{"id":2573,"date":"2025-07-27T07:09:15","date_gmt":"2025-07-26T23:09:15","guid":{"rendered":"https:\/\/www.ddosidc.com\/wp\/?p=2573"},"modified":"2025-07-27T07:09:15","modified_gmt":"2025-07-26T23:09:15","slug":"%e6%98%be%e5%8d%a1vps%e7%9a%84%e8%ae%be%e7%bd%ae%e4%b8%8e%e9%85%8d%e7%bd%ae%e5%ae%8c%e6%95%b4%e6%8c%87%e5%8d%9710%e4%b8%aa%e6%ad%a5%e9%aa%a4","status":"publish","type":"post","link":"https:\/\/www.ddosidc.com\/wp\/2573.html","title":{"rendered":"\u663e\u5361VPS\u7684\u8bbe\u7f6e\u4e0e\u914d\u7f6e\u5b8c\u6574\u6307\u535710\u4e2a\u6b65\u9aa4"},"content":{"rendered":"<p><p>\u5728\u5f53\u4eca\u56fe\u5f62\u5bc6\u96c6\u578b\u5e94\u7528\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u80cc\u666f\u4e0b\uff0c\u4f7f\u7528\u663e\u5361(VGPU)\u7684\u865a\u62df\u4e13\u7528\u670d\u52a1\u5668(VPS)\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u663e\u5361VPS\u53ef\u663e\u8457\u63d0\u9ad8\u8ba1\u7b97\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5728\u56fe\u50cf\u5904\u7406\u3001\u673a\u5668\u5b66\u4e60\u548c\u6e38\u620f\u670d\u52a1\u7b49\u9886\u57df\u3002\u672c\u6587\u5c06\u6307\u5bfc\u7528\u6237\u5982\u4f55\u8bbe\u7f6e\u4e00\u4e2a\u663e\u5361VPS\uff0c\u4ee5\u6ee1\u8db3\u8fd9\u4e9b\u9700\u6c42\u3002<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.ddosidc.com\/wp\/wp-content\/uploads\/2025\/05\/cYL90.jpg\" alt=\"\u663e\u5361VPS\u7684\u8bbe\u7f6e\u4e0e\u914d\u7f6e\u5b8c\u6574\u6307\u535710\u4e2a\u6b65\u9aa4\" title=\"\u663e\u5361VPS\u7684\u8bbe\u7f6e\u4e0e\u914d\u7f6e\u5b8c\u6574\u6307\u535710\u4e2a\u6b65\u9aa4\"><\/p>\n<\/p>\n<p><h2>\u64cd\u4f5c\u524d\u7684\u51c6\u5907<\/h2>\n<\/p>\n<p><p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u786e\u4fdd\u4f60\u5177\u5907\u4ee5\u4e0b\u6761\u4ef6\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u4e00\u53f0\u652f\u6301\u663e\u5361\u7684VPS\u63d0\u4f9b\u5546\uff08\u5982AWS\u3001Google Cloud\u3001Azure\u7b49\uff09<\/li>\n<li>\u5bf9Linux\u7cfb\u7edf\u6709\u57fa\u672c\u7684\u64cd\u4f5c\u4e86\u89e3<\/li>\n<li>\u5fc5\u8981\u7684\u6743\u9650\u4ee5\u8fdb\u884c\u8f6f\u4ef6\u5b89\u88c5\u548c\u914d\u7f6e<\/li>\n<\/ul>\n<p><h2>VPS\u7684\u9009\u62e9\u4e0e\u521b\u5efa<\/h2>\n<\/p>\n<p><p>\u9009\u62e9\u4e00\u4e2a\u5408\u9002\u7684VPS\u63d0\u4f9b\u5546\u5e76\u521b\u5efaVPS\u5b9e\u4f8b\u3002\u4ee5\u4e0b\u662f\u4ee5AWS\u4e3a\u4f8b\u7684\u57fa\u672c\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h3>\u6b65\u9aa4 1: \u6ce8\u518c\u548c\u767b\u5f55<\/h3>\n<\/p>\n<p><p>\u521b\u5efa\u4e00\u4e2aAWS\u8d26\u6237\u5e76\u767b\u5f55\u5230AWS\u7ba1\u7406\u63a7\u5236\u53f0\u3002<\/p>\n<\/p>\n<p><h3>\u6b65\u9aa4 2: \u521b\u5efa\u5b9e\u4f8b<\/h3>\n<\/p>\n<p><p>\u5728AWS\u63a7\u5236\u53f0\u4e2d\uff0c\u5bfc\u822a\u5230\u201cEC2\u201d\u670d\u52a1\u3002<\/p>\n<\/p>\n<ol>\n<li>\u70b9\u51fb\u201cLaunch Instance\u201d\u3002<\/li>\n<li>\u9009\u62e9\u201cDeep Learning AMI\u201d\u6216\u8005\u652f\u6301GPU\u7684\u81ea\u5b9a\u4e49AMI\u3002<\/li>\n<li>\u9009\u62e9\u5b9e\u4f8b\u7c7b\u578b\uff0c\u786e\u4fdd\u9009\u62e9\u652f\u6301GPU\u7684\u5b9e\u4f8b\u7c7b\u578b\uff08\u5982p3\u3001g4\u7cfb\u5217\uff09\u3002<\/li>\n<li>\u914d\u7f6e\u5b89\u5168\u7ec4\uff0c\u6dfb\u52a0\u5408\u9002\u7684\u7aef\u53e3\uff08\u598222\u7528\u4e8eSSH\uff09\u3002<\/li>\n<li>\u5b8c\u6210\u914d\u7f6e\u5e76\u542f\u52a8\u5b9e\u4f8b\u3002<\/li>\n<\/ol>\n<p><h2>\u5b89\u88c5\u663e\u5361\u9a71\u52a8<\/h2>\n<\/p>\n<p><p>\u8fde\u63a5\u5230\u4f60\u7684VPS\u540e\uff0c\u9700\u8981\u5b89\u88c5\u663e\u5361\u9a71\u52a8\u3002\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u663e\u5361\u9a71\u52a8\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><h3>\u6b65\u9aa4 1: \u66f4\u65b0\u7cfb\u7edf<\/h3>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u786e\u4fdd\u7cfb\u7edf\u662f\u6700\u65b0\u7684\u3002\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code>sudo apt update &amp;&amp; sudo apt upgrade -y<\/code><\/pre>\n<\/p>\n<p><h3>\u6b65\u9aa4 2: \u5b89\u88c5NVIDIA\u9a71\u52a8<\/h3>\n<\/p>\n<p><p>\u5bf9\u4e8eNVIDIA\u663e\u5361\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u9a71\u52a8\uff1a<\/p>\n<\/p>\n<p><pre><code>sudo apt install nvidia-driver-<\/code><\/pre>\n<\/p>\n<p><p>\u8bf7\u5c06<strong>&lt;version&gt;<\/strong>\u66ff\u6362\u4e3a\u9002\u5408\u4f60\u7684\u663e\u5361\u578b\u53f7\u7684\u5177\u4f53\u7248\u672c\u53f7\uff0c\u6216\u8005\u4f60\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u81ea\u52a8\u5b89\u88c5\u9002\u5408\u5f53\u524d\u7cfb\u7edf\u7684\u6700\u65b0\u9a71\u52a8\uff1a<\/p>\n<\/p>\n<p><pre><code>sudo ubuntu-drivers autoinstall<\/code><\/pre>\n<\/p>\n<p><h3>\u6b65\u9aa4 3: \u91cd\u542fVPS<\/h3>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u91cd\u542fVPS\u4ee5\u4f7f\u9a71\u52a8\u751f\u6548\uff1a<\/p>\n<\/p>\n<p><pre><code>sudo reboot<\/code><\/pre>\n<\/p>\n<p><h2>\u9a8c\u8bc1\u9a71\u52a8\u5b89\u88c5<\/h2>\n<\/p>\n<p><p>\u91cd\u542f\u4e4b\u540e\uff0c\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5NVIDIA\u9a71\u52a8\u662f\u5426\u6b63\u786e\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code>nvidia-smi<\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u770b\u5230\u663e\u5361\u7684\u76f8\u5173\u4fe1\u606f\uff0c\u8868\u793a\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n<p><h2>\u8bbe\u7f6eCUDA\u548ccuDNN\uff08\u5982\u9002\u7528\uff09<\/h2>\n<\/p>\n<p><p>\u5bf9\u4e8e\u8bb8\u591a\u6df1\u5ea6\u5b66\u4e60\u5e94\u7528\uff0c\u9700\u8981\u5b89\u88c5CUDA\u548ccuDNN\u3002<\/p>\n<\/p>\n<p><h3>\u6b65\u9aa4 1: \u4e0b\u8f7dCUDA<\/h3>\n<\/p>\n<p><p>\u8bbf\u95eeNVIDIA\u7684CUDA Toolkit\u5b98\u7f51\uff0c\u83b7\u53d6\u5e76\u4e0b\u8f7d\u9002\u5408\u4f60\u7cfb\u7edf\u7684CUDA\u7248\u672c\u3002<\/p>\n<\/p>\n<p><h3>\u6b65\u9aa4 2: \u5b89\u88c5CUDA<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5CUDA\uff08\u786e\u4fdd\u66ff\u6362\u4e3a\u4f60\u7684\u4e0b\u8f7d\u8def\u5f84\uff09\uff1a<\/p>\n<\/p>\n<p><pre><code>sudo dpkg -i cuda-repo-__amd64.deb<\/code><\/pre>\n<\/p>\n<p><pre><code>sudo apt-key adv --fetch-keys http:\/\/developer.download.nvidia.com\/compute\/cuda\/repos\/\/x86_64\/7fa2af80.pub<\/code><\/pre>\n<\/p>\n<p><pre><code>sudo apt-get update<\/code><\/pre>\n<\/p>\n<p><pre><code>sudo apt-get install cuda<\/code><\/pre>\n<\/p>\n<p><h3>\u6b65\u9aa4 3: \u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/h3>\n<\/p>\n<p><p>\u7f16\u8f91\u7528\u6237\u7684bash\u914d\u7f6e\u6587\u4ef6\u4ee5\u6dfb\u52a0CUDA\u7684\u73af\u5883\u53d8\u91cf\uff1a<\/p>\n<\/p>\n<p><pre><code>echo 'export PATH=\/usr\/local\/cuda\/bin:$PATH' &gt;&gt; ~\/.bashrc<\/code><\/pre>\n<\/p>\n<p><pre><code>echo 'export LD_LIBRARY_PATH=\/usr\/local\/cuda\/lib64:$LD_LIBRARY_PATH' &gt;&gt; ~\/.bashrc<\/code><\/pre>\n<\/p>\n<p><pre><code>source ~\/.bashrc<\/code><\/pre>\n<\/p>\n<p><h2>\u5b89\u88c5\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff08\u5982TensorFlow\u6216PyTorch\uff09<\/h2>\n<\/p>\n<p><p>\u6839\u636e\u9700\u6c42\u5b89\u88c5\u76f8\u5e94\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\u4ee5\u4e0b\u662f\u4ee5TensorFlow\u4e3a\u4f8b\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h3>\u6b65\u9aa4 1: \u521b\u5efaPython\u73af\u5883<\/h3>\n<\/p>\n<p><p>\u5efa\u8bae\u4f7f\u7528<a rel=\"nofollow\" href=\"https:\/\/docs.conda.io\/en\/latest\/miniconda.html\">Miniconda<\/a>\u6765\u7ba1\u7406Python\u73af\u5883\u3002\u4e0b\u8f7d\u5b89\u88c5\u540e\uff0c\u53ef\u4ee5\u521b\u5efa\u65b0\u7684\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code>conda create --name tf-gpu python=3.8<\/code><\/pre>\n<\/p>\n<p><pre><code>conda activate tf-gpu<\/code><\/pre>\n<\/p>\n<p><h3>\u6b65\u9aa4 2: \u5b89\u88c5TensorFlow GPU\u7248\u672c<\/h3>\n<\/p>\n<p><p>\u5b89\u88c5TensorFlow GPU\u7248\u672c\uff1a<\/p>\n<\/p>\n<p><pre><code>pip install tensorflow-gpu<\/code><\/pre>\n<\/p>\n<p><h2>\u5e38\u89c1\u95ee\u9898\u548c\u6ce8\u610f\u4e8b\u9879<\/h2>\n<\/p>\n<p><p>\u5728\u64cd\u4f5c\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u95ee\u9898\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u53ca\u5176\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u9a71\u52a8\u4e0d\u517c\u5bb9\uff1a<\/strong>\u786e\u4fddNVIDIA\u9a71\u52a8\u4e0eCUDA\u7248\u672c\u5339\u914d\uff0c\u67e5\u9605\u5b98\u65b9\u6587\u6863\u83b7\u53d6\u4fe1\u606f\u3002<\/li>\n<li><strong>\u5305\u4f9d\u8d56\u95ee\u9898\uff1a<\/strong>\u4f7f\u7528<code>conda<\/code>\u7ba1\u7406\u73af\u5883\u53ef\u4ee5\u6709\u6548\u907f\u514d\u5305\u4f9d\u8d56\u7684\u95ee\u9898\u3002<\/li>\n<li><strong>SSH\u8fde\u63a5\u5931\u8d25\uff1a<\/strong>\u786e\u4fdd\u5b89\u5168\u7ec4\u89c4\u5219\u5141\u8bb8SSH\u8bbf\u95ee\u3002<\/li>\n<\/ul>\n<p><h2>\u603b\u7ed3<\/h2>\n<\/p>\n<p><p>\u672c\u6587\u4ecb\u7ecd\u4e86\u5982\u4f55\u8bbe\u7f6e\u548c\u914d\u7f6e\u4e00\u4e2a\u663e\u5361VPS\u4ee5\u652f\u6301GPU\u8ba1\u7b97\u3002\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u987a\u5229\u5b89\u88c5\u5e76\u914d\u7f6e\u663e\u5361\u9a71\u52a8\u3001CUDA\u548c\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u6ee1\u8db3\u9ad8\u6027\u80fd\u8ba1\u7b97\u7684\u9700\u6c42\u3002\u5e0c\u671b\u4f60\u80fd\u5728\u663e\u5361VPS\u4e0a\u987a\u5229\u5f00\u5c55\u9879\u76ee\uff01<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5f53\u4eca\u56fe\u5f62\u5bc6\u96c6\u578b\u5e94\u7528\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u80cc\u666f\u4e0b\uff0c\u4f7f\u7528\u663e\u5361(VGPU)\u7684\u865a\u62df\u4e13\u7528\u670d\u52a1\u5668(VPS)\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u663e\u5361VPS\u53ef\u663e\u8457\u63d0\u9ad8\u8ba1\u7b97\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5728\u56fe\u50cf\u5904\u7406\u3001\u673a\u5668\u5b66\u4e60\u548c\u6e38\u620f\u670d\u52a1\u7b49\u9886\u57df\u3002\u672c\u6587\u5c06\u6307\u5bfc\u7528\u6237\u5982\u4f55\u8bbe\u7f6e\u4e00\u4e2a\u663e\u5361VPS\uff0c\u4ee5\u6ee1\u8db3\u8fd9\u4e9b\u9700\u6c42\u3002 \u64cd\u4f5c\u524d\u7684\u51c6&#8230;<\/p>\n","protected":false},"author":1,"featured_media":2574,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"topic":[],"class_list":["post-2573","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-baike"],"_links":{"self":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts\/2573","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/comments?post=2573"}],"version-history":[{"count":2,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts\/2573\/revisions"}],"predecessor-version":[{"id":2977,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/posts\/2573\/revisions\/2977"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/media\/2574"}],"wp:attachment":[{"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/media?parent=2573"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/categories?post=2573"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/tags?post=2573"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.ddosidc.com\/wp\/wp-json\/wp\/v2\/topic?post=2573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}