53f8\u9ad8\u7ba1\u6216\u521b\u59cb\u4eba\u610f\u8bc6\u5230\u5728 AI \u9886\u57df\u5b58\u5728\u5de8\u5927\u7684\u673a\u9047\u3002\u4e5f\u8bb8\u4ed6\u4eec\u662f\u4e00\u5bb6\u4f01\u4e1a\uff0c\u60f3\u8981\u5229\u7528\u81ea\u5df1\u7684\u6570\u636e\u6765\u8bad\u7ec3\u4e00\u4e2a LLM\uff0c\u7136\u540e\u5728\u5916\u90e8\u4f7f\u7528\u5b83\u6216\u51fa\u552e\u8bbf\u95ee\u6743\uff1b\u4e5f\u8bb8\u4ed6\u4eec\u662f\u4e00\u5bb6\u521d\u521b\u516c\u53f8\uff0c\u5e0c\u671b\u5efa\u7acb\u4e00\u4e2a LLM \u5e76\u9500\u552e\u3002<\/span>\n <\/section>\n <\/li>\n
                                                2. \n
                                                  \n \u4ed6\u4eec\u77e5\u9053\u81ea\u5df1\u9700\u8981 GPU \u6765\u8bad\u7ec3\u5927\u578b\u6a21\u578b\u3002<\/span>\n <\/section>\n <\/li>\n
                                                3. \n
                                                  \n \u4ed6\u4eec\u4e0e\u6765\u81ea\u5927\u578b\u4e91\u670d\u52a1\u5546\uff08Azure\u3001Google Cloud\u3001AWS\uff09\u7684\u4e00\u4e9b\u4eba\u8fdb\u884c\u4e86\u4ea4\u6d41\uff0c\u8bd5\u56fe\u83b7\u5f97\u8bb8\u591a H100\u3002<\/span>\n <\/section>\n <\/li>\n
                                                4. \n
                                                  \n \u4ed6\u4eec\u53d1\u73b0\u65e0\u6cd5\u4ece\u5927\u578b\u4e91\u670d\u52a1\u5546\u90a3\u91cc\u83b7\u5f97\u8db3\u591f\u7684\u8d44\u6e90\u5206\u914d\uff0c\u5e76\u4e14\u6709\u4e9b\u670d\u52a1\u5546\u7684\u7f51\u7edc\u914d\u7f6e\u4e5f\u4e0d\u7406\u60f3\u3002\u56e0\u6b64\uff0c\u4ed6\u4eec\u5f00\u59cb\u4e0e\u5176\u4ed6\u670d\u52a1\u5546\u6d3d\u8c08\uff0c\u5982 CoreWeave\u3001Oracle\u3001Lambda\u3001FluidStack\u3002\u5982\u679c\u4ed6\u4eec\u60f3\u81ea\u5df1\u8d2d\u4e70 GPU\uff0c\u4e5f\u8bb8\u4ed6\u4eec\u8fd8\u4f1a\u4e0e OEM \u548c NVIDIA \u7b49\u516c\u53f8\u8fdb\u884c\u8ba8\u8bba\u3002<\/span>\n <\/section>\n <\/li>\n
                                                5. \n
                                                  \n \u6700\u7ec8\uff0c\u4ed6\u4eec\u83b7\u5f97\u4e86\u5927\u91cf GPU\u3002<\/span>\n <\/section>\n <\/li>\n
                                                6. \n
                                                  \n \u73b0\u5728\uff0c\u4ed6\u4eec\u5c1d\u8bd5\u8fbe\u5230 PMF\u3002<\/span>\n <\/section>\n <\/li>\n
                                                7. \n
                                                  \n \u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u6761\u8def\u5e76\u4e0d\u597d\u8d70 \u2014\u2014 \u8bf7\u8bb0\u4f4f\uff0cOpenAI \u5728\u8f83\u5c0f\u7684\u6a21\u578b\u4e0a\u5b9e\u73b0\u4e86 PMF\uff0c\u7136\u540e\u6269\u5927\u4e86\u89c4\u6a21\u3002\u4f46\u662f\uff0c\u73b0\u5728\u8981\u60f3\u8fbe\u5230 PMF\uff0c\u4f60\u5fc5\u987b\u6bd4 OpenAI \u7684\u6a21\u578b\u5728\u7528\u6237\u4f7f\u7528\u65b9\u9762\u66f4\u51fa\u8272\uff0c \u56e0\u6b64\uff0c\u4e3a\u4e86\u8fbe\u5230\u8fd9\u4e2a\u76ee\u6807\uff0c\u4f60\u9700\u8981\u4e00\u5f00\u59cb\u5c31\u4f7f\u7528\u6bd4 OpenAI \u66f4\u591a\u7684 GPU\u3002<\/span>\n <\/section>\n <\/li>\n <\/ol>\n
                                                  \n \u9884\u8ba1\u81f3\u5c11\u5230 2023 \u5e74\u5e95\uff0cH100 \u7684\u77ed\u7f3a\u5c06\u4f1a\u5f71\u54cd\u9700\u8981\u90e8\u7f72\u6570\u767e\u53f0\u6216\u6570\u5343\u53f0\u8bbe\u5907\u7684\u60c5\u51b5\u3002\u5230\u4e86 2023 \u5e74\u5e95\uff0c\u60c5\u51b5\u53ef\u80fd\u4f1a\u66f4\u52a0\u660e\u6717\uff0c\u4f46\u76ee\u524d\u770b\u6765\uff0c\u77ed\u7f3a\u95ee\u9898\u53ef\u80fd\u4f1a\u4e00\u76f4\u6301\u7eed\u5230 2024 \u5e74\u7684\u67d0\u4e2a\u65f6\u5019\u3002<\/span>\n <\/section>\n
                                                  \n \n <\/section>\n
                                                  \n \n <\/section>\n
                                                  \n \n \n *\u4ee5\u4e0a\u6587\u7ae0\u7ffb\u8bd1\u81ea\u300aNvidia H100 GPUs: Supply and Demand\u300b\uff0c\u5982\u9700\u539f\u6587\uff0c\u8bf7\u4e0e\u6211\u4eec\u8054\u7cfb\u3002<\/span>\n <\/em>\n <\/span>\n <\/section>\n
                                                  \n WF Research \u662f\u4ee5\u7b2c\u4e00\u6027\u539f\u7406\u4e3a\u57fa\u7840\u7684\u4e13\u4e1a\u987e\u95ee\u670d\u52a1\u673a\u6784\uff0c\u6b22\u8fce\u5173\u6ce8\u548c\u7559\u8a00\uff01<\/span>\n <\/section>\n
                                                  \n \u5fae\u4fe1\u53f7\uff1aAlexqjl<\/span>\n <\/section>\n <\/section>\n<\/section>\n","protected":false},"excerpt":{"rendered":"

                                                  \u672c\u7bc7\u6587\u7ae0\u65e8\u5728\u63a2\u8ba8 GPU\uff08\u5c24\u5176\u662f NVIDIA H100\uff09\u7684\u5e02\u573a\u4f9b\u9700\u6982\u51b5\u3002 \u672c\u6587\u4e00\u7ecf\u53d1\u51fa\u4fbf\u5f15\u8d77\u4e86\u5de8\u5927\u7684\u53cd\u54cd\u3002\u5b83 […]<\/p>\n","protected":false},"author":1,"featured_media":2115,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[51,52,11],"tags":[],"_links":{"self":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts\/2113"}],"collection":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2113"}],"version-history":[{"count":1,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts\/2113\/revisions"}],"predecessor-version":[{"id":2157,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/posts\/2113\/revisions\/2157"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=\/wp\/v2\/media\/2115"}],"wp:attachment":[{"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2113"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2113"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/blog.cloud500.ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2113"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}