{"id":723,"date":"2026-10-31T15:10:04","date_gmt":"2026-10-31T07:10:04","guid":{"rendered":"https:\/\/www.idcy.com\/help\/news\/10723.html"},"modified":"2026-10-31T15:10:04","modified_gmt":"2026-10-31T07:10:04","slug":"%e7%be%8e%e5%9b%bdgpu%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%bd%bf%e7%94%a8%e8%af%b4%e6%98%8e%ef%bc%9a%e9%80%82%e7%94%a8%e5%9c%ba%e6%99%af%e3%80%81%e9%83%a8%e7%bd%b2%e6%ad%a5%e9%aa%a4%e4%b8%8e%e9%aa%8c","status":"publish","type":"post","link":"https:\/\/www.idcy.com\/help\/news\/10723.html","title":{"rendered":"\u7f8e\u56fdGPU\u670d\u52a1\u5668\u4f7f\u7528\u8bf4\u660e\uff1a\u9002\u7528\u573a\u666f\u3001\u90e8\u7f72\u6b65\u9aa4\u4e0e\u9a8c\u8bc1\u8981\u70b9"},"content":{"rendered":"<p>\u7f8e\u56fdGPU\u670d\u52a1\u5668\u4e3b\u8981\u9762\u5411\u7f8e\u56fd\u8282\u70b9\u7684GPU\u8ba1\u7b97\u9700\u6c42\uff0c\u9002\u5408\u9700\u8981\u5927\u91cf\u5e76\u884c\u8ba1\u7b97\u548c\u663e\u5b58\u5bb9\u91cf\u652f\u6491\u7684\u4e1a\u52a1\u3002\u672c\u6587\u4ece\u573a\u666f\u8bc4\u4f30\u3001\u8ba2\u8d2d\u524d\u68c0\u67e5\u3001\u90e8\u7f72\u6b65\u9aa4\u3001\u7ba1\u7406\u76d1\u63a7\u5230\u4e0a\u7ebf\u9a8c\u8bc1\uff0c\u63d0\u4f9b\u4e00\u5957\u53ef\u76f4\u63a5\u843d\u5730\u7684\u4f7f\u7528\u8bf4\u660e\u3002\u7531\u4e8e\u5177\u4f53GPU\u578b\u53f7\u3001\u663e\u5b58\u5927\u5c0f\u3001\u6027\u80fd\u8868\u73b0\u548c\u53ef\u9009\u5957\u9910\u4f1a\u968f\u5e93\u5b58\u8c03\u6574\uff0c\u672c\u6587\u4e0d\u4ee3\u66ff\u9875\u9762\u5b9e\u65f6\u4fe1\u606f\uff0c\u8bf7\u4ee5\u4ea7\u54c1\u9875\u9762\u5b9e\u9645\u5c55\u793a\u4e3a\u51c6\u3002\u5efa\u8bae\u5728\u5f00\u59cb\u90e8\u7f72\u524d\u5148\u8bb0\u5f55\u4e1a\u52a1\u5bf9\u7b97\u529b\u3001\u663e\u5b58\u548c\u5b58\u50a8\u7684\u9884\u671f\uff0c\u4fbf\u4e8e\u540e\u7eed\u5bf9\u7167\u9a8c\u8bc1\u3002<\/p>\n<h2>\u4e00\u3001\u9002\u7528\u573a\u666f\u4e0e\u4e1a\u52a1\u5339\u914d<\/h2>\n<p>\u8fd9\u7c7bGPU\u670d\u52a1\u5668\u901a\u5e38\u5e94\u7528\u4e8eAI\u63a8\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u3001\u56fe\u5f62\u6e32\u67d3\u3001\u6df1\u5ea6\u5b66\u4e60\u5b9e\u9a8c\u548c\u90e8\u5206\u79d1\u5b66\u8ba1\u7b97\u4efb\u52a1\u3002\u8fd9\u7c7b\u8d1f\u8f7d\u7684\u5171\u540c\u70b9\u662f\u6570\u636e\u91cf\u5927\u3001\u8ba1\u7b97\u5bc6\u96c6\uff0c\u4f7f\u7528GPU\u540e\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5904\u7406\u77e9\u9635\u8fd0\u7b97\u548c\u5e76\u884c\u4efb\u52a1\uff0c\u6709\u52a9\u4e8e\u7f29\u77ed\u90e8\u5206\u5de5\u4f5c\u8d1f\u8f7d\u7684\u5904\u7406\u65f6\u95f4\u3002\u5bf9\u4e8e\u8f7b\u91cf\u7ea7\u7f51\u7ad9\u6216\u4ec5\u9700\u7b80\u5355\u6570\u636e\u5e93\u67e5\u8be2\u7684\u4e1a\u52a1\uff0c\u5219\u8981\u6839\u636e\u5b9e\u9645\u8d1f\u8f7d\u8bc4\u4f30\u662f\u5426\u9700\u8981GPU\u8282\u70b9\uff0c\u907f\u514d\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n<h2>\u4e8c\u3001\u8ba2\u8d2d\u524d\u68c0\u67e5\u4e0e\u914d\u7f6e\u9009\u62e9<\/h2>\n<p>\u5728\u8ba2\u8d2d\u524d\uff0c\u5efa\u8bae\u5148\u68b3\u7406\u4e1a\u52a1\u5bf9\u663e\u5b58\u3001\u7b97\u529b\u3001\u5b58\u50a8\u548c\u8fd0\u884c\u73af\u5883\u7684\u8981\u6c42\u3002\u4f8b\u5982\uff0c\u5728\u89c4\u5212<a href=\"https:\/\/www.idcy.com\/gpu\/us\/\" title=\"\u7f8e\u56fdGPU\u72ec\u7acb\u670d\u52a1\u5668\" class=\"idcy-auto-link\">\u7f8e\u56fdGPU\u72ec\u7acb\u670d\u52a1\u5668<\/a>\u65f6\uff0c\u9700\u8981\u6839\u636e\u6a21\u578b\u53c2\u6570\u3001\u6279\u6b21\u5927\u5c0f\u3001\u6e32\u67d3\u5206\u8fa8\u7387\u6216\u5e76\u53d1\u4efb\u52a1\u6570\u6765\u5224\u65ad\u663e\u5b58\u9700\u6c42\u3002\u914d\u7f6e\u5e94\u4e0e\u4e1a\u52a1\u89c4\u6a21\u5339\u914d\uff0c\u907f\u514d\u56e0\u663e\u5b58\u4e0d\u8db3\u9891\u7e41\u4e2d\u65ad\u4efb\u52a1\uff0c\u540c\u65f6\u4e5f\u8981\u8003\u8651\u5b58\u50a8\u5bb9\u91cf\u3001\u5907\u4efd\u7b56\u7565\u548c\u7cfb\u7edf\u73af\u5883\u517c\u5bb9\u6027\u3002\u5982\u679c\u5b58\u5728\u591a\u4e2a\u5019\u9009\u914d\u7f6e\uff0c\u53ef\u4ee5\u5148\u7528\u5c0f\u89c4\u6a21\u6570\u636e\u505a\u57fa\u7ebf\u6d4b\u8bd5\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u9700\u8981\u8c03\u6574\u5957\u9910\u3002<\/p>\n<h3>\u8ba2\u8d2d\u524d\u6838\u5bf9\u9879\u76ee<\/h3>\n<ul>\n<li>\u5e94\u7528\u7c7b\u578b\uff1a\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u670d\u52a1\u3001\u6e32\u67d3\u4efb\u52a1\u8fd8\u662f\u6df7\u5408\u8d1f\u8f7d<\/li>\n<li>\u663e\u5b58\u4e0e\u6279\u6b21\uff1a\u6839\u636e\u6a21\u578b\u6216\u573a\u666f\u4f30\u7b97\u5355\u4efb\u52a1\u663e\u5b58\u5360\u7528<\/li>\n<li>\u5b58\u50a8\u7a7a\u95f4\uff1a\u7cfb\u7edf\u76d8\u3001\u6570\u636e\u76d8\u53ca\u6570\u636e\u96c6\u5927\u5c0f<\/li>\n<li>CUDA\u6216\u9a71\u52a8\u7248\u672c\uff1a\u4e0e\u6a21\u578b\u6846\u67b6\u7684\u517c\u5bb9\u8981\u6c42<\/li>\n<li>\u7f51\u7edc\u4e0e\u8bbf\u95ee\u65b9\u5f0f\uff1a\u662f\u5426\u9700\u8981\u8fdc\u7a0b\u7ba1\u7406\u3001\u5bf9\u8c61\u5b58\u50a8\u6216\u5185\u90e8\u4e92\u8054<\/li>\n<li>\u5907\u4efd\u4e0e\u5feb\u7167\u7b56\u7565\uff1a\u5173\u952e\u6570\u636e\u548c\u5e94\u7528\u72b6\u6001\u7684\u6062\u590d\u8981\u6c42<\/li>\n<\/ul>\n<h2>\u4e09\u3001\u90e8\u7f72\u6b65\u9aa4<\/h2>\n<p>\u5b8c\u6210\u8ba2\u8d2d\u5e76\u83b7\u53d6\u670d\u52a1\u5668\u8bbf\u95ee\u4fe1\u606f\u540e\uff0c\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u6d41\u7a0b\u521d\u59cb\u5316\u73af\u5883\u3002\u4ee5\u4e0b\u547d\u4ee4\u662f\u901a\u7528\u793a\u4f8b\uff0c\u5b9e\u9645\u8def\u5f84\u4ee5\u670d\u52a1\u5668\u64cd\u4f5c\u7cfb\u7edf\u548cGPU\u578b\u53f7\u4e3a\u51c6\u3002\u5efa\u8bae\u5728\u6bcf\u6b65\u5b8c\u6210\u540e\u7acb\u5373\u8bb0\u5f55\u8f93\u51fa\u7ed3\u679c\uff0c\u4e00\u65e6\u51fa\u73b0\u5f02\u5e38\u53ef\u4ee5\u66f4\u5feb\u5b9a\u4f4d\u3002<\/p>\n<h3>1. \u66f4\u65b0\u7cfb\u7edf\u5e76\u8bc6\u522bGPU\u8bbe\u5907<\/h3>\n<pre><code>sudo apt update &amp;&amp; sudo apt upgrade -y\nlspci | grep -i nvidia\nnvidia-smi<\/code><\/pre>\n<p>\u5982\u679c nvidia-smi \u672a\u8bc6\u522b\u5230GPU\uff0c\u9700\u8981\u68c0\u67e5\u9a71\u52a8\u662f\u5426\u5b89\u88c5\u6216\u5185\u6838\u6a21\u5757\u662f\u5426\u52a0\u8f7d\u3002\u4e5f\u53ef\u4ee5\u6267\u884c lsmod | grep nvidia \u67e5\u770b\u9a71\u52a8\u6a21\u5757\u662f\u5426\u5df2\u52a0\u8f7d\uff0c\u82e5\u4ecd\u65e0\u7ed3\u679c\uff0c\u9700\u8981\u6839\u636e\u64cd\u4f5c\u7cfb\u7edf\u548cGPU\u578b\u53f7\u91cd\u65b0\u5b89\u88c5\u5339\u914d\u9a71\u52a8\u3002<\/p>\n<h3>2. \u5b89\u88c5GPU\u9a71\u52a8\u4e0eCUDA<\/h3>\n<p>\u6839\u636e\u6240\u9009GPU\u578b\u53f7\u548c\u64cd\u4f5c\u7cfb\u7edf\u7248\u672c\uff0c\u4ece\u5b98\u65b9\u6e90\u6216\u7cfb\u7edf\u8f6f\u4ef6\u6e90\u5b89\u88c5\u5339\u914d\u9a71\u52a8\uff0c\u7136\u540e\u5b89\u88c5CUDA Toolkit\u548ccuDNN\uff0c\u5e76\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u3002\u5177\u4f53\u7248\u672c\u5e94\u4e0e\u6a21\u578b\u8bad\u7ec3\u6216\u63a8\u7406\u6846\u67b6\u76f8\u517c\u5bb9\uff0c\u4e0d\u4f7f\u7528\u201c\u9002\u5408\u6240\u6709\u7248\u672c\u201d\u7684\u914d\u7f6e\u65b9\u5f0f\u3002\u5b89\u88c5\u5b8c\u6210\u540e\u53ef\u901a\u8fc7 nvcc &#8211;version \u6216\u8fd0\u884c CUDA \u793a\u4f8b\u786e\u8ba4\u73af\u5883\u53d8\u91cf\u662f\u5426\u751f\u6548\uff0c\u907f\u514d\u540e\u7eed\u4efb\u52a1\u56e0\u5e93\u8def\u5f84\u9519\u8bef\u800c\u5931\u8d25\u3002<\/p>\n<figure class=\"idcy-article-image\"><img decoding=\"async\" src=\"https:\/\/www.idcy.com\/wp-content\/uploads\/seo-images\/2026\/10\/idcy-file-g07-04-c6ac3c0d7d1d.webp\" alt=\"\u7f8e\u56fdGPU\u670d\u52a1\u5668\u4e0eAI\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u573a\u666f\u793a\u610f\u56fe\" width=\"1200\" height=\"675\" loading=\"lazy\"><\/figure>\n<h3>3. \u914d\u7f6e\u6570\u636e\u76d8\u4e0e\u8fd0\u884c\u73af\u5883<\/h3>\n<p>\u5982\u679c\u4e1a\u52a1\u9700\u8981\u4fdd\u5b58\u6a21\u578b\u6216\u6570\u636e\u96c6\uff0c\u5efa\u8bae\u5c06\u6570\u636e\u76d8\u6302\u8f7d\u5230\u72ec\u7acb\u76ee\u5f55\uff0c\u4f8b\u5982 \/data\uff0c\u5e76\u914d\u7f6e\u5f00\u673a\u81ea\u52a8\u6302\u8f7d\u3002Python\u73af\u5883\u5efa\u8bae\u4f7f\u7528\u865a\u62df\u73af\u5883\uff0c\u4fbf\u4e8e\u4f9d\u8d56\u9694\u79bb\u3002\u6839\u636e\u9879\u76ee\u9700\u6c42\u5b89\u88c5 PyTorch\u3001TensorFlow \u6216\u5176\u4ed6\u6846\u67b6\u65f6\uff0c\u5efa\u8bae\u56fa\u5b9a\u4f9d\u8d56\u7248\u672c\u5e76\u751f\u6210 requirements.txt\uff0c\u4fbf\u4e8e\u5728\u5176\u4ed6\u8282\u70b9\u590d\u73b0\u73af\u5883\u3002\u5b89\u88c5\u540e\u8fd0\u884c\u7b80\u5355\u5bfc\u5165\u8bed\u53e5\uff0c\u786e\u8ba4\u6846\u67b6\u80fd\u6b63\u786e\u8bc6\u522b GPU \u8bbe\u5907\u3002\u5173\u952e\u6a21\u578b\u6743\u91cd\u3001\u8bad\u7ec3\u6570\u636e\u548c\u914d\u7f6e\u6587\u4ef6\u5efa\u8bae\u5b9a\u671f\u5feb\u7167\u6216\u540c\u6b65\u5230\u5bf9\u8c61\u5b58\u50a8\uff0c\u4ee5\u4fbf\u5f02\u5e38\u65f6\u5feb\u901f\u6062\u590d\u3002<\/p>\n<h2>\u56db\u3001\u7ba1\u7406\u65b9\u5f0f\u4e0e\u76d1\u63a7\u7b56\u7565<\/h2>\n<p>\u8be5\u670d\u52a1\u5668\u53ef\u4ee5\u901a\u8fc7SSH\u3001\u63a7\u5236\u53f0\u6216\u7ba1\u7406\u9762\u677f\u8fdb\u884c\u65e5\u5e38\u8fd0\u7ef4\u3002\u5efa\u8bae\u6301\u7eed\u89c2\u5bdfGPU\u5229\u7528\u7387\u3001\u663e\u5b58\u5360\u7528\u3001\u6e29\u5ea6\u3001\u529f\u8017\u548c\u98ce\u6247\u8f6c\u901f\u7b49\u6307\u6807\uff0c\u4ee5\u4fbf\u53ca\u65f6\u53d1\u73b0\u8d44\u6e90\u4e89\u7528\u6216\u6563\u70ed\u95ee\u9898\u3002\u53ef\u4f7f\u7528 nvidia-smi\u3001nvtop \u7b49\u5de5\u5177\u67e5\u770b\u5b9e\u65f6\u72b6\u6001\uff0c\u4e5f\u53ef\u4ee5\u5c06\u6307\u6807\u63a5\u5165\u76d1\u63a7\u7cfb\u7edf\u3002\u82e5\u957f\u671f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\uff0c\u5efa\u8bae\u8bbe\u7f6e\u544a\u8b66\u9608\u503c\uff0c\u5f53\u6e29\u5ea6\u6216\u663e\u5b58\u5360\u7528\u6301\u7eed\u504f\u9ad8\u65f6\u53ca\u65f6\u6392\u67e5\u3002\u5982\u679c\u4f7f\u7528\u591a\u53f0\u670d\u52a1\u5668\uff0c\u53ef\u4ee5\u5c06\u6807\u7b7e\u548c\u7528\u9014\u5199\u5165\u8bf4\u660e\u6587\u6863\uff0c\u907f\u514d\u8bef\u64cd\u4f5c\u3002<\/p>\n<p>\u5982\u679c\u4e1a\u52a1\u540c\u65f6\u7ba1\u7406\u5927\u91cfIP\u8d44\u6e90\uff0c\u8fd8\u53ef\u4ee5\u53c2\u8003<a href=\"https:\/\/www.idcy.com\/help\/?help_category=file\" title=\"\u7ad9\u7fa4\u670d\u52a1\u5668\u591aIP\u4f7f\u7528\u8bf4\u660e\" class=\"idcy-auto-link\">\u7ad9\u7fa4\u670d\u52a1\u5668\u591aIP\u4f7f\u7528\u8bf4\u660e<\/a>\uff0c\u4e86\u89e3\u591aIP\u7ad9\u7fa4\u7684\u5206\u7ec4\u4e0e\u9694\u79bb\u5efa\u8bae\uff0c\u907f\u514dGPU\u8282\u70b9\u4e0e\u5176\u4ed6\u4e1a\u52a1\u8d44\u6e90\u6df7\u6dc6\u3002<\/p>\n<h2>\u4e94\u3001\u4e0a\u7ebf\u9a8c\u8bc1<\/h2>\n<p>\u5728\u73af\u5883\u90e8\u7f72\u5b8c\u6210\u540e\uff0c\u5e94\u505a\u51e0\u9879\u9a8c\u8bc1\uff0c\u786e\u8ba4\u670d\u52a1\u5668\u53ef\u6b63\u5e38\u627f\u8f7d\u5de5\u4f5c\u8d1f\u8f7d\u3002\u9a8c\u8bc1\u7ed3\u679c\u5efa\u8bae\u4fdd\u5b58\u4e3a\u6e05\u5355\uff0c\u4fbf\u4e8e\u540e\u7eed\u6392\u969c\u548c\u91cd\u590d\u90e8\u7f72\u3002<\/p>\n<ol>\n<li>\u8fd0\u884c 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href=\"https:\/\/www.idcy.com\/about\/\" title=\"\u4ebf\u8fbe\u7f51\u7edc\uff08IDCY GLOBAL\uff09\" class=\"idcy-auto-link\">\u4ebf\u8fbe\u7f51\u7edc\uff08IDCY GLOBAL\uff09<\/a>\u83b7\u53d6\u8fdb\u4e00\u6b65\u5efa\u8bae\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e86\u89e3\u7f8e\u56fdGPU\u670d\u52a1\u5668\u7684\u573a\u666f\u5339\u914d\u3001\u8d44\u6e90\u6838\u5bf9\u3001\u90e8\u7f72\u6b65\u9aa4\u4e0e\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u4e3aAI\u63a8\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u548c\u56fe\u5f62\u6e32\u67d3\u7b49\u4e1a\u52a1\u5efa\u7acb\u89c4\u8303\u7684\u4f7f\u7528\u6d41\u7a0b\u3002<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","rank_math_focus_keyword":"\u7ad9\u7fa4\u670d\u52a1\u5668\u591aIP\u4f7f\u7528\u8bf4\u660e, \u9ad8\u9632\u670d\u52a1\u5668\u9632\u62a4\u4f7f\u7528\u8bf4\u660e, \u7f8e\u56fdGPU\u72ec\u7acb\u670d\u52a1\u5668, 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