{"id":8517,"date":"2024-12-26T16:39:23","date_gmt":"2024-12-26T08:39:23","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=8517"},"modified":"2025-02-05T09:46:11","modified_gmt":"2025-02-05T01:46:11","slug":"what-is-ai-infrastructure","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/what-is-ai-infrastructure","title":{"rendered":"\u5efa\u69cb AI \u7684\u57fa\u77f3\uff1aAI \u57fa\u790e\u8a2d\u65bd\u6982\u5ff5\u89e3\u6790"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5f9e\u81ea\u52d5\u99d5\u99db\u6c7d\u8eca\u5230\u6587\u5b57\u3001\u5f71\u50cf\u81ea\u52d5\u751f\u6210\uff0cAI\u6280\u8853\u6b63\u6ef2\u900f\u5230\u6211\u5011\u751f\u6d3b\u3002\u800c\u652f\u6490\u9019\u4e9bAI\u6280\u8853\u904b\u4f5c\u7684\uff0c\u5c31\u662fAI\u57fa\u790e\u8a2d\u65bd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u63a5\u53d7\u5916\u5a92\u300a\u9023\u7dda\u96dc\u8a8c\u300b\uff08Wired\uff09\u5c08\u8a2a\u6642\uff0c\u8f1d\u9054\uff08NVIDIA\uff09\u57f7\u884c\u9577\u9ec3\u4ec1\u52f3\u5f37\u8abf\uff0c\u300cAI \u5df2\u7d93\u6f14\u8b8a\u70ba\u4e00\u9805\u95dc\u9375\u7684\u57fa\u790e\u8a2d\u65bd\u300d\u3002\u6574\u5834\u8a2a\u8ac7\u4e2d\uff0c\u4ed6\u81f3\u5c11\u63d0\u5230 23 \u6b21\u300c\u57fa\u790e\u8a2d\u65bd\u300d\u9019\u500b\u8a5e\uff0c\u5145\u5206\u986f\u793a\u51fa AI \u57fa\u790e\u5efa\u8a2d\u5728\u73fe\u4ee3\u79d1\u6280\u4e2d\u7684\u91cd\u8981\u5730\u4f4d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u628aAI\u61c9\u7528\u6bd4\u55bb\u6210\u8dd1\u8eca\uff0c\u90a3\u9ebcAI\u57fa\u790e\u8a2d\u65bd\u5c31\u662f\u63d0\u4f9b\u8dd1\u8eca\u99b3\u9a01\u7684\u9ad8\u901f\u516c\u8def\u548c\u7dad\u4fee\u7ad9\u3002\u672c\u6587\u5c07\u5e36\u60a8\u4e86\u89e3AI\u57fa\u790e\u8a2d\u65bd\uff0c\u89e3\u6790\u5176\u95dc\u9375\u7d44\u6210\u90e8\u5206\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4ec0\u9ebc\u662fAI\u57fa\u790e\u8a2d\u65bd?&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u57fa\u790e\u8a2d\u65bd(AI Infrastructure) \u6216\u7a31\u70ba\u4eba\u5de5\u667a\u6167\u57fa\u790e\u8a2d\u65bd\uff0c\u4ea6\u53ef\u7a31\u70baAI Stack\uff0c\u662f\u6307\u652f\u6301\u4eba\u5de5\u667a\u6167(AI) \u61c9\u7528\u7a0b\u5f0f\u958b\u767c\u3001\u8a13\u7df4\u3001\u90e8\u7f72\u548c\u904b\u884c\u7684\u5e95\u5c64\u786c\u9ad4\u3001\u8edf\u9ad4\u548c\u7db2\u8def\u74b0\u5883\u7684\u7e3d\u7a31\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ba\u4e86\u6709\u6548\u8655\u7406AI\u61c9\u7528\u6240\u9700\u7684\u5927\u91cf\u6578\u64da\u548c\u8907\u96dc\u8a08\u7b97\uff0cAI\u57fa\u790e\u8a2d\u65bd\u5fc5\u9808\u5177\u5099\u9ad8\u6548\u80fd\u904b\u7b97 (HPC) \u7684\u80fd\u529b\u3002\u5b83\u63d0\u4f9b\u5fc5\u8981\u7684\u8cc7\u6e90\uff0c\u4f7fAI\u7cfb\u7d71\u80fd\u5920\u8655\u7406\u5927\u91cf\u7684\u6578\u64da\u3001\u57f7\u884c\u8907\u96dc\u7684\u8a08\u7b97\uff0c\u4e26\u6709\u6548\u5730\u9032\u884c\u6a21\u578b\u8a13\u7df4\u548c\u63a8\u7406\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u57fa\u790e\u8a2d\u65bd\u7684\u95dc\u9375\u7d44\u6210\u90e8\u5206&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u57fa\u790e\u8a2d\u65bd\u7684\u95dc\u9375\u7d44\u6210\u90e8\u5206\u662f\u69cb\u5efa\u3001\u8a13\u7df4\u3001\u90e8\u7f72\u548c\u7dad\u8b77AI \u61c9\u7528\u7a0b\u5f0f\u7684\u57fa\u790e\u3002\u5b83\u6db5\u84cb\u4e86\u786c\u9ad4\u3001\u8edf\u9ad4\u548c\u7db2\u8def\u8cc7\u6e90\uff0c\u9019\u4e9b\u8cc7\u6e90\u5354\u540c\u5de5\u4f5c\u4ee5\u8655\u7406\u5927\u91cf\u6578\u64da\u3001\u57f7\u884c\u8907\u96dc\u8a08\u7b97\u4e26\u652f\u63f4 AI \u6a21\u578b\u751f\u547d\u9031\u671f\u3002\u4ee5\u4e0b\u8a73\u7d30\u4ecb\u7d39 AI \u57fa\u790e\u8a2d\u65bd\u7684\u95dc\u9375\u7d44\u6210\u90e8\u5206\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u786c\u9ad4\u8cc7\u6e90\u6253\u9020AI\u6578\u64da\u4e2d\u5fc3<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u9ad8\u6027\u80fd\u8a08\u7b97\u55ae\u5143<\/strong>\uff1aGPU\uff08\u5716\u5f62\u8655\u7406\u5668\uff09\u3001TPU\uff08\u5f35\u91cf\u8655\u7406\u5668\uff09\u7b49\u5c08\u7528\u82af\u7247\uff0c\u70ba\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\u63d0\u4f9b\u5f37\u5927\u7684\u904b\u7b97\u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u5b58\u5132\u7cfb\u7d71<\/strong>\uff1a\u652f\u63f4\u5feb\u901f\u5b58\u53d6\u548c\u7ba1\u7406\u5927\u898f\u6a21\u6578\u64da\u7684\u9ad8\u6548\u5b58\u5132\u8a2d\u5099\uff0c\u4f8b\u5982 \u9ad8\u901f\u5132\u5b58(NVMe SSD)\u3001\u5206\u4f48\u5f0f\u5b58\u5132(Ceph\u3001HDFS)\u3002<\/li>\n\n\n\n<li><strong>\u7db2\u7d61\u57fa\u790e\u8a2d\u65bd\uff1a<\/strong>\u9ad8\u5e36\u5bec\u7db2\u7d61\/\u4f4e\u5ef6\u9072\u901a\u4fe1\u5354\u8b70\uff0c\u7528\u65bc\u8a13\u7df4\u5927\u6a21\u578b\u7684\u96c6\u7fa4\u9593\u5feb\u901f\u901a\u4fe1\uff0c\u4e26\u6e1b\u5c11\u8a08\u7b97\u7bc0\u9ede\u9593\u7684\u5ef6\u9072\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u8edf\u9ad4\u6846\u67b6\u8207\u5de5\u5177<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6a5f\u5668\u5b78\u7fd2\u6846\u67b6\uff1a<\/strong>\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6(TensorFlow\u3001PyTorch)\uff0c\u5206\u6563\u5f0f\u8a13\u7df4\u5de5\u5177(Horovod)\u3001MLOps\u5de5\u5177(Kubeflow\u3001MLflow)\uff0c\u7528\u65bc\u5efa\u69cb\u8a13\u7df4 AI \u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u8cc7\u6599\u7ba1\u7406\u5de5\u5177\uff1a<\/strong>\u9032\u884c\u8cc7\u6599\u7ba1\u7406\u8207\u8cc7\u6599\u6a19\u8a3b\uff0c\u5982Apache Spark\u3001Label Studio\u3002<\/li>\n\n\n\n<li><strong>\u5bb9\u5668\u5316\u8207\u7de8\u6392\uff1a<\/strong>\u5982 Docker\u3001Kubernetes\uff0c\u63d0\u5347 AI \u61c9\u7528\u7684\u90e8\u7f72\u6548\u7387\u548c\u9748\u6d3b\u6027\u3002<\/li>\n\n\n\n<li><strong>\u8cc7\u6e90\u7ba1\u7406\u8edf\u9ad4\uff1a<\/strong>\u5982 <a href=\"https:\/\/ai-stack.ai\/\">AI-Stack<\/a>\uff0c\u53ef\u6709\u6548\u7ba1\u7406 GPU \u8cc7\u6e90\uff0c\u63d0\u5347\u5229\u7528\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li><strong>\u6578\u64da\u7ba1\u7406<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6578\u64da\u7ba1\u9053<\/strong>\uff1a\u5be6\u73fe\u6578\u64da\u7684\u6536\u96c6\u3001\u8655\u7406\u3001\u5b58\u5132\u548c\u5206\u767c\u3002<\/li>\n\n\n\n<li><strong>\u6578\u64da\u6a19\u8a3b\u548c\u6e05\u6d17\u5de5\u5177<\/strong>\uff1a\u78ba\u4fdd\u6578\u64da\u8cea\u91cf\uff0c\u63d0\u5347\u6a21\u578b\u7684\u6e96\u78ba\u6027\u3002<\/li>\n\n\n\n<li><strong>\u6578\u64da\u5b89\u5168\u8207\u96b1\u79c1\u4fdd\u8b77<\/strong>\uff1a\u78ba\u4fdd AI \u61c9\u7528\u7b26\u5408\u6cd5\u898f\u8981\u6c42\uff0c\u5c24\u5176\u662f\u5728\u6d89\u53ca\u500b\u4eba\u4fe1\u606f\u7684\u9818\u57df\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><strong>\u96f2\u7aef\u8207\u6df7\u5408\u67b6\u69cb<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u96f2\u7aef AI \u5e73\u53f0<\/strong>\uff1a\u5982 AWS\u3001Azure\u3001Google Cloud\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u9748\u6d3b\u4e14\u6309\u9700\u64f4\u5c55\u7684 AI \u8a13\u7df4\u8207\u63a8\u8ad6\u74b0\u5883\u3002<\/li>\n\n\n\n<li><strong>\u6df7\u5408\u96f2\u89e3\u6c7a\u65b9\u6848<\/strong>\uff1a\u5982<a href=\"https:\/\/www.infinitix.ai\/products\/cloudfusion\/\" target=\"_blank\" rel=\"noopener\">CloudFusion<\/a>\uff0c\u7d50\u5408\u5730\u7aef\u8207\u96f2\u7aef\u8cc7\u6e90\uff0c\u5e73\u8861\u6210\u672c\u8207\u6548\u80fd\u9700\u6c42\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li><strong>AI \u6a21\u578b\u7ba1\u7406\u8207\u512a\u5316<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>MLOps\uff08\u6a5f\u5668\u5b78\u7fd2\u904b\u71df\uff09<\/strong>\uff1a\u63d0\u4f9b\u6a21\u578b\u958b\u767c\u3001\u90e8\u7f72\u3001\u76e3\u63a7\u548c\u66f4\u65b0\u7684\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u3002<\/li>\n\n\n\n<li><strong>\u6a21\u578b\u58d3\u7e2e\u8207\u52a0\u901f\u5de5\u5177<\/strong>\uff1a\u78ba\u4fdd AI \u6a21\u578b\u80fd\u5728\u8cc7\u6e90\u53d7\u9650\u7684\u8a2d\u5099\u4e0a\u9ad8\u6548\u904b\u884c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">AI\u57fa\u790e\u8a2d\u65bd\u8207\u50b3\u7d71IT\u57fa\u790e\u8a2d\u65bd\u7684\u5dee\u5225<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u57fa\u790e\u8a2d\u65bd\u8207\u50b3\u7d71IT\u57fa\u790e\u8a2d\u65bd\u96d6\u7136\u90fd\u5c6c\u65bcIT\u7bc4\u7587\uff0c\u4f46\u7531\u65bc\u670d\u52d9\u7684\u5c0d\u8c61\u548c\u76ee\u6a19\u4e0d\u540c\uff0c\u5169\u8005\u5728\u8a2d\u8a08\u7406\u5ff5\u3001\u786c\u9ad4\u914d\u7f6e\u3001\u8edf\u9ad4\u74b0\u5883\u7b49\u65b9\u9762\u5b58\u5728\u986f\u8457\u5dee\u7570\u3002\u4ee5\u4e0b\u8a73\u7d30\u8aaa\u660e\u5169\u8005\u7684\u5340\u5225\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u76ee\u6a19\u8207\u61c9\u7528\u5834\u666f\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u57fa\u790e\u8a2d\u65bd\uff1a<\/strong> \u8457\u91cd\u65bc\u652f\u63f4AI\u61c9\u7528\uff08\u5982\u6a5f\u5668\u5b78\u7fd2\u3001\u6df1\u5ea6\u5b78\u7fd2\uff09\uff0c\u8655\u7406\u6578\u64da\u5bc6\u96c6\u548c\u8a08\u7b97\u5bc6\u96c6\u7684\u4efb\u52d9\uff08\u5982\u6a21\u578b\u8a13\u7df4\u3001\u63a8\u7406\uff09\uff0c\u56e0\u6b64\u5c0d\u6548\u80fd\u3001\u64f4\u5c55\u6027\u548c\u5f48\u6027\u8981\u6c42\u66f4\u9ad8\u3002<\/li>\n\n\n\n<li><strong>\u50b3\u7d71IT\u57fa\u790e\u8a2d\u65bd\uff1a<\/strong> \u8457\u91cd\u65bc\u652f\u63f4\u4f01\u696d\u65e5\u5e38\u71df\u904b\uff08\u5982\u96fb\u5b50\u90f5\u4ef6\u3001\u6a94\u6848\u5171\u4eab\uff09\uff0c\u8655\u7406\u4e8b\u52d9\u6027\u5de5\u4f5c\uff0c\u56e0\u6b64\u66f4\u5f37\u8abf\u7a69\u5b9a\u6027\u3001\u53ef\u9760\u6027\u548c\u5b89\u5168\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u786c\u9ad4\u914d\u7f6e\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI \u57fa\u790e\u8a2d\u65bd\uff1a <\/strong>\u9664\u4e86 CPU \u4e4b\u5916\uff0c\u66f4\u5927\u91cf\u4f7f\u7528 GPU\u3001TPU 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Docker\u3001Kubernetes) \u548c \u6a21\u578b\u7ba1\u7406\u5de5\u5177\u7b49\u5c08\u70ba AI \u958b\u767c\u548c\u90e8\u7f72\u8a2d\u8a08\u7684\u8edf\u9ad4\u3002<\/li>\n\n\n\n<li><strong>\u50b3\u7d71 IT \u57fa\u790e\u8a2d\u65bd\uff1a<\/strong> \u4e3b\u8981\u4f7f\u7528 \u4f5c\u696d\u7cfb\u7d71\u3001\u8cc7\u6599\u5eab\u7ba1\u7406\u7cfb\u7d71\u548c\u61c9\u7528\u7a0b\u5f0f\u4f3a\u670d\u5668 \u7b49\u901a\u7528\u8edf\u9ad4\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6578\u64da\u8655\u7406\uff1a<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>AI\u57fa\u790e\u8a2d\u65bd\uff1a<\/strong> \u9700\u8981\u8655\u7406\u5927\u91cf\u7684\u7d50\u69cb\u5316\u3001\u534a\u7d50\u69cb\u5316\u548c\u975e\u7d50\u69cb\u5316\u6578\u64da\uff0c\u4f8b\u5982\u5716\u50cf\u3001\u5f71\u7247\u3001\u6587\u5b57\u3001\u8a9e\u97f3\u7b49\u3002\u6578\u64da\u91cf\u9f90\u5927\uff0c\u4e14\u6578\u64da\u985e\u578b\u591a\u6a23\u3002<\/li>\n\n\n\n<li><strong>\u50b3\u7d71IT\u57fa\u790e\u8a2d\u65bd\uff1a<\/strong> 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class=\"wp-block-list\">\n<li><strong>AI\u57fa\u790e\u8a2d\u65bd\uff1a<\/strong> \u7ba1\u7406\u548c\u7dad\u8b77\u66f4\u70ba\u8907\u96dc\uff0c\u9700\u8981\u5c08\u696d\u7684AI\u5de5\u7a0b\u5e2b\u548c\u6578\u64da\u79d1\u5b78\u5bb6\u9032\u884c\u64cd\u4f5c\u548c\u7dad\u8b77\u3002<\/li>\n\n\n\n<li><strong>\u50b3\u7d71IT\u57fa\u790e\u8a2d\u65bd\uff1a<\/strong> \u7ba1\u7406\u548c\u7dad\u8b77\u76f8\u5c0d\u6210\u719f\uff0c\u6709\u5b8c\u5584\u7684\u5de5\u5177\u548c\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-table 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