{"id":416,"date":"2025-11-25T09:14:57","date_gmt":"2025-11-25T01:14:57","guid":{"rendered":"https:\/\/high-flyer.in.suopu.cc\/?p=416"},"modified":"2025-11-25T09:14:57","modified_gmt":"2025-11-25T01:14:57","slug":"hai-platform%ef%bc%9a%e5%bc%80%e6%ba%90%e7%9a%84-ai-%e8%ae%ad%e7%bb%83%e5%b9%b3%e5%8f%b0","status":"publish","type":"post","link":"https:\/\/high-flyer.in.suopu.cc\/en\/blog\/416\/","title":{"rendered":"HAI Platform\uff1a\u5f00\u6e90\u7684 AI \u8bad\u7ec3\u5e73\u53f0"},"content":{"rendered":"<p>\u5f53\u4e0b AI \u5927\u6a21\u578b\u5982\u706b\u5982\u837c\u7684\u53d1\u5c55\uff0c\u8bb8\u591a\u5382\u5546\u5f00\u59cb\u6784\u5efa\u8d77\u57fa\u4e8e GPU \u7684\u5927\u89c4\u6a21\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u96c6\u7fa4\u3002\u968f\u7740\u7b97\u529b\u9700\u6c42\u7684\u6269\u5927\uff0c\u4e00\u4e2a\u80fd\u5bf9 GPU \u8d44\u6e90\u8fdb\u884c\u7edf\u4e00\u9ad8\u6548\u5229\u7528\u7684 AI \u5e73\u53f0\uff0c\u8d8a\u6765\u8d8a\u6210\u4e3a\u5404 AI \u56e2\u961f\u964d\u672c\u63d0\u6548\u7684\u91cd\u8981\u6b66\u5668\u3002<\/p>\n<p>\u6784\u5efa\u4e00\u4e2a\u80fd\u7ba1\u7406\u5927\u89c4\u6a21 GPU \u96c6\u7fa4\u8d44\u6e90\u7684 AI \u5e73\u53f0\uff0c\u4e3b\u8981\u4f1a\u9047\u5230\u5982\u4e0b\u51e0\u4e2a\u75db\u70b9\u95ee\u9898\uff1a<\/p>\n<ul>\n<li><strong>\u8d44\u6e90\u8c03\u5ea6<\/strong>\uff1a\u7b97\u529b\u89c4\u6a21\u4e0d\u65ad\u6269\u5927\uff0c\u800c\u8bad\u7ec3\u4efb\u52a1\u7684\u8ba1\u7b97\u9700\u6c42\u53c8\u591a\u79cd\u591a\u6837\uff0c\u5982\u4f55\u5904\u7406\u4efb\u52a1\u548c\u7b97\u529b\u7684\u5173\u7cfb\u4ee5\u6700\u5927\u5316\u96c6\u7fa4\u8d44\u6e90\u4f7f\u7528\uff1f<\/li>\n<li><strong>\u4f7f\u7528\u6548\u7387<\/strong>\uff1a\u96c6\u7fa4\u4f7f\u7528\u6709\u5cf0\u8c37\u5dee\u5f02\uff0c\u540c\u65f6\u53c8\u8981\u5e94\u5bf9\u7a81\u53d1\u4efb\u52a1\u7684\u9700\u6c42\uff0c\u5982\u4f55\u517c\u987e\u65f6\u6548\u6027\u548c\u96c6\u7fa4\u6574\u4f53\u6548\u7387\uff1f<\/li>\n<li><strong>\u8fed\u4ee3\u9002\u914d<\/strong>\uff1a\u96c6\u7fa4\u4f1a\u6709\u5347\u7ea7\u8fed\u4ee3\uff0c\u5728\u8c03\u6574\u7b97\u529b\u89c4\u6a21\u3001\u7c7b\u578b\u3001\u4f7f\u7528\u89c4\u5219\u7b49\u573a\u666f\u4e0b\uff0c\u5982\u4f55\u8ba9\u5e73\u53f0\u5feb\u901f\u9002\u914d\uff0c\u5c3d\u53ef\u80fd\u964d\u4f4e\u5207\u6362\u6210\u672c\uff1f<\/li>\n<\/ul>\n<p>\u9488\u5bf9\u4e0a\u8ff0\u95ee\u9898\uff0c\u5e7b\u65b9 AI \u5728\u81ea\u5efa\u7684\u8424\u706b\u96c6\u7fa4\u4e0a\u8fdb\u884c\u591a\u5e74\u7684\u7814\u53d1\u4e0e\u6d4b\u8bd5\uff0c\u79ef\u7d2f\u4e86<strong>\u4e00\u5957\u9ad8\u6548\u7ba1\u7406 GPU \u96c6\u7fa4\u8d44\u6e90\u7684 AI \u8bad\u7ec3\u5e73\u53f0\u65b9\u6848\uff0c\u540d\u53eb HAI Platform<\/strong>\u3002\u5176<strong>\u4ee5\u4efb\u52a1\u7ea7\u5206\u65f6\u8c03\u5ea6\u5171\u4eab AI \u7b97\u529b\u7684\u7406\u5ff5\u5c06\u96c6\u7fa4\u96f6\u6563\u8d44\u6e90\u8fdb\u884c\u6574\u5408\u518d\u5206\u914d<\/strong>\uff0c\u6210\u529f\u652f\u6301\u5728 1500+ \u8ba1\u7b97\u8282\u70b9\u4e0a\u7a33\u5b9a\u8fd0\u884c\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u548c\u5176\u4ed6\u591a\u7c7b\u578b\u4efb\u52a1\uff0c\u65e5\u5e38\u7b97\u529b\u5360\u7528\u7387 95% \u4ee5\u4e0a\uff0c\u65e5\u5e38 GPU \u4f7f\u7528\u7387 75% \u4ee5\u4e0a\uff0c\u8ba1\u7b97\u548c\u5b58\u50a8\u8282\u70b9\u95f4\u7684\u6570\u636e\u541e\u5410 7TB\/s \u4ee5\u4e0a\uff0c\u670d\u52a1\u4e86\u4e0a\u767e\u4e2a AI \u56e2\u961f\u3002<\/p>\n<p><span class=\"gatsby-resp-image-wrapper\"><a class=\"gatsby-resp-image-link\" href=\"https:\/\/hfai-static.high-flyer.cn\/static\/560a8da7016ee4f5ec8d115a3c9dd59b\/00d43\/01.png\" target=\"_blank\" rel=\"noopener\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-419\" title=\"96a3be3cf272e017046d62\" src=\"http:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/96a3be3cf272e017046d62.png\" alt=\"96a3be3cf272e017046d62\" width=\"650\" height=\"452\" srcset=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/96a3be3cf272e017046d62.png 650w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/96a3be3cf272e017046d62-300x209.png 300w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/96a3be3cf272e017046d62-150x104.png 150w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/><\/a><\/span><\/p>\n<p>\u73b0\u5728\uff0c<strong>\u5e7b\u65b9 AI \u5c06\u6b63\u5f0f\u5f00\u6e90 HAI Platform\uff0c\u5c06\u8fd9\u5957\u4e45\u7ecf\u8003\u9a8c\u7684 AI \u8bad\u7ec3\u5e73\u53f0\u670d\u52a1\u4e8e\u66f4\u5e7f\u9614\u7684 AI \u793e\u533a<\/strong>\u3002HAI Platform \u53ef\u4ee5\u88ab\u90e8\u7f72\u5728\u79c1\u6709\u96c6\u7fa4\u6216\u516c\u6709\u4e91\u7684 GPU \u8d44\u6e90\u4e2d\uff0c\u5e2e\u52a9\u60a8\u9ad8\u6548\u5229\u7528 GPU \u96c6\u7fa4\u8d44\u6e90\uff0c\u63d0\u5347\u56e2\u961f\u6574\u4f53\u7814\u53d1\u6548\u7387\u3002\u6211\u4eec\u5e0c\u671b\u8ba9\u66f4\u591a\u201c\u60f3\u8c61\u529b\u201d\u548c\u201c\u521b\u9020\u529b\u201d\u751f\u957f\uff0c\u671f\u5f85\u4e0e\u5404\u65b9\u79d1\u5b66\u5bb6\u53ca\u5f00\u53d1\u8005\u4eec\u4e00\u540c\u5171\u5efa AI \u65f6\u4ee3\u3002<\/p>\n<p><strong>\u4ea7\u54c1\u5730\u5740<\/strong>\uff1a<a href=\"https:\/\/github.com\/HFAiLab\/hai-platform\">https:\/\/github.com\/HFAiLab\/hai-platform<\/a><\/p>\n<p><strong>\u4ea7\u54c1\u6587\u6863<\/strong>\uff1a<a href=\"https:\/\/hfailab.github.io\/hai-platform\/\">https:\/\/hfailab.github.io\/hai-platform\/<\/a><\/p>\n<h2 id=\"\u5b89\u88c5\u4e0e\u8bbe\u7f6e\">\u5b89\u88c5\u4e0e\u8bbe\u7f6e<\/h2>\n<p>\u4f7f\u7528 HAI Platform\uff0c\u9996\u5148\u9700\u8981\u5982\u4e0b\u57fa\u7840\u8bbe\u65bd\uff1a<\/p>\n<ul>\n<li>\u4e00\u4e2a\u90e8\u7f72 K8S \u7684<strong>\u7b97\u529b\u96c6\u7fa4<\/strong>\uff0c\u5305\u62ec\u7ba1\u7406\u8282\u70b9\u3001\u8ba1\u7b97\u8282\u70b9\u3001\u670d\u52a1\u8282\u70b9\uff08\u7528\u4e8e\u670d\u52a1\u90e8\u7f72\u3001\u6570\u636e\u5e93\u3001\u76d1\u63a7\u7b49\uff09\uff1b<\/li>\n<li>\u4e00\u4e2a\u6216\u591a\u4e2a<strong>\u5b58\u50a8\u96c6\u7fa4<\/strong>\uff0c\u8ba9\u6240\u6709\u8ba1\u7b97\u8282\u70b9\u53ef\u8bbf\u95ee\u7684<strong>\u6587\u4ef6\u7cfb\u7edf<\/strong>\uff0c\u5b58\u50a8\u4fe1\u606f\u5305\u62ec\u4ee3\u7801\uff0c\u6570\u636e\uff0c\u65e5\u5fd7\uff0c\u914d\u7f6e\u6587\u4ef6\u7b49\uff1b<\/li>\n<li>\u7b97\u529b\u96c6\u7fa4\u4e0e\u5b58\u50a8\u96c6\u7fa4\u4e4b\u95f4\u6240\u6709\u8282\u70b9\u901a\u8fc7<strong>\u9ad8\u901f\u7f51\u7edc\u4e92\u8054<\/strong>\uff0c\u5efa\u8bae\u4f7f\u7528 RDMA \u3002<\/li>\n<\/ul>\n<p>\u63a5\u4e0b\u6765\uff0c\u60a8\u53ef\u4ee5\u6309\u7167<a href=\"https:\/\/github.com\/HFAiLab\/hai-platform\/blob\/main\/README.md\">\u5f00\u6e90\u4ed3\u5e93\u4e2d HAI Platform \u642d\u5efa\u6307\u5357<\/a>\u8fdb\u884c\u5b89\u88c5\u548c\u90e8\u7f72\u3002<\/p>\n<h2 id=\"\u4efb\u52a1\u8c03\u5ea6\">\u4efb\u52a1\u8c03\u5ea6<\/h2>\n<p><strong>\u4efb\u52a1\u662f HAI Platform \u4f7f\u7528\u7684\u57fa\u672c\u5355\u4f4d\uff0c\u800c\u975e\u7528\u6237<\/strong>\u3002\u6240\u6709\u7528\u6237\u63d0\u4ea4\u7684\u4efb\u52a1\u90fd\u7531 HAI Platform \u7edf\u4e00\u7ba1\u7406\u548c\u8c03\u5ea6\u3002<\/p>\n<p><span class=\"gatsby-resp-image-wrapper\"><a class=\"gatsby-resp-image-link\" href=\"https:\/\/hfai-static.high-flyer.cn\/static\/cb55e1ea12c6caa78b7a87d47cfc2522\/0a47e\/02.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignnone size-full wp-image-418\" title=\"a2ef406e2c2351e0b9e853\" src=\"http:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a2ef406e2c2351e0b9e853.png\" alt=\"a2ef406e2c2351e0b9e853\" width=\"600\" height=\"538\" srcset=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a2ef406e2c2351e0b9e853.png 600w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a2ef406e2c2351e0b9e853-300x269.png 300w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/a2ef406e2c2351e0b9e853-150x135.png 150w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/a><\/span><\/p>\n<p><center>\u7528\u6237\u72ec\u5360 vs \u5206\u65f6\u8c03\u5ea6<\/center>&nbsp;<\/p>\n<p>\u5e7b\u65b9 AI \u63d0\u51fa<strong>\u5206\u65f6\u8c03\u5ea6\u7406\u5ff5<\/strong>\u5bf9\u96c6\u7fa4\u8d44\u6e90\u8fdb\u884c\u7ba1\u7406\u3002\u7528\u6237\u63d0\u4ea4\u4efb\u52a1\uff0c\u5982\u8fd0\u884c python \/ bash \u4ee3\u7801\uff0c\u542f\u52a8\u5f00\u53d1\u5bb9\u5668\u7b49\uff0c\u7531\u5e73\u53f0\u6839\u636e\u5f53\u524d\u8d44\u6e90\u9700\u6c42\u3001\u96c6\u7fa4\u5fd9\u95f2\u7a0b\u5ea6\u7b49\u8fdb\u884c\u4efb\u52a1\u7684\u4e2d\u65ad\u548c\u52a0\u8f7d\u3002\u4efb\u52a1\u4ee3\u7801\u9700\u8981\u9075\u5faa\u5e73\u53f0\u7f16\u7801\u89c4\u5219\u4ee5\u786e\u4fdd\u53ef\u4ee5<strong>\u65ad\u70b9\u7eed\u8dd1<\/strong>\uff0c\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u63a5\u53d7\u96c6\u7fa4\u7684\u6253\u65ad\u4fe1\u53f7\uff1b<\/li>\n<li>\u4fdd\u5b58 checkpoint\uff08\u6a21\u578b\u53c2\u6570\uff0c\u4f18\u5316\u5668\u53c2\u6570\u7b49\uff09\uff1b<\/li>\n<li>\u901a\u77e5\u96c6\u7fa4\u6253\u65ad\uff1b<\/li>\n<li>\u4ece checkpoint \u6062\u590d\uff0c\u7ee7\u7eed\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<p><strong>\u6ce8\u610f\uff01<\/strong>\u00a0\u90e8\u7f72 HAI Platform \u7684\u96c6\u7fa4\u4e0d\u4f1a\u5c06 GPU \u8d44\u6e90\u6c60\u5316\uff0c\u800c\u662f<strong>\u4ee5\u8ba1\u7b97\u8282\u70b9\u4e3a\u57fa\u672c\u5355\u4f4d<\/strong>\uff0c\u6839\u636e\u8d44\u6e90\u7c7b\u578b\u3001\u7f51\u7edc\u533a\u57df\u7b49\u6761\u4ef6\u8fdb\u884c\u5206\u7c7b\u6807\u8bb0\u3002HAI Platform \u9f13\u52b1\u7528\u6237\u4e00\u6b21\u6027\u7528\u6ee1\u591a\u5f20 GPU\uff0c\u8fdb\u884c\u5e76\u884c\u8bad\u7ec3\u3002 \u7528\u6237\u63d0\u4ea4\u4efb\u52a1\u65f6\u9700\u9009\u5b9a\u8282\u70b9\u6570\u91cf n\uff0c\u5219\u8be5\u4efb\u52a1\u53ef\u83b7\u5f97 n \u7684\u6574\u6570\u500d\u4e2a GPU\uff0c\u6bd4\u5982\u57288\u5361\u8ba1\u7b97\u8282\u70b9\u4e0a\u63d0\u4ea4\u4f7f\u75284\u4e2a\u8282\u70b9\u7684\u4efb\u52a1\uff0c\u5219\u8be5\u4efb\u52a1\u4f1a\u83b7\u5f9732\u5f20 GPU \u8fdb\u884c\u5e76\u884c\u8bad\u7ec3\u3002<\/p>\n<p>\u66f4\u8be6\u7ec6\u7684\u5185\u5bb9\u53ef\u4ee5\u9605\u8bfb<a href=\"https:\/\/hfailab.github.io\/hai-platform\/guide\/schedule.html\">\u300a\u5206\u65f6\u8c03\u5ea6\u300b<\/a>\u3002<\/p>\n<h2 id=\"\u7528\u6237\u7ba1\u7406\">\u7528\u6237\u7ba1\u7406<\/h2>\n<p>HAI Platform \u63d0\u4f9b\u4ee5<strong>\u914d\u989d<\/strong>\u7684\u65b9\u5f0f\u8bb0\u5f55\u96c6\u7fa4\u7684\u5404\u7c7b\u8d44\u6e90\uff0c\u901a\u8fc7<strong>\u4f18\u5148\u7ea7<\/strong>\u7ba1\u7406\u7528\u6237\u7684\u4f7f\u7528\u6743\u9650\u3002\u4f8b\u5982\uff1a\u67d0\u7528\u6237\u5728 NORMAL \u4f18\u5148\u7ea7\u4e0a\u62e5\u670910\u4e2a\u8ba1\u7b97\u8282\u70b9\u7684\u914d\u989d\uff0c\u5176\u5728 HAI Platform \u4e0a\u63d0\u4ea4\u82e5\u5e72\u4e2a\u4efb\u52a1\uff0c\u5219\u6700\u591a\u540c\u65f6\u4ee5 NORMAL \u4f18\u5148\u7ea7\u8c03\u5ea610\u4e2a\u8ba1\u7b97\u8282\u70b9\u8fd0\u884c\u3002\u7b97\u529b\u8d44\u6e90\u4f18\u5148\u6ee1\u8db3\u9ad8\u4f18\u5148\u7ea7\u7528\u6237\u7684\u8bad\u7ec3\u9700\u6c42\uff0c\u540c\u4f18\u5148\u7ea7\u5185\u5219\u4ea4\u66ff\u4f7f\u7528\u96c6\u7fa4\u7b97\u529b\u8d44\u6e90\u3002<\/p>\n<p><span class=\"gatsby-resp-image-wrapper\"><a class=\"gatsby-resp-image-link\" href=\"https:\/\/hfai-static.high-flyer.cn\/static\/34d0586f30912e86f780b6508a0f3c6c\/fdaf8\/03.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignnone size-full wp-image-420\" title=\"e45ee7ce7e88149af8dd51\" src=\"http:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/e45ee7ce7e88149af8dd51.png\" alt=\"e45ee7ce7e88149af8dd51\" width=\"650\" height=\"287\" srcset=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/e45ee7ce7e88149af8dd51.png 650w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/e45ee7ce7e88149af8dd51-300x132.png 300w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/e45ee7ce7e88149af8dd51-150x66.png 150w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/><\/a><\/span><\/p>\n<p><center>\u4efb\u52a1\u4f18\u5148\u7ea7\u5217\u8868<\/center>&nbsp;<\/p>\n<p>\u540c\u65f6\uff0c\u6bcf\u4e2a\u7528\u6237\u90fd\u53ef\u4ee5\u5f52\u5c5e\u4e8e\u67d0\u4e00\u4e2a<strong>\u7528\u6237\u7ec4<\/strong>\u3002\u8ba1\u7b97\u8d44\u6e90\u548c\u4f18\u5148\u7ea7\u914d\u989d\u662f\u6309\u7528\u6237\u4e3a\u5355\u4f4d\u8fdb\u884c\u5206\u914d\u7684\uff0c\u800c\u540c\u7ec4\u7684\u7528\u6237\u53ef\u4ee5\u5171\u4eab\u81ea\u5b9a\u4e49\u73af\u5883\u3001\u79c1\u6709\u6570\u636e\u5b58\u50a8\u3002<\/p>\n<p>\u6b64\u5916\uff0cHAI Platform \u8fd8\u63d0\u4f9b\u4e86\u7ba1\u7406\u5458\u7528\u6237\u8eab\u4efd\uff0c\u5176\u6709\u6743\u9650\u6267\u884c\u7528\u6237\u521b\u5efa\u3001\u505c\u7528\u3001\u5f52\u6863\u7b49\u64cd\u4f5c\uff0c\u8c03\u6574\u5404\u7c7b\u8d44\u6e90\u548c\u4f18\u5148\u7ea7\u914d\u989d\uff0c\u7ba1\u7406\u540e\u53f0\u5f00\u53d1\u5bb9\u5668\u7b49\u3002<\/p>\n<h2 id=\"\u73af\u5883\u7ba1\u7406\">\u73af\u5883\u7ba1\u7406<\/h2>\n<p>\u90e8\u7f72 HAI Platform \u7684\u96c6\u7fa4\u4f1a\u5305\u542b<strong>\u57fa\u7840\u73af\u5883<\/strong>\u548c\u7528\u6237<strong>\u81ea\u5b9a\u4e49\u73af\u5883<\/strong>\u4e24\u79cd\u73af\u5883\u7ba1\u7406\u6a21\u5f0f\uff1a<\/p>\n<ul>\n<li>\u57fa\u7840\u73af\u5883\u7531\u5e73\u53f0\u7edf\u4e00\u7ba1\u7406\uff0c\u5305\u542b\u5927\u90e8\u5206\u4e3b\u6d41\u4f9d\u8d56\u5305\uff0c\u4efb\u52a1\u8fd0\u884c\u65f6\u9ed8\u8ba4\u52a0\u8f7d\u3002\u901a\u5e38\u6839\u636e\u7cfb\u7edf\u3001GPU \u9a71\u52a8\u53ca CUDA \u7248\u672c\u7b49\u8981\u6c42\u7edf\u4e00\u7ba1\u7406\u82e5\u5e72\u4e2a\u57fa\u7840\u73af\u5883\u3002\u57fa\u7840\u73af\u5883\u4f9b\u5e73\u53f0\u6240\u6709\u7528\u6237\u5171\u4eab\uff1b<\/li>\n<li>\u81ea\u5b9a\u4e49\u73af\u5883\u7531\u7528\u6237\u81ea\u884c\u5b89\u88c5\u4f9d\u8d56\uff0c\u53ef\u4ee5\u57fa\u4e8e\u57fa\u7840\u73af\u5883\u8fdb\u884c\u6269\u5c55\u3002\u81ea\u5b9a\u4e49\u73af\u5883\u53ef\u4ee5\u5728\u540c\u7ec4\u5185\u5171\u4eab\u3002<\/li>\n<\/ul>\n<div class=\"gatsby-highlight\" data-language=\"python\">\n<pre class=\"language-python\"><code class=\"language-python\"><span class=\"token keyword\">import<\/span> haienv\r\nhaienv<span class=\"token punctuation\">.<\/span>set_env<span class=\"token punctuation\">(<\/span><span class=\"token string\">'env_name'<\/span><span class=\"token punctuation\">)<\/span><\/code><\/pre>\n<\/div>\n<p>\u4e24\u79cd\u73af\u5883\u90fd\u53ef\u4ee5\u901a\u8fc7\u00a0<code class=\"language-text\">haienv<\/code>\u00a0\u5de5\u5177\u8fdb\u884c\u7ba1\u7406\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u4efb\u52a1\u573a\u666f\u3002\u901a\u8fc7\u57fa\u7840\u73af\u5883\u7684\u6784\u5efa\uff0c\u6211\u4eec\u5e0c\u671b\u5c3d\u53ef\u80fd\u964d\u4f4e AI \u7814\u53d1\u524d\u671f\u7684\u73af\u5883\u6784\u5efa\u6210\u672c\u3002<\/p>\n<p>\u66f4\u8be6\u7ec6\u7684\u5185\u5bb9\u53ef\u4ee5\u9605\u8bfb<a href=\"https:\/\/hfailab.github.io\/hai-platform\/guide\/environment.html\">\u300a\u73af\u5883\u914d\u7f6e\u300b<\/a>\u3002<\/p>\n<h2 id=\"\u53ef\u89c6\u5316\u4ea4\u4e92\">\u53ef\u89c6\u5316\u4ea4\u4e92<\/h2>\n<p>\u4e3a\u4e86\u65b9\u4fbf\u7528\u6237\u4e0e GPU \u96c6\u7fa4\u7684\u4ea4\u4e92\uff0cHAI Platform \u63d0\u4f9b\u4e86\u7528\u6237\u754c\u9762\uff0c<a href=\"https:\/\/github.com\/HFAiLab\/hai-platform-studio\">HAI Platform Studio<\/a>\u00a0\uff0c\u5176\u4e3b\u8981\u529f\u80fd\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1a<\/p>\n<ul>\n<li>\u7ba1\u7406\u548c\u542f\u52a8\u57fa\u4e8e JupyterLab \u7684\u5f00\u53d1\u5bb9\u5668\uff0c\u914d\u5408 Jupyter \u63d2\u4ef6\uff0c\u53ef\u4ee5\u8fdb\u884c\u4ee3\u7801\u8c03\u8bd5\u6216\u4efb\u52a1\u63d0\u4ea4\uff1b<\/li>\n<li>\u7ba1\u7406\u63d0\u4ea4\u7684\u4efb\u52a1\uff0c\u652f\u6301\u4efb\u52a1\u7684\u5b9e\u65f6\u76d1\u63a7\u3001\u65e5\u5fd7\u5206\u6790\u548c\u4efb\u52a1\u72b6\u6001\u7ba1\u7406\uff1b<\/li>\n<li>\u96c6\u6210\u4e86\u8ba8\u8bba\u533a\u3001\u4efb\u52a1\u6027\u80fd\u76d1\u63a7\u3001\u4efb\u52a1\u8c03\u5ea6\u7ba1\u7406\u7b49\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>\u53e6\u5916\uff0cHAI Platform Studio \u5b50\u5e94\u7528\u00a0<code class=\"language-text\">\/monitor<\/code>\u00a0\u96c6\u6210\u4e86\u4e00\u5b9a\u7684\u76d1\u63a7\u548c\u7ba1\u7406\u80fd\u529b\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u7528\u6237\u53ca\u4efb\u52a1\u7ba1\u7406\uff1a\u521b\u5efa\u7528\u6237\uff1b\u4fee\u6539\u7528\u6237\u5206\u7ec4\u3001Quota\uff1b\u7ba1\u7406\u7528\u6237\u5f00\u53d1\u5bb9\u5668\u548c\u4efb\u52a1\uff1b<\/li>\n<li>\u8282\u70b9\u7ba1\u7406\uff1a\u67e5\u770b\u5206\u7ec4\u8282\u70b9\u4ee5\u53ca\u5404\u4e2a\u8282\u70b9\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<p><span class=\"gatsby-resp-image-wrapper\"><a class=\"gatsby-resp-image-link\" href=\"https:\/\/hfai-static.high-flyer.cn\/static\/79dc98bc6128d2e9d77ae57fbeffab77\/66caf\/04.png\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-417\" title=\"7d0665438e81d8eceb9882\" src=\"http:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/7d0665438e81d8eceb9882.png\" alt=\"7d0665438e81d8eceb9882\" width=\"650\" height=\"591\" srcset=\"https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/7d0665438e81d8eceb9882.png 650w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/7d0665438e81d8eceb9882-300x273.png 300w, https:\/\/high-flyer.in.suopu.cc\/wp-content\/uploads\/2025\/11\/7d0665438e81d8eceb9882-150x136.png 150w\" sizes=\"(max-width: 650px) 100vw, 650px\" \/><\/a><\/span><\/p>\n<p><center>HAI Platform Studio \u6982\u89c8\u754c\u9762<\/center>&nbsp;<\/p>\n<p>\u66f4\u591a\u5185\u5bb9\u53ef\u4ee5\u9605\u8bfb\u5f00\u6e90\u4ed3\u5e93\uff1a<a href=\"https:\/\/github.com\/HFAiLab\/hai-platform-studio%E3%80%82\">https:\/\/github.com\/HFAiLab\/hai-platform-studio\u3002<\/a><\/p>\n<h2 id=\"\u6570\u636e\u7ba1\u7406\">\u6570\u636e\u7ba1\u7406<\/h2>\n<p>\u90e8\u7f72 HAI Platform \u7684\u96c6\u7fa4\u4f1a\u5c06\u8bad\u7ec3\u6570\u636e\u5b58\u50a8\u5728\u6587\u4ef6\u7cfb\u7edf\u4e2d\u3002\u8bad\u7ec3\u4e2d\u7684\u4efb\u52a1\u4f1a\u5b9e\u65f6\u4ece\u6587\u4ef6\u7cfb\u7edf\u4e2d\u8bfb\u53d6\u6570\u636e\uff0c\u6d41\u8f6c\u5230\u8ba1\u7b97\u8282\u70b9\u3002\u8fd9\u91cc\uff0c\u4f18\u826f\u7684\u6587\u4ef6\u7cfb\u7edf\u5c06\u662f\u63d0\u9ad8 GPU \u5229\u7528\u7387\uff0c\u8fdb\u800c\u63d0\u5347\u96c6\u7fa4\u6574\u4f53\u6548\u7387\u7684\u51b3\u5b9a\u6027\u56e0\u7d20\u4e4b\u4e00\u3002<\/p>\n<p>\u4e3a\u4e86\u6700\u5927\u5316 GPU \u5229\u7528\u7387\uff0c\u964d\u4f4e\u6570\u636e\u8bfb\u53d6\u7684\u6210\u672c\uff0c\u5e7b\u65b9 AI \u81ea\u7814\u4e86<a href=\"https:\/\/www.high-flyer.cn\/blog\/3fs\"><strong>\u9ad8\u901f\u6587\u4ef6\u7cfb\u7edf 3FS<\/strong><\/a>\uff0c\u5176\u4e13\u95e8\u9488\u5bf9\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e2d\u6837\u672c\u8bfb\u53d6\u7684\u573a\u666f\u8fdb\u884c\u4f18\u5316\uff0c\u80fd\u652f\u6301\u8ba1\u7b97\u548c\u5b58\u50a8\u8282\u70b9\u95f4 7TB\/s \u4ee5\u4e0a\u7684\u6570\u636e\u541e\u5410\u30023FS \u9700\u8981\u7528\u6237\u5c06\u539f\u59cb\u6570\u636e\u4e2d\u8f83\u591a\u7684\u5c0f\u6587\u4ef6\u805a\u5408\u6210\u5927\u6587\u4ef6\u8fdb\u884c\u5b58\u50a8\uff0c\u63a8\u8350\u4f7f\u7528\u00a0<a href=\"https:\/\/www.high-flyer.cn\/blog\/ffrecord\">FFRecord \u683c\u5f0f\u89c4\u8303<\/a>\u6765\u805a\u5408\u6587\u4ef6\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5f53\u4e0b AI \u5927\u6a21\u578b\u5982\u706b\u5982\u837c\u7684\u53d1\u5c55\uff0c\u8bb8\u591a\u5382\u5546\u5f00\u59cb\u6784\u5efa\u8d77\u57fa\u4e8e GPU \u7684\u5927\u89c4\u6a21\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u96c6\u7fa4\u3002\u968f\u7740\u7b97\u529b\u9700\u6c42\u7684\u6269\u5927 [&hellip;]<\/p>","protected":false},"author":1,"featured_media":421,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-416","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-firefly-platform"],"acf":[],"_links":{"self":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts\/416","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/comments?post=416"}],"version-history":[{"count":1,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts\/416\/revisions"}],"predecessor-version":[{"id":422,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/posts\/416\/revisions\/422"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/media\/421"}],"wp:attachment":[{"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/media?parent=416"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/categories?post=416"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/high-flyer.in.suopu.cc\/en\/wp-json\/wp\/v2\/tags?post=416"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}