{"id":12188,"date":"2025-04-18T19:22:57","date_gmt":"2025-04-18T11:22:57","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/12188.html"},"modified":"2025-04-18T19:22:57","modified_gmt":"2025-04-18T11:22:57","slug":"autodl%e4%bd%bf%e7%94%a8%e6%95%99%e7%a8%8b-1-%e5%88%9b%e5%bb%ba%e5%ae%9e%e4%be%8b-2-%e4%bd%bf%e7%94%a8mobaxterm%e8%bf%9e%e6%8e%a5%e8%bf%9c%e7%a8%8b%e6%9c%8d%e5%8a%a1%e5%99%a8-3-%e9%85%8d%e7%bd%ae","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/12188.html","title":{"rendered":"AutoDL\u4f7f\u7528\u6559\u7a0b 1.\u521b\u5efa\u5b9e\u4f8b 2.\u4f7f\u7528MobaXterm\u8fde\u63a5\u8fdc\u7a0b\u670d\u52a1\u5668 3.\u914d\u7f6e\u73af\u5883 4.\u5728\u672c\u5730\u6d4f\u89c8\u5668\u5b9e\u65f6\u67e5\u770btensorboard\u66f2\u7ebf"},"content":{"rendered":"<p>\u63d0\u793a&#xff1a;\u6587\u7ae0\u5199\u5b8c\u540e&#xff0c;\u76ee\u5f55\u53ef\u4ee5\u81ea\u52a8\u751f\u6210&#xff0c;\u5982\u4f55\u751f\u6210\u53ef\u53c2\u8003\u53f3\u8fb9\u7684\u5e2e\u52a9\u6587\u6863<\/p>\n<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u4e00\u3001\u521b\u5efa\u5b9e\u4f8b<\/li>\n<li>\u4e8c\u3001\u4f7f\u7528MobaXterm\u8fde\u63a5\u8fdc\u7a0b\u670d\u52a1\u5668<\/li>\n<li>\u4e09\u3001\u914d\u7f6e\u73af\u5883<\/li>\n<li>\u56db\u3001\u5728\u672c\u5730\u6d4f\u89c8\u5668\u5b9e\u65f6\u67e5\u770btensorboard\u66f2\u7ebf<\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e00\u3001\u521b\u5efa\u5b9e\u4f8b<\/h2>\n<p>1.\u8fdb\u5165AutoDL\u5b98\u7f51  2.\u70b9\u5f00\u7b97\u529b\u5e02\u573a <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112248-68023608f1f6a.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 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alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 5.\u7136\u540e&#xff0c;\u7acb\u5373\u5173\u673a&#xff01;&#xff01;\u56e0\u4e3a\u540e\u7eed\u7684\u64cd\u4f5c\u6bd4\u5982 \u8fde\u63a5MobaXterm&#xff0c;\u914d\u7f6e\u73af\u5883&#xff0c;\u4e0a\u4f20\u6570\u636e\u7b49\u7b49\u90fd\u662f\u9700\u8981\u65f6\u95f4\u7684&#xff0c;\u6b64\u65f6\u5e76\u4e0d\u9700\u8981GPU\u3002\u70b9\u51fb\u66f4\u591a&#xff0c;\u518d\u70b9\u51fb\u65e0\u5361\u6a21\u5f0f\u5f00\u673a\u5373\u53ef <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112251-6802360b7e5f6.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 6.\u6ce8\u610f&#xff01;\u5f00\u673a\u4e4b\u540e\u4f60\u79df\u7684\u670d\u52a1\u5668\u4e0a\u7684\u6570\u636e\u53ea\u4f1a\u4fdd\u5b5815\u5929&#xff0c;\u4f46\u662f\u5173\u6ce8\u4e86\u516c\u4f17\u53f7\u4e4b\u540e&#xff0c;\u4ed6\u4f1a\u63d0\u9192\u4f60\u5b9e\u4f8b\u5c06\u8981\u91ca\u653e&#xff0c;\u5982\u679c\u8fd8\u9700\u8981\u539f\u6765\u7684\u73af\u5883\u548c\u6570\u636e&#xff0c;\u53ef\u4ee5\u767b\u9646\u4e00\u4e0b\u7136\u540e\u65e0\u5361\u5f00\u673a1\u79d2\u518d\u5173\u6389&#xff01;&#xff01;\u590d\u5236\u767b\u5f55\u6307\u4ee4\u548c\u5bc6\u7801&#xff0c;\u5c31\u53ef\u4ee5\u8fdeMobaXterm\u4f7f\u7528\u4e86 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112252-6802360c24e3c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<hr \/>\n<h2>\u4e8c\u3001\u4f7f\u7528MobaXterm\u8fde\u63a5\u8fdc\u7a0b\u670d\u52a1\u5668<\/h2>\n<p>\u867d\u7136AutoDL\u662f\u63d0\u4f9b\u4e86\u4ea4\u4e92\u5e73\u53f0\u548c\u64cd\u4f5c\u754c\u9762\u7684&#xff0c;\u4f46\u662f\u4e0a\u4f20\u6587\u4ef6\u9700\u8981\u901a\u8fc7\u963f\u91cc\u4e91\u76d8&#xff0c;\u4e0d\u662f\u5f88\u65b9\u4fbf&#xff0c;\u6240\u4ee5\u6211\u7528\u7684MobaXterm&#xff0c;\u8fde\u63a5\u548c\u4f20\u6587\u4ef6\u560e\u560e\u597d\u7528&#xff01;&#xff01; 1.\u9996\u5148&#xff0c;\u4ece\u5b98\u7f51\u4e0b\u8f7dMobaXterm 2.\u4e0b\u8f7d\u5b8c\u6210\u4e4b\u540e&#xff0c;\u6253\u5f00MobaXterm&#xff0c;\u70b9\u51fb\u5de6\u4e0a\u89d2\u7684Session <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112252-6802360cbbc53.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 3.\u70b9\u51fbSSH&#xff0c;\u7136\u540e\u586b\u5199\u4e0a\u9762\u590d\u5236\u7684\u767b\u5f55\u6307\u4ee4\u548c\u5bc6\u7801&#xff0c;\u6211\u7684\u662f\u8fd9\u6837\u7684&#xff1a; ssh -p 25208 root&#064;connect.westc.gpuhub.com \u8fd9\u91cc\u7684ssh\u4ee3\u8868\u4f20\u8f93\u534f\u8bae&#xff0c;-p\u4ee3\u8868\u7aef\u53e3\u53f7&#xff0c;25208\u5c31\u662f\u8981\u8f93\u5165\u7684\u7aef\u53e3\u53f7&#xff0c;root\u662f\u7528\u6237\u540d&#xff0c;\u4e5f\u662f\u7ba1\u7406\u5458\u7528\u6237&#xff0c;connect.westc.gpuhub.com\u5c31\u662f\u8fdc\u7a0b\u4e3b\u673a\u7684\u5730\u5740\u3002\u6ce8\u610f&#xff01;&#xff01;\u628a\u7b2c\u4e8c\u4e2a\u52fe\u9009\u4e00\u4e0b&#xff0c;\u7136\u540e\u586broot&#xff0c;\u8fd9\u6837\u4e0b\u6b21\u8fde\u63a5\u5c31\u4e0d\u7528\u8f93\u7528\u6237\u540d\u548c\u5bc6\u7801\u4e86\u3002\u70b9\u51fbok <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112253-6802360d6a1ef.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 4.\u590d\u5236\u5bc6\u7801&#xff0c;\u53f3\u952e\u7c98\u8d34&#xff0c;\u5373\u53ef\u767b\u5f55\u6210\u529f\u3002\u5de6\u8fb9\u8fd9\u91cc\u4f1a\u591a\u51fa\u4e00\u4e2a\u5730\u5740&#xff0c;\u5e76\u4e14\u4f60\u4f1a\u770b\u5230\u4fdd\u5b58\u7684\u7528\u6237\u540d&#xff08;root&#xff09;&#xff0c;\u4e0b\u6b21\u518d\u5f00\u673a\u767b\u5f55&#xff08;\u53ea\u6709\u5f00\u673a\u7684\u65f6\u5019\u624d\u80fd\u8fde\u63a5\u4e0a&#xff09;\u76f4\u63a5\u53cc\u51fb\u5730\u5740\u5c31\u884c\u4e86 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112253-6802360d9945c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>5.\u9996\u6b21\u767b\u5f55\u521d\u59cb\u5316 \u7528\u6237\u9996\u6b21\u767b\u5f55\u540e&#xff0c;\u4fbf\u53ef\u4ee5\u4f7f\u7528conda\u547d\u4ee4\u4e86\u3002\u9996\u6b21\u767b\u5f55\u9700\u8981\u6b64\u6848\u6fc0\u6d3bbase\u73af\u5883&#xff0c;\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4&#xff0c;\u521d\u59cb\u5316 conda&#xff0c;\u4ee5\u4f7f\u7528\u5171\u4eab conda \u73af\u5883<\/p>\n<p>conda init bash<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112254-6802360e4c0e3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 6.\u7136\u540e\u9000\u51fa&#xff0c;\u91cd\u65b0\u8fdb\u5165&#xff0c;\u5c31\u53ef\u4ee5\u770b\u5230\u7ec8\u7aef\u7684\u63d0\u793a\u7b26\u524d\u9762\u5e26\u4e86\u4e00\u4e2a(base)\u7684\u5b57\u6837\u3002\u6570\u636e\u53ef\u4ee5\u653e\u5728autodl-tmp\u91cc&#xff0c;\u8fd9\u662f\u6570\u636e\u76d8&#xff0c;&#xff08;\u4e4b\u540e\u4fdd\u5b58\u955c\u50cf\u7684\u65f6\u5019\u8bb0\u5f97\u52fe\u9009\u6570\u636e\u76d8&#xff09; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112255-6802360f027db.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 7.\u7136\u540e\u53ef\u4ee5\u628a\u4f60\u7684\u4ee3\u7801\u548c\u6570\u636e\u4e0a\u4f20\u4e0a\u6765&#xff0c;\u76f4\u63a5\u628a\u6587\u4ef6\u62d6\u8fdb\u7a7a\u767d\u533a\u57df&#xff0c;\u6216\u8005\u70b9\u51fb\u4e0a\u4f20\u6587\u4ef6\u7684\u6309\u94ae&#xff0c;\u975e\u5e38\u65b9\u4fbf <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112255-6802360fad4e2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<hr \/>\n<h2>\u4e09\u3001\u914d\u7f6e\u73af\u5883<\/h2>\n<p>\u5982\u679c\u4f60\u60f3\u62e5\u6709\u4e0d\u540c\u7248\u672c\u7684python&#xff0c;\u6216\u8005\u5176\u4ed6\u7684&#xff0c;\u5c31\u8981\u65b0\u5efa\u865a\u62df\u73af\u5883\u4e86<\/p>\n<p>1.\u521b\u5efa\u65b0\u73af\u5883&#xff08;\u6bd4\u5982\u8fd9\u91cc\u7684\u73af\u5883\u540d\u79f0\u53eb py39&#xff09;&#xff0c;\u540c\u65f6\u6307\u5b9a\u4f60\u9700\u8981\u7684python\u7248\u672c<\/p>\n<p>conda create <span class=\"token operator\">&#8211;<\/span>n py39 python<span class=\"token operator\">&#061;<\/span><span class=\"token number\">3.9<\/span><\/p>\n<p>2.\u8fdb\u5165\u65b0\u73af\u5883<\/p>\n<p>conda activate py39<\/p>\n<p>3.\u5b89\u88c5torch&#xff08;\u6ce8\u610f\u4e00\u5b9a\u8981\u548c\u81ea\u5df1\u521b\u5efa\u5b9e\u4f8b\u7684\u73af\u5883\u76f8\u5bf9\u5e94&#xff09;&#xff0c;\u4f8b\u5982\u6211\u8fd9\u91cc\u7684<\/p>\n<p>pip3 install torch<span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">2.3<\/span><span class=\"token number\">.0<\/span> torchvision<span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">0.18<\/span><span class=\"token number\">.0<\/span>  <span class=\"token operator\">&#8212;<\/span>index<span class=\"token operator\">&#8211;<\/span>url https<span class=\"token operator\">:<\/span><span class=\"token comment\">\/\/download.pytorch.org\/whl\/cu118<\/span><\/p>\n<p>4.\u7136\u540e\u4f60\u53ef\u4ee5\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u81ea\u5df1\u9700\u8981\u7684\u5305&#xff0c;\u4f60\u4e5f\u53ef\u4ee5\u628a\u539f\u6765\u7684\u4ee3\u7801\u73af\u5883\u5bfc\u51fa\u6765&#xff0c;\u7528\u5982\u4e0b\u8bed\u53e5&#xff1a;<\/p>\n<p>pip freeze <span class=\"token operator\">&gt;<\/span> requirements<span class=\"token punctuation\">.<\/span>txt<\/p>\n<p>5.\u628a\u8fd9\u4e2arequirements.txt\u4e0a\u4f20\u5230\u670d\u52a1\u5668\u4e0a&#xff0c;cd\u5230\u5bf9\u5e94\u7684\u76ee\u5f55\u91cc&#xff0c;\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u8bed\u53e5\u5c31\u53ef\u4ee5\u628a\u539f\u672c\u7684\u9879\u76ee\u73af\u5883\u91cd\u65b0\u5b89\u88c5\u5230\u73b0\u5728\u7684\u865a\u62df\u73af\u5883\u91cc&#xff0c;\u4e00\u6b65\u5230\u4f4d<\/p>\n<p>pip install <span class=\"token operator\">&#8211;<\/span>r requirements<span class=\"token punctuation\">.<\/span>txt<\/p>\n<p>\u5982\u679c\u4e0d\u4f7f\u7528&#xff0c;\u8bb0\u5f97\u53ca\u65f6\u5173\u673a&#xff01;&#xff01;\u4e0d\u7136\u4f1a\u4e00\u76f4\u70e7\u94b1\u7684\u3002\u3002\u3002<\/p>\n<hr \/>\n<h2>\u56db\u3001\u5728\u672c\u5730\u6d4f\u89c8\u5668\u5b9e\u65f6\u67e5\u770btensorboard\u66f2\u7ebf<\/h2>\n<p>1.\u5207\u6362log\u76ee\u5f55 \u9996\u5148\u7ed3\u675f\u9ed8\u8ba4\u542f\u52a8\u7684tensorboard\u8fdb\u7a0b&#xff0c;\u6267\u884c\u547d\u4ee4&#xff1a;<\/p>\n<p>ps <span class=\"token operator\">&#8211;<\/span>ef <span class=\"token operator\">|<\/span> grep tensorboard <span class=\"token operator\">|<\/span> awk <span class=\"token string\">&#039;{print $2}&#039;<\/span> <span class=\"token operator\">|<\/span> xargs kill <span class=\"token operator\">&#8211;<\/span><span class=\"token number\">9<\/span><\/p>\n<p>2.\u7136\u540e\u8fd0\u884c\u4ee5\u4e0b\u8bed\u53e5&#xff0c;\/home\/Hanjing\/Toothseg\/my_net\/model\/log\/\u6362\u6210\u81ea\u5df1\u7684log\u7edd\u5bf9\u8def\u5f84&#xff0c;\u8fd9\u91cc\u7684\u7aef\u53e3\u53f76008\u4e5f\u662f\u53ef\u4ee5\u66f4\u6362\u7684<\/p>\n<p>tensorboard <span class=\"token operator\">&#8212;<\/span>port <span class=\"token number\">6008<\/span> <span class=\"token operator\">&#8212;<\/span>logdir <span class=\"token operator\">\/<\/span>home<span class=\"token operator\">\/<\/span>Hanjing<span class=\"token operator\">\/<\/span>Toothseg<span class=\"token operator\">\/<\/span>my_net<span class=\"token operator\">\/<\/span>model<span class=\"token operator\">\/<\/span>log<span class=\"token operator\">\/<\/span> <span class=\"token operator\">&#8212;<\/span>bind_all<\/p>\n<p>3.\u50cf\u8fd9\u6837\u5c31\u662f\u8fd0\u884c\u6210\u529f\u4e86 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112255-6802360fbdaab.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> 4.\u5728\u672c\u5730\u6d4f\u89c8\u5668\u8f93\u5165\u7ed9\u51fa\u7684\u7f51\u5740&#xff08;\u7ea2\u6846\u91cc\u7684&#xff09;&#xff0c;\u5c31\u53ef\u4ee5\u6253\u5f00tensorboard\u754c\u9762\u4e86<\/p>\n<p>http<span class=\"token operator\">:<\/span><span class=\"token comment\">\/\/ubuntu-4090:6008\/ <\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418112255-6802360fdd4b9.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<hr \/>\n<p>#AutoDL #GPU #\u79df\u663e\u5361 #MobaXterm #\u8fdc\u7a0b\u8fde\u63a5\u670d\u52a1\u5668 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