{"id":2795,"date":"2025-05-26T18:02:14","date_gmt":"2025-05-26T10:02:14","guid":{"rendered":"https:\/\/www.wunen.com\/index.php\/2025\/05\/26\/%e5%88%a9%e7%94%a8anaconda%e5%ae%89%e8%a3%85pytorch%e5%92%8cpaddle%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%8e%af%e5%a2%83pycharm%e5%ae%89%e8%a3%85-%e5%85%8d%e9%a2%9d%e5%a4%96%e5%ae%89%e8%a3%85cuda\/"},"modified":"2025-05-26T18:02:14","modified_gmt":"2025-05-26T10:02:14","slug":"%e5%88%a9%e7%94%a8anaconda%e5%ae%89%e8%a3%85pytorch%e5%92%8cpaddle%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%8e%af%e5%a2%83pycharm%e5%ae%89%e8%a3%85-%e5%85%8d%e9%a2%9d%e5%a4%96%e5%ae%89%e8%a3%85cuda","status":"publish","type":"post","link":"http:\/\/www.wunen.com\/index.php\/2025\/05\/26\/%e5%88%a9%e7%94%a8anaconda%e5%ae%89%e8%a3%85pytorch%e5%92%8cpaddle%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%8e%af%e5%a2%83pycharm%e5%ae%89%e8%a3%85-%e5%85%8d%e9%a2%9d%e5%a4%96%e5%ae%89%e8%a3%85cuda\/","title":{"rendered":"\u5229\u7528Anaconda\u5b89\u88c5pytorch\u548cpaddle\u6df1\u5ea6\u5b66\u4e60\u73af\u5883+pycharm\u5b89\u88c5—\u514d\u989d\u5916\u5b89\u88c5CUDA\u548ccudnn\uff08\u9002\u5408\u5c0f\u767d\u7684\u4fdd\u59c6\u7ea7…"},"content":{"rendered":"
\n \n \n
\n

\n
\n
\n
\n
\n \u7cfb\u5217\u6587\u7ae0\u76ee\u5f55
\n <\/span>
\n <\/span>
\n <\/span>
\n <\/h2>\n

\n \u200b\u200b\u200b\u200b\u200b\u200b\u200b
\n
\n \u6df1\u5ea6\u5b66\u4e60\u539f\u7406—–\u7ebf\u6027\u56de\u5f52+\u68af\u5ea6\u4e0b\u964d\u6cd5
\n <\/a>
\n <\/h3>\n

\n
\n \u6df1\u5ea6\u5b66\u4e60\u539f\u7406—–\u903b\u8f91\u56de\u5f52\u7b97\u6cd5
\n <\/a>
\n <\/h3>\n

\n
\n \u6df1\u5ea6\u5b66\u4e60\u539f\u7406—–\u5168\u8fde\u63a5\u795e\u7ecf\u7f51\u7edc
\n <\/a>
\n \u200b\u200b\u200b\u200b\u200b\u200b\u200b
\n <\/h3>\n

\n
\n \u6df1\u5ea6\u5b66\u4e60\u539f\u7406—–\u5377\u79ef\u795e\u7ecf\u7f51\u7edc
\n <\/a>
\n <\/h3>\n

\n
\n \u6df1\u5ea6\u5b66\u4e60\u539f\u7406—–\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff08RNN\u3001LSTM\uff09
\n <\/a>
\n \u200b\u200b\u200b\u200b\u200b\u200b\u200b
\n <\/h3>\n

\n
\n
\n
\n \u89c6\u9891\u6559\u5b66\u8bfe\u7a0b
\n <\/span>
\n <\/span>
\n <\/span>
\n <\/h2>\n

\n
\n
\n
\n
\n \u5feb\u901f\u5e26\u4f60\u5165\u95e8\u6df1\u5ea6\u5b66\u4e60\u4e0e\u5b9e\u6218
\n <\/a>
\n \u200b\u200b\u200b\u200b\u200b\u200b\u200b
\n <\/span>
\n <\/span>
\n <\/span>
\n <\/h3>\n

\n
\n
\n
\n \u200b\u200b\u200b\u200b\u200b\u200b\u200b
\n <\/span>
\n <\/span>
\n <\/span>
\n
\n
\n
\n \u200b\u200b\u200b\u200b\u200b\u200b\u200b
\n <\/span>
\n <\/span>
\n <\/span>
\n \u200b\u200b\u200b\u200b\u200b\u200b\u200b
\n <\/h3>\n

\n
\n \u524d\u8a00
\n <\/a>
\n <\/h4>\n

\n
\n \u4e00\u3001\u82f1\u4f1f\u8fbe\u9a71\u52a8\u5b89\u88c5\u4e0e\u66f4\u65b0
\n <\/a>\n <\/p>\n

\n
\n \u4e8c\u3001Anaconda \u7684\u5b89\u88c5
\n <\/a>\n <\/p>\n

\n
\n \u4e09\u3001Pytorch\u73af\u5883\u5b89\u88c5
\n <\/a>\n <\/p>\n

\n
\n \u56db\u3001paddlepaddle\u73af\u5883\u5b89\u88c5
\n <\/a>\n <\/p>\n

\n
\n \u4e94\u3001pycharm\u5b89\u88c5–\u9a8c\u8bc1CUDA\u548ccudnn\u7248\u672c
\n <\/a>\n <\/p>\n

\n \u524d\u8a00
\n <\/h2>\n

\n \u4e4b\u524d\u6211\u4eec\u5728\u5229\u7528GPU\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u7684\u65f6\u5019\uff0c\u90fd\u8981\u53bbNVIDIA\u7684\u5b98\u7f51\u4e0b\u8f7dCUDA\u7684\u5b89\u88c5\u7a0b\u5e8f\u548ccudnn\u7684\u538b\u7f29\u5305\uff0c\u7136\u540e\u518d\u8fdb\u884c\u5f88\u7e41\u7410\u7684\u7cfb\u7edf\u73af\u5883\u914d\u7f6e\u3002\u4e0d\u4ec5\u73af\u5883\u914d\u7f6e\u9ebb\u70e6\uff0c\u800c\u4e14\u8fd8\u7279\u522b\u5bb9\u6613\u914d\u7f6e\u9519\u8bef\uff0c\u7279\u522b\u8fd8\u6709CUDA\u548ccudnn\u7248\u672c\u7684\u5bf9\u5e94\u4e5f\u7279\u522b\u5bb9\u6613\u641e\u9519\uff0c\u4f46\u662f\u5229\u7528anaconda\u5b89\u88c5\u914d\u7f6epytorch\u548cpaddlepaddle\u73af\u5883\u7684\u65f6\u5019\u4f1a\u81ea\u52a8\u5e2e\u6211\u4eec\u914d\u7f6e\u597dcuda\u548ccudnn\u3002\u8fd9\u7bc7\u535a\u5ba2\u5c31\u662f\u9488\u5bf9\u5c0f\u767d\u7684\u4fdd\u59c6\u7ea7\u6df1\u5ea6\u5b66\u4e60\u7684\u73af\u5883\u914d\u7f6e\u6559\u7a0b\n <\/p>\n

\n \u4e00\u3001NVIDIA\u9a71\u52a8\u5b89\u88c5\u4e0e\u66f4\u65b0
\n <\/h2>\n

\n \u663e\u5361\u9a71\u52a8\u7a0b\u5e8f\u5c31\u662f\u7528\u6765\u9a71\u52a8\u663e\u5361\u7684\u7a0b\u5e8f\uff0c\u5b83\u662f\u786c\u4ef6\u6240\u5bf9\u5e94\u7684\u8f6f\u4ef6\u3002\u9a71\u52a8\u7a0b\u5e8f\u5373\u6dfb\u52a0\u5230\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u7684\u4e00\u5c0f\u5757\u4ee3\u7801\uff0c\u5176\u4e2d\u5305\u542b\u6709\u5173\u786c\u4ef6\u8bbe\u5907\u7684\u4fe1\u606f\u3002\u6b63\u5e38\u6709\u663e\u5361\u7684\u7535\u8111\u90fd\u662f\u6709\u9a71\u52a8\u7a0b\u5e8f\u7684\uff0c\u4f46\u662f\u6709\u7684\u65f6\u5019\u9a71\u52a8\u53ef\u80fd\u7248\u672c\u6bd4\u8f83\u4f4e\uff0c\u652f\u6301\u7684cuda\u7248\u672c\u4e5f\u662f\u6bd4\u8f83\u4f4e\u7684\uff08\u4f46\u662f\u6709\u7684\u4eba\u7684\u663e\u5361\u662f\u6bd4\u8f83\u8001\u7684\uff0c\u5c31\u4e0d\u5efa\u8bae\u66f4\u65b0\u9a71\u52a8\uff0c\u8fd9\u6837\u4f1a\u5bfc\u81f4\u5404\u79cd\u5404\u6837\u7684\u95ee\u9898\uff0c\u4f46\u662f\u641e\u6df1\u5ea6\u5b66\u4e60\u8fd8\u662f\u8981\u7528\u4e00\u5757\u597d\u7684\u663e\u5361\u7528\u6765\u5b66\u4e60\uff0c\u8fd9\u70b9\u6211\u662f\u6709\u8840\u6cea\u6559\u8bad\u7684\uff0c\u54ac\u54ac\u7259\u4e70\u5757\u597d\u7684\u663e\u5361\uff0c\u628a\u77e5\u8bc6\u5b66\u5230\u624b\uff0c\u4ee5\u540e\u7684\u5de5\u8d44\u53ef\u4ee5\u591a\u8d5a\u4f1a\u5f88\u591a\u663e\u5361\u7684\u94b1\uff09\uff0cNVIDIA\u51fa\u768430\u7cfb\u5217\u7684\u663e\u5361\u597d\u50cf\u53ea\u652f\u6301cuda11\u4ee5\u4e0a\u7684\u7248\u672c\u3002\n <\/p>\n

\n \u9996\u5148\u67e5\u770b\u7535\u8111\u7684\u663e\u5361\u7248\u672c\uff0c\u6b65\u9aa4\u4e3a\uff1a\u6b64\u7535\u8111\u53f3\u51fb–>\u7ba1\u7406–>\u8bbe\u5907\u7ba1\u7406\u5668–>\u663e\u793a\u9002\u914d\u5668\u3002\u5c31\u53ef\u4ee5\u770b\u5230\u7535\u8111\u663e\u5361\u7684\u7248\u672c\u4e86\u3002\u5982\u56fe\uff0c\u53ef\u4ee5\u770b\u5230\u6211\u7684\u662f\u4e00\u5757RTX3060\u663e\u5361\u3002\n <\/p>\n

\n

\n \u6709\u663e\u5361\u9a71\u52a8\u7684\uff0c\u53ef\u4ee5\u76f4\u63a5\u5728\u684c\u9762\u53f3\u952e\uff0c\u627e\u5230\u82f1\u4f1f\u8fbe\u9a71\u52a8\u63a7\u5236\u9762\u677f\u6253\u5f00\u5c31\u597d\u4e86\u3002\n <\/p>\n

\n

\n \u518d\u5f97\u77e5\u4ee5\u4e0a\u7684\u4fe1\u606f\u4ee5\u540e\u6211\u4eec\u5c31\u53ef\u4ee5\u5bf9\u5e94\u6211\u4eec\u7684\u663e\u5361\u53bb\u82f1\u4f1f\u8fbe\u5b98\u7f51\u4e0a\u53bb\u627e\u76f8\u5bf9\u5e94\u7684\u663e\u5361\u9a71\u52a8\u66f4\u65b0\u6216\u8005\u4e0b\u8f7d\u4e86\u3002\n <\/p>\n

\n \u663e\u5361\u9a71\u52a8\u7684\u4e0b\u8f7d
\n
\n \u5730\u5740
\n <\/a>
\n \uff08\u53ef\u80fd\u6253\u5f00\u6bd4\u8f83\u6162\uff0c\u591a\u6253\u5f00\u51e0\u904d\uff09\u3002\n <\/p>\n

\n \u7136\u540e\u6839\u636e\u81ea\u5df1\u7684\u7535\u8111\u7684\u914d\u7f6e\u53bb\u9009\u62e9\u9a71\u52a8\u3002\u8fd9\u91ccNotebooks\u662f\u7b14\u8bb0\u672c\u7684\u610f\u601d\uff0c\u6240\u4ee5\u5982\u679c\u4f60\u662f\u7b14\u8bb0\u672c\u7535\u8111\uff0c\u90a3\u4e48\u4ea7\u54c1\u7cfb\u5217\u90a3\u4e2a\u9009\u9879\u5c31\u8981\u9009\u62e9\uff08Notebooks\uff09\u7684\u3002\u8fd8\u6709\u90a3\u4e2a\u4e0b\u8f7d\u7c7b\u578b\u6709\u4e24\u79cd\u4e00\u4e2a\u662fStudio\u7248\u672c\uff0c\u4e00\u4e2a\u662fGame Ready\u7248\u672c\u3002\u5176\u5b9e\u4e24\u4e2a\u7248\u672c\u90fd\u5dee\u4e0d\u591a\uff0c\u4e00\u4e2a\u662f\u504f\u529e\u516c\u7528\uff0c\u4e00\u4e2a\u662f\u504f\u6e38\u620f\u5a31\u4e50\u3002\u6309\u5982\u4e0b\u64cd\u4f5c\u5c06\u9a71\u52a8\u4e0b\u8f7d\u4e0b\u6765\u3002\u7136\u540e\u70b9\u51fb\u4e0b\u8f7d\u6765\u7684\u7a0b\u5e8f\uff0c\u4e0d\u65ad\u7684\u4e0b\u4e00\u6b65\u5c31\u597d\u4e86\u3002\n <\/p>\n

\n

\n \u5b89\u88c5\uff08\u66f4\u65b0\uff09\u597d\u4e86\u663e\u5361\u9a71\u52a8\u4ee5\u540e\u3002\u6211\u4eec\u6309\u4e0bwin+R\u7ec4\u5408\u952e\uff0c\u6253\u5f00cmd\u547d\u4ee4\u7a97\u53e3\u3002\u8f93\u5165\u5982\u4e0b\u7684\u547d\u4ee4\u3002\n <\/p>\n

nvidia-smi<\/code><\/pre>\n
\n   \u5f97\u5230\u5982\u4e0b\u56fe\u7684\u4fe1\u606f\u56fe\uff0c\u53ef\u4ee5\u770b\u5230\u9a71\u52a8\u7684\u7248\u672c\u662f471.68\uff1b\u6700\u9ad8\u652f\u6301\u7684CUDA\u7248\u672c\u662f11.4\u7248\u672c\u3002\u5f97\u5230\u663e\u5361\u7684\u6700\u9ad8\u652f\u6301\u7684CUDA\u7248\u672c\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u6839\u636e\u8fd9\u4e2a\u4fe1\u606f\u6765\u5b89\u88c5\u73af\u5883\u4e86\u3002\n  <\/p>\n
\n
\n   \u4e8c\u3001Anaconda \u7684\u5b89\u88c5
\n  <\/h2>\n
\n   \u6253\u5f00
\n   
\n    \u7f51\u5740
\n   <\/a>
\n   \uff0c\u73b0\u5728\u662f2021\u5e748\u6708\uff0c\u5bf9\u5e94\u7684anaconda\u7248\u672c\u662f\u652f\u6301python3.8\u3002\u5982\u679c\u60f3\u4e0b\u8f7d\u4e4b\u524d\u7684\u7248\u672c\uff0c\u6216\u8005\u66f4\u4f4epython\u7248\u672c\u7684anaconda\uff0c\u53ef\u4ee5\u6253\u5f00
\n   
\n    \u7f51\u5740
\n   <\/a>
\n   \u3002\n  <\/p>\n
\n
\n   \u53cc\u51fb\u4e0b\u8f7d\u597d\u7684anaconda\u5b89\u88c5\u5305\uff0cjust me\u662f\u8bf4\u53ea\u4f9b\u5f53\u524d\u7528\u6237\u4f7f\u7528\u3002all user \u662f\u4f9b\u4f7f\u7528\u8fd9\u53f0\u7535\u8111\u7684\u6240\u6709\u7528\u6237\u4f7f\u7528\uff0c\u662f\u6743\u9650\u95ee\u9898\u3002\u5bf9\u7a7a\u95f4\u5f71\u54cd\u4e0d\u5927\u3002\u5982\u679c\u4f60\u7684\u7535\u8111\u4e0a\u53ea\u6709\u5efa\u4e86\u4e00\u4e2a\u7528\u6237\uff0call users\u548cjust me \u7684\u4f5c\u7528\u662f\u4e00\u6837\u7684\u3002\u6240\u4ee5\u70b9\u51fbjust me\u5c31\u597d\u4e86\u3002\n  <\/p>\n
\n
\n   \u7136\u540e\u70b9\u51fbnext\uff0c\u5f53\u8ba9\u4f60\u9009\u62e9\u5b89\u88c5\u5b89\u88c5\u8def\u5f84\u7684\u65f6\u5019\uff0c\u4e00\u5b9a\u4e0d\u8981\u9009\u62e9\u9ed8\u8ba4\u5b89\u88c5\u4f4d\u7f6e\uff0c\u56e0\u4e3a\u9ed8\u8ba4\u4f4d\u7f6e\u662fc\u76d8\uff0c\u4ee5\u540e\u8981\u5728anaconda\u91cc\u9762\u521b\u5efa\u73af\u5883\u7684\u65f6\u5019\u4f1a\u5f88\u5360\u5185\u5b58\uff0c\u6700\u597d\u5728D\u76d8\u4e2d\u521b\u5efa\u4e00\u4e2a\u6587\u4ef6\u5939\u6765\u653eanaconda\u3002\n  <\/p>\n
\n
\n   \u548c\u56fe\u4e2d\u4e00\u6837\u5c06\u56fe\u4e2d\u7684\u221a\u52fe\u4e0a\uff0c\u867d\u7136\u51fa\u73b0\u7ea2\u8272\u7684\u8b66\u544a\uff0c\u4f46\u662f\u8981\u52fe\u4e0a\uff0c\u5c06anaconda\u6dfb\u52a0\u5230\u73af\u5883\u53d8\u91cf\u4e2d\u53bb\u3002\u7136\u540e\u70b9\u51fb\u5b8c\u6210\u5c31\u597d\u4e86\u3002\n  <\/p>\n
\n
\n   \u5b89\u88c5\u5b8c\u6210\u4ee5\u540e\uff0c\u6309\u4e0b\u5f00\u59cb\u952e\uff08win\u952e\uff09\u5728\u5de6\u8fb9\u5c31\u4f1a\u51fa\u73b0anaconda3\u8fd9\u4e2a\u6587\u4ef6\u5939\uff0c\u53ef\u4ee5\u53d1\u73b0anaconda\u5df2\u7ecf\u5b89\u88c5\u597d\u4e86\u3002\n  <\/p>\n
\n
\n   \u4e09\u3001Pytorch\u73af\u5883\u5b89\u88c5
\n  <\/h2>\n
\n   \u6309\u4e0b\u5f00\u59cb\u952e\uff08win\u952e\uff09\uff0c\u70b9\u51fb\u5982\u56fe\u4e2d\u7684\u56fe\u6807\u3002\u6253\u5f00anaconda\u7684\u7ec8\u7aef\u3002\n  <\/p>\n
\n
\n   \u6267\u884c\u5982\u4e0b\u7684\u6307\u4ee4\u67e5\u770b\u6709\u54ea\u4e9b\u73af\u5883\n  <\/p>\n
conda env list<\/code><\/pre>\n
\n   \u53ef\u4ee5\u770b\u51fa\u6765\uff0c\u65b0\u5b89\u88c5\u7684anaconda\u53ea\u6709\u4e00\u4e2abase\u73af\u5883\u3002\n  <\/p>\n
\n
\n   \u8fd9\u91cc\u5148\u8bb2\u4e00\u4e0banaconda\u73af\u5883\uff0c\u9996\u5148base\u73af\u5883\u662f\u4e00\u4e2a\u5927\u7684\u73af\u5883\uff0c\u7c7b\u4f3c\u4e00\u4e2a\u5f88\u5927\u7684\u4e00\u4e2a\u623f\u5b50\uff08\u4f46\u662f\u6ca1\u6709\u623f\u95f4\uff09\uff0c\u5f53\u6211\u4eec\u6bcf\u521b\u5efa\u4e00\u4e2a\u73af\u5883\u5c31\u90fd\u4f1a\u76f8\u5f53\u4e8e\u5728\u8fd9\u4e2a\u5927\u623f\u5b50\u91cc\u9762\u7528\u9694\u677f\u521b\u5efa\u4e00\u4e2a\u623f\u95f4\uff0c\u7136\u540e\u8fd9\u4e2a\u623f\u95f4\u91cc\u9762\u53ef\u4ee5\u5b89\u88c5\u6211\u4eec\u6240\u9700\u8981\u7684\u5305\uff0c\u8fd9\u6837\u7ba1\u7406\u8d77\u6765\u5c31\u6bd4\u8f83\u65b9\u4fbf\u3002\u5982\u56fe\u53ef\u4ee5\u6bd4\u8f83\u76f4\u89c2\u7684\u8be0\u91caanaconda\u7684\u73af\u5883\n  <\/p>\n
\n
\n   \u521b\u5efa\u865a\u62df\u73af\u5883conda create -n \u73af\u5883\u540d\u5b57\uff08\u82f1\u6587\uff09 python=x.x\uff08python\u7248\u672c\uff09\uff0c\u5982\u4e0b\uff0c\u6211\u5c31\u662f\u521b\u5efa\u4e86\u4e00\u4e2a\u540d\u5b57\u53ebpytorch\uff0cpython\u662f3.8\u7248\u672c\u7684\u73af\u5883\u3002\n  <\/p>\n
conda create -n pytorch python=3.8<\/code><\/pre>\n
\n   \u5728base\u73af\u5883\u4e2d\u6267\u884c\u5982\u4e0a\u7684\u547d\u4ee4\uff0c\u5c31\u4f1a\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u865a\u62df\u73af\u5883\uff0c\u8fd9\u4e2a\u865a\u62df\u73af\u5883\u4f1a\u5b89\u88c5\u4e00\u4e9b\u57fa\u7840\u7684\u5305\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002\u8be2\u95ee\u662f\u5426\u5b89\u88c5\u7684\u65f6\u5019\uff0c\u8f93\u5165y\u3002\u5c31\u53ef\u4ee5\u521b\u5efa\u73af\u5883\u4e86\u3002\n  <\/p>\n
\n
\n   \u5f53\u5b89\u88c5\u597d\u4e86\u4ee5\u540e\uff0c\u6267\u884cconda env list\u8fd9\u4e2a\u547d\u4ee4\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u6bd4\u4e00\u5f00\u59cb\u591a\u4e86\u4e00\u4e2apytorch\u8fd9\u4e2a\u73af\u5883\u3002\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u73af\u5883\u91cc\u9762\u5b89\u88c5\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u548c\u4e00\u4e9bPython\u5305\u4e86\u3002\n  <\/p>\n
\n
\n   \u6267\u884c\u5982\u4e0b\u547d\u4ee4\uff0c\u6fc0\u6d3b\u8fd9\u4e2a\u73af\u5883\u3002conda activate \u865a\u62df\u73af\u5883\u540d\u79f0\n  <\/p>\n
conda activate pytorch\n<\/code><\/pre>\n
\n   \u5b89\u88c5pytorch-gup\u7248\u7684\u73af\u5883\uff0c\u7531\u4e8epytorch\u7684\u5b98\u7f51\u5728\u56fd\u5916\uff0c\u4e0b\u8f7d\u76f8\u5173\u7684\u73af\u5883\u5305\u662f\u6bd4\u8f83\u6162\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u7ed9\u73af\u5883\u6362\u6e90\u3002\u5728pytorch\u73af\u5883\u4e0b\u6267\u884c\u5982\u4e0b\u7684\u547d\u540d\u7ed9\u73af\u5883\u6362\u6e05\u534e\u6e90\u3002\n  <\/p>\n
conda config --add channels https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/pkgs\/free\/\nconda config --add channels https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/pkgs\/main\/\nconda config --add channels https:\/\/mirrors.tuna.tsinghua.edu.cn\/anaconda\/cloud\/pytorch\/\nconda config --set show_channel_urls yes<\/code><\/pre>\n
\n
\n   \u7136\u540e\u6253\u5f00pytorch\u7684
\n   
\n    \u5b98\u7f51
\n   <\/a>
\n   \uff0c\u7531\u4e8e\u5f00\u5934\u6211\u4eec\u901a\u8fc7\u9a71\u52a8\u68c0\u6d4b\u5230\u6211\u7684\u663e\u5361\u4e3a RTX3060\uff0c\u6700\u9ad8\u652f\u6301cuda11.4\u7248\u672c\uff0c\u6240\u4ee5\u6211\u4eec\u9009\u62e9cuda11.1\u7248\u672c\u7684cuda\uff0c\u7136\u540e\u5c06\u4e0b\u9762\u7ea2\u8272\u6846\u6846\u4e2d\u7684\u5185\u5bb9\u590d\u5236\u4e0b\u6765\uff0c\u4e00\u5b9a\u4e0d\u8981\u628a\u540e\u9762\u7684-c pytorch -c conda-forge\u4e5f\u590d\u5236\u4e0b\u6765\uff0c\u56e0\u4e3a\u8fd9\u6837\u8fd0\u884c\u5c31\u662f\u8fd8\u662f\u5728\u56fd\u5916\u6e90\u4e0b\u8f7d\uff0c\u8fd9\u6837\u5c31\u4f1a\u5f88\u6162\u3002\n  <\/p>\n
\n
\n   \u5c06\u590d\u5236\u7684\u5185\u5bb9\u7c98\u8d34\u5230pytorch\u73af\u5883\u4e0b\u7684\u7ec8\u7aef\uff0c\u8fd0\u884c\u5c31\u53ef\u4ee5\u4e86\n  <\/p>\n
\n   \u8fd9\u65f6\u5019\u5c31\u5f00\u59cb\u4e0b\u8f7d\u73af\u5883\u6240\u9700\u8981\u7684\u4f9d\u8d56\u5305\u4e86\u3002\n  <\/p>\n
\n   \u56db\u3001paddlepaddle\u73af\u5883\u5b89\u88c5
\n  <\/h2>\n
\n   \u5982pytorch\u73af\u5883\u5b89\u88c5\u4e00\u6837\uff0c\u9996\u5148\u5728base\u73af\u5883\u4e0b\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u73af\u5883\u6765\u5b89\u88c5paddlepaddle\u6846\u67b6\u3002\u9996\u5148\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u73af\u5883\u540d\u53ebpaddle\u3002\u6267\u884c\u5982\u4e0b\u547d\u4ee4\u3002\n  <\/p>\n
conda create -n paddle python=3.8\n<\/code><\/pre>\n
\n   \u521b\u5efa\u597d\u4e86\u540d\u53ebpaddle\u8fd9\u4e2a\u73af\u5883\u4ee5\u540e\uff0c\u8fdb\u5165\u5230\u8fd9\u4e2a\u73af\u5883\u4e2d\uff08\u53ef\u4ee5\u5728pytorch\u73af\u5883\u4e0b\u8fdb\u5165\uff09\uff0c\u6267\u884c\u5982\u4e0b\u547d\u4ee4\u3002\n  <\/p>\n
conda activate paddle\n<\/code><\/pre>\n
\n   \u6211\u4eec\u5728\u6253\u5f00paddlepaddle\u7684
\n   
\n    \u5b98\u7f51
\n   <\/a>
\n   \u3002\u6211\u4eec\u9009\u62e9cuda11.2\u7248\u672c\u3002\n  <\/p>\n
\n
\n   \u590d\u5236\u5982\u4e0b\u7684\u7ea2\u8272\u6846\u6846\u4e2d\u7684\u547d\u4ee4\uff0c\u7531\u4e8e\u8fd9\u4e2a\u547d\u4ee4\u5c31\u662f\u5728\u6e05\u534e\u6e90\u4e2d\u4e0b\u8f7d\uff0c\u6240\u4ee5\u76f4\u63a5\u590d\u5236\u8fd9\u4e2a\u547d\u4ee4\u5230anaconda prompt\u4e2d\u53bb\u7136\u540e\u8fd0\u884c\u5c31\u53ef\u4ee5\u4e86\uff0c\u5982\u4ee5\u4e0b\u622a\u56fe\u3002\n  <\/p>\n<\/p>\n
\n   \u8fd0\u884c\u5982\u4e0a\u7684\u547d\u540d\u4ee5\u540e\uff08\u4e2d\u95f4\u4f1a\u8be2\u95ee\u60a8\u662f\u5426\u786e\u5b9a\u5b89\u88c5\uff0c\u8f93\u5165y\u5c31\u53ef\u4ee5\u4e86\uff09\uff0c\u5c31\u53ef\u4ee5\u5b89\u88c5paddlepaddle\u6846\u67b6\u6240\u9700\u8981\u7684\u57fa\u672c\u73af\u5883\u4f9d\u8d56\u5305\uff08
\n   
\n    \u5982\u679c\u4e2d\u95f4\u7f51\u4e0d\u597d\uff0c\u5bfc\u81f4\u6709\u4e9b\u5305\u4e0b\u8f7d\u5931\u8d25\uff0c\u4ece\u65b0\u8fd0\u884c\u5982\u4e0a\u7684\u5417\uff0c\u547d\u4ee4\u5c31\u53ef\u4ee5\u65ad\u70b9\u4e0b\u8f7d\u4e86
\n   <\/span>
\n   \uff09\u3002\n  <\/p>\n
\n   \u81f3\u6b64\u3002pytorch\u548cpaddlepaddle\u7684\u6df1\u5ea6\u5b66\u4e60\u73af\u5883\u5c31\u5b89\u88c5\u597d\u4e86\u3002\n  <\/p>\n
\n   \u4e94\u3001pycharm\u5b89\u88c5–\u9a8c\u8bc1CUDA\u548ccudnn\u7248\u672c
\n  <\/h2>\n
\n   \u6253\u5f00\u8fd9\u4e2apycharm
\n   
\n    \u7f51\u5740
\n   <\/a>
\n   \uff0c\u53ef\u4ee5\u53d1\u73b0\u4e00\u5171\u6709\u4e24\u4e2a\u7248\u672c\u4e00\u4e2a\u662f\u4e13\u4e1a\u7248\uff08Professional\uff09\uff0c\u4e00\u4e2a\u662f\u793e\u533a\u7248\uff08Community\uff09\uff0c\u4e13\u4e1a\u7248\u662f\u9700\u8981\u82b1\u94b1\u7684\uff0c\u597d\u51e0\u767e\u7f8e\u5143\u4e00\u5e74\u3002\u800c\u793e\u533a\u7248\u662f\u514d\u8d39\u7684\uff0c\u4f46\u662f\u4e5f\u591f\u7528\u4e86\uff0c\u6240\u4ee5\u5c31\u4e0b\u8f7d\u5b89\u88c5\u793e\u533a\u7248\u5c31\u597d\u4e86\u3002\n  <\/p>\n
\n
\n   \u5c06\u4e0b\u8f7d\u597d\u7684pycharm\u5b89\u88c5\u5305\uff0c\u53cc\u51fb\u3002\u5b89\u88c5\u7684\u5730\u5740\u6700\u597d\u4e0d\u8981\u653e\u5728C\u76d8\uff0c\u6211\u662f\u5b89\u88c5\u5728D\u76d8\uff08\u53cd\u6b63\u6211 \u7684\u8f6f\u4ef6\u662f\u4e0d\u559c\u6b22\u5b89\u88c5\u5728C\u76d8\u7684\u3002\u603b\u5bb3\u6015C\u76d8\u4f1a\u6ee1\uff09\u3002\n  <\/p>\n
\n
\n   \u5c06\u6240\u6709\u7684\u221a\u90fd\u52fe\u4e0a\uff0c\n  <\/p>\n
\n
\n   \u5b89\u88c5\u597d\u4e86\u70b9\u51fb\u7b2c\u4e8c\u4e2a\u6846\u6846\uff0c\u7136\u540e\u70b9\u5b8c\u6210\u5c31\u597d\u4e86\n  <\/p>\n
\n
\n   \u6253\u5f00pycharm\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5de5\u7a0b\uff0c\u6765\u6d4b\u8bd5anaconda\u662f\u5426\u5728\u5b89\u88c5pytorch\u548cpaddlepaddle\u6846\u67b6\u7684\u65f6\u5019\u4e5f\u5b89\u88c5\u4e86cuda\u548ccudnn\u3002\u6309\u5982\u4e0b\u4e24\u56fe\u521b\u5efa\u4e00\u4e2a\u5de5\u7a0b\uff08\u65b0\u5de5\u7a0b\u597d\u50cf\u5fc5\u987b\u8981\u5b89\u88c5\u4e00\u4e2a\u65b0\u7684python\u63d2\u4ef6\uff09\uff0c\u65b0\u7684\u5de5\u7a0b\u6700\u597d\u5728D\u76d8\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6\u5939\u4e0b\uff0c\u6709\u7684\u5de5\u7a0b\u5f88\u5927\uff0cC\u76d8\u5bb9\u6613\u88c5\u6ee1\u3002\n  <\/p>\n
\n
\n
\n   \u6309\u4ee5\u4e0a\u7684\u65b9\u5f0f\u521b\u5efa\u4e86\u4e00\u4e2a\u5de5\u7a0b\uff0c\u8fd9\u65f6\u5019\u6211\u4eec\u5c31\u8981\u9009\u62e9\u6211\u4eec\u5728anaconda\u91cc\u9762\u5b89\u88c5\u7684\u73af\u5883\uff0c\u5728\u754c\u9762\u7684\u53f3\u4e0b\u89d2\n  <\/p>\n
\n
\n   \u6309\u7167\u5982\u56fe\u4e2d\u7684\u9009\u9879\u9009\u62e9\u6211\u4eec\u5728anaconda\u4e2d\u521b\u5efa\u7684\u6df1\u5ea6\u5b66\u4e60\u73af\u5883\uff0c\u53ef\u4ee5\u770b\u5230\u6709paddle\u548cpytorch\u4e24\u4e2a\u73af\u5883\uff0c\u6211\u4eec\u5148\u9009\u62e9pytorch\u73af\u5883\u3002\n  <\/p>\n
\n
\n   \u6b64\u65f6\u521a\u521a\u7684\u53f3\u4e0b\u89d2\u5df2\u7ecf\u6709\u4e86\u6211\u4eec\u521a\u521a\u9009\u62e9\u7684pytorch\u73af\u5883\u4e2d\u7684python\u4e86\u3002\n  <\/p>\n
\n
\n   \u6211\u4eec\u5728\u521b\u5efa\u7684\u5de5\u7a0b\u91cc\u9762\u521b\u5efa\u4e00\u4e2apython\u811a\u672c\uff0c\u5728\u811a\u672c\u4e2d\u8fd0\u884c\u5982\u4e0b\u4ee3\u7801\uff0c\u67e5\u770b\u662f\u5426anconda\u5728\u5b89\u88c5pytorch\u73af\u5883\u7684\u65f6\u5019\u4e5f\u5b89\u88c5\u4e86cuda\u548ccudnn\u3002\n  <\/p>\n
import torch\nprint(torch.cuda.is_available())\nprint(torch.backends.cudnn.is_available())\nprint(torch.cuda_version)\nprint(torch.backends.cudnn.version())\n<\/code><\/pre>\n
\n   \u53ef\u4ee5\u53d1\u73b0\u63a7\u5236\u53f0\u6253\u5370\u51fa\u4e24\u4e2aTrue,\u53ef\u4ee5\u8bf4\u660ecuda\u548ccudnn\u5df2\u7ecf\u5b89\u88c5\u3002\u5e76\u4e14\u53ef\u4ee5\u5f97\u5230cuda\u7684\u7248\u672c\u4e3a11.1\u548ccudnn\u7684\u7248\u672c\u4e3a8.05\u7248\u672c\u3002\n  <\/p>\n
\n
\n   \u5b89\u88c5\u5982\u4e0a\u7684\u65b9\u6cd5\u5c06python\u7684\u7248\u672c\u5207\u6362\u4e3apaddle\u73af\u5883\u4e2d\u7684python\u63d2\u4ef6\u3002\u8fd0\u884c\u5982\u4e0b\u7684\u4ee3\u7801\n  <\/p>\n
import paddle\nprint(paddle.utils.run_check())<\/code><\/pre>\n
\n   \u53ef\u4ee5\u5f97\u5230cudade \u7248\u672c\u4e3a11.2\uff0ccudnn\u7684\u7248\u672c\u4e3a8.1\u3002\n  <\/p>\n
\n   \u81f3\u6b64\u6211\u4eec\u7684\u6df1\u5ea6\u5b66\u4e60\u73af\u5883\u5b89\u88c5\u5c31\u5df2\u7ecf\u5b8c\u5168\u5b8c\u6210\u3002\u63a5\u4e0b\u6765\u53ef\u4ee5\u5728\u76f8\u5bf9\u7684\u73af\u5883\u4e0b\u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u7684\u5b9e\u9a8c\u4e86\u3002\n  <\/p>\n
\n   
\n    
\n     \u6700\u540e\u8fd8\u8981\u7533\u660e\u4e00\u4e0b\uff0c\u4f60\u53ef\u4ee5\u521b\u5efa\u4e0d\u540c\u7684\u73af\u5883\uff0c\u5728\u91cc\u9762\u5b89\u88c5\u4e0d\u540c\u7248\u672c\u7684cuda\u548ccudnn\u7248\u672c\u3002\u5df2\u7ecf\u4eb2\u81ea\u5c1d\u8bd5\u8fc7\u4e86\uff0c\u662f\u53ef\u4ee5\u7684\u3002
\n    <\/span>
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