{"id":11390,"date":"2025-04-18T18:37:34","date_gmt":"2025-04-18T10:37:34","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/11390.html"},"modified":"2025-04-18T18:37:34","modified_gmt":"2025-04-18T10:37:34","slug":"%e3%80%90%e5%8f%b2%e4%b8%8a%e6%9c%80%e8%af%a6%e7%bb%86%e6%95%99%e7%a8%8b%e3%80%91pycharm%e8%bf%9e%e6%8e%a5%e8%bf%9c%e7%a8%8b%e6%9c%8d%e5%8a%a1%e5%99%a8pytorch%e9%85%8d%e7%bd%ae%ef%bc%8c%e8%bd%bb","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/11390.html","title":{"rendered":"\u3010\u53f2\u4e0a\u6700\u8be6\u7ec6\u6559\u7a0b\u3011pycharm\u8fde\u63a5\u8fdc\u7a0b\u670d\u52a1\u5668&pytorch\u914d\u7f6e\uff0c\u8f7b\u677e\u5b9e\u73b0\u672c\u5730\u4f7f\u7528\u670d\u52a1\u5668\u663e\u5361\u8bad\u7ec3\uff01"},"content":{"rendered":"

\u76ee\u5f55<\/p>\n

1. MobaXterm：<\/p>\n

2. \u521b\u5efa\u865a\u62df\u73af\u5883：<\/p>\n

3. Pycharm\u7f16\u8bd1\u5668\u914d\u7f6e：<\/p>\n

4. \u90e8\u7f72\u8fdc\u7a0b\u4e3b\u673a：<\/p>\n

5. \u672c\u5730\u4e0e\u8fdc\u7a0b\u4ee3\u7801\u540c\u6b65<\/p>\n

6. \u8fdc\u7a0b\u4e3b\u673a\u865a\u62df\u73af\u5883\u5b89\u88c5torch\u7b49<\/p>\n

\u7ed3\u675f<\/p>\n

\n

1. MobaXterm：<\/h2>\n

\u9996\u5148\u5728MobaXterm\u4e0a\u8fde\u63a5\u670d\u52a1\u5668，\u65b9\u4fbf\u540e\u9762\u76f4\u63a5\u5728\u670d\u52a1\u5668\u7ec8\u7aef\u8fd0\u884c\u4ee3\u7801<\/p>\n

\u76f4\u63a5\u4e0b\u8f7d\u514d\u8d39\u7248\u672cMobaXterm Xserver with SSH, telnet, RDP, VNC and X11 – Download<\/p>\n

\u4e0b\u8f7d\u5b8c\u6210\u540e，\u754c\u9762\u5982\u4e0b\u56fe，\u8fdb\u884c\u4ee5\u4e0b\u64cd\u4f5c：<\/p>\n

1.\u70b9\u51fbSession；\u00a0<\/p>\n

2.\u70b9\u51fbSSH；<\/p>\n

3.Remote host\u8f93\u5165\u8fdc\u7a0b\u4e3b\u673a\u7684ip，Specify username\u8f93\u5165\u7528\u6237\u540d，port\u8f93\u5165\u7aef\u53e3；<\/p>\n

4.\u70b9\u51fbOK\u540e\u8f93\u5bc6\u7801\u8fde\u63a5，\u8fde\u63a5\u6210\u529f\u540e\u4f1a\u8fdb\u5165\u8fdc\u7a0b\u4e3b\u673a\u7684\u7ec8\u7aef（\u56fe\u4e8c\u6240\u793a）；<\/p>\n

\"\"<\/p>\n

\"\"<\/p>\n

2. \u521b\u5efa\u865a\u62df\u73af\u5883：<\/h2>\n

1. MobaXter\u8fde\u63a5\u6210\u529f\u540e\u5728\u7ec8\u7aef\u8fd0\u884c\u8fd9\u53e5\u4ee3\u7801（\u786e\u4fdd\u670d\u52a1\u5668\u88c5\u4e86conda，\u6ca1\u88c5\u7684\u8bdd\u8df3\u8f6c\u5982\u4f55\u5728Linux\u670d\u52a1\u5668\u4e0a\u5b89\u88c5Anaconda（\u8d85\u8be6\u7ec6）_linux\u5b89\u88c5anconda-CSDN\u535a\u5ba2，\u8ddf\u7740\u8fd9\u7bc7\u535a\u5ba2\u7684\u7b2c\u4e00\u8282\u505a）<\/p>\n

conda create -n env python=3.8 # env\u4e3a\u4f60\u865a\u62df\u73af\u5883\u540d，python\u7248\u672c\u6839\u636e\u81ea\u8eab\u60c5\u51b5\u800c\u5b9a<\/p>\n

2. \u5728\u7ec8\u7aef\u8fd0\u884c\u4e0b\u9762\u7684\u4ee3\u7801\u68c0\u67e5\u4e00\u4e0b，\u662f\u5426\u5b58\u5728\u4f60\u521a\u521a\u521b\u5efa\u7684\u865a\u62df\u73af\u5883<\/p>\n

conda env list<\/p>\n

3. Pycharm\u7f16\u8bd1\u5668\u914d\u7f6e：<\/h2>\n

\u8fd9\u91cc\u7528\u7684\u662fpycharm\u4e13\u4e1a\u7248（\u793e\u533a\u7248\u5e76\u4e0d\u652f\u6301\u8fdc\u7a0b\u670d\u52a1\u5668）<\/p>\n

1. \u70b9\u51fb \u6587\u4ef6–>\u8bbe\u7f6e–>Python\u89e3\u91ca\u5668<\/span> \u8fdb\u5165\u4e0b\u9762\u8fd9\u4e2a\u754c\u9762；<\/p>\n

2. \u70b9\u51fb\u6dfb\u52a0\u89e3\u91ca\u5668，\u9009\u62e9SSH；\"\"<\/p>\n

3.\u65b0\u5efa，\u8f93\u5165\u4e3b\u673aip，\u7aef\u53e3，\u7528\u6237\u540d（\u4e0e\u7b2c\u4e00\u82821. MobaXterm\u4e00\u6837）；<\/p>\n

\"\"<\/p>\n

4.\u4e00\u76f4\u4e0b\u4e00\u6b65，\u70b9\u51fb Conda\u73af\u5883–>\u4f7f\u7528\u73b0\u6709\u73af\u5883<\/span>，\u9009\u4f60\u521a\u521a\u521b\u5efa\u7684\u865a\u62df\u73af\u5883\u540d\u79f0;<\/p>\n

\"\"<\/p>\n

5. \u70b9\u51fb\u540c\u6b65\u6587\u4ef6\u5939\u4e00\u680f\u53f3\u4fa7\u5c0f\u56fe\u6807，\u672c\u5730\u8def\u5f84\u9009\u62e9\u9879\u76ee\u6240\u5728\u8def\u5f84，\u8fdc\u7a0b\u8def\u5f84\u9009\u62e9\u4f60\u60f3\u5728\u8fdc\u7a0b\u4e3b\u673a\u4e2d\u653e\u7f6e\u9879\u76ee\u7684\u4f4d\u7f6e，\u4e4b\u540e\u70b9\u51fb\u786e\u5b9a，\u70b9\u51fb\u521b\u5efa；<\/p>\n

（\u8fd9\u91cc\u662f\u5728\u505a\u672c\u5730\u4e3b\u673a\u548c\u8fdc\u7a0b\u4e3b\u673a\u7684\u6620\u5c04，\u5176\u5b9e\u5728\u8fdc\u7a0b\u4e3b\u673a\u4e2d\u9009\u4e00\u4e2a\u8def\u5f84\u4f5c\u4e3a\u4f60\u672c\u5730\u8def\u5f84\u7684\u4ee3\u66ff）<\/p>\n

\"\"<\/p>\n

4. \u90e8\u7f72\u8fdc\u7a0b\u4e3b\u673a：<\/h2>\n

\u5176\u5b9e\u6211\u4eec\u521b\u5efa\u7f16\u8bd1\u5668\u7684\u8fc7\u7a0b\u5c31\u5df2\u7ecf\u90e8\u7f72\u8fc7\u4e86，\u4f46\u662f\u8fd9\u91cc\u6211\u4eec\u8fd8\u662f\u53ef\u4ee5\u68c0\u67e5\u4e00\u4e0b\u3002<\/p>\n

1. \u70b9\u51fb \u5de5\u5177–>\u90e8\u7f72–>\u914d\u7f6e<\/span>；<\/span>\"\"<\/p>\n

2. \u5efa\u8bae\u53d6\u6d88<\/span>\u52fe\u9009 \u4ec5\u5bf9\u6b64\u9879\u76ee\u53ef\u89c1，\u5426\u5219\u8fd0\u884c\u65f6\u53ef\u80fd\u4f1a\u62a5\u9519：<\/p>\n

Cannot find remote credentials for target config com. jetbrains. plugins. remotesdk. target. webDeployment. WebDeploymentTargetEnvironmentConfiguration@531358c<\/p>\n

\"\"<\/p>\n

3. \u6839\u8def\u5f84\u8fd9\u91cc\u6839\u636e\u4e2a\u4eba\u9700\u6c42（\u5c31\u662f\u4f60\u6d4f\u89c8\u8fdc\u7a0b\u4e3b\u673a\u65f6\u80fd\u770b\u5230\u7684\u6700\u5927\u7684\u6587\u4ef6\u5939）；<\/p>\n

4. \u70b9\u51fb \u6620\u5c04<\/span>，\u672c\u5730\u8def\u5f84\u548c\u90e8\u7f72\u8def\u5f84\u5728\u7f16\u8bd1\u5668\u8bbe\u7f6e\u7684\u65f6\u5019\u5df2\u7ecf\u9009\u8fc7\u4e86，\u53ef\u4ee5\u68c0\u67e5\u4e00\u4e0b，\u5408\u7406\u5373\u53ef；<\/p>\n

5. \u68c0\u67e5\u5b8c\u6bd5\u540e\u70b9\u51fb\u786e\u5b9a；<\/p>\n

5. \u672c\u5730\u4e0e\u8fdc\u7a0b\u4ee3\u7801\u540c\u6b65<\/h2>\n

1. \u70b9\u51fb \u5de5\u5177–>\u90e8\u7f72–>\u9009\u9879<\/span>；<\/span><\/p>\n

\"\"<\/p>\n

2. \u81ea\u52a8\u5c06\u66f4\u6539\u6587\u4ef6\u4e0a\u4f20\u81f3\u9ed8\u8ba4\u670d\u52a1\u5668\u9009\u59cb\u7ec8，\u7136\u540e\u70b9\u51fb\u786e\u5b9a；<\/p>\n

\"\"<\/p>\n

3. \u624b\u52a8\u4e0a\u4f20\u65b9\u6cd5：<\/span>\u8fd8\u53ef\u4ee5\u901a\u8fc7\u53f3\u952e\u6587\u4ef6–>\u90e8\u7f72–>\u4e0a\u4f20\u5230\u8fdc\u7a0b\u4e3b\u673a<\/span>\u624b\u52a8\u540c\u6b65（\u5fc5\u987b\u662f\u4f60\u5728\u6620\u5c04\u91cc\u9762\u8bbe\u7f6e\u7684\u672c\u5730\u8def\u5f84\u91cc\u9762\u5305\u542b\u7684\u6587\u4ef6）（\u8fd8\u53ef\u4ee5CTRL+S\u5feb\u6377\u4e0a\u4f20）；<\/span><\/p>\n

\"\"<\/p>\n

4. \u624b\u52a8\u4e0b\u8f7d\u65b9\u6cd5：<\/span>\u70b9\u51fb \u5de5\u5177–>\u90e8\u7f72–>\u6d4f\u89c8\u8fdc\u7a0b\u4e3b\u673a<\/span>，\u53f3\u952e\u9700\u8981\u4e0b\u8f7d\u7684\u6587\u4ef6，\u70b9\u51fb\u4ece\u6b64\u5904\u4e0b\u8f7d；<\/span><\/p>\n

\"\"<\/p>\n

6. \u8fdc\u7a0b\u4e3b\u673a\u865a\u62df\u73af\u5883\u5b89\u88c5torch\u7b49<\/h2>\n

1. \u5728\u8fde\u63a5\u597d\u7684MobaXterm\u7684\u7ec8\u7aef\u4e2d\u8f93\u5165\u4ee5\u4e0b\u4ee3\u7801\u8fdb\u5165\u4f60\u521b\u5efa\u7684\u865a\u62df\u73af\u5883；<\/p>\n

source activate env #env\u662f\u4f60\u521b\u5efa\u7684\u73af\u5883\u540d <\/p>\n

2. \u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u4ee3\u7801\u67e5\u770b\u4f60cuda\u7684\u7248\u672c<\/p>\n

nvcc -V <\/p>\n

3. \u9009\u62e9\u4f60\u9700\u8981\u7684\u7248\u672c\u5b89\u88c5<\/p>\n

\u8fd9\u91cc\u63d0\u4f9b\u4e24\u4e2a\u6211\u8ba4\u4e3a\u6bd4\u8f83\u65b9\u4fbf\u7684\u65b9\u6cd5<\/p>\n

a. \u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u4ee3\u7801：（\u6839\u636ecuda\u7248\u672c\u548cpython\u7248\u672c\u4fee\u6539\u5408\u9002\u7684torch，torchvision\u548ctorchaudio\u7684\u7248\u672c，\u6839\u636edownload.pytorch.org\/whl\/torch_stable.html\u6765\u9009\u62e9，cp\u4ee3\u8868pythpon\u7684\u7248\u672c）<\/p>\n

pip install torch==1.12.0+cu116 torchvision==0.13.0+cu116 torchaudio==0.12.0+cu116 -f https:\/\/download.pytorch.org\/whl\/torch_stable.html<\/p>\n

b.\u00a0\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u4ee3\u7801：(\u4e5f\u662f\u6839\u636e\u81ea\u8eab\u9700\u6c42\u66f4\u6539\u4ee3\u7801\u4e2d\u7684\u7248\u672c，\u8fd9\u4e2a\u7528\u6e05\u534e\u955c\u50cf\u4e0b\u8f7d，\u66f4\u5feb\u4e00\u70b9，\u4e0d\u7528\u62c5\u5fc3\u8d85\u65f6\u62a5\u9519）<\/p>\n

conda install https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud\/pytorch\/win-64\/pytorch-2.1.0-py3.8_cuda12.1_cudnn8_0.tar.bz2<\/p>\n

4. \u88c5\u597d\u4e4b\u540e，\u68c0\u67e5\u4ee5\u4e0b，\u5148\u5728\u7ec8\u7aef\u952e\u5165python<\/p>\n

5. \u8f93\u5165\u4ee3\u7801<\/p>\n

import torch <\/p>\n

\u7136\u540e\u8f93\u5165<\/p>\n

print(torch.cuda.is_available()) <\/p>\n

\u8f93\u51fa\u4e3aTure\u5c31\u8868\u793aGPU\u7248\u7684torch\u641e\u597d\u4e86<\/p>\n

7. \u9700\u8981\u5176\u4ed6\u5305\u4e5f\u662f\u5728\u7b2c\u4e00\u6b65\u8fdb\u5165\u4f60\u521b\u5efa\u7684\u865a\u62df\u73af\u5883\u4e4b\u540e，\u8fd0\u884c<\/p>\n

pip install XXX #XXX\u662f\u4f60\u9700\u8981\u7684\u5305\u540d\u79f0 <\/p>\n

8. \u53ef\u4ee5\u8fd0\u884cpip list\u5728\u5b89\u88c5\u5217\u8868\u4e2d\u67e5\u770b\u662f\u5426\u5b89\u88c5\u6210\u529f\u4f60\u9700\u8981\u7684\u5305<\/p>\n

\u7ed3\u675f<\/h2>\n

\u81f3\u6b64\u5168\u90e8\u7ed3\u675f，\u6b22\u8fce\u5404\u4f4d\u5728\u8bc4\u8bba\u5904\u8ba8\u8bba\u9047\u5230\u7684\u95ee\u9898\u3002\u6211\u770b\u5230\u540e\u4e5f\u4f1a\u56de\u7b54\u5404\u4f4d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb2.7k\u6b21\uff0c\u70b9\u8d5e22\u6b21\uff0c\u6536\u85cf45\u6b21\u30021. MobaXterm\uff1a2. \u521b\u5efa\u865a\u62df\u73af\u5883\uff1a3. 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