{"id":23255,"date":"2024-11-28T10:25:41","date_gmt":"2024-11-28T02:25:41","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=23255"},"modified":"2024-11-28T10:25:41","modified_gmt":"2024-11-28T02:25:41","slug":"%e5%9b%bd%e5%86%85%e9%a6%96%e5%ae%b6%ef%bc%81-%e9%98%bf%e9%87%8c%e4%ba%91%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%b9%b3%e5%8f%b0pai%e9%80%9a%e8%bf%87itu%e5%9b%bd%e9%99%85%e6%a0%87%e5%87%86%e6%b5%8b","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/11\/28\/23255\/","title":{"rendered":"\u56fd\u5185\u9996\u5bb6\uff01 \u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0PAI\u901a\u8fc7ITU\u56fd\u9645\u6807\u51c6\u6d4b\u8bc4"},"content":{"rendered":"<div class=\"summary\"><strong>\u5bfc\u8bfb\uff1a<\/strong>\u8fd1\u65e5\uff0c\u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0 PAI \u987a\u5229\u901a\u8fc7\u4e2d\u56fd\u4fe1\u901a\u9662\u7ec4\u7ec7\u7684 ITU-T AICP-GA\uff08Technical Specification for Artificial Intelligence Cloud Platform\uff1aGeneral Architecture\uff09\u56fd\u9645\u6807\u51c6\u548c\u300a\u667a\u7b97\u5de5\u7a0b\u5e73\u53f0\u80fd\u529b\u8981\u6c42\u300b\u56fd\u5185\u6807\u51c6\u4e00\u81f4\u6027\u6d4b\u8bc4\uff0c\u6210\u4e3a\u56fd\u5185\u9996\u5bb6\u901a\u8fc7\u8be5\u6807\u51c6\u7684\u4f01\u4e1a\u3002\u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0 PAI \u53c2\u4e0e\u5b8c\u6210\u4e86\u667a\u7b97\u5b89\u5168\u3001AI \u80fd\u529b\u4e2d\u5fc3\u3001\u6570\u636e\u5de5\u7a0b\u3001\u6a21\u578b\u5f00\u53d1\u8bad\u7ec3\u3001\u6a21\u578b\u63a8\u7406\u90e8\u7f72\u7b49\u5168\u90e8\u516b\u4e2a\u80fd\u529b &#8230;&#8230;<\/div>\n<p>\u8fd1\u65e5\uff0c<strong>\u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0 PAI \u987a\u5229\u901a\u8fc7\u4e2d\u56fd\u4fe1\u901a\u9662\u7ec4\u7ec7\u7684 ITU-T AICP-GA<\/strong>\uff08Technical Specification for Artificial Intelligence Cloud Platform\uff1aGeneral Architecture\uff09<strong>\u56fd\u9645\u6807\u51c6\u548c\u300a\u667a\u7b97\u5de5\u7a0b\u5e73\u53f0\u80fd\u529b\u8981\u6c42\u300b\u56fd\u5185\u6807\u51c6\u4e00\u81f4\u6027\u6d4b\u8bc4<\/strong>\uff0c\u6210\u4e3a\u56fd\u5185\u9996\u5bb6\u901a\u8fc7\u8be5\u6807\u51c6\u7684\u4f01\u4e1a\u3002\u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0 PAI \u53c2\u4e0e\u5b8c\u6210\u4e86\u667a\u7b97\u5b89\u5168\u3001AI \u80fd\u529b\u4e2d\u5fc3\u3001\u6570\u636e\u5de5\u7a0b\u3001\u6a21\u578b\u5f00\u53d1\u8bad\u7ec3\u3001\u6a21\u578b\u63a8\u7406\u90e8\u7f72\u7b49\u5168\u90e8\u516b\u4e2a\u80fd\u529b\u57df\uff0c\u5171\u8ba1220\u4f59\u4e2a\u7528\u4f8b\u7684\u6d4b\u8bd5\uff0c\u5e76100%\u901a\u8fc7\u6d4b\u8bd5\u8981\u6c42\uff0c\u83b7\u5f97\u4e86 ITU \u56fd\u9645\u6807\u51c6\u548c\u56fd\u5185\u53ef\u4fe1\u4e91\u6807\u51c6\u8bc4\u4f30\u901a\u8fc7\u53cc\u8bc1\u4e66\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/1732672935783.png\" alt=\"\u56fd\u5185\u9996\u5bb6\uff01 \u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0PAI\u901a\u8fc7ITU\u56fd\u9645\u6807\u51c6\u6d4b\u8bc4\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/1732672935783.png\" \/><\/p>\n<p>ITU-T F.AICP \u7cfb\u5217\u6807\u51c6\u4f5c\u4e3a\u56fd\u5185\u552f\u4e00\u5728 ITU-T SG16 \u7acb\u9879\u7684\u4eba\u5de5\u667a\u80fd\u4e91\u5e73\u53f0\u6280\u672f\u89c4\u8303\uff0c\u80fd\u591f\u5ba2\u89c2\u8861\u91cf\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u4e91\u5e73\u53f0\u4ea7\u54c1\u7684\u80fd\u529b\uff0c\u6307\u5bfc\u4f01\u4e1a\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u4e91\u5e73\u53f0\u670d\u52a1\u89c4\u8303\uff0c\u4e3a\u7528\u6237\u9009\u62e9\u4eba\u5de5\u667a\u80fd\u4e91\u4ea7\u54c1\u63d0\u4f9b\u53c2\u8003\u3002\u540c\u65f6\uff0c\u300a\u667a\u7b97\u5de5\u7a0b\u5e73\u53f0\u80fd\u529b\u8981\u6c42\u300b\u4f5c\u4e3a\u4eba\u5de5\u667a\u80fd\u4e91\u5e73\u53f0\u9886\u57df\u4e0a\u4e0e\u56fd\u9645\u6807\u51c6\u76f8\u540c\u6b65\u3001\u5e76\u76f8\u4e92\u517c\u5bb9\u4e0e\u8ba4\u53ef\u7684\u6807\u51c6\u89c4\u8303\uff0c\u662f\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u4e91\u5e73\u53f0\u4ea7\u54c1\u5728\u56fd\u5185\u5e94\u7528\u7684\u91cd\u8981\u6307\u5bfc\u3002<\/p>\n<p><strong>\u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0 PAI \u4ea7\u54c1\u4ecb\u7ecd<\/strong><\/p>\n<p>\u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0 PAI\uff08Platform for AI\uff09\u662f\u9762\u5411\u4f01\u4e1a\u5ba2\u6237\u53ca\u5f00\u53d1\u8005\u7684\u4e00\u7ad9\u5f0f AI \u5e73\u53f0\uff0c\u63d0\u4f9b\u6a21\u578b\u5f00\u53d1\u5e73\u53f0\u3001\u6a21\u578b\u8bad\u7ec3\u670d\u52a1\u3001\u4ee5\u53ca\u6a21\u578b\u63a8\u7406\u670d\u52a1\uff0c\u5305\u62ec PAI-iTag \u667a\u80fd\u6807\u6ce8\u3001PAI-FeatureStore \u7279\u5f81\u5b58\u50a8\u3001PAI-DSW \u4ea4\u4e92\u5f0f\u5efa\u6a21\u3001PAI-Designer \u53ef\u89c6\u5316\u5efa\u6a21\u3001PAI-DLC \u5206\u5e03\u5f0f\u8bad\u7ec3\u3001\u4ee5\u53ca PAI-EAS \u5728\u7ebf\u90e8\u7f72\u3001PAI-Blade \u63a8\u7406\u52a0\u901f\u7b49\u529f\u80fd\u6a21\u5757\uff0c\u6db5\u76d6 AI \u5f00\u53d1\u7684\u5b8c\u6574\u6d41\u7a0b\u3002PAI \u8fd8\u63d0\u4f9b\u573a\u666f\u5316\u6700\u4f73\u5b9e\u8df5 QuickStart \u548c\u884c\u4e1a\u9886\u57df AIGC \u5de5\u5177 ArtLab\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_2.png\" alt=\"\u56fd\u5185\u9996\u5bb6\uff01 \u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0PAI\u901a\u8fc7ITU\u56fd\u9645\u6807\u51c6\u6d4b\u8bc4\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_2.png\" \/><\/p>\n<p><strong>1. \u6a21\u578b\u5f00\u53d1\u5e73\u53f0\uff1aPAI-DSW \u4ea4\u4e92\u5f0f\u5efa\u6a21\u3001PAI-Deigner \u53ef\u89c6\u5316\u5efa\u6a21<\/strong><\/p>\n<p>PAI-DSW\uff08Data Science Workshop\uff09\u662f\u4e3a\u7b97\u6cd5\u5f00\u53d1\u8005\u91cf\u8eab\u6253\u9020\u7684\u4ea4\u4e92\u5f0f\u4e91\u7aef\u5f00\u53d1 IDE\uff0c\u652f\u6301 Copilot \u8f85\u52a9\u7f16\u7a0b\uff0c\u63d0\u4f9b\u4e30\u5bcc\u7684\u5f02\u6784\u8ba1\u7b97\u8d44\u6e90\uff0c\u9884\u7f6e\u591a\u79cd\u5f00\u6e90\u6846\u67b6\u7684\u955c\u50cf\uff0c\u652f\u6301\u5b9e\u4f8b\u7684\u751f\u547d\u5468\u671f\u7ba1\u7406\u3002\u63d0\u4f9b\u6d77\u91cf\u524d\u6cbf\u6848\u4f8b\uff0c\u4ee5 Notebook \u7684\u5f62\u5f0f\u63d0\u4f9b\u70ed\u95e8\u573a\u666f\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u5982 Stable Diffusion\u3001Llama2\u3001\u901a\u4e49\u5343\u95ee\u7cfb\u5217\u5927\u6a21\u578b\u7b49\u3002<\/p>\n<p>PAI-Designer \u662f PAI \u4ea7\u54c1\u57fa\u4e8e\u4e91\u539f\u751f\u67b6\u6784\u548c\u5de5\u4f5c\u6d41\u5f15\u64ce\u5f00\u53d1\u7684\u53ef\u89c6\u5316\u5efa\u6a21\u5de5\u5177\uff0c\u63d0\u4f9b\u7aef\u5230\u7aef\u7684\u673a\u5668\u5b66\u4e60\u5168\u94fe\u8def\u5f00\u53d1\u73af\u5883\uff0c\u5185\u7f6e\u4e30\u5bcc\u4e14\u6210\u719f\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u8986\u76d6\u5546\u54c1\u63a8\u8350\u3001\u91d1\u878d\u98ce\u63a7\u53ca\u5e7f\u544a\u9884\u6d4b\u7b49\u573a\u666f\uff0c\u6ee1\u8db3\u4e0d\u540c\u65b9\u5411\u7684\u4e1a\u52a1\u9700\u6c42\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_3.png\" alt=\"\u56fd\u5185\u9996\u5bb6\uff01 \u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0PAI\u901a\u8fc7ITU\u56fd\u9645\u6807\u51c6\u6d4b\u8bc4\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_3.png\" \/><\/p>\n<p><strong>2. \u6a21\u578b\u8bad\u7ec3\u670d\u52a1\uff1aPAI-DLC \u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u4efb\u52a1<\/strong><\/p>\n<p>\u5206\u5e03\u5f0f\u8bad\u7ec3 PAI-DLC\uff08Deep Learning Containers\uff09\u662f\u57fa\u4e8e\u4e91\u539f\u751f\u7684 AI \u8bad\u7ec3\u5e73\u53f0\uff0c\u4e3a\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u63d0\u4f9b\u7075\u6d3b\u3001\u7a33\u5b9a\u3001\u6613\u7528\u548c\u9ad8\u6027\u80fd\u7684\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u73af\u5883\u3002<\/p>\n<p><strong>\u2022\u00a0\u00a0\u6781\u81f4\u7684\u6613\u7528\u6027\uff1a<\/strong><\/p>\n<p>PAI \u63d0\u4f9b Serverless \u5206\u5e03\u5f0f\u4efb\u52a1\uff0c\u65e0\u9700\u642d\u5efa\u5404\u79cd\u96c6\u7fa4\uff0c\u53ef\u4ee5\u76f4\u63a5\u63d0\u4ea4 Megatron, Deepspeed, Pytorch, Tensorflow, Slurm, Ray, MPI \u7b49\u5341\u591a\u79cd\u8bad\u7ec3\u6846\u67b6\u7684\u4efb\u52a1\u3002\u652f\u6301\u7ade\u4ef7\u4efb\u52a1\u6a21\u5f0f\uff08Spot\uff09\uff0c\u5177\u5907\u5206\u5e03\u5f0f\u4efb\u52a1\u5f02\u6784\u7b97\u529b\u3001\u591a\u7ea7 Quota \u7ba1\u7406\u3001\u4efb\u52a1\u5f62\u6001\u6df7\u5408\u8fd0\u884c\u3001\u4efb\u52a1\u65e0\u611f\u5207\u6362\u7b49\u80fd\u529b\u3002<\/p>\n<p><strong>\u2022\u00a0\u00a0\u6781\u81f4\u7684\u7a33\u5b9a\uff1a<\/strong><\/p>\n<p>\u81ea\u7814\u7684\u5bb9\u9519\u5f15\u64ce AIMaster\u3001\u9ad8\u6027\u80fd Checkpoint \u6846\u67b6 EasyCKPT\u3001\u5065\u5eb7\u68c0\u6d4b SanityCheck \u4ee5\u53ca\u8282\u70b9\u81ea\u6108\u529f\u80fd\uff0c\u6709\u6548\u89e3\u51b3\u591a\u79cd\u7a33\u5b9a\u6027\u95ee\u9898\u3002\u5177\u5907\u5feb\u901f\u63a2\u67e5\u3001\u51c6\u786e\u611f\u5e94\u4e0e\u5feb\u901f\u53cd\u9988\u7684\u80fd\u529b\uff0c\u6709\u6548\u964d\u4f4e\u7b97\u529b\u635f\u5931\uff0c\u63d0\u5347\u8bad\u7ec3\u7a33\u5b9a\u6027\u3002<\/p>\n<p><strong>\u2022\u00a0\u00a0\u6781\u81f4\u7684\u6027\u80fd\uff1a<\/strong><\/p>\n<p>\u81ea\u7814 AI \u8bad\u7ec3\u52a0\u901f\u6846\u67b6\uff0c\u5b9e\u73b0\u7edf\u4e00\u6570\u636e\u5e76\u884c\u3001\u6d41\u6c34\u5e76\u884c\u3001\u7b97\u5b50\u62c6\u5206\u4ee5\u53ca\u5d4c\u5957\u7684\u5e76\u884c\u52a0\u901f\u7b56\u7565\u3002\u901a\u8fc7\u5e76\u884c\u7b56\u7565\u81ea\u52a8\u63a2\u7d22\u548c\u591a\u7ef4\u5ea6\u663e\u5b58\u4f18\u5316\uff0c\u7ed3\u5408\u9ad8\u901f\u7f51\u7edc\u7684\u62d3\u6251\u611f\u77e5\u8c03\u5ea6\uff0c\u4ee5\u53ca\u901a\u4fe1\u7ebf\u7a0b\u6c60\u3001\u68af\u5ea6\u5206\u7ec4\u878d\u5408\u3001\u6df7\u5408\u7cbe\u5ea6\u901a\u4fe1\u3001\u68af\u5ea6\u538b\u7f29\u7b49\u5206\u5e03\u5f0f\u901a\u4fe1\u5e93\u7684\u4f18\u5316\uff0c\u63d0\u5347\u5206\u5e03\u5f0f\u8bad\u7ec3\u6548\u7387\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_4.png\" alt=\"\u56fd\u5185\u9996\u5bb6\uff01 \u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0PAI\u901a\u8fc7ITU\u56fd\u9645\u6807\u51c6\u6d4b\u8bc4\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_4.png\" \/><\/p>\n<p><strong>3. \u6a21\u578b\u63a8\u7406\u670d\u52a1\uff1aPAI-EAS \u6a21\u578b\u90e8\u7f72\u4e0e\u5728\u7ebf\u670d\u52a1\u3001PAI-Blade \u63a8\u7406\u52a0\u901f<\/strong><\/p>\n<p>\u6a21\u578b\u5728\u7ebf\u670d\u52a1 PAI-EAS\uff08Elastic Algorithm Service\uff09\u662f PAI \u4ea7\u54c1\u4e3a\u5b9e\u73b0\u4e00\u7ad9\u5f0f\u6a21\u578b\u5f00\u53d1\u90e8\u7f72\u5e94\u7528\uff0c\u9488\u5bf9\u5728\u7ebf\u63a8\u7406\u573a\u666f\u63d0\u4f9b\u7684\u6a21\u578b\u5728\u7ebf\u670d\u52a1\uff0c\u5728\u5168\u7403\u8303\u56f4\u518516\u4e2a Region \u63d0\u4f9b\u670d\u52a1\uff0c\u96c6\u7fa4\u89c4\u6a21\u8d85\u8fc710\u4e07\u5361\u91cf\u7ea7\u3002<\/p>\n<p><strong>\u2022\u00a0\u00a0\u4e00\u7ad9\u5f0f\u5feb\u901f\u90e8\u7f72\uff1a<\/strong><\/p>\n<p>\u652f\u6301\u5b9e\u65f6\u5728\u7ebf\u670d\u52a1\u3001\u8fd1\u5b9e\u65f6\u5f02\u6b65\u63a8\u7406\u3001\u79bb\u7ebf\u6279\u91cf\u63a8\u7406\u7b49\u591a\u79cd\u4efb\u52a1\u7c7b\u578b\uff0c\u652f\u6301\u4e00\u952e\u538b\u6d4b\u3001\u7070\u5ea6\u53d1\u5e03\u3001\u76d1\u63a7\u62a5\u8b66\u7b49\u6a21\u578b\u90e8\u7f72\u80fd\u529b\uff0c\u652f\u6301\u573a\u666f\u5316\u548c\u6a21\u7248\u5316\u90e8\u7f72\uff08\u4f8b\u5982 LLM\uff0cComfyUI \u89c6\u9891\u751f\u6210\uff0cRAG \u5bf9\u8bdd\u7cfb\u7edf\u7b49\uff09\u3002<\/p>\n<p><strong>\u2022\u00a0\u00a0\u5168\u65b9\u4f4d\u7684\u6027\u4ef7\u6bd4\uff1a<\/strong><\/p>\n<p>\u901a\u8fc7\u5f39\u6027\u6269\u7f29\u5bb9\u3001\u5b9a\u65f6\u6269\u7f29\u5bb9\u3001\u5f39\u6027\u8d44\u6e90\u6c60\u7b49\u5b9e\u73b0\u9ad8\u6548\u7684\u96c6\u7fa4\u8d44\u6e90\u8c03\u5ea6\uff0c\u8fbe\u5230\u6574\u4f53\u964d\u672c\u589e\u6548\u3002\u901a\u8fc7\u62a2\u5360\u578b\u5b9e\u4f8b\u8d44\u6e90\u3001GPU \u8d44\u6e90\u5171\u4eab\u3001Serverless \u6a21\u578b\u670d\u52a1\u7b49\u65b9\u5f0f\u5927\u5e45\u964d\u4f4e\u90e8\u7f72\u6210\u672c\u6700\u9ad8\u8fbe90%\u3002<\/p>\n<p><strong>\u2022\u00a0\u00a0\u6df1\u5ea6\u7684\u4f18\u5316\u52a0\u901f\uff1a<\/strong><\/p>\n<p>\u901a\u8fc7\u63a8\u7406\u4f18\u5316\u5f15\u64ce PAI-BladeLLM\uff0c\u7efc\u5408 BlaDNN \u9ad8\u6027\u80fd\u7b97\u5b50\u3001\u91cf\u5316\u3001 PD \u5206\u79bb\u7684\u5206\u5e03\u5f0f\u63a8\u7406\u3001Prompt cache \u7f13\u5b58\u4f18\u5316\u7b49\u6280\u672f\uff0c\u964d\u4f4e\u9996\u5305\u65f6\u5ef6 (TTFT) 60%+\u3001\u964d\u4f4e token \u8f93\u51fa\u65f6\u5ef6 (TPOT) 70%+\u3001\u63d0\u5347\u63a8\u7406\u541e\u541080%+\u3002<\/p>\n<p><img decoding=\"async\" class=\"lazy\" src=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_5.png\" alt=\"\u56fd\u5185\u9996\u5bb6\uff01 \u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0PAI\u901a\u8fc7ITU\u56fd\u9645\u6807\u51c6\u6d4b\u8bc4\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_5.png\" \/><\/p>\n<p><strong>4. \u573a\u666f\u5316\u6700\u4f73\u5b9e\u8df5\uff1aPAI-QuickStart\u3001PAI-ArtLab<\/strong><\/p>\n<p>PAI-QuickStart \u6574\u5408\u4e86 Model Gallery \u6a21\u578b\u5e7f\u573a\u3001Notebook Gallery 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\u963f\u91cc\u4e91\u4eba\u5de5\u667a\u80fd\u5e73\u53f0PAI\u901a\u8fc7ITU\u56fd\u9645\u6807\u51c6\u6d4b\u8bc4\" data-original=\"https:\/\/static.ailab.org\/ailabimage\/allimg\/241127\/drjpsi04_6.png\" \/><\/p>\n<p><strong>5. AI \u4e0e\u5927\u6570\u636e\u4e00\u4f53\u5316\uff1a\u667a\u80fd\u6807\u6ce8 PAI-iTag\u3001\u591a\u79cd\u573a\u666f\u6570\u636e\u5904\u7406\u3001AI \u8840\u7f18\u5168\u94fe\u8def\u8ffd\u6eaf\u7b49<\/strong><\/p>\n<p>PAI-iTAG \u662f\u667a\u80fd\u5316\u6570\u636e\u6807\u6ce8\u5e73\u53f0\uff0c\u652f\u6301\u56fe\u50cf\u3001\u6587\u672c\u3001\u89c6\u9891\u3001\u97f3\u9891\u7b49\u591a\u79cd\u6570\u636e\u7c7b\u578b\u7684\u6807\u6ce8\u4ee5\u53ca\u591a\u6a21\u6001\u7684\u6df7\u5408\u6807\u6ce8\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6807\u6ce8\u5185\u5bb9\u7ec4\u4ef6\uff0c\u652f\u6301 AI \u8d4b\u80fd\u7684\u81ea\u52a8\u6807\u6ce8\u4ee5\u53ca\u4e30\u5bcc\u7684\u9884\u7f6e\u6a21\u7248\u3002PAI \u6784\u5efa\u4e86 AI 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\u7b49<\/strong><\/p>\n<p>PAI \u5e73\u53f0\u63d0\u4f9b\u5168\u65b9\u4f4d\u7684\u4f01\u4e1a\u7ea7\u80fd\u529b\uff0c\u80fd\u9ad8\u6548\u89e3\u51b3\u4f01\u4e1a\u5185\u90e8 AI \u8ba1\u7b97\u8d44\u6e90\u3001\u5f00\u53d1\u4eba\u5458\u3001\u6743\u9650\u3001AI \u8d44\u4ea7\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u521b\u5efa\u751f\u4ea7\u7ea7\u7684\u9ad8\u8d28\u91cf\u6a21\u578b\u53ca\u5e94\u7528\u3002PAI \u5e73\u53f0\u652f\u6301\u53ef\u4fe1 AI \u6a21\u5757\uff0c\u5177\u5907\u6bd2\u6027\u6570\u636e\u6e05\u6d17\u3001\u7b97\u6cd5\u516c\u5e73\u6027\/\u9519\u8bef\u6027\u8bc6\u522b\u3001\u673a\u5bc6\u8ba1\u7b97\u5bb9\u5668\u3001\u4e0d\u5f53\u63a8\u7406\u5185\u5bb9\u62e6\u622a\u7b49\u529f\u80fd\uff0c\u4fdd\u969c\u6a21\u578b\u548c\u6570\u636e\u5b89\u5168\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_23255\" class=\"pvc_stats total_only  \" data-element-id=\"23255\" style=\"\"><i 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