{"id":9217,"date":"2025-02-13T11:25:05","date_gmt":"2025-02-13T03:25:05","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=9217"},"modified":"2025-02-14T11:32:50","modified_gmt":"2025-02-14T03:32:50","slug":"ai-stack-architecture","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/ai-stack-architecture","title":{"rendered":"\u89e3\u9396AI\u7121\u9650\u6f5b\u529b\uff1aAI-Stack\u67b6\u69cb\u5168\u9762\u89e3\u6790"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u9019\u500b\u8cc7\u6599\u5bc6\u96c6\u8a08\u7b97\u7684\u6642\u4ee3\uff0c\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u6539\u8b8a\u8457\u5404\u500b\u7522\u696d\u3002\u5f9e\u88fd\u9020\u696d\u7684\u751f\u7522\u7dda\u3001\u91ab\u9662\u7684\u8a3a\u65b7\u5ba4\u3001\u91d1\u878d\u5e02\u5834\u7684\u98a8\u96aa\u8a55\u4f30\u5230\u79d1\u5b78\u7814\u7a76\u7684\u7a81\u7834\uff0cAI \u90fd\u626e\u6f14\u8457\u8d8a\u4f86\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002\u7136\u800c\uff0c\u8981\u5145\u5206\u767c\u63ee AI \u7684\u7121\u9650\u6f5b\u529b\uff0c\u4e0d\u50c5\u9700\u8981\u5148\u9032\u7684\u6f14\u7b97\u6cd5\uff0c\u66f4\u9700\u8981\u4e00\u500b\u5f37\u5927\u7684\u8edf\u9ad4\u5e73\u53f0\uff0c\u5c07\u57fa\u790e\u67b6\u69cb\u3001\u958b\u767c\u548c\u7ba1\u7406\u7121\u7e2b\u6574\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6578\u4f4d\u7121\u9650\u9577\u671f\u81f4\u529b\u65bc AI \u57fa\u790e\u67b6\u69cb\u7ba1\u7406\u8edf\u9ad4\u7684\u7814\u767c\u3002\u5728 AI \u6d6a\u6f6e\u8208\u8d77\u524d\uff0c\u81ea 2017 \u5e74\u8d77\u5373\u4ee5 AI-Stack \u7387\u5148\u9032\u8ecd AI GPU \u8cc7\u6e90\u8abf\u5ea6\u53ca AI \u57fa\u790e\u8a2d\u65bd\u7ba1\u7406\u5e73\u53f0\u9818\u57df\u30022019 \u5e74\uff0c\u66f4\u6210\u70ba NVIDIA \u65b0\u5275\u93c8\u7d50\u8a08\u756b (Inception Program) \u7684\u5168\u7403\u5408\u4f5c\u5925\u4f34\u6210\u54e1\uff0c\u4e26\u69ae\u7372 NVIDIA \u8a8d\u8b49\u89e3\u6c7a\u65b9\u6848\u9867\u554f (Solution Advisor \u2013 Preferred Level) \u8cc7\u683c\uff0c\u6210\u70ba\u53f0\u7063 AI \u57fa\u790e\u8a2d\u65bd\u89e3\u6c7a\u65b9\u6848\u8edf\u9ad4\u9818\u57df\u4e2d\u552f\u4e00\u7372\u6b64\u6b8a\u69ae\u7684\u4f01\u696d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack \u662f\u4e00\u500b\u5c08\u70ba\u4f01\u696d\u7d1a AI \u61c9\u7528\u6253\u9020\u7684\u5b8c\u6574\u5e73\u53f0\uff0c\u63d0\u4f9b\u9ad8\u6548\u958b\u767c\u74b0\u5883\u3001\u7cbe\u78ba\u7684\u8cc7\u6e90\u7ba1\u7406\uff0c\u4ee5\u53ca\u7a69\u5b9a\u7684\u57fa\u790e\u8a2d\u65bd\u3002\u672c\u6587\u5c07\u6df1\u5165\u5256\u6790 AI-Stack \u7684\u67b6\u69cb\uff0c\u5e36\u9818\u60a8\u5168\u9762\u4e86\u89e3\u5176\u6838\u5fc3\u529f\u80fd\u548c\u512a\u52e2\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI-Stack\u67b6\u69cb\u7e3d\u89bd<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u958b\u767c\u8207\u751f\u614b\u5c64\uff08Dev &amp; Ecosystem Layer\uff09\uff1a<\/strong>\u4ee5 Kubernetes \u8207 Docker \u70ba\u57fa\u790e\uff0c \u63d0\u4f9b\u9ad8\u6548\u76f4\u89c0\u7684\u958b\u767c\u74b0\u5883\uff0c\u6574\u5408\u4e3b\u6d41 AI \u6846\u67b6\u548c\u5de5\u5177\uff0c\u52a0\u901f AI \u61c9\u7528\u958b\u767c\u3002<\/li>\n\n\n\n<li><strong>\u63a7\u5236\u5c64\uff08Control Plane\uff09\uff1a<\/strong> \u63d0\u4f9b\u96c6\u4e2d\u7684\u8996\u89ba\u5316\u7ba1\u7406\u548c\u76e3\u63a7\u5e73\u53f0\uff0c\u6700\u5927\u5316 GPU \u5229\u7528\u7387\uff0c\u4e26\u63d0\u4f9b\u91cf\u8eab\u6253\u9020\u7684 AI \u904b\u7b97\u74b0\u5883\u3002<\/li>\n\n\n\n<li><strong>\u5be6\u9ad4\u53e2\u96c6\u5c64\uff08Infrastructure Cluster\uff09\uff1a<\/strong>\u900f\u904e\u7368\u5bb6\u7684\u6676\u7247\u53ca\u5132\u5b58\u88dd\u7f6e\u7ba1\u7406\u6280\u8853\uff0c\u70ba AI \u57fa\u790e\u8a2d\u65bd\u7684\u7ba1\u7406\u63d0\u548c\u904b\u71df\u4f9b\u5168\u9762\u652f\u63f4\uff0c\u6700\u5927\u5316\u5229\u7528 GPU \u7b97\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a5\u4e0b\u4f86\uff0c\u6211\u5011\u5c07\u9010\u4e00\u6df1\u5165\u4ecb\u7d39\u9019\u4e09\u5c64\u67b6\u69cb\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e00\u5c64\uff1a\u958b\u767c\u8207\u751f\u614b\u5c64\uff08Dev &amp; Ecosystem Layer\uff09- \u52a0\u901fAI\u958b\u767c\u7684\u5f15\u64ce<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u8b93 AI \u61c9\u7528\u958b\u767c\u66f4\u5feb\u901f\u3001\u66f4\u7c21\u55ae\uff1fAI-Stack \u7684\u300c\u958b\u767c\u8207\u751f\u614b\u5c64\u300d\u70ba\u60a8\u6253\u9020\u6700\u4f73\u7684 AI \u958b\u767c\u9ad4\u9a57\uff01\u6b64\u5c64\u8457\u91cd\u65bc\u63d0\u4f9b\u958b\u767c\u8005\u9ad8\u6548\u7387\u3001\u76f4\u89c0\u4e14\u6613\u65bc\u4f7f\u7528\u7684\u74b0\u5883\uff0c\u52a0\u901f AI \u5c08\u6848\u5f9e\u6982\u5ff5\u5230\u5be6\u8e10\u7684\u904e\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u4eae\u9ede\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9ad8\u6548\u76f4\u89c0\u7684\u958b\u767c\u74b0\u5883\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI-Stack \u57fa\u65bc Kubernetes \u548c Docker \u7b49\u5bb9\u5668\u5316\u6280\u8853\uff0c\u63d0\u4f9b\u4fbf\u6377\u7684\u958b\u767c\u9ad4\u9a57\uff0c\u50c5\u9700\u7c21\u55ae\u7684\u64cd\u4f5c\uff0c\u5373\u53ef\u5728\u4e00\u5206\u9418\u5167\u5feb\u901f\u5efa\u7acb AI \u74b0\u5883\uff0c\u5927\u5e45\u7bc0\u7701\u90e8\u7f72\u6240\u9700\u7684\u6642\u9593\uff0c\u8b93\u60a8\u7acb\u5373\u6295\u5165\u958b\u767c\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u9ad8\u64f4\u5c55\u6027\u7684AI\u958b\u767c\u5e73\u53f0\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI-Stack \u6574\u5408 TensorFlow\u3001PyTorch\u3001LLaMA\u3001Falcon \u7b49\u4e3b\u6d41 AI \u6846\u67b6\uff0c\u63d0\u4f9b\u5168\u9762\u4e14\u5b8c\u6574\u7684\u6a5f\u5668\u5b78\u7fd2\u89e3\u6c7a\u65b9\u6848\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52d5\u5316\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI-Stack \u900f\u904e\u81ea\u52d5\u5316\u8a13\u7df4\u6392\u7a0b\u6a5f\u5236\uff0c\u63d0\u5347\u60a8\u7684\u958b\u767c\u6548\u7387\uff0c\u5927\u5e45\u7c21\u5316\u6a21\u578b\u8a13\u7df4\u548c\u90e8\u7f72\u6210\u672c\uff0c\u5f97\u4ee5\u66f4\u59a5\u5584\u7684\u904b\u7528\u8cc7\u6e90\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"1024\" data-attachment-id=\"9258\" data-permalink=\"https:\/\/ai-stack.ai\/zh-hant\/ai-stack-architecture\/ai-stack_architecture_t1-2\" data-orig-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T1-1.png?fit=4167%2C4167&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" data-orig-size=\"4167,4167\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"AI-Stack_architecture_T1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T1-1.png?fit=300%2C300&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T1-1.png?fit=1024%2C1024&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T1-1.png?resize=1024%2C1024&#038;quality=100&#038;ct=202603031250&#038;ssl=1\" alt=\"\" class=\"wp-image-9258\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u6578\u4f4d\u767c\u5c55\u90e8\u5ba3\u5e03\u7684\u300c<a href=\"https:\/\/ai-stack.ai\/zh-hant\/moda-infinitix-data-center\" data-type=\"link\" data-id=\"https:\/\/ai-stack.ai\/zh-hant\/moda-infinitix-data-center\">\u6578\u4f4d\u7522\u696d\u8de8\u57df\u8edf\u9ad4\u57fa\u76e4\u8a08\u6578\u4f4d\u670d\u52d9\u8e8d\u5347\u8a08\u756b<\/a>\u300d\uff0c\u5176\u6838\u5fc3\u7b97\u529b\u8cc7\u6e90\u7ba1\u7406\u5373\u7531\u6578\u4f4d\u7121\u9650\u627f\u652c\u3002AI-Stack \u5e73\u53f0\u5feb\u901f\u90e8\u7f72\uff0c\u80fd\u8f15\u9b06\u5efa\u7acbKubernetes\u74b0\u5883\uff0c\u958b\u767c\u8005\u53ef\u9060\u7aef\u63a7\u5236\u7b97\u529b\u8cc7\u6e90\u4e26\u6301\u7e8c\u9032\u884c AI \u6a21\u578b\u958b\u767c\uff0c\u5b8c\u7f8e\u8cbc\u5408\u8a72\u8a08\u756b\u53ca\u65b0\u5275\u4f01\u696d\u7684\u9700\u6c42\uff0c\u6210\u70ba\u63a8\u52d5\u53f0\u7063 AI \u767c\u5c55\u7684\u91cd\u8981\u529b\u91cf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e8c\u5c64\uff1a\u63a7\u5236\u5c64\uff08Control Plane\uff09- \u638c\u63a7AI\u904b\u7b97\u7684\u6a1e\u7d10<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack \u7684\u300c\u63a7\u5236\u5c64\u300d\u63d0\u4f9b AI \u904b\u7b97\u8cc7\u6e90\u7ba1\u7406\uff0c\u900f\u904e\u7cbe\u6e96\u8abf\u914d\u8207\u512a\u5316\uff0c\u6700\u5927\u5316\u904b\u7b97\u8cc7\u6e90\u6548\u76ca\uff0c\u52a0\u901f AI \u61c9\u7528\u958b\u767c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u529f\u80fd\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u96c6\u4e2d\u7684\u7ba1\u7406\u548c\u76e3\u63a7\u5e73\u53f0\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI-Stack \u5c07\u6240\u6709\u8a08\u7b97\u8cc7\u6e90\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\u6574\u5408\u65bc\u55ae\u4e00\u5e73\u53f0\u63a7\u5236\uff0c\u5927\u5e45\u7c21\u5316\u7ba1\u7406\u8907\u96dc\u5ea6\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b\u76f4\u89c0\u7684\u8996\u89ba\u5316\u63a7\u5236\u4ecb\u9762\uff0c\u5373\u4f7f\u662f\u65b0\u624b\u4e5f\u80fd\u5feb\u901f\u4e0a\u624b\uff0c\u964d\u4f4e\u5b78\u7fd2\u9580\u6abb\u3002<\/li>\n\n\n\n<li>\u652f\u63f4\u591a\u4f7f\u7528\u8005\u548c\u591a\u5718\u968a\u540c\u6642\u4f7f\u7528\uff0c\u4e26\u900f\u904e\u4ee5\u89d2\u8272\u70ba\u57fa\u790e\u7684\u5b58\u53d6\u63a7\u5236 (RBAC) \u78ba\u4fdd\u8cc7\u6599\u548c\u8cc7\u6e90\u7684\u5b89\u5168\u6027\uff0c\u4fdd\u969c\u4f01\u696d\u8cc7\u8a0a\u5b89\u5168\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6975\u5927\u5316 GPU \u5229\u7528\u7387\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI-Stack \u63d0\u4f9b\u591a\u7a2e\u52d5\u614b\u8abf\u5ea6\u7b56\u7565\uff0c\u53ef\u914d\u5408\u4e0d\u540c\u8cc7\u6e90\u9700\u6c42\u9032\u884c\u8abf\u6574\uff0c\u900f\u904e\u4e00\u9375\u8abf\u5ea6 GPU \u8cc7\u6e90\u7684\u529f\u80fd\uff0c\u8b93\u60a8\u9748\u6d3b\u81ea\u52d5\u6392\u7a0b\u548c\u57f7\u884c\u5de5\u4f5c\u8ca0\u8f09\uff0c\u63d0\u5347\u8cc7\u6e90\u4f7f\u7528\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u91cf\u8eab\u6253\u9020\u7684 AI \u904b\u7b97\u74b0\u5883\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u900f\u904e\u5efa\u7acb\u81ea\u5b9a\u7fa9\u93e1\u50cf\uff0c\u4f7f\u7528\u8005\u53ef\u7cbe\u6e96\u6253\u9020\u7b26\u5408\u5de5\u4f5c\u9700\u6c42\u7684\u958b\u767c\u74b0\u5883\uff0c\u78ba\u4fdd\u4f7f\u7528\u4e00\u81f4\u7684\u8edf\u9ad4\u548c\u8a2d\u5b9a\uff0c\u5927\u5e45\u63d0\u5347\u4f9b\u516c\u4f5c\u6548\u7387\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u8005\u53ef\u6279\u6b21\u5efa\u7acb\u548c\u7ba1\u7406\u591a\u500b\u4efb\u52d9\uff0c\u7c21\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"1024\" height=\"1024\" data-attachment-id=\"9261\" data-permalink=\"https:\/\/ai-stack.ai\/zh-hant\/ai-stack-architecture\/ai-stack_architecture_t2-2\" data-orig-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T2-1.png?fit=4168%2C4167&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" data-orig-size=\"4168,4167\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"AI-Stack_architecture_T2\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T2-1.png?fit=300%2C300&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T2-1.png?fit=1024%2C1024&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T2-1.png?resize=1024%2C1024&#038;quality=100&#038;ct=202603031250&#038;ssl=1\" alt=\"\" class=\"wp-image-9261\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack \u5728\u91ab\u7642\u7b49\u9ad8\u8981\u6c42\u7684\u61c9\u7528\u5834\u666f\u4e2d\u5c55\u73fe\u4e86\u5353\u8d8a\u6548\u80fd\u3002<a href=\"https:\/\/ai-stack.ai\/zh-hant\/infinitix-tzu-chi-hospital-collaboration\" data-type=\"link\" data-id=\"https:\/\/ai-stack.ai\/zh-hant\/infinitix-tzu-chi-hospital-collaboration\">\u82b1\u84ee\u6148\u6fdf\u91ab\u9662\u5c0e\u5165 AI-Stack<\/a>\uff0c\u7528\u65bc\u63a8\u52d5 AI \u8f14\u52a9\u91ab\u7642\u8a3a\u65b7\u548c\u7814\u7a76\uff0c\u5305\u542b\u5fc3\u81df\u5167\u79d1\u3001\u8178\u80c3\u5167\u79d1\u3001\u5f71\u50cf\u91ab\u5b78\u90e8\u53ca\u80f8\u8154\u5167\u79d1\u7b49\u591a\u79d1\u5225\u7684\u61c9\u7528\u3002AI-Stack \u6709\u6548\u89e3\u6c7a\u4e86\u6148\u6fdf\u91ab\u9662\u4ee5\u5f80\u5728 GPU \u8cc7\u6e90\u5206\u914d\u548c\u4f7f\u7528\u6548\u7387\u65b9\u9762\u7684\u6311\u6230\uff0c\u900f\u904e\u96c6\u4e2d\u7ba1\u7406\u3001\u5f48\u6027\u8abf\u5ea6\u548c\u8cc7\u6e90\u512a\u5316\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u7814\u7a76\u548c\u81e8\u5e8a\u61c9\u7528\u7684\u6548\u7387\uff0c\u4e26\u4fc3\u9032\u4e86\u8de8\u9818\u57df\u5408\u4f5c\u3002\u9019\u5145\u5206\u5c55\u73fe\u4e86 AI-Stack \u5728\u8cc7\u6e90\u7ba1\u7406\u548c\u4f7f\u7528\u8005\u9ad4\u9a57\u65b9\u9762\u7684\u512a\u52e2\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7b2c\u4e09\u5c64\uff1a\u5be6\u9ad4\u53e2\u96c6\u5c64\uff08Infrastructure Cluster\uff09- \u5f37\u5927\u7684AI\u7b97\u529b\u57fa\u77f3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack \u7684\u300c\u5be6\u9ad4\u53e2\u96c6\u5c64\u300d\u70ba AI \u57fa\u790e\u8a2d\u65bd\u7684\u5805\u5be6\u57fa\u790e\u3002\u900f\u904e\u7368\u5bb6\u7684\u6676\u7247\u53ca\u5132\u5b58\u88dd\u7f6e\u7ba1\u7406\u6280\u8853\uff0c\u6211\u5011\u80fd\u66f4\u6709\u6548\u5730\u6316\u6398\u786c\u9ad4\u6f5b\u529b\uff0c\u52a0\u901f AI \u767c\u5c55\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6838\u5fc3\u512a\u52e2\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5168\u65b9\u4f4d\u512a\u5316\u786c\u9ad4\u8cc7\u6e90\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI-Stack \u7368\u7279\u7684 GPU \u5206\u5272\u6280\u8853\u3001\u805a\u5408\u6280\u8853\u548c\u8de8\u7bc0\u9ede\u904b\u7b97\uff0c\u652f\u63f4 <a href=\"https:\/\/www.nvidia.com\/\" data-type=\"link\" data-id=\"https:\/\/www.nvidia.com\/\" target=\"_blank\" rel=\"noopener\">NVIDIA<\/a> \u4ee5\u53ca <a href=\"http:\/\/amd.com\" data-type=\"link\" data-id=\"amd.com\" target=\"_blank\" rel=\"noopener\">AMD<\/a> \u5404\u7cfb\u5217 GPU \uff0c\u63d0\u4f9b\u5f48\u6027\u7684\u786c\u9ad4\u9078\u64c7\u3002\u5f97\u4ee5\u66f4\u9748\u6d3b\u5730\u8abf\u7528 GPU \u8cc7\u6e90\uff0c\u4e26\u964d\u4f4e\u904b\u884c\u6210\u672c\u3002<\/li>\n\n\n\n<li>\u5167\u5efa AI \u5de5\u4f5c\u8ca0\u8f09\u6392\u7a0b\u5668\uff0c\u652f\u63f4\u5bb9\u5668\u5316\u7de8\u6392\uff0c\u53ef\u6839\u64da\u5be6\u969b\u5de5\u4f5c\u8ca0\u8f09\uff0c\u5feb\u901f\u5efa\u7acb\u6240\u9700\u7684\u5bb9\u5668\uff0c\u63d0\u5347\u90e8\u7f72\u6548\u7387\uff0c\u4e26\u78ba\u4fdd\u6bcf\u500b\u4efb\u52d9\u90fd\u80fd\u7372\u5f97\u6240\u9700\u7684\u7b97\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7a69\u5b9a\u53ef\u9760\u6027\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>AI-Stack \u5177\u5099\u5feb\u901f\u932f\u8aa4\u56de\u5831\u6a5f\u5236\uff0c\u6709\u52a9\u4f7f\u7528\u8005\u5373\u6642\u8996\u5bdf\u6293\u932f\uff0c\u5f9e\u5bb9\u61c9\u5c0d\u7a81\u767c\u72c0\u6cc1\uff0c\u964d\u4f4e\u7cfb\u7d71\u98a8\u96aa\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b\u5f48\u6027\u64f4\u5c55\u80fd\u529b\uff0c\u53ef\u8f15\u9b06\u61c9\u5c0d\u4e0d\u65b7\u8b8a\u5316\u6216\u9ad8\u5cf0\u671f\u7684\u904b\u7b97\u6578\u64da\u91cf\u9700\u6c42\uff0c\u7dad\u6301\u7cfb\u7d71\u7a69\u5b9a\u904b\u884c\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u9ad8\u6548\u5132\u5b58\u7cfb\u7d71\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4 BeeGFS\u3001Ceph\u3001Lustre\u3001NFS\u3001CIFS \u7b49\u591a\u7a2e\u9ad8\u6548\u80fd\u5132\u5b58\u7cfb\u7d71\uff0c\u6eff\u8db3\u4e0d\u540c\u61c9\u7528\u5c0d\u65bc\u5132\u5b58\u6548\u80fd\u548c\u5bb9\u91cf\u7684\u9700\u6c42\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"1024\" height=\"1024\" data-attachment-id=\"9264\" data-permalink=\"https:\/\/ai-stack.ai\/zh-hant\/ai-stack-architecture\/ai-stack_architecture_t3\" data-orig-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T3.png?fit=4168%2C4167&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" data-orig-size=\"4168,4167\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"AI-Stack_architecture_T3\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T3.png?fit=300%2C300&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T3.png?fit=1024%2C1024&amp;quality=100&amp;ct=202603031250&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/AI-Stack_architecture_T3.png?resize=1024%2C1024&#038;quality=100&#038;ct=202603031250&#038;ssl=1\" alt=\"\" class=\"wp-image-9264\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI-Stack \u4e0d\u50c5\u5728\u4f01\u696d\u754c\u5ee3\u53d7\u597d\u8a55\uff0c\u66f4\u5728\u5b78\u8853\u7814\u7a76\u9818\u57df\u626e\u6f14\u91cd\u8981\u89d2\u8272\u3002<a href=\"https:\/\/ai-stack.ai\/zh-hant\/infinitix-ntut-collaboration\" data-type=\"link\" data-id=\"https:\/\/ai-stack.ai\/zh-hant\/infinitix-ntut-collaboration\">\u570b\u7acb\u81fa\u5317\u79d1\u6280\u5927\u5b78\u5c0e\u5165 AI-Stack \u5e73\u53f0<\/a>\u5f8c\uff0c\u6709\u6548\u5730\u89e3\u6c7a\u4e86\u4ee5\u5f80 GPU \u8cc7\u6e90\u5206\u914d\u4e0d\u5747\u3001\u6392\u968a\u6642\u9593\u904e\u9577\u7b49\u554f\u984c\uff0c\u5927\u5e45\u63d0\u5347\u4e86\u7814\u7a76\u6548\u7387\u3002\u900f\u904e AI-Stack \u7684\u96c6\u4e2d\u7ba1\u7406\u4ecb\u9762\uff0c\u5317\u79d1\u5927\u80fd\u5920\u66f4\u6709\u6548\u5730\u5206\u5272\u4e26\u5206\u914d GPU \u8cc7\u6e90\u7d66\u4e0d\u540c\u7684\u7814\u7a76\u5718\u968a\u548c\u5b78\u751f\uff0c\u78ba\u4fdd\u8cc7\u6e90\u7684\u516c\u5e73\u4f7f\u7528\uff0c\u4e26\u6700\u5927\u5316\u8cc7\u6e90\u5229\u7528\u7387\u3002\u9019\u5145\u5206\u5c55\u73fe\u4e86 AI-Stack \u5728\u8cc7\u6e90\u5206\u914d\u7ba1\u7406\u3001\u5b8c\u5584\u4f7f\u7528\u8005\u9ad4\u9a57\uff0c\u4ee5\u53ca\u4fc3\u9032\u5b78\u8853\u7814\u7a76\u65b9\u9762\u7684\u512a\u52e2\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u8a9e<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u50b3\u7d71\u7684 AI \u958b\u767c\u548c\u90e8\u7f72\u6d41\u7a0b\u5f80\u5f80\u5145\u6eff\u6311\u6230\uff0c\u4f8b\u5982\uff1a\u74b0\u5883\u5efa\u7f6e\u8907\u96dc\u3001\u7b97\u529b\u8cc7\u6e90\u5206\u914d\u4e0d\u5747\u3001\u5718\u968a\u5354\u4f5c\u56f0\u96e3\u7b49\u3002AI-Stack \u6b63\u662f\u70ba\u4e86\u89e3\u6c7a\u9019\u4e9b\u75db\u9ede\u800c\u751f\uff0c\u63d0\u4f9b\u4e86\u4e00\u500b\u5168\u9762\u6027\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u4e0d\u50c5\u63d0\u4f9b\u958b\u767c\u74b0\u5883\uff0c\u66f4\u6db5\u84cb\u4e86\u8cc7\u6e90\u7ba1\u7406\u548c AI \u57fa\u790e\u8a2d\u65bd\u5efa\u8a2d\uff0cAI-Stack \u5c07\u6240\u6709\u7684\u5143\u7d20\u6574\u5408\u5728\u4e00\u500b\u5e73\u53f0\u4e0a\uff0c\u8b93\u4f01\u696d\u80fd\u66f4\u5c08\u6ce8\u65bc AI \u61c9\u7528\u7684\u5275\u65b0\u548c\u767c\u5c55\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7121\u8ad6\u60a8\u662f\u6b63\u5728\u5c0b\u627e\u4e00\u500b\u6613\u65bc\u4e0a\u624b\u7684 AI \u958b\u767c\u5e73\u53f0\uff0c\u9084\u662f\u9700\u8981\u4e00\u500b\u5f37\u5927\u7684\u57fa\u790e\u8a2d\u65bd\u4f86\u652f\u6301\u5927\u898f\u6a21\u7684 AI \u904b\u7b97\uff0cAI-Stack \u90fd\u80fd\u6eff\u8db3\u60a8\u7684\u9700\u6c42\u3002\u6211\u5011\u76f8\u4fe1\uff0c\u900f\u904e AI-Stack\uff0c\u4f01\u696d\u53ef\u4ee5\u66f4\u6709\u6548\u5730\u5229\u7528 AI \u6280\u8853\uff0c\u63a8\u52d5\u696d\u52d9\u6210\u9577\u548c\u5275\u65b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u8aa0\u646f\u5730\u9080\u8acb\u60a8\u9ad4\u9a57 AI-Stack \u7684\u529f\u80fd\u3002\u7acb\u5373\u806f\u7e6b\u6211\u5011\uff0c\u89aa\u8eab\u611f\u53d7 AI-Stack \u5982\u4f55\u7c21\u5316\u60a8\u7684 AI \u5de5\u4f5c\u6d41\u7a0b\uff0c\u4e26\u91cb\u653e AI \u7684\u7121\u9650\u6f5b\u529b\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI-Stack \u662f\u4e00\u500b\u5c08\u70ba\u4f01\u696d\u7d1a AI \u61c9\u7528\u6253\u9020\u7684\u5b8c\u6574\u5e73\u53f0\uff0c\u63d0\u4f9b\u9ad8\u6548\u958b\u767c\u74b0\u5883\u3001\u7cbe\u78ba\u7684\u8cc7\u6e90\u7ba1\u7406\uff0c\u4ee5\u53ca\u7a69\u5b9a\u7684\u57fa\u790e\u8a2d\u65bd\u3002\u672c\u6587\u5c07\u6df1\u5165\u5256\u6790 AI-Stack\u67b6\u69cb\uff0c\u5e36\u9818\u60a8\u5168\u9762\u4e86\u89e3\u5176\u6838\u5fc3\u529f\u80fd\u548c\u512a\u52e2\u3002<\/p>\n","protected":false},"author":253372381,"featured_media":9247,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96987582,96987561],"tags":[96987631,96987775,96987798],"class_list":["post-9217","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-technical-support","tag-ai-stack","tag-gpu","tag-ai"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/02\/A-Comprehensive-Analysis-of-the-AI-Stack_tw.png?fit=8001%2C4501&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-2oF","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/9217","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372381"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=9217"}],"version-history":[{"count":0,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/9217\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/9247"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=9217"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=9217"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=9217"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}