{"id":24583,"date":"2025-02-17T09:40:26","date_gmt":"2025-02-17T01:40:26","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=24583"},"modified":"2025-02-17T09:40:26","modified_gmt":"2025-02-17T01:40:26","slug":"%e5%85%a8%e7%90%83ai%e7%ae%97%e5%8a%9b%e6%8a%a5%e5%91%8a%e5%87%ba%e7%82%89%ef%bc%8cllm%e6%9c%80%e7%88%b1a100%ef%bc%81%e8%b0%b7%e6%ad%8c%e5%9d%90%e6%8b%a5%e8%b6%85100%e4%b8%87h100%e7%ad%89%e6%95%88","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/02\/17\/24583\/","title":{"rendered":"\u5168\u7403AI\u7b97\u529b\u62a5\u544a\u51fa\u7089\uff0cLLM\u6700\u7231A100\uff01\u8c37\u6b4c\u5750\u62e5\u8d85100\u4e07H100\u7b49\u6548\u7b97\u529b"},"content":{"rendered":"
\"\"<\/div>\n
<\/div>\n
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\n
\n

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\"\u56fe\u7247\"<\/p>\n

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\"\u56fe\u7247\"<\/p>\n

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\u62a5\u544a\u7684\u4e3b\u8981\u7ed3\u8bba\uff0c\u603b\u7ed3\u5982\u4e0b\uff1a<\/p>\n

    \n
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    \"\u56fe\u7247\"<\/p>\n

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    \"\u56fe\u7247\"<\/p>\n

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    \"\u56fe\u7247\"<\/p>\n

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    \u5c31tensor-FP16\u683c\u5f0f\u800c\u8a00\uff0c\u6548\u7387\u6700\u9ad8\u7684\u52a0\u901f\u5668\u662fMeta\u7684MTIA\uff08\u6bcf\u74e6\u9ad8\u8fbe2.1×10^12FLOP\/s\uff09\u548cNVIDIA H100\uff08\u6bcf\u74e6\u9ad8\u8fbe1.4×10^12FLOP\/s\uff09\u3002\u5373\u5c06\u63a8\u51fa\u7684Blackwell\u7cfb\u5217\u5904\u7406\u5668\u53ef\u80fd\u4f1a\u66f4\u6709\u6548\u7387\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u5176\u529f\u8017\u3002<\/p>\n

    \"\u56fe\u7247\"<\/p>\n

    \u6a21\u578b\u4e5f\u5404\u6709\u6240\u7231<\/h4>\n

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    \u5176\u6b21\u662fNVIDIA V100\uff0c\u7528\u4e8e\u8bad\u7ec355\u4e2a\u8457\u540d\u6a21\u578b\uff0c\u5176\u6b21\u662f\u8c37\u6b4c\u7684TPU v3\uff0c\u7528\u4e8e47\u4e2a\u3002<\/p>\n

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    \"\u56fe\u7247\"<\/p>\n

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    \"\u56fe\u7247\"<\/p>\n

    2019\u5e74\u81f3\u4eca\uff0c\u4e0d\u540c\u9886\u57df\u5927\u6a21\u578b\u8bad\u7ec3\u6240\u9700\u7b97\u529b\u6bd4\u8f83<\/p>\n

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      \n
    • Google NASv3 RL\u7f51\u7edc(2016):\u4f7f\u7528\u4e86800\u4e2aGPU\u8fdb\u884c\u8bad\u7ec3\u3002<\/li>\n
    • Meta Llama 3.1 405B(2024):\u4f7f\u7528\u4e8616,384\u4e2aH100 GPU\u8fdb\u884c\u8bad\u7ec3\u3002<\/li>\n<\/ul>\n

      \u8fd9\u610f\u5473\u7740\u5728\u77ed\u77ed\u516b\u5e74\u95f4\uff0c\u8bad\u7ec3\u5927\u578b\u6a21\u578b\u6240\u9700\u7684\u5904\u7406\u5668\u6570\u91cf\u589e\u52a0\u4e8620\u591a\u500d\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

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      \u8c37\u6b4c\u53ef\u80fd\u62e5\u6709\u76f8\u5f53\u4e8e\u8d85\u8fc7\u4e00\u767e\u4e07\u4e2aH100\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u4e3b\u8981\u6765\u81ea\u4ed6\u4eec\u7684TPU\u3002<\/p>\n

      \u5fae\u8f6f\u53ef\u80fd\u62e5\u6709\u6700\u5927\u7684NVIDIA\u52a0\u901f\u5668\u5e93\u5b58\uff0c\u7ea6\u4e3a50\u4e07\u4e2aH100\u5f53\u91cf\u3002<\/p>\n

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      \"\u56fe\u7247\"<\/p>\n

      \u82f1\u4f1f\u8fbe\u6bcf\u5e74\u4e0d\u6b62\u7ffb\u4e00\u756a<\/h4>\n

      \u81ea2019\u5e74\u4ee5\u6765\uff0cNVIDIA\u82af\u7247\u7684\u603b\u53ef\u7528\u8ba1\u7b97\u80fd\u529b\u5927\u7ea6\u6bcf\u5e74\u589e\u957f2.3\u500d\uff0c\u4ece\u800c\u80fd\u591f\u8bad\u7ec3\u8d8a\u6765\u8d8a\u5927\u7684\u6a21\u578b\u3002<\/p>\n

      \u4e5f\u5c31\u662f\u8bf4\uff0c\u5168\u7403NVIDIA\u7ec4\u6210\u7684\u8ba1\u7b97\u80fd\u529b\u5e73\u5747\u6bcf10\u4e2a\u6708\u7ffb\u4e00\u756a\u3002<\/p>\n

      Hopper\u8fd9\u4e00\u4ee3NVIDIA AI\u82af\u7247\u76ee\u524d\u5360\u5176\u6240\u6709AI\u786c\u4ef6\u603b\u8ba1\u7b97\u80fd\u529b\u768477%\u3002\u6309\u7167\u8fd9\u79cd\u589e\u957f\u901f\u5ea6\uff0c\u65e7\u7684\u82af\u7247\u578b\u53f7\u5728\u5176\u63a8\u51fa\u540e\u5927\u7ea64\u5e74\u5de6\u53f3\uff0c\u5bf9\u7d2f\u8ba1\u8ba1\u7b97\u91cf\u7684\u8d21\u732e\u5f80\u5f80\u4f1a\u4f4e\u4e8e\u4e00\u534a\u3002<\/p>\n

      \u8bf7\u6ce8\u610f\uff0c\u6b64\u5206\u6790\u4e0d\u5305\u62ecTPU\u6216\u5176\u4ed6\u4e13\u7528AI\u52a0\u901f\u5668\uff0c\u56e0\u4e3a\u8fd9\u65b9\u9762\u7684\u6570\u636e\u8f83\u5c11\u3002TPU\u53ef\u80fd\u63d0\u4f9b\u4e0eNVIDIA\u82af\u7247\u76f8\u5f53\u7684\u603b\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      \u6309\u82af\u7247\u578b\u53f7\u5206\u89e3\uff0c\u53d1\u73b0\u76ee\u524d\u5927\u7ea677%\u7684NVIDIA FLOP\/s\u6765\u81eaHopper\u4ee3\u9645\u7684GPU\uff0c\u5982H100\u3002<\/p>\n

      \u76ee\u524d\u4f30\u8ba1NVIDIA GPU\u53ef\u63d0\u4f9b4e21 FLOP\/s\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u7ea6\u76f8\u5f53\u4e8e400\u4e07\u4e2aH100\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      \u6ce8\u610f\uff1a\u8fd9\u4e9b\u4f30\u8ba1\u57fa\u4e8eNVIDIA\u7684\u6536\u5165\u7533\u62a5\u6587\u4ef6\uff0c\u5e76\u5047\u8bbe\u4e0d\u540c\u65f6\u4ee3\u82af\u7247\u7684\u5206\u5e03\u968f\u65f6\u95f4\u53d8\u5316\u7684\u6a21\u5f0f\u4e0eAI\u96c6\u7fa4\u6570\u636e\u96c6\u4e2d\u7684\u6a21\u5f0f\u76f8\u540c\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      \u82f1\u4f1f\u8fbe23-24\u5e74\u5b63\u5ea6\u8d22\u62a5<\/p>\n

      \u6b64\u5916\uff0c\u62a5\u544a\u53d1\u73b0\u81ea2019\u5e74\u4ee5\u6765\uff0c\u8ba1\u7b97\u80fd\u529b\u7684\u7d2f\u8ba1\u603b\u548c\uff08\u8003\u8651\u6298\u65e7\uff09\u6bcf\u5e74\u589e\u957f2.3 \u500d\u3002<\/p>\n

      \u4f46\u4ec5\u8003\u8651\u6570\u636e\u4e2d\u5fc3\u9500\u552e\u989d\uff0c\u800c\u5ffd\u7565NVIDIA\u6536\u5165\u62a5\u544a\u4e2d\u300c\u6e38\u620f\u300d\uff08Gaming\uff09\u9500\u552e\u989d\u5e26\u6765\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n

      \u516c\u5f00\u6570\u636e\u96c6<\/h3>\n

      Epoch\u540c\u65f6\u516c\u5e03\u4e86\u673a\u5668\u5b66\u4e60\u786c\u4ef6\u6570\u636e\u96c6\u548c\u6570\u636e\u5206\u6790\u6e90\u4ee3\u7801\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      https:\/\/epoch.ai\/data\/machine-learning-hardware-documentation#overview<\/p>\n

      \u8be6\u7ec6\u6570\u636e\u5206\u6790\u6d41\u7a0b\uff0c\u53c2\u89c1\u4e0b\u5217NoteBook\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      https:\/\/colab.research.google.com\/drive\/1gbbrKDKFjghUPmH-aSI9ACtb1Iuwg-cR?usp=sharing<\/p>\n

      \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n

       <\/p>\n<\/div>\n<\/div>\n

      <\/div>\n

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      <\/div>\n","protected":false},"excerpt":{"rendered":"

      \u5168\u7403\u6709\u591a\u5c11AI\u7b97\u529b\uff1f\u7b97\u529b\u589e\u957f\u901f\u5ea6\u6709\u591a\u5feb\uff1f\u5728\u8fd9\u573aAI\u300c\u6dd8\u91d1\u70ed\u300d\u4e2d\uff0c\u90fd\u6709\u54ea\u4e9b\u65b0\u300c\u94f2\u5b50\u300d\uff1fAI\u521d\u521b\u4f01\u4e1aEpoch A […]<\/p>\n

      <\/div>\n

      <\/g><\/svg><\/i> \"Loading\"<\/p>\n

      <\/div>\n","protected":false},"author":56,"featured_media":24585,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[1580],"class_list":["post-24583","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-20","category-80","tag-ai--"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24583","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=24583"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24583\/revisions"}],"predecessor-version":[{"id":24586,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24583\/revisions\/24586"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/24585"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=24583"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=24583"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=24583"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}