{"id":8322,"date":"2025-04-18T16:34:34","date_gmt":"2025-04-18T08:34:34","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/8322.html"},"modified":"2025-04-18T16:34:34","modified_gmt":"2025-04-18T08:34:34","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8%e6%9c%8d%e5%8a%a1%e5%99%a8%e8%ae%ad%e7%bb%83ai%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/8322.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528\u670d\u52a1\u5668\u8bad\u7ec3AI\u6a21\u578b"},"content":{"rendered":"<h2>\u5982\u4f55\u4f7f\u7528\u670d\u52a1\u5668\u8bad\u7ec3\u6a21\u578b<\/h2>\n<p>\u5927\u5bb6\u597d&#xff0c;\u8fd9\u91cc\u662f\u8086\u5341\u4e8c&#xff0c;\u4e4b\u524d\u6709\u5c0f\u4f19\u4f34\u53cd\u9988\u8bf4\u81ea\u5df1\u7684\u7535\u8111\u53ea\u6709cpu&#xff0c;\u6ca1\u6709GPU&#xff0c;\u4e5f\u60f3\u8981\u4f53\u9a8c\u4e00\u4e0b\u4f7f\u7528gpu\u8bad\u7ec3\u6a21\u578b&#xff0c;\u6216\u8005\u6709\u7684\u5c0f\u4f19\u4f34\u53cd\u9988\u8bf4\u81ea\u5df1\u6240\u5728\u7684\u5b9e\u9a8c\u5ba4\u63d0\u4f9b\u4e86linux\u7684\u670d\u52a1\u5668&#xff0c;\u4f46\u662f\u4e0d\u600e\u4e48\u4f1a\u7528&#xff0c;\u672c\u671f\u6211\u4eec\u5c31\u6765\u8bf4\u8bf4\u5982\u4f55\u4f7f\u7528\u670d\u52a1\u5668\u6765\u8bad\u7ec3\u81ea\u5df1\u7684\u6a21\u578b\u3002<\/p>\n<h3>\u83b7\u53d6\u670d\u52a1\u5668<\/h3>\n<p>\u5982\u679c\u4f60\u7684\u5b9e\u9a8c\u5ba4\u6709\u670d\u52a1\u5668&#xff0c;\u90a3\u4f60\u5c31\u76f4\u63a5\u4f7f\u7528\u4f60\u4eec\u5b9e\u9a8c\u5ba4\u7684\u670d\u52a1\u5668\u5373\u53ef&#xff0c;\u4e00\u822c\u5b9e\u9a8c\u5ba4\u7684\u8001\u5e08\u4f1a\u63d0\u4f9b\u7ed9\u4f60\u670d\u52a1\u5668\u7684IP\u5730\u5740\u3001\u7528\u6237\u540d\u4ee5\u53ca\u5bc6\u7801\u8fd9\u4e9b\u4fe1\u606f&#xff0c;\u8bb0\u4f4f\u8fd9\u4e9b\u4fe1\u606f&#xff0c;\u540e\u9762\u6211\u4eec\u5c06\u4f1a\u4f7f\u7528\u5230\u3002<\/p>\n<p>\u5982\u679c\u4f60\u6ca1\u6709\u670d\u52a1\u5668&#xff0c;\u4f60\u53ef\u4ee5\u4ece\u7f51\u4e0a\u79df\u670d\u52a1\u5668&#xff0c;\u8fd9\u4e9b\u670d\u52a1\u5668\u6709\u7684\u662f\u6309\u7167\u5c0f\u65f6\u8ba1\u8d39&#xff0c;\u6709\u7684\u662f\u6309\u7167\u5305\u5e74\u5305\u6708\u8ba1\u8d39\u3002\u5177\u4f53\u54ea\u91cc\u7684\u597d\u7528\u5927\u5bb6\u53ef\u4ee5\u53bb\u591a\u67e5\u4e00\u4e9b\u8d44\u6599&#xff0c;\u57fa\u672c\u6d41\u7a0b\u90fd\u662f\u4e00\u81f4\u7684&#xff0c;\u4f60\u7684\u6700\u7ec8\u76ee\u7684\u90fd\u662f\u4e3a\u4e86\u5f97\u5230\u8fd9\u4e2a\u670d\u52a1\u5668\u7684ip\u3001\u7528\u6237\u540d\u4ee5\u53ca\u5bc6\u7801&#xff0c;\u8fd9\u91cc\u6211\u5c31\u4ee5\u6211\u81ea\u5df1\u5e38\u7528\u7684\u7f51\u7ad9\u4e3a\u4f8b\u8fdb\u884c\u8bf4\u660e\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083429-68020e95a59de.png\" alt=\"image-20240925170214796\" \/><\/p>\n<p>\u767b\u5f55\u7f51\u7ad9\u4e4b\u540e&#xff0c;\u4f60\u53ef\u4ee5\u6839\u636e\u4f60\u7684\u81ea\u8eab\u60c5\u51b5\u6765\u6311\u9009\u5408\u9002\u7684\u663e\u5361&#xff0c;\u6ce8\u610f\u8fd9\u91cc\u662f\u6309\u7167\u5c0f\u65f6\u8fdb\u884c\u8ba1\u8d39\u7684&#xff0c;\u5927\u5bb6\u8981\u6839\u636e\u81ea\u5df1\u7684\u7ecf\u6d4e\u6c34\u5e73\u6765\u8fdb\u884c\u9009\u62e9&#xff0c;\u53e6\u5916&#xff0c;\u8fd9\u4e2a\u7f51\u7ad9\u5e94\u8be5\u662f\u53ef\u4ee5\u8fdb\u884c\u5b66\u751f\u8ba4\u8bc1\u7684&#xff0c;\u8ba4\u8bc1\u4e4b\u540e\u5e94\u8be5\u6709\u5bf9\u5e94\u7684\u4f18\u60e0&#xff0c;\u5982\u679c\u5c0f\u4f19\u4f34\u611f\u5174\u8da3\u7684\u8bdd\u53ef\u4ee5\u8ba4\u8bc1\u4e00\u54c8\u3002\u70b9\u51fb\u4e0a\u9762\u7684\u6309\u94ae\u9009\u62e9\u4e4b\u540e&#xff0c;\u8fd9\u91cc\u8981\u8fdb\u884c\u5bf9\u5e94\u955c\u50cf\u7684\u9009\u62e9&#xff0c;\u8003\u8651\u5230\u5927\u5bb6\u53ef\u80fd\u5728\u670d\u52a1\u5668\u4e0a\u8fdb\u884c\u591a\u4e2a\u73af\u5883\u7684\u914d\u7f6e&#xff0c;\u8fd9\u91cc\u8bb0\u5f97\u9009\u62e9conda&#xff0c;\u540e\u9762\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528conda\u6765\u521b\u5efa\u4e0d\u540c\u7684\u865a\u62df\u73af\u5883\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u9879\u76ee\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083430-68020e96399c4.png\" alt=\"image-20240925170557527\" \/><\/p>\n<p>\u521b\u5efa\u6210\u529f\u4e4b\u540e\u4f60\u5c06\u4f1a\u518d\u5bb9\u5668\u5b9e\u4f8b\u4e2d\u67e5\u770b\u5230\u4f60\u7684\u670d\u52a1\u5668\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083430-68020e968bed4.png\" alt=\"image-20240925170652016\" \/><\/p>\n<p>\u8bb0\u4f4f\u4e0b\u9762\u8fd9\u4e2a\u4f4d\u7f6e\u7684\u5185\u5bb9&#xff0c;\u4ed6\u5305\u542b\u4e86\u4f60\u670d\u52a1\u5668\u7684ip\u5730\u5740\u3001\u7aef\u53e3\u53f7\u4ee5\u53ca\u5bc6\u7801&#xff0c;\u540e\u9762\u6211\u4eec\u94fe\u63a5\u7684\u65f6\u5019\u5c06\u4f1a\u4f7f\u7528\u5230\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083430-68020e96bc1ed.png\" alt=\"image-20240925170749312\" \/><\/p>\n<h3>\u8bbf\u95ee\u670d\u52a1\u5668<\/h3>\n<p>\u4e4b\u540e\u5c31\u662f\u8bbf\u95ee\u670d\u52a1\u5668\u4e86&#xff0c;\u8bbf\u95ee\u670d\u52a1\u5668\u7684\u8bdd\u8fd9\u91cc\u63a8\u8350\u5927\u5bb6\u4f7f\u7528\u7684\u5de5\u5177\u662fmobaxterm\u3002<\/p>\n<p>\u4e0b\u8f7d\u5730\u5740\u5728\u8fd9\u4e2a\u4f4d\u7f6e&#xff1a;MobaXterm Xserver with SSH, telnet, RDP, VNC and X11 &#8211; Home Edition (mobatek.net)<\/p>\n<p>\u5927\u5bb6\u4e0b\u8f7d\u8fd9\u4e2a\u7248\u672c\u5373\u53ef&#xff0c;\u8fd9\u4e2a\u7248\u672c\u4e0b\u8f7d\u4e0b\u6765\u4e4b\u540e\u662f\u4e00\u4e2a\u538b\u7f29\u5305&#xff0c;\u89e3\u538b\u4e4b\u540e\u70b9\u51fbexe\u5373\u53ef\u8fd0\u884c&#xff0c;\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083430-68020e96c763c.png\" alt=\"image-20240925170953373\" \/><\/p>\n<p>ok&#xff0c;\u9996\u5148\u6211\u4eec\u8fd8\u662f\u5148\u4ece\u6211\u4eec\u7684autodl\u4e0a\u83b7\u53d6\u5230\u6211\u4eec\u670d\u52a1\u5668\u7684\u4fe1\u606f<\/p>\n<p>ssh -p 44638 root&#064;connect.cqa1.seetacloud.com<\/p>\n<p>abcxdfdsaf<\/p>\n<p>\u542f\u52a8mobaxterm&#xff0c;\u65b0\u5efa\u4e00\u4e2a\u4f1a\u8bdd\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083431-68020e974392d.png\" alt=\"image-20240925171215340\" \/><\/p>\n<p>\u8f93\u5165\u4f60\u7684\u7528\u6237\u540d\u548c\u5bc6\u7801&#xff0c;\u8fd9\u4e2a\u65f6\u5019\u5373\u53ef\u767b\u5f55\u3002\u6ce8\u610f&#xff0c;\u5bc6\u7801\u8f93\u5165\u7684\u65f6\u5019\u662f\u4e0d\u4f1a\u663e\u793a\u7684&#xff0c;\u4e0d\u662f\u4f60\u952e\u76d8\u574f\u4e86&#xff0c;\u662f\u4ed6\u672c\u6765\u4e5f\u5c31\u662f\u4e0d\u663e\u793a\u7684\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083431-68020e97687cd.png\" alt=\"image-20240925171406551\" \/><\/p>\n<p>\u767b\u5f55\u6210\u529f\u4e4b\u540e\u4f1a\u51fa\u73b0\u7c7b\u4f3c\u4e8e\u4e0a\u56fe\u8fd9\u6837\u7684\u4fe1\u606f&#xff0c;\u5176\u4e2d\u4e0a\u9762\u7ea2\u8272\u7684\u65b9\u6846\u662f\u4f60\u7ecf\u5e38\u6765\u6267\u884c\u7684\u76ee\u5f55&#xff0c;\u8fd9\u4e2a\u76ee\u5f55\u4e0b\u6709\u6bd4\u8f83\u5927\u7684\u7a7a\u95f4\u3002<\/p>\n<h3>\u4e0a\u4f20\u6587\u4ef6\u5230\u670d\u52a1\u5668\u4e0a<\/h3>\n<p>\u5728\u4e0a\u4f20\u6587\u4ef6\u4e4b\u524d&#xff0c;\u6211\u5148\u548c\u4f60\u5927\u6982\u8bf4\u4e0b\u4ed6\u7684\u754c\u9762\u4e0a\u7684\u5185\u5bb9\u6709\u4ec0\u4e48&#xff0c;\u5176\u4e2d\u5de6\u4fa7\u662f\u6587\u4ef6\u6d4f\u89c8\u5668&#xff0c;\u5728\u8fd9\u4e2a\u6587\u4ef6\u6d4f\u89c8\u5668\u4e0b\u4f60\u53ef\u4ee5\u770b\u5230\u670d\u52a1\u5668\u4e0a\u6709\u7684\u6587\u4ef6&#xff0c;\u4e2d\u95f4\u8fd9\u4e2a\u9ed1\u6846\u5c31\u662f\u547d\u4ee4\u884c\u4e86&#xff0c;\u548c\u6211\u4eec\u4e4b\u524d\u6559\u7a0b\u4e2d\u4f7f\u7528\u7684cmd\u662f\u4e00\u4e2a\u9053\u7406\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083431-68020e9786c9c.png\" alt=\"image-20240925172147311\" \/><\/p>\n<p>\u6211\u4eec\u4e0a\u4f20\u6587\u4ef6\u5728\u5de6\u4fa7\u8fdb\u884c\u4e0a\u4f20\u5373\u53ef&#xff0c;\u6ce8\u610f\u4e0a\u4f20\u4e4b\u524d\u8bf7\u4fdd\u8bc1\u4f60\u6240\u5904\u7684\u76ee\u5f55\u5c3d\u91cf\u5728\u4e00\u4e2a\u7a7a\u95f4\u6bd4\u8f83\u5927\u7684\u76ee\u5f55\u4e0b\u9762\u3002<\/p>\n<p>\u6211\u4eec\u8fdb\u884c\u793a\u8303\u7684\u6587\u4ef6\u662f\u6211\u4eec\u884c\u4eba\u68c0\u6d4b\u90a3\u671f\u680f\u76ee\u4e2d\u7684\u6587\u4ef6&#xff0c;\u5176\u4ed6\u7684\u6587\u4ef6\u57fa\u672c\u4e5f\u662f\u4e00\u81f4\u7684&#xff0c;\u4e00\u822c\u5728\u9879\u76ee\u76ee\u5f55\u4e0b\u90fd\u4f1a\u6709\u4e00\u4e2areadme\u7684\u6587\u4ef6&#xff0c;\u4f60\u4f7f\u7528readme\u4e2d\u7684\u5411\u5bfc\u8fdb\u884c\u914d\u7f6e\u5373\u53ef\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083432-68020e9820634.png\" alt=\"image-20240925172733743\" \/><\/p>\n<h3>\u5728\u670d\u52a1\u5668\u4e0a\u914d\u7f6e\u73af\u5883<\/h3>\n<p>\u4e00\u822c\u5728\u670d\u52a1\u5668\u4e0a\u6709\u51e0\u4e2a\u5e38\u7528\u7684\u547d\u4ee4&#xff0c;\u6bd4\u5982unzip\u662f\u89e3\u538b&#xff0c;cd\u662f\u6253\u5f00\u76ee\u5f55&#xff0c;pwd\u662f\u67e5\u770b\u76ee\u5f55&#xff0c;cat\u662f\u67e5\u770b\u6587\u4ef6\u3002<\/p>\n<p>\u5728\u670d\u52a1\u5668\u4e0a\u914d\u7f6e\u73af\u5883\u7684\u8fc7\u7a0b\u548c\u4e4b\u524d\u5728cmd\u4e2d\u914d\u7f6e\u73af\u5883\u7684\u8fc7\u7a0b\u662f\u4e00\u81f4\u7684\u3002<\/p>\n<ul>\n<li>\n<p>\u914d\u7f6e\u52a0\u901f<\/p>\n<p> conda config &#8211;remove-key channels<br \/>\nconda config &#8211;add channels https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/pkgs\/free\/<br \/>\nconda config &#8211;add channels https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/pkgs\/main\/<br \/>\nconda config &#8211;add channels https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud\/pytorch\/<br \/>\nconda config &#8211;set show_channel_urls <span class=\"token function\">yes<\/span><br \/>\npip config <span class=\"token builtin class-name\">set<\/span> global.index-url https:\/\/pypi.tuna.tsinghua.edu.cn\/simple\n <\/li>\n<li>\n<p>\u521b\u5efa\u548c\u6fc0\u6d3b\u865a\u62df\u73af\u5883<\/p>\n<p> conda create -n yolo <span class=\"token assign-left variable\">python<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">3.8<\/span>.5<br \/>\nconda activate yolo<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083432-68020e987cf80.png\" alt=\"image-20240925173309591\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083432-68020e989056f.png\" alt=\"image-20240925174314137\" \/><\/p>\n<\/li>\n<li>\n<p>\u5b89\u88c5torch<\/p>\n<p> conda <span class=\"token function\">install<\/span> <span class=\"token assign-left variable\">pytorch<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">1.8<\/span>.0 torchvision torchaudio <span class=\"token assign-left variable\">cudatoolkit<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token number\">10.2<\/span> <span class=\"token comment\"># \u6ce8\u610f\u8fd9\u6761\u547d\u4ee4\u6307\u5b9aPytorch\u7684\u7248\u672c\u548ccuda\u7684\u7248\u672c<\/span><br \/>\nconda <span class=\"token function\">install<\/span> <span class=\"token assign-left variable\">pytorch<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">1.10<\/span>.0 torchvision torchaudio <span class=\"token assign-left variable\">cudatoolkit<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token number\">11.3<\/span> <span class=\"token comment\"># 30\u7cfb\u5217\u4ee5\u4e0a\u663e\u5361gpu\u7248\u672cpytorch\u5b89\u88c5\u6307\u4ee4<\/span><br \/>\nconda <span class=\"token function\">install<\/span> <span class=\"token assign-left variable\">pytorch<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">1.8<\/span>.0 <span class=\"token assign-left variable\">torchvision<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">0.9<\/span>.0 <span class=\"token assign-left variable\">torchaudio<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">0.8<\/span>.0 cpuonly <span class=\"token comment\"># CPU\u7684\u5c0f\u4f19\u4f34\u76f4\u63a5\u6267\u884c\u8fd9\u6761\u547d\u4ee4\u5373\u53ef<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083432-68020e989ebbd.png\" alt=\"image-20240925174904709\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083432-68020e98e1902.png\" alt=\"image-20240925180327434\" \/><\/p>\n<\/li>\n<li>\n<p>\u5b89\u88c5\u5176\u4ed6\u4f9d\u8d56\u5e93<\/p>\n<p> pip <span class=\"token function\">install<\/span> -v -e <span class=\"token builtin class-name\">.<\/span>\n <\/li>\n<\/ul>\n<p>\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e\u51fa\u73b0successfully\u8868\u793a\u4f60\u8fd9\u91cc\u7684\u5b89\u88c5\u57fa\u672c\u662f\u6ca1\u6709\u4ec0\u4e48\u95ee\u9898\u7684\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418083433-68020e991f8ae.png\" alt=\"image-20240925181159830\" 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