{"id":1322,"date":"2026-10-23T16:57:41","date_gmt":"2026-10-23T08:57:41","guid":{"rendered":"https:\/\/www.zheliantech.com\/index.php\/topics\/gpu-reuse-ai-deployment\/"},"modified":"2026-10-24T14:58:12","modified_gmt":"2026-10-24T06:58:12","slug":"gpu-reuse-ai-deployment","status":"publish","type":"page","link":"https:\/\/www.zheliantech.com\/topics\/gpu-reuse-ai-deployment\/","title":{"rendered":"\u663e\u5361\u5229\u65e7\u3001Ubuntu \u9a71\u52a8\u4e0e\u4f01\u4e1a AI \u6a21\u578b\u90e8\u7f72\u670d\u52a1"},"content":{"rendered":"<h2>\u54ea\u4e9b\u9700\u6c42\u9002\u5408\u5148\u54a8\u8be2<\/h2>\n<ul>\n<li>\u65e7\u663e\u5361\u5229\u65e7\uff1a\u6309\u51c6\u786e GPU \u578b\u53f7\u3001\u663e\u5b58\u3001\u5361\u578b\u4e0e\u4e3b\u673a\u914d\u7f6e\u5224\u65ad\u7528\u9014\uff0c\u533a\u5206\u663e\u5b58\u4e0d\u8db3\u3001\u8ba1\u7b97\u80fd\u529b\u548c\u9a71\u52a8\u652f\u6301\u95ee\u9898\u3002<\/li>\n<li>Ubuntu \u57fa\u7840\u73af\u5883\uff1a\u6838\u5bf9\u7cfb\u7edf\u7248\u672c\u3001\u5185\u6838\u3001\u9a71\u52a8\u5206\u652f\u3001CUDA \u4e0e\u6846\u67b6\u4f9d\u8d56\uff1b\u4e3a\u53d8\u66f4\u4fdd\u7559\u53ef\u56de\u9000\u914d\u7f6e\u3002<\/li>\n<li>AI \u5e94\u7528\u6539\u9020\uff1a\u68b3\u7406\u672c\u5730\u6a21\u578b\u63a8\u7406\u3001\u77e5\u8bc6\u5e93\u95ee\u7b54\u6216\u5176\u4ed6\u4e1a\u52a1\u6d41\u7a0b\uff0c\u6838\u5bf9\u6a21\u578b\u8bb8\u53ef\u3001\u6570\u636e\u8303\u56f4\u3001\u63a5\u53e3\u3001\u5e76\u53d1\u548c\u9a8c\u6536\u4efb\u52a1\u3002<\/li>\n<li>\u4ece\u9a8c\u8bc1\u5230\u90e8\u7f72\uff1a\u5728\u5b9e\u9645\u8f93\u5165\u4e0e\u5e76\u53d1\u6761\u4ef6\u4e0b\u6d4b\u91cf\u54cd\u5e94\u3001\u8d44\u6e90\u4f7f\u7528\u548c\u7a33\u5b9a\u6027\uff0c\u518d\u786e\u5b9a\u786c\u4ef6\u548c\u8fd0\u7ef4\u65b9\u6848\u3002<\/li>\n<\/ul>\n<h2>\u5b9e\u65bd\u524d\u5148\u786e\u8ba4\u8fd9\u4e9b\u4fe1\u606f<\/h2>\n<ul>\n<li>GPU \u51c6\u786e\u578b\u53f7\u4e0e\u663e\u5b58\u3001\u670d\u52a1\u5668\u6216\u5de5\u4f5c\u7ad9\u914d\u7f6e<\/li>\n<li>\u6a21\u578b\u540d\u79f0\u3001\u63a8\u7406\/\u8bad\u7ec3\u76ee\u6807\u3001\u6570\u636e\u89c4\u6a21\u4e0e\u5e76\u53d1\u8981\u6c42<\/li>\n<li>\u73b0\u6709\u7cfb\u7edf\u3001\u9a71\u52a8\u62a5\u9519\u3001\u9884\u7b97\u53ca\u5141\u8bb8\u7684\u6570\u636e\u5904\u7406\u8303\u56f4<\/li>\n<\/ul>\n<h2>\u4ea4\u4ed8\u65f6\u6838\u5bf9\u4ec0\u4e48<\/h2>\n<p>\u5148\u7528\u4ee3\u8868\u6027\u6a21\u578b\u9a8c\u8bc1\u73b0\u6709\u786c\u4ef6\uff0c\u518d\u51b3\u5b9a\u5229\u65e7\u3001\u8865\u5361\u6216\u91c7\u8d2d\u6574\u673a\u3002\u5148\u786e\u8ba4\u9879\u76ee\u8303\u56f4\u3001\u5b9e\u65bd\u7a97\u53e3\u3001\u8d39\u7528\u548c\u9a8c\u6536\u6761\u4ef6\uff0c\u518d\u5b89\u6392\u91c7\u8d2d\u6216\u64cd\u4f5c\uff1b\u5177\u4f53\u7248\u672c\u3001\u517c\u5bb9\u6027\u548c\u652f\u6301\u6743\u76ca\u9010\u9879\u6838\u5bf9\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<details>\n<summary>AI \u90fd\u5fc5\u987b\u7528 Ubuntu \u5417\uff1f<\/summary>\n<p>Ubuntu \u53ef\u4f5c\u4e3a\u5e38\u89c1\u7684\u4f18\u5148\u8bc4\u4f30\u73af\u5883\uff0c\u5b9e\u9645\u4ecd\u9700\u6838\u5bf9 GPU\u3001\u9a71\u52a8\u3001\u6846\u67b6\u548c\u5e94\u7528\u5382\u5546\u652f\u6301\uff1b\u4e0d\u9884\u8bbe\u6240\u6709\u786c\u4ef6\u548c\u6a21\u578b\u90fd\u517c\u5bb9\u3002<\/p>\n<\/details>\n<details>\n<summary>\u663e\u5361\u591a\u4e86\uff0c\u663e\u5b58\u5c31\u80fd\u76f4\u63a5\u76f8\u52a0\u5417\uff1f<\/summary>\n<p>\u591a\u5361\u80fd\u5426\u5171\u540c\u627f\u8f7d\u6a21\u578b\u53d6\u51b3\u4e8e\u6846\u67b6\u3001\u6a21\u578b\u5212\u5206\u3001\u4e92\u8054\u548c\u8f6f\u4ef6\u914d\u7f6e\uff0c\u4e0d\u80fd\u628a\u6807\u79f0\u663e\u5b58\u7b80\u5355\u76f8\u52a0\u5f53\u4f5c\u53ef\u7528\u5355\u5361\u663e\u5b58\u3002<\/p>\n<\/details>\n<h2>\u76f8\u5173\u4ea7\u54c1\u3001\u65b9\u6848\u4e0e\u5b9e\u9645\u6848\u4f8b<\/h2>\n<p><a href=\"https:\/\/www.zheliantech.com\/solutions\/gpu-server\/\">GPU \u6574\u673a\u4e0e\u57fa\u7840\u90e8\u7f72<\/a> \u00b7 <a href=\"https:\/\/www.zheliantech.com\/topics\/rtx-5090-ai-server\/\">RTX 5090 \u4e0e\u516b\u5361\u65b9\u6848<\/a> \u00b7 <a href=\"https:\/\/www.zheliantech.com\/index.php\/cases\/rtx-5090-32gb-eight-gpu-server-hangzhou\/\">\u5b9e\u9645 AI \u4ea4\u4ed8\u6848\u4f8b<\/a><\/p>\n<h2>\u4ea7\u54c1\u4e0e\u6280\u672f\u6838\u5bf9\u8d44\u6599<\/h2>\n<p><a href=\"https:\/\/docs.nvidia.com\/datacenter\/tesla\/driver-installation-guide\/latest\/index.html\" target=\"_blank\" rel=\"noopener noreferrer\">NVIDIA \u9a71\u52a8\u5b89\u88c5\u6587\u6863<\/a> \u00b7 <a href=\"https:\/\/ubuntu.com\/ai\" target=\"_blank\" rel=\"noopener noreferrer\">Ubuntu AI \u5e73\u53f0<\/a><\/p>\n<div class=\"topic-next-step\">\n<h2>\u628a\u8bbe\u5907\u4e0e\u9700\u6c42\u53d1\u7ed9\u6211\u4eec\uff0c\u786e\u8ba4\u53ef\u5b9e\u65bd\u65b9\u6848<\/h2>\n<p>\u521d\u6b21\u6c9f\u901a\u8bf4\u660e\u578b\u53f7\u3001\u7248\u672c\u3001\u6570\u91cf\u3001\u6240\u5728\u57ce\u5e02\u4e0e\u76ee\u6807\u5373\u53ef\uff1b\u4e0d\u8981\u63d0\u4ea4\u5bc6\u7801\u3001\u5b8c\u6574\u6388\u6743\u5bc6\u94a5\u6216\u654f\u611f\u4e1a\u52a1\u6570\u636e\u3002<\/p>\n<p><a class=\"btn\" href=\"#inquiry\">\u63d0\u4ea4\u663e\u5361\u5229\u65e7\u4e0e AI \u90e8\u7f72\u9700\u6c42 \u2197<\/a> <a href=\"tel:18667005867\">\u7535\u8bdd\u54a8\u8be2 186 6700 5867<\/a><\/p>\n<\/div>\n<p><!-- laptop-cases-20261024 --><\/p>\n<section class=\"case-service-link\">\n<h2>\u76f8\u5173\u5b9e\u65bd\u4e0e\u7ef4\u4fee\u6848\u4f8b<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.zheliantech.com\/index.php\/cases\/rtx5090-32gb-single-dual-gpu-research-server\/\">RTX 5090 32GB \u79d1\u7814\u670d\u52a1\u5668\uff1a\u5355\u5361\u4e0e\u53cc\u5361\u5854\u5f0fAI\u90e8\u7f72\u6848\u4f8b<\/a><\/li>\n<\/ul>\n<\/section>\n<p><!-- office-cases-20261024 --><\/p>\n<section class=\"case-service-link\">\n<h2>\u76f8\u5173\u9879\u76ee\u6848\u4f8b<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.zheliantech.com\/index.php\/cases\/deepseek-32b-ollama-ragflow-enterprise-knowledge-deployment\/\">DeepSeek 32B\uff0bOllama\uff0bRAGFlow\uff1a\u4f01\u4e1a\u5185\u90e8\u77e5\u8bc6\u5e93AI\u90e8\u7f72\u6848\u4f8b<\/a><\/li>\n<\/ul>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>\u54ea\u4e9b\u9700\u6c42\u9002\u5408\u5148\u54a8\u8be2 \u65e7\u663e\u5361\u5229\u65e7\uff1a\u6309\u51c6\u786e GPU \u578b\u53f7\u3001\u663e\u5b58\u3001\u5361\u578b\u4e0e\u4e3b\u673a\u914d\u7f6e\u5224\u65ad\u7528\u9014\uff0c\u533a\u5206\u663e\u5b58\u4e0d\u8db3\u3001\u8ba1\u7b97\u80fd\u529b\u548c\u9a71\u52a8\u652f\u6301\u95ee\u9898\u3002 Ubuntu \u57fa\u7840\u73af\u5883\uff1a\u6838\u5bf9\u7cfb\u7edf\u7248\u672c\u3001\u5185\u6838\u3001\u9a71\u52a8\u5206\u652f\u3001CUDA \u4e0e\u6846\u67b6\u4f9d\u8d56\uff1b\u4e3a\u53d8\u66f4\u4fdd\u7559\u53ef\u56de\u9000\u914d\u7f6e\u3002 AI \u5e94\u7528\u6539\u9020\uff1a\u68b3\u7406\u672c\u5730\u6a21\u578b\u63a8\u7406\u3001\u77e5\u8bc6\u5e93\u95ee\u7b54\u6216\u5176\u4ed6\u4e1a\u52a1\u6d41\u7a0b\uff0c\u6838\u5bf9\u6a21\u578b\u8bb8\u53ef\u3001\u6570\u636e\u8303\u56f4\u3001\u63a5\u53e3\u3001\u5e76\u53d1\u548c\u9a8c\u6536\u4efb\u52a1\u3002 \u4ece\u9a8c\u8bc1\u5230\u90e8\u7f72\uff1a\u5728\u5b9e\u9645\u8f93\u5165\u4e0e\u5e76\u53d1\u6761\u4ef6\u4e0b\u6d4b\u91cf\u54cd\u5e94\u3001\u8d44\u6e90\u4f7f\u7528\u548c\u7a33\u5b9a\u6027\uff0c\u518d\u786e\u5b9a\u786c\u4ef6\u548c\u8fd0\u7ef4\u65b9\u6848\u3002 \u5b9e\u65bd\u524d\u5148\u786e\u8ba4\u8fd9\u4e9b\u4fe1\u606f GPU \u51c6\u786e\u578b\u53f7\u4e0e\u663e\u5b58\u3001\u670d\u52a1\u5668\u6216\u5de5\u4f5c\u7ad9\u914d\u7f6e \u6a21\u578b\u540d\u79f0\u3001\u63a8\u7406\/\u8bad\u7ec3\u76ee\u6807\u3001\u6570\u636e\u89c4\u6a21\u4e0e\u5e76\u53d1\u8981\u6c42 \u73b0\u6709\u7cfb\u7edf\u3001\u9a71\u52a8\u62a5\u9519\u3001\u9884\u7b97\u53ca\u5141\u8bb8\u7684\u6570\u636e\u5904\u7406\u8303\u56f4 \u4ea4\u4ed8\u65f6\u6838\u5bf9\u4ec0\u4e48 \u5148\u7528\u4ee3\u8868\u6027\u6a21\u578b\u9a8c\u8bc1\u73b0\u6709\u786c\u4ef6\uff0c\u518d\u51b3\u5b9a\u5229\u65e7\u3001\u8865\u5361\u6216\u91c7\u8d2d\u6574\u673a\u3002\u5148\u786e\u8ba4\u9879\u76ee\u8303\u56f4\u3001\u5b9e\u65bd\u7a97\u53e3\u3001\u8d39\u7528\u548c\u9a8c\u6536\u6761\u4ef6\uff0c\u518d\u5b89\u6392\u91c7\u8d2d\u6216\u64cd\u4f5c\uff1b\u5177\u4f53\u7248\u672c\u3001\u517c\u5bb9\u6027\u548c\u652f\u6301\u6743\u76ca\u9010\u9879\u6838\u5bf9\u3002 \u5e38\u89c1\u95ee\u9898 AI \u90fd\u5fc5\u987b\u7528 Ubuntu \u5417\uff1f Ubuntu \u53ef\u4f5c\u4e3a\u5e38\u89c1\u7684\u4f18\u5148\u8bc4\u4f30\u73af\u5883\uff0c\u5b9e\u9645\u4ecd\u9700\u6838\u5bf9 GPU\u3001\u9a71\u52a8\u3001\u6846\u67b6\u548c\u5e94\u7528\u5382\u5546\u652f\u6301\uff1b\u4e0d\u9884\u8bbe\u6240\u6709\u786c\u4ef6\u548c\u6a21\u578b\u90fd\u517c\u5bb9\u3002 \u663e\u5361\u591a\u4e86\uff0c\u663e\u5b58\u5c31\u80fd\u76f4\u63a5\u76f8\u52a0\u5417\uff1f \u591a\u5361\u80fd\u5426\u5171\u540c\u627f\u8f7d\u6a21\u578b\u53d6\u51b3\u4e8e\u6846\u67b6\u3001\u6a21\u578b\u5212\u5206\u3001\u4e92\u8054\u548c\u8f6f\u4ef6\u914d\u7f6e\uff0c\u4e0d\u80fd\u628a\u6807\u79f0\u663e\u5b58\u7b80\u5355\u76f8\u52a0\u5f53\u4f5c\u53ef\u7528\u5355\u5361\u663e\u5b58\u3002 \u76f8\u5173\u4ea7\u54c1\u3001\u65b9\u6848\u4e0e\u5b9e\u9645\u6848\u4f8b GPU \u6574\u673a\u4e0e\u57fa\u7840\u90e8\u7f72 \u00b7 RTX 5090 \u4e0e\u516b\u5361\u65b9\u6848 \u00b7 \u5b9e\u9645 AI \u4ea4\u4ed8\u6848\u4f8b \u4ea7\u54c1\u4e0e\u6280\u672f\u6838\u5bf9\u8d44\u6599 NVIDIA \u9a71\u52a8\u5b89\u88c5\u6587\u6863 \u00b7 Ubuntu AI \u5e73\u53f0 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[&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"parent":1224,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1322","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/pages\/1322","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"replies":[{"embeddable":true,"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/comments?post=1322"}],"version-history":[{"count":2,"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/pages\/1322\/revisions"}],"predecessor-version":[{"id":1469,"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/pages\/1322\/revisions\/1469"}],"up":[{"embeddable":true,"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/pages\/1224"}],"wp:attachment":[{"href":"https:\/\/www.zheliantech.com\/index.php\/wp-json\/wp\/v2\/media?parent=1322"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}