{"id":12525,"date":"2025-04-18T19:38:02","date_gmt":"2025-04-18T11:38:02","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/12525.html"},"modified":"2025-04-18T19:38:02","modified_gmt":"2025-04-18T11:38:02","slug":"pycharmssh%e8%b7%b3%e6%9d%bf%e6%9c%ba%e6%9c%8d%e5%8a%a1%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/12525.html","title":{"rendered":"PyCharm+ssh\u8df3\u677f\u673a+\u670d\u52a1\u5668"},"content":{"rendered":"<h2>PyCharm&#043;ssh\u8df3\u677f\u673a&#043;\u670d\u52a1\u5668<\/h2>\n<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>PyCharm&#043;ssh\u8df3\u677f\u673a&#043;\u670d\u52a1\u5668<\/li>\n<li>\n<ul>\n<li>\u51c6\u5907\u5de5\u4f5c<\/li>\n<li>\n<ul>\n<li>\u767b\u5f55\u670d\u52a1\u5668<\/li>\n<li>\u67e5\u770bCUDA<\/li>\n<li>\u67e5\u770bconda<\/li>\n<li>\u521b\u5efa\u865a\u62df\u73af\u5883<\/li>\n<\/ul>\n<\/li>\n<li>\u524d\u8a00<\/li>\n<li>\u914d\u7f6essh\u514d\u5bc6\u767b\u5f55<\/li>\n<li>\u8bbe\u7f6essh\u96a7\u9053<\/li>\n<li>\u914d\u7f6epycharm<\/li>\n<li>\u6d4b\u8bd5<\/li>\n<li>\n<ul>\n<li>\u7b2c\u4e00\u79cd<\/li>\n<li>\u7b2c\u4e8c\u79cd<\/li>\n<\/ul>\n<\/li>\n<li>\u670d\u52a1\u5668\u7a7a\u95f2\u67e5\u8be2<\/li>\n<li>\u4f20\u8f93\u6570\u636e<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u51c6\u5907\u5de5\u4f5c<\/h3>\n<h4>\u767b\u5f55\u670d\u52a1\u5668<\/h4>\n<p>\u76f4\u63a5ssh\u8fde\u63a5\u5c31\u884c,\u5728\u7ec8\u7aef(\u547d\u4ee4\u884c)\u76f4\u63a5\u8f93\u5165\u4e0b\u9762\u547d\u4ee4:<\/p>\n<li>\u8df3\u677f\u673a&#xff1a;ssh \u8df3\u677f\u673a\u7528\u6237\u540d&#064;\u8df3\u677f\u673aip -p \u7aef\u53e3\u53f7 \u5bc6\u7801&#xff1a;xxx<\/li>\n<li>\u5185\u7f51\u670d\u52a1\u5668&#xff1a;ssh \u5185\u7f51\u670d\u52a1\u5668\u7528\u6237\u540d&#064;\u5185\u7f51\u670d\u52a1\u5668ip -p \u7aef\u53e3\u53f7 -i \u79c1\u94a5\u6587\u4ef6<\/li>\n<p>\u767b\u9646\u540e\u518d cd \/data0\/qiujielv \u7136\u540e\u5728\u4e0b\u9762\u521b\u5efa\u4e00\u4e2a\u6587\u4ef6\u5939\u91cc\u9762\u653e\u81ea\u5df1\u7684\u4ee3\u7801\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113754-68023992ea362.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u67e5\u770bCUDA<\/h4>\n<p>\u4f7f\u7528nvidia-smi\u547d\u4ee4\u67e5\u770bCUDA\u7248\u672c&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113755-6802399345ac3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u67e5\u770bconda<\/h4>\n<p>\u670d\u52a1\u5668\u5df2\u7ecf\u63d0\u524d\u5b89\u88c5\u4e86conda&#xff0c;\u4f7f\u7528conda &#8211;version\u547d\u4ee4\u67e5\u770bconda\u7248\u672c&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113755-680239937368d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u5982\u679c\u6ca1\u6709\u5b89\u88c5conda&#xff0c;\u5219\u8fd8\u9700\u8981\u5b89\u88c5conda\u3002<\/p>\n<h4>\u521b\u5efa\u865a\u62df\u73af\u5883<\/h4>\n<p>\u8fd9\u90e8\u5206\u53c2\u8003\u535a\u5ba2\u3002<\/p>\n<p>\u8f93\u5165\u6b64\u6761\u6307\u4ee4\u521b\u5efaconda\u865a\u62df\u73af\u5883,\u53ef\u4ee5\u81ea\u5df1\u66f4\u6539\u540d\u79f0\u548cpython\u7248\u672c&#xff1a;<\/p>\n<p>conda create -n \u81ea\u5df1\u8f93\u5165\u540d\u79f0 python&#061;\u7248\u672c\u53f7<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113755-680239937f96d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113755-68023993ef9dd.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8f93\u5165\u4e0b\u884c\u4ee3\u7801\u6fc0\u6d3b\u521a\u624d\u521b\u5efa\u7684\u73af\u5883,\u4e3b\u8981\u540d\u79f0\u8981\u4e0e\u4e4b\u524d\u521b\u5efa\u65f6\u8bbe\u7f6e\u7684\u540d\u79f0\u76f8\u5e94:<\/p>\n<p>conda activate \u540d\u79f0<\/p>\n<p>\u4f8b\u5982\u6211\u4eec\u8f93\u5165conda activate lxl\u6fc0\u6d3b\u521a\u624d\u521b\u5efa\u7684\u865a\u62df\u73af\u5883&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113756-68023994631cd.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><font color=\"red\">\u9700\u8981\u5728\u865a\u62df\u73af\u5883\u4e2d\u91cd\u65b0\u5b89\u88c5\u5305<\/font>\u5982jupyter&#xff0c;d2l&#xff0c;\u8fd9\u90e8\u5206\u8df3\u5230\u914d\u7f6epycharm\u955c\u50cf\u6e90\u3002<\/p>\n<p><font color=\"red\">\u540c\u6837\u9700\u8981\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5PyTorch<\/font>\u3002\u6fc0\u6d3b\u865a\u62df\u73af\u5883\u540e\u8fdb\u5165PyTorch\u5b98\u7f51\u4e0b\u8f7d\u5bf9\u5e94\u7248\u672c\u7684pytorch(GPU\u7248\u672c)&#xff0c;\u670d\u52a1\u5668\u662fLinux&#xff0c;\u524d\u9762\u770b\u5230CUDA\u7248\u672c\u4e3a11.4\u3002<\/p>\n<p>\u9996\u5148\u901a\u8fc7conda list\u547d\u4ee4\u770b\u5230\u865a\u62df\u73af\u5883\u4e2d\u6ca1\u6709\u5b89\u88c5pytorch&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113756-68023994712f9.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u4e0b\u8f7d\u5bf9\u5e94\u7248\u672c\u7684pytorch(\u4f7f\u7528pip\u6216\u8005conda\u547d\u4ee4\u90fd\u884c&#xff0c;\u8fd9\u91cc\u7528\u4e86conda\u547d\u4ee4)&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113756-68023994b8f2a.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113757-6802399500506.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113757-68023995a28e3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u4e0b\u8f7d\u5b8c\u6210&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113758-6802399650bf1.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u901a\u8fc7conda list\u547d\u4ee4\u53ef\u4ee5\u770b\u5230\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u4e86pytorch&#xff1a; <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113758-68023996ac0d0.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u524d\u8a00<\/h3>\n<p>pycharm\u8fde\u63a5\u5185\u7f51\u670d\u52a1\u5668\u5fc5\u987b\u901a\u8fc7\u8df3\u677f\u673a&#xff0c;\u8fd9\u79cd\u60c5\u51b5\u4e0bpycharm\u7684\u914d\u7f6e\u5219\u6bd4\u8f83\u590d\u6742&#xff0c;\u9700\u8981\u4f7f\u7528ssh\u514d\u5bc6\u767b\u5f55\u548cssh\u96a7\u9053\u3002\u5982\u679c\u4e0d\u662f\u5185\u7f51\u670d\u52a1\u5668\u5219pycharm\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355\u3002<\/p>\n<p>\u4e0b\u9762\u4ecb\u7ecd\u7684\u90fd\u662fpycharm\u901a\u8fc7\u8df3\u677f\u673a\u8fde\u63a5\u5185\u7f51\u670d\u52a1\u5668\u3002<\/p>\n<h3>\u914d\u7f6essh\u514d\u5bc6\u767b\u5f55<\/h3>\n<p>\u914d\u7f6e\u8df3\u677f\u673a\u548c\u670d\u52a1\u5668\u7684\u514d\u5bc6\u767b\u5f55&#xff0c;\u5b9e\u73b0\u65b9\u5f0f\u6709\u591a&#xff0c;\u8fd9\u91cc\u53ea\u5217\u51fa\u4e86\u4e00\u79cd\u65b9\u5f0f\u3002<\/p>\n<ul>\n<li>\u5728\u672c\u5730\u914d\u7f6e \u5230\u672c\u5730C:\\\\Users\\\\&lt;Administrator&gt;\\\\.ssh\u6587\u4ef6\u5939\u4e0b\u627e\u5230 config\u6587\u4ef6(.ssh\u6587\u4ef6\u5939\u6ca1\u6709&#xff0c;\u5c31\u65b0\u5efa\u4e2a&#xff1b; config\u6587\u4ef6\u6ca1\u6709&#xff0c;\u5c31\u65b0\u5efa\u4e2a)&#xff0c;\u5728config\u6587\u4ef6\u4e2d\u8f93\u5165\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<\/li>\n<\/ul>\n<p>Host <span class=\"token operator\">*<\/span><br \/>\n    ControlPersist yes<br \/>\n    ControlMaster auto<br \/>\n    ControlPath <span class=\"token operator\">~<\/span><span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>ssh<span class=\"token operator\">\/<\/span><span class=\"token operator\">%<\/span>n<span class=\"token punctuation\">:<\/span><span class=\"token operator\">%<\/span>p<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113759-680239976467f.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u540c\u65f6&#xff0c;\u8fd8\u9700\u8981\u5728 config\u6587\u4ef6\u4e2d\u518d\u6dfb\u52a0\u5982\u4e0b\u5185\u5bb9&#xff1a;<\/p>\n<p>Host <span class=\"token operator\">&lt;<\/span>jump<span class=\"token operator\">&gt;<\/span><br \/>\n    HostName <span class=\"token operator\">&lt;<\/span>x1<span class=\"token punctuation\">.<\/span>x1<span class=\"token punctuation\">.<\/span>x1<span class=\"token punctuation\">.<\/span>x1<span class=\"token operator\">&gt;<\/span><br \/>\n    User <span class=\"token operator\">&lt;<\/span>xxx<span class=\"token operator\">&gt;<\/span><br \/>\n    Port <span class=\"token operator\">&lt;<\/span>xxx<span class=\"token operator\">&gt;<\/span><\/p>\n<p>Host <span class=\"token operator\">&lt;<\/span>remote<span class=\"token operator\">&gt;<\/span><br \/>\n    HostName <span class=\"token operator\">&lt;<\/span>x2<span class=\"token punctuation\">.<\/span>x2<span class=\"token punctuation\">.<\/span>x2<span class=\"token punctuation\">.<\/span>x2<span class=\"token operator\">&gt;<\/span><br \/>\n    User <span class=\"token operator\">&lt;<\/span>xxx<span class=\"token operator\">&gt;<\/span><br \/>\n    Port <span class=\"token operator\">&lt;<\/span>xxx<span class=\"token operator\">&gt;<\/span><br \/>\n    ProxyCommand ssh <span class=\"token operator\">&#8211;<\/span>q <span class=\"token operator\">&#8211;<\/span>W <span class=\"token operator\">%<\/span>h<span class=\"token punctuation\">:<\/span><span class=\"token operator\">%<\/span>p <span class=\"token operator\">&lt;<\/span>jump<span class=\"token operator\">&gt;<\/span><\/p>\n<p>\u8fd9\u91cc\u7684&lt;jump&gt;\u662f\u6307\u8df3\u677f\u673a&#xff0c;\u53ef\u4ee5\u6539\u6210\u559c\u6b22\u7684\u540d\u5b57&#xff0c;&lt;x1.x1.x1.x1&gt;\u662f\u8df3\u677f\u673a\u7684ip&#xff0c;User\u3001Port\u90fd\u662f\u767b\u5f55\u8df3\u677f\u673a\u7684\u6240\u63d0\u4f9b\u7684\u53c2\u6570&#xff1b;&lt;remote&gt;\u6307\u670d\u52a1\u5668&#xff0c;\u4e5f\u662f\u547d\u540d\u800c\u5df2&#xff0c;\u53ef\u4ee5\u968f\u4fbf\u6539&#xff0c;&lt;x2.x2.x2.x2&gt;\u662f\u670d\u52a1\u5668\u7684ip&#xff0c;User\u3001Port\u90fd\u662f\u4ece\u8df3\u677f\u673a\u767b\u5f55\u670d\u52a1\u5668\u6240\u63d0\u4f9b\u7684\u53c2\u6570\u3002\u628a\u672c\u5730\u767b\u5f55\u8df3\u677f\u673a\u7684\u79d8\u94a5\u90fd\u653e\u5230.ssh\u6587\u4ef6\u5939\u4e2d\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113759-680239977400c.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113759-680239978c55b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fd9\u91cc\u7528\u7684\u662fGUI\u754c\u9762&#xff0c;\u5f53\u7136\u4e5f\u53ef\u4ee5\u4f7f\u7528vim\u7f16\u8f91\u5668\u4fee\u6539config\u6587\u4ef6&#xff1a;<\/p>\n<p>vim <span class=\"token operator\">~<\/span><span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>ssh<span class=\"token operator\">\/<\/span>config<\/p>\n<p><font color=\"red\">\u5b8c\u6210\u914d\u7f6e\u540e\u5728\u672c\u5730\u767b\u5f55\u4e00\u6b21\u8df3\u677f\u673a<\/font>\u3002<\/p>\n<p>\u767b\u5f55\u8df3\u677f\u673a&#xff1a;\u76f4\u63a5\u6253\u5f00\u547d\u4ee4\u884c&#xff0c;\u8f93\u5165 ssh \u8df3\u677f\u673a\u7528\u6237\u540d&#064;\u8df3\u677f\u673aip -p \u7aef\u53e3\u53f7 \u3002\u7136\u540e\u56de\u8f66 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113759-68023997bde60.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<ul>\n<li>\u767b\u5f55\u8df3\u677f\u673a&#xff0c;\u5e76\u5728\u8df3\u677f\u673a\u914d\u7f6e<\/li>\n<\/ul>\n<p>vim <span class=\"token operator\">~<\/span><span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>ssh<span class=\"token operator\">\/<\/span>config<\/p>\n<p>\u5728config\u6587\u4ef6\u4e2d\u8f93\u5165\u4ee5\u4e0b\u5185\u5bb9:<\/p>\n<p>Host <span class=\"token operator\">*<\/span><br \/>\n    ControlPersist yes<br \/>\n    ControlMaster auto<br \/>\n    ControlPath <span class=\"token operator\">~<\/span><span class=\"token operator\">\/<\/span><span class=\"token punctuation\">.<\/span>ssh<span class=\"token operator\">\/<\/span><span class=\"token operator\">%<\/span>n<span class=\"token punctuation\">:<\/span><span class=\"token operator\">%<\/span>p<\/p>\n<p><font color=\"red\">\u5b8c\u6210\u914d\u7f6e\u540e\u5728\u8df3\u677f\u673a\u4e0a\u767b\u5f55\u4e00\u6b21\u5185\u7f51\u670d\u52a1\u5668<\/font>\u3002<\/p>\n<p>\u767b\u5f55\u5185\u7f51\u670d\u52a1\u5668&#xff1a; ssh \u5185\u7f51\u670d\u52a1\u5668\u7528\u6237\u540d&#064;\u5185\u7f51\u670d\u52a1\u5668ip -p \u7aef\u53e3\u53f7 -i \u79c1\u94a5\u6587\u4ef6<\/p>\n<p><font color=\"blue\">\u6ce8\u610f\u9700\u8981\u63d0\u524d\u5c06\u5185\u7f51\u670d\u52a1\u5668\u79c1\u94a5\u6587\u4ef6\u653e\u5230 .ssh\u6587\u4ef6\u5939\u4e0b<\/font>\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113800-6802399809f1b.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113800-68023998712ea.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u8bbe\u7f6essh\u96a7\u9053<\/h3>\n<p>\u5728\u672c\u5730\u547d\u4ee4\u884c\u8f93\u5165\u5982\u4e0b\u547d\u4ee4\u5373\u53ef&#xff1a;<\/p>\n<p>ssh <span class=\"token operator\">&#8211;<\/span>N <span class=\"token operator\">&#8211;<\/span>f <span class=\"token operator\">&#8211;<\/span>L <span class=\"token number\">6000<\/span><span class=\"token punctuation\">:<\/span><span class=\"token operator\">&lt;<\/span>\u5185\u7f51\u670d\u52a1\u5668ip<span class=\"token operator\">&gt;<\/span><span class=\"token punctuation\">:<\/span><span class=\"token number\">22<\/span> <span class=\"token operator\">&#8211;<\/span>p <span class=\"token operator\">&lt;<\/span>\u8df3\u677f\u673a\u7aef\u53e3<span class=\"token operator\">&gt;<\/span> username&#064;<span class=\"token operator\">&lt;<\/span>\u8df3\u677f\u673aip<span class=\"token operator\">&gt;<\/span> <span class=\"token operator\">&#8211;<\/span>o TCPKeepAlive<span class=\"token operator\">&#061;<\/span>yes<\/p>\n<p>\u4e0a\u8ff0\u547d\u4ee4\u5404\u4e2a\u53c2\u6570\u7684\u542b\u4e49\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>-N \u544a\u8bc9SSH\u5ba2\u6237\u7aef&#xff0c;\u8fd9\u4e2a\u8fde\u63a5\u4e0d\u9700\u8981\u6267\u884c\u4efb\u4f55\u547d\u4ee4\u3002\u4ec5\u4ec5\u505a\u7aef\u53e3\u8f6c\u53d1<\/li>\n<li>-f \u544a\u8bc9SSH\u5ba2\u6237\u7aef\u5728\u540e\u53f0\u8fd0\u884c<\/li>\n<li>-L \u505a\u672c\u5730\u6620\u5c04\u7aef\u53e3<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113800-68023998a3290.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><font color=\"red\" size=\"5\">\u6ce8\u610f<\/font>&#xff1a; \u914d\u7f6e\u597dSSH\u514d\u5bc6\u767b\u5f55\u540e\u5f00\u673a\u4fbf\u4e0d\u5fc5\u518d\u8fdb\u884c\u914d\u7f6e\u4e86&#xff0c;\u4f46\u6bcf\u6b21\u5f00\u673a\u90fd\u9700\u8981\u91cd\u65b0\u8bbe\u7f6eSSH\u96a7\u9053(\u5373\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4e0a\u8ff0\u547d\u4ee4)pycharm\u624d\u80fd\u8fde\u63a5\u5185\u7f51\u670d\u52a1\u5668\u3002<\/p>\n<p>\u6b64\u65f6&#xff0c;\u767b\u5f55\u672c\u5730\u76846000\u7aef\u53e3\u5c31\u76f8\u5f53\u4e8e\u767b\u5f55\u5185\u7f51\u670d\u52a1\u5668\u4e86\u3002<\/p>\n<p>ssh <span class=\"token operator\">&#8211;<\/span>p <span class=\"token number\">6000<\/span> \u5185\u7f51\u670d\u52a1\u5668\u7528\u6237\u540d&#064;localhost<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418113800-68023998b92cb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u914d\u7f6epycharm<\/h3>\n<p>\u8fd9\u91cc\u914d\u7f6epycharm\u662f\u901a\u8fc7\u8df3\u677f\u673a\u8fde\u63a5\u5185\u7f51\u670d\u52a1\u5668&#xff0c;\u800c\u5982\u679cpycharm\u53ef\u4ee5\u76f4\u63a5\u8fde\u63a5\u670d\u52a1\u5668\u5219\u4e0d\u9700\u8981\u8fd9\u4e48\u9ebb\u70e6\u3002<\/p>\n<p><img decoding=\"async\" src=\"2025-04-18rnb3imeuxpc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18qlcnfq02t2g.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18mu1sqx13lcc.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4e0b\u9762\u914d\u7f6epython\u89e3\u91ca\u5668(\u91cd\u8981)&#xff0c;\u9996\u5148\u6fc0\u6d3b\u81ea\u5df1\u7684\u865a\u62df\u73af\u5883&#xff0c;\u7136\u540e\u901a\u8fc7conda env list\u67e5\u770b\u6240\u6709\u73af\u5883&#xff0c;*\u8868\u793a\u5f53\u524d\u6240\u5728\u73af\u5883&#xff0c;\u8bb0\u4e0b\u5f53\u524d\u865a\u62df\u73af\u5883python3.8\u89e3\u91ca\u5668\u6240\u5728\u76ee\u5f55&#xff0c;\u914d\u7f6epycharm\u65f6\u627e\u5230\u8be5\u89e3\u91ca\u5668&#xff1a; <img decoding=\"async\" src=\"2025-04-18ore4uz12js1.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"2025-04-183kynwelq0kb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"2025-04-18px43jrikvl4.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6700\u7ec8\u6548\u679c&#xff1a; <img decoding=\"async\" src=\"2025-04-181lz3vehicid.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u70b9\u51fbcreate&#xff0c;\u7b49\u5f85\u521b\u5efa\u5b8c\u6210\u3002<\/p>\n<p>\u521b\u5efa\u5b8c\u6210\u540e&#xff0c;\u5c31\u901a\u8fc7pycharm\u8fde\u4e0a\u5185\u7f51\u670d\u52a1\u5668\u4e86&#xff0c;\u53ef\u4ee5\u67e5\u770b\u4e00\u4e0b&#xff1a; <img decoding=\"async\" src=\"2025-04-18cbiv12lxcpr.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18j4dyahwusqj.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4e0b\u9762\u8fdb\u884c\u4e00\u4e9b\u5176\u4ed6\u8bbe\u7f6e&#xff0c;\u524d\u9762\u63d0\u5230\u521b\u5efa\u5b8c\u865a\u62df\u73af\u5883\u540e<font color=\"red\">\u9700\u8981\u5728\u865a\u62df\u73af\u5883\u4e2d\u91cd\u65b0\u5b89\u88c5\u5305<\/font>\u5982jupyter&#xff0c;d2l\u3002 \u4e0b\u9762\u5728pycharm\u4e2d\u914d\u7f6e\u955c\u50cf\u6e90&#xff1a; <img decoding=\"async\" src=\"2025-04-18ifctsdiojx5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u6d4b\u8bd5<\/h3>\n<p>\u8fd9\u91cc\u7528\u4e8e\u6d4b\u8bd5\u7684\u4ee3\u7801\u662f&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> torch<br \/>\n<span class=\"token keyword\">import<\/span> torch<span class=\"token punctuation\">.<\/span>nn <span class=\"token keyword\">as<\/span> nn<br \/>\n<span class=\"token keyword\">import<\/span> torchvision<br \/>\n<span class=\"token keyword\">import<\/span> torchvision<span class=\"token punctuation\">.<\/span>transforms <span class=\"token keyword\">as<\/span> transforms<\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u8d85\u53c2\u6570<\/span><br \/>\nbatch_size <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">64<\/span><br \/>\nlearning_rate <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0.001<\/span><br \/>\nnum_epochs <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">5<\/span><\/p>\n<p><span class=\"token comment\"># \u6570\u636e\u9884\u5904\u7406<\/span><br \/>\ntransform <span class=\"token operator\">&#061;<\/span> transforms<span class=\"token punctuation\">.<\/span>Compose<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">[<\/span><br \/>\n    transforms<span class=\"token punctuation\">.<\/span>ToTensor<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span><br \/>\n    transforms<span class=\"token punctuation\">.<\/span>Normalize<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">(<\/span><span class=\"token number\">0.5<\/span><span class=\"token punctuation\">,<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">0.5<\/span><span class=\"token punctuation\">,<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u52a0\u8f7d MNIST \u6570\u636e\u96c6<\/span><br \/>\ntrain_dataset <span class=\"token operator\">&#061;<\/span> torchvision<span class=\"token punctuation\">.<\/span>datasets<span class=\"token punctuation\">.<\/span>MNIST<span class=\"token punctuation\">(<\/span>root<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;.\/data&#039;<\/span><span class=\"token punctuation\">,<\/span> train<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> transform<span class=\"token operator\">&#061;<\/span>transform<span class=\"token punctuation\">,<\/span> download<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntest_dataset <span class=\"token operator\">&#061;<\/span> torchvision<span class=\"token punctuation\">.<\/span>datasets<span class=\"token punctuation\">.<\/span>MNIST<span class=\"token punctuation\">(<\/span>root<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;.\/data&#039;<\/span><span class=\"token punctuation\">,<\/span> train<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span> transform<span class=\"token operator\">&#061;<\/span>transform<span class=\"token punctuation\">)<\/span><\/p>\n<p>train_loader <span class=\"token operator\">&#061;<\/span> torch<span class=\"token punctuation\">.<\/span>utils<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">.<\/span>DataLoader<span class=\"token punctuation\">(<\/span>dataset<span class=\"token operator\">&#061;<\/span>train_dataset<span class=\"token punctuation\">,<\/span> batch_size<span class=\"token operator\">&#061;<\/span>batch_size<span class=\"token punctuation\">,<\/span> shuffle<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntest_loader <span class=\"token operator\">&#061;<\/span> torch<span class=\"token punctuation\">.<\/span>utils<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">.<\/span>DataLoader<span class=\"token punctuation\">(<\/span>dataset<span class=\"token operator\">&#061;<\/span>test_dataset<span class=\"token punctuation\">,<\/span> batch_size<span class=\"token operator\">&#061;<\/span>batch_size<span class=\"token punctuation\">,<\/span> shuffle<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\u6a21\u578b<\/span><br \/>\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Net<\/span><span class=\"token punctuation\">(<\/span>nn<span class=\"token punctuation\">.<\/span>Module<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token builtin\">super<\/span><span class=\"token punctuation\">(<\/span>Net<span class=\"token punctuation\">,<\/span> self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>__init__<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>conv1 <span class=\"token operator\">&#061;<\/span> nn<span class=\"token punctuation\">.<\/span>Conv2d<span class=\"token punctuation\">(<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">16<\/span><span class=\"token punctuation\">,<\/span> kernel_size<span class=\"token operator\">&#061;<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>pool <span class=\"token operator\">&#061;<\/span> nn<span class=\"token punctuation\">.<\/span>MaxPool2d<span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">2<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>conv2 <span class=\"token operator\">&#061;<\/span> nn<span class=\"token punctuation\">.<\/span>Conv2d<span class=\"token punctuation\">(<\/span><span class=\"token number\">16<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">32<\/span><span class=\"token punctuation\">,<\/span> kernel_size<span class=\"token operator\">&#061;<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>fc1 <span class=\"token operator\">&#061;<\/span> nn<span class=\"token punctuation\">.<\/span>Linear<span class=\"token punctuation\">(<\/span><span class=\"token number\">32<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">4<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">4<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">120<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>fc2 <span class=\"token operator\">&#061;<\/span> nn<span class=\"token punctuation\">.<\/span>Linear<span class=\"token punctuation\">(<\/span><span class=\"token number\">120<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">84<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>fc3 <span class=\"token operator\">&#061;<\/span> nn<span class=\"token punctuation\">.<\/span>Linear<span class=\"token punctuation\">(<\/span><span class=\"token number\">84<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">10<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">forward<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> x<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        x <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>pool<span class=\"token punctuation\">(<\/span>torch<span class=\"token punctuation\">.<\/span>relu<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>conv1<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        x <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>pool<span class=\"token punctuation\">(<\/span>torch<span class=\"token punctuation\">.<\/span>relu<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>conv2<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        x <span class=\"token operator\">&#061;<\/span> x<span class=\"token punctuation\">.<\/span>view<span class=\"token punctuation\">(<\/span><span class=\"token operator\">&#8211;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">32<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">4<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">4<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        x <span class=\"token operator\">&#061;<\/span> torch<span class=\"token punctuation\">.<\/span>relu<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>fc1<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        x <span class=\"token operator\">&#061;<\/span> torch<span class=\"token punctuation\">.<\/span>relu<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>fc2<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        x <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>fc3<span class=\"token punctuation\">(<\/span>x<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> x<\/p>\n<p>model <span class=\"token operator\">&#061;<\/span> Net<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5b9a\u4e49\u635f\u5931\u51fd\u6570\u548c\u4f18\u5316\u5668<\/span><br \/>\ncriterion <span class=\"token operator\">&#061;<\/span> nn<span class=\"token punctuation\">.<\/span>CrossEntropyLoss<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\noptimizer <span class=\"token operator\">&#061;<\/span> torch<span class=\"token punctuation\">.<\/span>optim<span class=\"token punctuation\">.<\/span>Adam<span class=\"token punctuation\">(<\/span>model<span class=\"token punctuation\">.<\/span>parameters<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">,<\/span> lr<span class=\"token operator\">&#061;<\/span>learning_rate<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u8bad\u7ec3\u6a21\u578b<\/span><br \/>\n<span class=\"token keyword\">for<\/span> epoch <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>num_epochs<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> i<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">(<\/span>images<span class=\"token punctuation\">,<\/span> labels<span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">enumerate<\/span><span class=\"token punctuation\">(<\/span>train_loader<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        optimizer<span class=\"token punctuation\">.<\/span>zero_grad<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        outputs <span class=\"token operator\">&#061;<\/span> model<span class=\"token punctuation\">(<\/span>images<span class=\"token punctuation\">)<\/span><br \/>\n        loss <span class=\"token operator\">&#061;<\/span> criterion<span class=\"token punctuation\">(<\/span>outputs<span class=\"token punctuation\">,<\/span> labels<span class=\"token punctuation\">)<\/span><br \/>\n        loss<span class=\"token punctuation\">.<\/span>backward<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        optimizer<span class=\"token punctuation\">.<\/span>step<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>i <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">%<\/span> <span class=\"token number\">100<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">0<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;Epoch [<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>epoch <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\/<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>num_epochs<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">], Step [<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>i <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\/<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>train_loader<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">], Loss: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>loss<span class=\"token punctuation\">.<\/span>item<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u6d4b\u8bd5\u6a21\u578b<\/span><br \/>\n<span class=\"token keyword\">with<\/span> torch<span class=\"token punctuation\">.<\/span>no_grad<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    correct <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><br \/>\n    total <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">0<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> images<span class=\"token punctuation\">,<\/span> labels <span class=\"token keyword\">in<\/span> test_loader<span class=\"token punctuation\">:<\/span><br \/>\n        outputs <span class=\"token operator\">&#061;<\/span> model<span class=\"token punctuation\">(<\/span>images<span class=\"token punctuation\">)<\/span><br \/>\n        _<span class=\"token punctuation\">,<\/span> predicted <span class=\"token operator\">&#061;<\/span> torch<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">max<\/span><span class=\"token punctuation\">(<\/span>outputs<span class=\"token punctuation\">.<\/span>data<span class=\"token punctuation\">,<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        total <span class=\"token operator\">&#043;&#061;<\/span> labels<span class=\"token punctuation\">.<\/span>size<span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        correct <span class=\"token operator\">&#043;&#061;<\/span> <span class=\"token punctuation\">(<\/span>predicted <span class=\"token operator\">&#061;&#061;<\/span> labels<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token builtin\">sum<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>item<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#039;Accuracy of the network on the 10000 test images: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token number\">100<\/span> <span class=\"token operator\">*<\/span> correct <span class=\"token operator\">\/<\/span> total<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#039;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u5728pycharm\u4e2d\u4fee\u6539\u4e86\u4ee3\u7801\u53ef\u4ee5\u624b\u52a8\u4e0a\u4f20\u540c\u6b65\u81f3\u670d\u52a1\u5668&#xff0c;\u4e5f\u53ef\u4ee5\u8bbe\u7f6e\u4e3a\u81ea\u52a8\u4e0a\u4f20\u540c\u6b65\u81f3\u670d\u52a1\u5668\u3002 <img decoding=\"async\" src=\"2025-04-18tp5kn0vemxb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6709\u4e24\u79cd\u65b9\u5f0f\u8fd0\u884c\u4ee3\u7801&#xff1a;<\/p>\n<h4>\u7b2c\u4e00\u79cd<\/h4>\n<p><img decoding=\"async\" src=\"2025-04-18pcyaelu5rxy.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u6fc0\u6d3b\u73af\u5883\u540e\u76f4\u63a5\u53f3\u952erun\u8fd0\u884c\u5373\u53ef&#xff1a;<\/p>\n<p><img decoding=\"async\" src=\"2025-04-18rk4jyyo2slj.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fd0\u884c\u7ed3\u679c&#xff1a; <img decoding=\"async\" src=\"2025-04-18wlevfi4izl5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u7b2c\u4e8c\u79cd<\/h4>\n<p>\u5728\u547d\u4ee4\u884c\u4f7f\u7528\u6307\u4ee4\u8fd0\u884c&#xff1a; \u540c\u6837\u65b0\u5efa\u4e00\u4e2a\u8fde\u63a5&#xff1a; <img decoding=\"async\" src=\"2025-04-18pcyaelu5rxy.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18bz5v0kqg5hg.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u670d\u52a1\u5668\u7a7a\u95f2\u67e5\u8be2<\/h3>\n<p>\u67e5\u8be2\u662f\u5426\u6709\u7a7a\u95f2GPU&#xff1a;\u4f7f\u7528\u547d\u4ee4nvidia-smi\u67e5\u770b\u4f7f\u7528\u60c5\u51b5&#xff1a; <img decoding=\"async\" src=\"2025-04-18i4vx2uk3vdn.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u53ea\u8981Memory\u2014Usage\u8fd8\u6ca1\u7528\u6ee1&#xff0c;\u5c31\u53ef\u4ee5\u591a\u4e2a\u4eba\u3001\u591a\u4e2a\u7a0b\u5e8f\u5728\u540c\u4e00\u5f20\u5361\u4e0a\u8dd1\u3002<\/p>\n<p>\u600e\u4e48\u6307\u5b9a\u4f7f\u7528\u54ea\u5757GPU\u5462&#xff1f;\u5728\u4f60python\u4ee3\u7801\u7684\u6700\u524d\u9762&#xff0c;\u52a0\u4e0a\u8fd9\u53e5\u5c31\u53ef\u4ee5\u4e86\u3002\u6bcf\u6b21\u8dd1\u4e4b\u524d\u770b\u54ea\u5757\u7a7a\u7740&#xff0c;\u6216\u8005\u5269\u4f59\u7a7a\u95f4\u8db3\u591f&#xff0c;\u4fee\u6539\u6570\u5b57\u5373\u53ef\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> os<br \/>\n<span class=\"token comment\"># \u53ea\u75282\u53f7\u5361<\/span><br \/>\nos<span class=\"token punctuation\">.<\/span>environ<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;CUDA_VISIBLE_DEVICES&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;2&#039;<\/span><br \/>\n<span class=\"token comment\"># \u53ef\u75281\u53f7\u548c2\u53f7\u5361<\/span><br \/>\nos<span class=\"token punctuation\">.<\/span>environ<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;CUDA_VISIBLE_DEVICES&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;1&#xff0c;2&#039;<\/span> <\/p>\n<p>\u5982\u679c\u5728nvidia-smi\u53d1\u73b0\u6240\u6709\u5361\u90fd\u8dd1\u6ee1\u4e86&#xff0c;\u800c\u4f60\u53c8\u6025\u7740\u8981\u8dd1\u7a0b\u5e8f&#xff0c;\u600e\u4e48\u201c\u902e\u4f4f\u201d\u662f\u54ea\u4e9b\u5144\u5f1f\u59d0\u59b9\u6b63\u5728\u8dd1\u5b9e\u9a8c\u5462&#xff1f;\u4f7f\u7528linux\u547d\u4ee4top\u3002\u8fd9\u4e2a\u547d\u4ee4\u4f1a\u663e\u793a\u5f53\u524d\u5360\u7528\u5185\u5b58\u6700\u9ad8\u7684\u8fdb\u7a0b\u3002 <img decoding=\"async\" src=\"2025-04-18cowwvkf05ia.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u6839\u636envidia-smi\u4e2d\u7684PID&#xff0c;\u4e5f\u5c31\u662f\u8fdb\u7a0b\u53f7&#xff0c;\u5728top\u4e2d\u627e\u5230\u8be5\u8fdb\u7a0b\u6240\u5f52\u5c5e\u7684USER&#xff0c;\u5c31\u53ef\u4ee5\u77e5\u9053\u662f\u8c01\u5728\u7528\u5361\u8dd1\u5b9e\u9a8c\u5566\u3002<\/p>\n<h3>\u4f20\u8f93\u6570\u636e<\/h3>\n<p>\u4e0b\u8f7dFileZilla&#xff0c;\u5b98\u7f51&#xff1a;https:\/\/filezilla-project.org\/\u3002 <img decoding=\"async\" src=\"2025-04-18up0uxqmylcj.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18z0d0fwbpc5n.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u6253\u5f00\u5b89\u88c5\u5305&#xff0c;\u7136\u540e\u4e00\u8def\u9ed8\u8ba4\u9009\u9879\u5b89\u88c5\u5373\u53ef&#xff1a; <img decoding=\"async\" src=\"2025-04-18rlsehsusji5.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18otnyqeesip2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18r0l1zsiherf.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18cmz3qyicdxk.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u8fde\u63a5&#xff1a; <img decoding=\"async\" src=\"2025-04-18wfvfeynlx1s.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> <img decoding=\"async\" src=\"2025-04-18fxl4urqgnz2.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u8981\u4f20\u8f93\u6570\u636e\u53ea\u9700\u8981\u5c06\u81ea\u5df1\u7535\u8111\u4e2d\u7684\u6587\u4ef6\u62d6\u8fc7\u6765\u5373\u53ef&#xff1a; <img decoding=\"async\" src=\"2025-04-18tclif3bmuzp.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4e0a\u8ff0\u8fde\u63a5\u9488\u5bf9\u7684\u662f\u4e0d\u9700\u8981\u8df3\u677f\u673a\u7684\u670d\u52a1\u5668\u3002\u800c\u5982\u679c\u662f\u4f7f\u7528\u4e86\u8df3\u677f\u673a\u7684\u5185\u7f51\u670d\u52a1\u5668\u5219\u4e0e\u914d\u7f6epycharm\u4e00\u6837&#xff0c;\u9700\u8981\u914d\u7f6eSSH\u514d\u5bc6\u767b\u5f55&#xff0c;\u8bbe\u7f6eSSH\u96a7\u9053\u7b49\u3002<\/p>\n<p>\u524d\u9762\u914d\u7f6epycharm\u65f6\u5df2\u7ecf\u914d\u7f6eSSH\u514d\u5bc6\u767b\u5f55&#xff0c;\u8bbe\u7f6eSSH\u96a7\u9053&#xff0c;\u8fd9\u91cc\u5c31\u53ef\u4ee5\u76f4\u63a5\u65b0\u5efa\u7ad9\u70b9\u7136\u540e\u8fde\u63a5&#xff1a; <img decoding=\"async\" src=\"2025-04-18hekqix2hpbv.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb2.4k\u6b21\uff0c\u70b9\u8d5e23\u6b21\uff0c\u6536\u85cf41\u6b21\u3002pycharm\u8fde\u63a5\u5185\u7f51\u670d\u52a1\u5668\u5fc5\u987b\u901a\u8fc7\u8df3\u677f\u673a\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0bpycharm\u7684\u914d\u7f6e\u5219\u6bd4\u8f83\u590d\u6742\uff0c\u9700\u8981\u4f7f\u7528ssh\u514d\u5bc6\u767b\u5f55\u548cssh\u96a7\u9053\u3002\u5982\u679c\u4e0d\u662f\u5185\u7f51\u670d\u52a1\u5668\u5219pycharm\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355\u3002\u4e0b\u9762\u4ecb\u7ecd\u7684\u90fd\u662fpycharm\u901a\u8fc7\u8df3\u677f\u673a\u8fde\u63a5\u5185\u7f51\u670d\u52a1\u5668\u3002_pycharm ssh<\/p>\n","protected":false},"author":2,"featured_media":12505,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[66,82,77,43,86],"topic":[],"class_list":["post-12525","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-ai","tag-pycharm","tag-ssh","tag-43","tag-86"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>PyCharm+ssh\u8df3\u677f\u673a+\u670d\u52a1\u5668 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/12525.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" 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