{"id":37692,"date":"2025-05-16T23:41:04","date_gmt":"2025-05-16T15:41:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/37692.html"},"modified":"2025-05-16T23:41:04","modified_gmt":"2025-05-16T15:41:04","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-2","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/37692.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528\u670d\u52a1\u5668\u8bad\u7ec3AI\u6a21\u578b"},"content":{"rendered":"<p>\u53c2\u8003\u535a\u5ba2&#xff1a;https:\/\/blog.csdn.net\/ECHOSON\/article\/details\/142530120 \u548chttps:\/\/blog.csdn.net\/ECHOSON\/article\/details\/144233535 \u672c\u6587\u4ec5\u662f\u81ea\u5df1\u5b66\u4e60\u4f7f\u7528&#xff0c;\u505a\u7b80\u5355\u8bb0\u5f55&#xff0c;\u5177\u4f53\u7ec6\u8282\u53ef\u89c1\u53c2\u8003\u535a\u5ba2\u5185\u5bb9\u3002<\/p>\n<h2>2025.03.11<\/h2>\n<h2>1.\u83b7\u53d6\u4e91\u670d\u52a1\u5668<\/h2>\n<h3>\u767b\u5f55\u84dd\u8015\u4e91<\/h3>\n<p>\u5730\u5740\u5982\u4e0b&#xff1a;https:\/\/cloud.lanyun.net\/#\/loginPage \u8fd9\u4e2a\u4e91\u670d\u52a1\u5668\u5bf9\u65b0\u4eba\u900130\u5757\u4ee3\u91d1\u5238&#xff0c;\u6bd4\u8f83\u53cb\u597d&#xff0c;\u65b0\u4eba\u53ef\u4ee5\u8003\u8651\u3002<\/p>\n<h3>\u65b0\u5efa\u4e00\u4e2a\u5bb9\u5668\u5b9e\u4f8b<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154100-68275c8c05310.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154100-68275c8c6188d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u6839\u636e\u81ea\u5df1\u7684\u60c5\u51b5&#xff0c;\u9009\u62e9\u5408\u9002\u7684\u5bb9\u5668\u3002\u4e00\u822c\u9009\u62e9\u6309\u91cf\u8ba1\u8d39&#xff0c;\u8fd9\u4e2a\u662f\u6839\u636e\u65f6\u95f4\u8ba1\u8d39\u7684&#xff0c;\u6240\u4ee5\u5728\u4e0d\u7528\u5bb9\u5668\u7684\u65f6\u5019&#xff0c;\u53ef\u4ee5\u5173\u673a&#xff0c;\u8fd9\u6837\u5c31\u4e0d\u4f1a\u8ba1\u8d39\u4e86\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154100-68275c8cb7d56.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u5bb9\u5668\u955c\u50cf\u9009\u62e9Miniconda&#xff0c;\u5e76\u4e14\u662f\u6700\u9ad8\u7248\u672c\u3002\u539f\u56e0\u662f\u5728conda\u4e0b\u53ef\u4ee5\u914d\u7f6e\u591a\u4e2a\u865a\u62df\u73af\u5883&#xff0c;\u800c\u4e14\u9ad8\u7248\u672c\u7684\u53ef\u4ee5\u5411\u4e0b\u517c\u5bb9\u3002\u5f53\u7136&#xff0c;\u4e5f\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u9879\u76ee\u6240\u9700&#xff0c;\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684\u955c\u50cf\u3002\u6211\u8fd9\u91cc\u9009\u62e9\u7684\u662fMiniconda&#xff0c;\u5e76\u4e14\u662f\u6700\u9ad8\u7248\u672c\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154101-68275c8d2e9af.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h2>2.\u4f7f\u7528\u4e91\u670d\u52a1\u5668<\/h2>\n<h3>\u5f00\u673a\u5e76\u4f7f\u7528<\/h3>\n<p>\u5f00\u673a\u540e&#xff0c;\u9009\u62e9JupyterLab <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154101-68275c8da33b2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u521b\u5efa\u4e00\u4e2a\u7ec8\u7aef <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154101-68275c8dec474.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u4e0b\u9762\u5217\u51fa\u4e00\u4e9b\u5e38\u7528\u7684Linux\u7cfb\u7edf\u7684\u547d\u4ee4&#xff0c;\u8fd9\u4e9b\u547d\u4ee4\u53ef\u4ee5\u5728\u7ec8\u7aef\u4e0a\u4f7f\u7528<\/p>\n<p><span class=\"token comment\"># \u663e\u793a\u5f53\u524d\u5de5\u4f5c\u76ee\u5f55<\/span><br \/>\n<span class=\"token builtin class-name\">pwd<\/span><br \/>\n<span class=\"token comment\"># \u5217\u51fa\u5f53\u524d\u76ee\u5f55\u7684\u6587\u4ef6<\/span><br \/>\n<span class=\"token function\">ls<\/span><br \/>\n<span class=\"token comment\"># \u5207\u6362\u76ee\u5f55<\/span><br \/>\n<span class=\"token builtin class-name\">cd<\/span> \/path\/to\/directory<br \/>\n<span class=\"token comment\"># \u521b\u5efa\u76ee\u5f55<\/span><br \/>\n<span class=\"token function\">mkdir<\/span> new_directory<br \/>\n<span class=\"token comment\"># \u5220\u9664\u7a7a\u76ee\u5f55<\/span><br \/>\n<span class=\"token function\">rmdir<\/span> empty_directory<br \/>\n<span class=\"token comment\"># \u8f6f\u4ef6\u5b89\u88c5<\/span><br \/>\nyum <span class=\"token function\">install<\/span> <span class=\"token punctuation\">[<\/span>\u8f6f\u4ef6<span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token function\">rpm<\/span> -ivh <span class=\"token punctuation\">[<\/span>\u8f6f\u4ef6\u5305<span class=\"token punctuation\">]<\/span>  <span class=\"token comment\">#\u5b89\u88c5 RPM \u5305<\/span><br \/>\n<span class=\"token comment\"># \u6587\u4ef6\u89e3\u538b\u7f29<\/span><br \/>\n<span class=\"token function\">tar<\/span> -xzvf file.tar.gz <span class=\"token comment\"># \u89e3\u538b tar.gz \u6587\u4ef6<\/span><br \/>\n7z x file.7z <span class=\"token comment\"># \u89e3\u538b 7z \u6587\u4ef6&#xff08;\u9700\u8981\u5b89\u88c5 p7zip&#xff09;<\/span><br \/>\n<span class=\"token comment\"># \u67e5\u770bgpu\u5229\u7528\u7387<\/span><br \/>\n<span class=\"token function\">watch<\/span> -n <span class=\"token number\">1<\/span> nvidia-smi<\/p>\n<p>\u4f7f\u7528\u547d\u4ee4&#xff1a;cd lanyun-tmp \u8fdb\u5165\u6570\u636e\u76d8&#xff0c;\u6570\u636e\u76d8\u5185\u5b58\u66f4\u5927\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154102-68275c8e46c91.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e0a\u4f20\u672c\u5730\u6587\u4ef6\u5230\u4e91\u670d\u52a1\u5668<\/h3>\n<p>\u7531\u4e8e\u6211\u4eec\u672c\u5730\u9700\u8981\u4e0a\u4f20\u7684\u6587\u4ef6\u6bd4\u8f83\u5927&#xff0c;\u901a\u8fc7\u76f4\u63a5\u62d6\u52a8\u4e0a\u4f20\u7684\u65b9\u5f0f\u53ef\u80fd\u8f83\u6162&#xff0c;\u6240\u4ee5\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u4e13\u4e1a\u7684\u6587\u4ef6\u4f20\u8f93\u8f6f\u4ef6xftp\u8fdb\u884c\u4e0a\u4f20&#xff0c;\u8f6f\u4ef6\u7684\u4e0b\u8f7d\u5730\u5740\u4f4d\u4e8e&#xff1a;https:\/\/www.xshell.com\/zh\/free-for-home-school\/&#xff0c;\u4e0b\u8f7d\u4e4b\u540e\u4f7f\u7528\u4f60\u5f97\u4e2a\u4eba\u90ae\u7bb1\u8fdb\u884c\u6ce8\u518c\u5373\u53ef\u3002 \u6211\u4eec\u9996\u5148\u9700\u8981\u4ece\u6211\u4eec\u7684\u670d\u52a1\u5668\u5b9e\u4f8b\u9875\u9762\u627e\u5230\u670d\u52a1\u5668\u7684\u5730\u5740\u3001\u7aef\u53e3\u53f7\u548c\u5bc6\u7801\u7b49\u4fe1\u606f\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154102-68275c8e649fa.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6253\u5f00xftp&#xff0c;\u70b9\u51fb\u5de6\u4e0a\u89d2\u7684\u65b0\u5efa&#xff0c;\u6839\u636e\u590d\u5236\u7684SSH&#xff0c;\u8f93\u5165\u76f8\u5173\u4fe1\u606f\u3002\u5982\u6211\u7684SSH\u662f&#xff1a;ssh -p 34683 root&#064;link.lanyun.net&#xff0c;\u90a3\u4e48\u6211\u5c31\u5e94\u8be5\u5982\u6b64\u586b\u5199&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154102-68275c8eb218a.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u70b9\u5f00 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154102-68275c8eca68d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u4ee5root\u8eab\u4efd\u767b\u5f55&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154102-68275c8eeb007.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u5c06\u5728\u84dd\u8015\u4e91\u7684\u5bc6\u7801\u590d\u5236\u4e0b\u6765&#xff0c;\u586b\u8fdb\u53bb <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154103-68275c8f06996.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154103-68275c8f34abb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u540e\u7eed\u76f4\u63a5\u91c7\u7528\u62d6\u62fd\u7684\u65b9\u5f0f\u5c31\u53ef\u4ee5\u4e0a\u4f20\u6587\u4ef6\u4e86\u3002\u4e0a\u4f20\u6587\u4ef6\u5efa\u8bae\u91c7\u7528\u538b\u7f29\u5305\u7684\u5f62\u5f0f\u4e0a\u4f20&#xff0c;\u5e76\u4e14\u4e0a\u4f20\u5230lanyun-tmp\u6570\u636e\u76d8&#xff0c;\u56e0\u4e3a\u6570\u636e\u76d8\u7684\u6570\u636e\u53ef\u4ee5\u505a\u6570\u636e\u8fc1\u79fb&#xff0c;\u8fd9\u6837\u4ee5\u540e\u5bb9\u5668\u88ab\u5360\u7528&#xff0c;\u5c31\u53ef\u4ee5\u518d\u5f00\u4e00\u4e2a\u5bb9\u5668\u3002<\/p>\n<h2>3. \u914d\u7f6e\u53ca\u4f7f\u7528<\/h2>\n<p>\u5728\u547d\u4ee4\u884c\u8f93\u5165conda init bash \u540e\u91cd\u542f&#xff0c;\u521d\u59cb\u5316\u73af\u5883 \u3002\u91cd\u542f\u540e&#xff0c; &#xff08;1&#xff09;\u914d\u7f6e\u955c\u50cf<\/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<\/p>\n<p>&#xff08;2&#xff09;\u521b\u5efa\u5e76\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>&#xff08;3&#xff09;\u5b89\u88c5torch<\/p>\n<p>pip3 <span class=\"token function\">install<\/span> torch torchvision torchaudio<\/p>\n<p>\u9a8c\u8bc1torch\u662f\u5426\u5b89\u88c5\u6210\u529f<\/p>\n<p>python<br \/>\n<span class=\"token function\">import<\/span> torch<br \/>\nprint<span class=\"token punctuation\">(<\/span>torch.cuda.is_available<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">))<\/span><br \/>\n\/\/\u8fd4\u56detrue \u540e<br \/>\nexit<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>&#xff08;4&#xff09;\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><br \/>\n\/\/\u6216\u8005 pip <span class=\"token function\">install<\/span> -r requirements.txt<\/p>\n<p>&#xff08;5&#xff09;\u8fd0\u884c\u76f8\u5173\u7684\u6587\u4ef6<\/p>\n<p>python \u6587\u4ef6\u540d<\/p>\n<hr \/>\n<h2>2024.12.19<\/h2>\n<h2>1.\u83b7\u53d6\u4e91\u670d\u52a1\u5668<\/h2>\n<p>\u8fd9\u91cc\u63a8\u8350AutoDL,\u7f51\u7ad9\u5982\u4e0b&#xff1a;https:\/\/www.autodl.com\/home<\/p>\n<h2>2.\u4e0b\u8f7dmobaxterm<\/h2>\n<p>\u5730\u5740&#xff1a;https:\/\/mobaxterm.mobatek.net\/download-home-edition.html<\/p>\n<h2>3.\u5728mobaxterm\u65b0\u5efa\u4e00\u4e2a\u4f1a\u8bdd\u8fdb\u884c\u670d\u52a1\u5668\u8bad\u7ec3<\/h2>\n<p>1.\u8f93\u5165\u4ece\u4e91\u670d\u52a1\u5668\u5f97\u5230\u7684\u7528\u6237\u540d\u548c\u5bc6\u7801&#xff0c;\u5bc6\u7801\u4e0d\u4f1a\u663e\u793a&#xff0c;\u53f3\u952e\u7c98\u8d34 2.\u67e5\u770b\u6570\u636e\u76d8\u6240\u5728\u4f4d\u7f6e&#xff0c;\u8fdb\u5165\u6570\u636e\u76d8\u4f4d\u7f6e&#xff0c;\u5c06\u672c\u5730\u6587\u4ef6\u901a\u8fc7\u62d6\u62fd\u65b9\u5f0f\u653e\u5728\u8fd9\u4e2a\u4f4d\u7f6e\u3002\u6ce8\u610f&#xff1a;\u6700\u597d\u62d6\u62fd\u6210\u538b\u7f29\u5305\u5f62\u5f0f&#xff0c;\u8fd9\u6837\u4e0a\u4f20\u66f4\u5feb\u3002 \u89e3\u538b\u547d\u4ee4&#xff1a;unzip \u6587\u4ef6\u540d <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250516154103-68275c8f4afaa.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 3.\u901a\u8fc7\u547d\u4ee4 cd \u6587\u4ef6\u540d \u7684\u65b9\u5f0f\u8fdb\u5165\u76ee\u6807\u6587\u4ef6\u5939&#xff0c;\u521d\u59cb\u5316\u73af\u5883 conda init bash \u540e\u91cd\u542f\u3002 4.\u91cd\u542f\u540e\u518d\u6b21\u8fdb\u5165\u76ee\u6807\u6587\u4ef6\u5939 &#xff08;1&#xff09;\u914d\u7f6e\u955c\u50cf<\/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<\/p>\n<p>&#xff08;2&#xff09;\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>&#xff08;3&#xff09;\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 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