{"id":29976,"date":"2025-04-20T14:56:24","date_gmt":"2025-04-20T06:56:24","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/29976.html"},"modified":"2025-04-20T14:56:24","modified_gmt":"2025-04-20T06:56:24","slug":"%e5%b5%8c%e5%85%a5%e5%bc%8f%e9%83%a8%e7%bd%b2%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c-%e7%94%a8autodl%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%a7%9f%e7%94%a8gpu%e8%ae%ad%e7%bb%83%e6%9c%ac%e5%9c%b0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/29976.html","title":{"rendered":"\u5d4c\u5165\u5f0f\u90e8\u7f72\u795e\u7ecf\u7f51\u7edc\u2014\u2014\u7528autodl\u670d\u52a1\u5668\u79df\u7528GPU\u8bad\u7ec3\u672c\u5730\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u6d41\u7a0b\u5168\u89e3\uff08\u8d85\u8be6\u7ec6\u3001Pycharm IDE\uff09"},"content":{"rendered":"

\u7b2c\u4e00\u6b65：\u767b\u5f55autodl\u5e73\u53f0\u9009\u62e9\u9002\u5408\u81ea\u5df1\u7684GPU\u670d\u52a1\u5668（\u53ef\u4ee5\u8fdb\u884c\u5b66\u751f\u8ba4\u8bc1）<\/span><\/p>\n

（1）autodl\u5b98\u7f51\u7f51\u5740：AutoDL\u7b97\u529b\u4e91 | \u5f39\u6027\u3001\u597d\u7528\u3001\u7701\u94b1\u3002\u79dfGPU\u5c31\u4e0aAutoDL<\/p>\n

\u6ce8\u610f\u8fd9\u4e2a\u7b97\u529b\u5e73\u53f0\u7ecf\u5e38\u51fa\u73b0\u5b9e\u4f8b\u88ab\u79df\u5b8c\u7684\u60c5\u51b5，\u672c\u4eba\u7684\u5efa\u8bae\u662f\u5047\u5982\u4f60\u7b2c\u4e8c\u5929\u8981\u7528，\u90a3\u4f60\u4eca\u5929\u665a\u4e0a0\u70b9\u7684\u65f6\u5019\u5c31\u767b\u9646\u8fdb\u6765，\u8fd9\u4e2a\u65f6\u5019\u4f1a\u6709\u4e0d\u5c11\u5b9e\u4f8b\u88ab\u91ca\u653e，\u7136\u540e\u6700\u597d\u591a\u9009\u62e9\u51e0\u4e2a\u5b9e\u4f8b，\u907f\u514d\u7b2c\u4e8c\u5929\u51fa\u73b0GPU\u4e0d\u8db3\u7684\u60c5\u51b5\u3002<\/p>\n

\"\"<\/p>\n

（2）\u7136\u540e\u6211\u9009\u62e9\u7684\u662f\u57fa\u7840\u955c\u50cf，\u4e5f\u5c31\u662f\u81ea\u5df1\u88c5\u73af\u5883，\u9009\u62e9\u5408\u9002\u7684pytorch\u7248\u672c<\/p>\n

\"\"<\/p>\n

（3）\u521b\u5efa\u5f00\u673a<\/p>\n

（4） \u70b9\u51fb\u63a7\u5236\u53f0<\/p>\n

（5）\u70b9\u51fb\u5bb9\u5668\u5b9e\u4f8b<\/p>\n

（6）\u70b9\u51fb\u5f00\u673a（\u6211\u5efa\u8bae\u9009\u62e9\u65e0\u5361\u5f00\u673a，\u4e5f\u5c31\u662f\u70b9\u51fb\u66f4\u591a，\u70b9\u51fb\u65e0\u5361\u5f00\u673a），\u65e0\u5361\u5f00\u673a\u610f\u601d\u5c31\u662f\u6b64\u65f6\u4f60\u4e0d\u5360\u7528GPU\u8d44\u6e90，\u5bb9\u6613\u51fa\u73b0\u7684\u95ee\u9898\u5c31\u662f\u4e0a\u6587\u6211\u8bf4\u7684\u4e0b\u6b21\u9009\u62e9\u6709\u5361\u5f00\u673a\u65f6，GPU\u88ab\u522b\u4eba\u5360\u4e86，\u8fd9\u4e2a\u65f6\u5019\u5c31\u975e\u5e38\u96be\u5d29\u4e86，\u4f46\u597d\u5904\u5c31\u662f\u4e00\u4e2a\u5c0f\u65f6\u4e00\u6bdb\u94b1，\u82b1\u8d77\u6765\u4e0d\u5fc3\u75bc，\u56e0\u4e3a\u4f60\u8981\u8fdb\u884c\u6bd4\u8f83\u957f\u65f6\u95f4\u7684\u6570\u636e\u4f20\u8f93，\u5c24\u5176\u662f\u4f60\u6570\u636e\u96c6\u975e\u5e38\u5927\u7684\u65f6\u5019（\u6bd4\u5982\u621118\u4e07\u5f20\u4e09\u901a\u9053png\u56fe\u50cf）<\/p>\n

（7）\u628a\u76f8\u5173\u7684\u767b\u5f55\u6307\u4ee4\u548c\u5bc6\u7801\u590d\u5236\u5230\u7b14\u8bb0\u4e2d，\u4fbf\u4e8e\u67e5\u770b\u590d\u5236<\/p>\n

\"\"<\/p>\n

\u7b2c\u4e8c\u6b65：\u914d\u7f6e\u73af\u5883<\/span>（\u63a5\u4e0b\u6765\u5f00\u59cb\u4e00\u8fb9\u8fdb\u884c\u73af\u5883\u7684\u914d\u7f6e，\u4e00\u8fb9\u8fdb\u884c\u6570\u636e\u7684\u4f20\u8f93（\u56e0\u4e3a\u6211\u662f\u5b66\u786c\u4ef6IC\u7684，\u5bf9\u4e8e\u5e76\u884c\u6548\u7387\u6bd4\u8f83\u5728\u610f，\u54c8\u54c8\u54c8，\u5f53\u7136\u4f60\u4e5f\u53ef\u4ee5\u4e00\u9879\u5e72\u5b8c\u518d\u5e72\u53e6\u4e00\u9879）<\/p>\n

（1）\u70b9\u51fbjupyter lab，\u7136\u540e\u70b9\u51fb\u7ec8\u7aef，\u8fdb\u5165\u5982\u4e0b\u754c\u9762<\/p>\n

\"\"<\/p>\n

（2）\u7136\u540e\u5f00\u59cbLinux\u6307\u4ee4\u8fdb\u884c\u521b\u5efa\u81ea\u5df1\u7684conda\u5e93（\u5bf9\u4e8e\u7ecf\u5e38\u70bc\u4e39\u7684\u670b\u53cb\u6765\u8bf4，windows\u7cfb\u7edf\u7684\u64cd\u4f5c\u80af\u5b9a\u4e0d\u964c\u751f，\u73b0\u5728\u8fdb\u884cLinux\u7aef\u7684\u6307\u4ee4）\u00a0<\/p>\n

（3）\u5148\u8f93\u5165\u6307\u4ee4：vim ~\/.bashrc，\u8fdb\u5165\u5982\u4e0b\u6240\u793a：<\/p>\n

\"\"<\/p>\n

（4）\u6309\u4e0b\u56de\u8f66，\u8fdb\u5165\u4e0b\u56fe<\/p>\n

\"\"<\/p>\n

（5）\u6309\u952e\u76d8\u4e0ai\u952e，\u53d8\u5316\u4e5f\u5c31\u662f\u591a\u4e86\u4e00\u884c，\u7136\u540e\u6ed1\u52a8\u6eda\u8f6e，\u5230\u73b0\u5728\u4ee3\u7801\u7684\u6700\u540e\u4e00\u884c\u6700\u540e\u4e00\u5217<\/p>\n

\"\"\u00a0<\/p>\n

（6） \u6309\u56de\u8f66\u5230\u4e0b\u4e00\u884c，\u8f93\u5165source \/root\/miniconda3\/etc\/profile.d\/conda.sh<\/p>\n

\"\"<\/p>\n

（7）\u8f93\u5165\u4e4b\u540e\u6309\u4e0bESC\u952e，\u5230\u4e0b\u4e00\u884c，\u7136\u540e\u8f93\u5165：wq\u00a0<\/p>\n

\"\"<\/p>\n

（8）\u6309\u4e0b\u56de\u8f66\u00a0，\u7ed3\u675f，\u56de\u5230\u521a\u5f00\u59cb\u7684\u754c\u9762<\/p>\n

\"\"<\/p>\n

（9）\u7136\u540e\u8f93\u5165bash，\u6309\u4e0benter，\u8fdb\u884c\u5237\u65b0\u4e00\u4e0b<\/p>\n

（10）\u5efa\u7acb\u81ea\u5df1\u7684\u865a\u62df\u73af\u5883，\u8f93\u5165\u6307\u4ee4：conda create -n jy\u00a0python=3.10（\u6b64\u5904\u7684jy\u662f\u4f60\u81ea\u5df1\u547d\u7684\u540d\u5b57）<\/p>\n

（11）\u63a5\u4e0b\u6765\u5c31\u8ddf\u8f6f\u4ef6\u7aef\u4e00\u81f4\u4e86，\u6309y，\u865a\u62df\u73af\u5883\u521b\u5efa\u597d\u4e86<\/p>\n

（12）\u7136\u540e\u8fdb\u5165\u865a\u62df\u73af\u5883：conda activate jy<\/p>\n

（13）\u6b64\u65f6\u4f60\u53ef\u4ee5\u5b8c\u5168\u5728\u6b64\u4e2a\u865a\u62df\u73af\u5883\u91cc\u88c5\u5e93\u4e86<\/p>\n

（14）\u6700\u5173\u952e\u7684\u662f\u7b2c\u56db\u6b65\u8981\u628a\u8fd9\u4e2a\u5728\u8fdc\u7aef\u670d\u52a1\u5668\u5efa\u7684\u865a\u62df\u73af\u5883\u52a0\u8f7d\u51fa\u6765，\u9009\u62e9\u6b63\u786e，\u7528\u4e8e\u8bad\u7ec3<\/p>\n

\u7b2c\u4e09\u6b65：\u4e0a\u4f20\u6570\u636e（\u4e0e\u8fdc\u7aef\u670d\u52a1\u5668\u8fdb\u884c\u5b9e\u65f6\u7684\u4ea4\u4e92）<\/span><\/p>\n

（1）\u6211\u5efa\u8bae\u4e0b\u8f7d\u5982\u4e0b\u4e24\u4e2a\u8f6f\u4ef6，\u53ef\u4ee5\u8fdb\u5165\u8f6f\u4ef6\u5b98\u7f51\u8fdb\u884c\u4e0b\u8f7d<\/p>\n

\"\"<\/p>\n

\u00a0（2）\u4e0b\u8f7d\u5b89\u88c5\u5b8c\u4e4b\u540e（\u6ca1\u6709\u989d\u5916\u7684\u6b65\u9aa4，\u5c31\u5b89\u88c5，\u4e00\u76f4\u70b9\u6211\u540c\u610f，\u4e0b\u4e00\u6b65\u5c31\u53ef\u4ee5），\u5148\u6253\u5f00\u7ea2\u8272\u7684，\u70b9\u51fb\u65b0\u5efa\u4f1a\u8bdd<\/p>\n

\"\"<\/p>\n

（3）\u534f\u8bae\u9009\u62e9SSH<\/p>\n

（4）\u4e3b\u673a\u5c31\u662f\u4e0a\u6587\u590d\u5236\u5230\u7b14\u8bb0\u4e2d\u7684\u00a0<\/p>\n

\"\"<\/p>\n

（5）\u586b\u5199\u5b8c\u6574\u4e4b\u540e，\u70b9\u51fb\u786e\u5b9a，\u70b9\u51fb\u786e\u5b9a\u4e4b\u540e\u8981\u586b\u7528\u6237\u540d\u79f0（\u4e00\u5f8b\u90fd\u662froot）\u548c\u5bc6\u7801（\u5982\u4e0a\u56fe\u7247），\u4e4b\u540e\u70b9\u51fb\u65b0\u5efa\u6587\u4ef6\u4f20\u8f93<\/p>\n

\"\"<\/p>\n

\u00a0（6）\u5f00\u59cb\u6587\u4ef6\u7684\u4f20\u8f93，\u5148\u8bbe\u7f6e\u597d\u6587\u4ef6\u7684\u76f8\u5173\u6620\u5c04<\/p>\n

\"\"<\/p>\n

（7） \u81f3\u6b64，\u5b8c\u6210\u6587\u4ef6\u7684\u4e0a\u4f20，\u7531\u4e8e\u6211\u7684\u6570\u636e\u96c6\u6bd4\u8f83\u5927，\u505a\u56fe\u50cf\u63a8\u7406\u90e8\u7f72\u7684，\u6240\u4ee5\u8fd9\u91cc\u5927\u6982\u8981\u7b49\u633a\u957f\u65f6\u95f4，\u6240\u4ee5\u6b64\u65f6\u5c31\u53ef\u4ee5\u4e0e\u7b2c\u4e8c\u6b65\u5e76\u884c\u8fdb\u884c\u3002<\/p>\n

\u7b2c\u56db\u6b65：pycharm\u8fde\u63a5（\u81f3\u5173\u91cd\u8981，\u5173\u7cfb\u80fd\u4e0d\u80fd\u6b63\u786e\u8fde\u63a5\u5230\u4f60\u4e0a\u6587\u6240\u505a\u7684\u90a3\u4e00\u5207，\u5982\u679c\u8fde\u63a5\u9519\u8bef，\u4f1a\u5f88\u7126\u707c\u7684，\u522b\u95ee\u6211\u600e\u4e48\u77e5\u9053\u7684）<\/span><\/p>\n

（1）\u4e0b\u8f7d\u4e13\u4e1a\u7248pycharm（\u793e\u533a\u7248\u4e0d\u5177\u5907ssh\u529f\u80fd）（\u5b66\u751f\u53ef\u4ee5\u5b66\u751f\u8ba4\u8bc1，\u514d\u8d39\u4f7f\u7528\u4e00\u5e74）<\/span><\/p>\n

（2）\u7136\u540e\u6253\u5f00\u81ea\u5df1\u7684\u9879\u76ee，\u70b9\u51fb\u53f3\u4e0b\u89d2<\/span><\/p>\n

\"\"<\/p>\n

（3）\u70b9\u51fb\u6dfb\u52a0\u65b0\u7684\u89e3\u91ca\u5668<\/p>\n

\"\"<\/p>\n

（4） \u9009\u62e9\u4e8essh<\/p>\n

（5）\u586b\u5199\u76f8\u5173\u7684\u4fe1\u606f（\u4e0a\u6587\u5df2\u7ecf\u8bf4\u8fc7）\"\"<\/p>\n

（6） \u70b9\u51fb\u4e0b\u4e00\u6b65，\u8f93\u5165\u5bc6\u7801，\u7136\u540e\u518d\u8fdb\u884c\u4e0b\u4e00\u6b65，\u6700\u5173\u952e\u7684\u5c31\u662f4\/4<\/p>\n

（7）\u4e00\u5b9a\u8981\u9009\u62e9\u7cfb\u7edf\u89e3\u91ca\u5668，\u4e0d\u662f\u7b2c\u4e00\u4e2a！！<\/p>\n

（8）\u89e3\u91ca\u5668\u7684\u4f4d\u7f6e\u9009\u62e9：root\u2014>miniconda3\u2014>envs\u2014>jy（\u4f60\u521a\u624d\u5efa\u7acb\u7684\u865a\u62df\u73af\u5883\u7684\u540d\u79f0）\u2014>bin\u2014>python（\u6211\u9009\u7684python3.10）<\/p>\n

（9）\u540c\u6b65\u6587\u4ef6\u5939，\u9009\u62e9\u7b2c\u4e09\u6b65\u7684\u4e8c\u8005\u76f8\u5bf9\u5e94\u7684\u4f4d\u7f6e<\/p>\n

（10）\u81f3\u6b64，\u5b8c\u6210\u4e86\u5168\u90e8，\u4e0d\u8fc7\u4f60\u9700\u8981\u7b49\u5f85\u89e3\u91ca\u5668\u7684\u66f4\u65b0\u4f20\u9012（\u6709\u53ef\u80fd\u6bd4\u8f83\u6162），\u8fd8\u6709\u6570\u636e\u96c6\u7684\u540c\u6b65，\u6211\u8fd9\u592a\u5927\u4e86，\u5bfc\u81f4\u5f88\u6162，\u53ef\u4ee5\u9009\u62e9\u65e0\u5361\u5f00\u673a，\u4e0a\u4f20\u4f1a\u5feb\u4e00\u70b9<\/p>\n

（11）\u70b9\u51fb\u6587\u4ef6（files）\u2014\u2014>\u8bbe\u7f6e（settings）\u2014\u2014>\u9879\u76ee：\u53ef\u5206\u79bb\u5377\u79ef\u2014\u2014>python\u89e3\u91ca\u5668,\u89c2\u770b\u8f6f\u4ef6\u5305，\u82e5\u6709\u4f60\u5728\u8fdc\u7aef\u670d\u52a1\u5668conda\u88c5\u7684\u6240\u6709\u5305，\u8bc1\u660e\u6210\u529f<\/p>\n

\"\"<\/p>\n

（12）\u6211\u7684\u8fd8\u7206\u7ea2\u4f30\u8ba1\u662f\u6ca1\u53cd\u5e94\u8fc7\u6765，\u4e0d\u540c\u6b65，\u5b9e\u9645\u8fd0\u884c\u9519\u8bef\u4e0d\u4f1a\u662f\u5c11\u5e93\u4e86<\/p>\n

（13）\u63d0\u793a\u4e00\u70b9，\u8fd9\u4e2a\u6a21\u578b\u4e00\u5b9a\u8981\u6539\u6210\u76f8\u5bf9\u8def\u5f84，\u4e0d\u8981\u4f7f\u7528\u7edd\u5bf9\u8def\u5f84\u3002<\/p>\n

（13）\u4e4b\u540e\u7528GPU\u8c03\u8bd5\u6a21\u578b\u5c31OK\u4e86，\u4fee\u6539\u6a21\u578b\u8ba9\u5176\u53c2\u6570\u91cf\u4e0b\u964d（\u6df1\u5ea6\u53ef\u5206\u79bb\u5377\u79ef），\u4f46\u662f\u51c6\u786e\u5ea6\u80af\u5b9a\u6709\u5f71\u54cd，\u8fd9\u65f6\u53ef\u4ee5\u9009\u62e9\u53cc\u5206\u652f\u7ed3\u6784\u7b49\u7b49\u4fee\u6539\u7f51\u7edc\u7ed3\u6784，\u6df1\u5ea6\u53ef\u5206\u79bb\u5377\u79ef\u7684\u53c2\u6570\u91cf\u5927\u5927\u51cf\u5c11，\u6781\u5927\u7684\u51cf\u5c11\u4e86\u8d44\u6e90\u6d88\u8017，\u5728FPGA\u7aef\u90e8\u7f72\u6709\u660e\u663e\u4f18\u52bf\u3002<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"

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