{"id":20553,"date":"2025-04-19T03:27:47","date_gmt":"2025-04-18T19:27:47","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/20553.html"},"modified":"2025-04-19T03:27:47","modified_gmt":"2025-04-18T19:27:47","slug":"%e6%9c%80%e6%96%b0-%ef%bc%9a%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%9a%84cuda%e7%89%88%e6%9c%ac%e5%a4%aa%e8%80%81%e6%97%a7%e6%80%8e%e4%b9%88%e5%8a%9e-cuda%e5%ae%89%e8%a3%85%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/20553.html","title":{"rendered":"\u6700\u65b0 \uff1a\u670d\u52a1\u5668\u7684cuda\u7248\u672c\u592a\u8001\u65e7\u600e\u4e48\u529e--cuda\u5b89\u88c5\u6307\u5357"},"content":{"rendered":"<hr \/>\n<h4>0.\u5199\u5728\u524d\u9762<\/h4>\n<p>\u6700\u8fd1\u5f00\u5b66\u6362\u4e86\u65b0\u7684\u670d\u52a1\u5e73\u53f0\u5b9e\u4f8b&#xff0c;\u53d1\u73b0\u91cc\u9762\u7684\u914d\u7f6e\u5f88\u65e7&#xff0c;\u53c8\u53d1\u73b0\u7f51\u4e0a\u6ca1\u6709\u76f8\u5173\u6700\u65b0\u6559\u7a0b\u3002 \u4ee5\u5b89\u88c5cuda12.2\u4e3a\u4f8b \u2026 \u672c\u6765\u60f3\u76f4\u63a5\u5b89\u88c5\u6211\u9a71\u52a8\u80fd\u591f\u652f\u6301\u7684\u6700\u65b0\u7684cuda \u540e\u6765\u53d1\u73b0\u8fd9\u6837\u53ca\u5176\u4e0d\u65b9\u4fbf &#xff0c;\u5927\u5bb6\u8fd8\u662f\u5b89\u88c5\u7ecf\u5178\u7684&#xff0c;\u7528\u7684\u591a\u6bd4\u598211.8 &#xff0c;12.1&#xff0c;12.4,\u8fd9\u6837\u5b89\u88c5torch\u65b9\u4fbf&#xff0c;\u6bd4\u5982<\/p>\n<p>conda <span class=\"token function\">install<\/span> <span class=\"token assign-left variable\">pytorch<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">2.5<\/span>.1 <span class=\"token assign-left variable\">torchvision<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">0.20<\/span>.1 <span class=\"token assign-left variable\">torchaudio<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">2.5<\/span>.1 pytorch-cuda<span class=\"token operator\">&#061;<\/span><span class=\"token number\">12.1<\/span> <span class=\"token parameter variable\">-c<\/span> pytorch <span class=\"token parameter variable\">-c<\/span> nvidia<\/p>\n<hr \/>\n<h4>1. \u786e\u8ba4 NVIDIA \u9a71\u52a8\u662f\u5426\u652f\u6301 CUDA 12.2<\/h4>\n<p>CUDA \u7684\u8fd0\u884c\u4f9d\u8d56 NVIDIA \u9a71\u52a8\u7a0b\u5e8f&#xff0c;\u786e\u4fdd\u4f60\u7684 NVIDIA \u9a71\u52a8\u7248\u672c\u8db3\u591f\u65b0\u3002\u5982\u679c\u7248\u672c\u8fc7\u4f4e&#xff0c;\u5148\u5347\u7ea7\u9a71\u52a8\u3002<\/p>\n<h5>\u68c0\u67e5\u5f53\u524d\u9a71\u52a8\u7248\u672c<\/h5>\n<p>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4&#xff0c;\u67e5\u770b\u5f53\u524d NVIDIA \u9a71\u52a8\u7a0b\u5e8f\u7684\u7248\u672c&#xff1a;<\/p>\n<p>nvidia-smi<\/p>\n<p>\u5728\u8f93\u51fa\u7684\u9876\u90e8&#xff0c;\u4f60\u4f1a\u770b\u5230 Driver Version&#xff0c;\u4f8b\u5982&#xff1a;<\/p>\n<p>&#043;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;&#043;<br \/>\n| NVIDIA-SMI 470.182.03   Driver Version: 470.182.03   CUDA Version: 11.4     |<br \/>\n&#043;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;&#043;<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192742-6802a7ae73b9d.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<hr \/>\n<h4>2. \u4e0b\u8f7d\u548c\u5b89\u88c5 CUDA 12.2<\/h4>\n<h5>2.1 \u4e0b\u8f7d CUDA 12.2 \u5b89\u88c5\u5305<\/h5>\n<p>\u53bb CUDA \u5b98\u65b9\u4e0b\u8f7d\u9875\u9762 \u4e0b\u8f7d 12.2 \u7248\u672c\u7684\u5b89\u88c5\u5305\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192742-6802a7aeb0fcb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h5>\u793a\u4f8b&#xff1a;<\/h5>\n<p>\u4ee5 Ubuntu 20.04 \u4e3a\u4f8b&#xff0c;\u9009\u62e9\u4ee5\u4e0b\u9009\u9879&#xff1a;<\/p>\n<ul>\n<li>Operating System&#xff1a;Linux<\/li>\n<li>Architecture&#xff1a;x86_64 \/\/\u4e0d\u77e5\u9053\u5c31\u5728\u670d\u52a1\u5668\u8f93\u5165&#xff1a;uname -m<\/li>\n<li>Distribution&#xff1a;Ubuntu \/\/\u4e0d\u77e5\u9053\u5c31\u5728\u670d\u52a1\u5668\u8f93\u5165&#xff1a;lsb_release -a<\/li>\n<li>Version&#xff1a;20.04 \/\/ \u7531\u4e0a\u6761\u547d\u4ee4\u53ef\u5f97<\/li>\n<li>Installer Type&#xff1a;deb (local) \/\/ \u6709local\u5c31\u884c<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192743-6802a7afee4a3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u70b9\u51fb Download \u6309\u94ae&#xff0c;\u590d\u5236\u5b89\u88c5\u547d\u4ee4\u3002<\/p>\n<h5>3.2 \u6dfb\u52a0 CUDA \u4ed3\u5e93\u5e76\u5b89\u88c5<\/h5>\n<p>\u5728\u7ec8\u7aef\u4e2d\u6267\u884c\u5b98\u65b9\u7ed9\u51fa\u7684\u5b89\u88c5\u547d\u4ee4\u3002\u4f8b\u5982&#xff1a;<\/p>\n<p><span class=\"token function\">wget<\/span> <span class=\"token function\">wget<\/span> https:\/\/developer.download.nvidia.com\/compute\/cuda\/12.1.1\/local_installers\/cuda_12.1.1_530.30.02_linux.run<br \/>\n<span class=\"token function\">sudo<\/span> <span class=\"token function\">sh<\/span> cuda_12.1.1_530.30.02_linux.run<\/p>\n<h6>\u6ce8\u610f\u5982\u679c\u6ca1\u6709\u7ba1\u7406\u5458\u6a21\u5f0f\u53ef\u4ee5\u8fd9\u6837&#xff0c;\u5f88\u5927\u7a0b\u5ea6\u4e0a\u884c\u4e0d\u901a\u3002\u3002\u3002<\/h6>\n<p><span class=\"token function\">chmod<\/span> &#043;x  cuda_12.1.1_530.30.02_linux.run<br \/>\n<span class=\"token function\">mkdir<\/span> \/home\/mshw\/cuda-12.1\/<br \/>\n<span class=\"token function\">sh<\/span>  cuda_12.1.1_530.30.02_linux.run<\/p>\n<p><span class=\"token comment\"># \u5982\u679c\u51fa\u73b0Log file not open. Segmentation fault (core dumped)\u9519\u8bef&#xff0c;rm -f \/tmp\/cuda_installer.log \u8fd8\u662f\u5f97\u627e\u7ba1\u7406\u5458 <\/span><br \/>\n<span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\">CUDA_HOME<\/span><span class=\"token operator\">&#061;<\/span>\/home\/mshw\/cuda-12.1<br \/>\n<span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\"><span class=\"token environment constant\">PATH<\/span><\/span><span class=\"token operator\">&#061;<\/span><span class=\"token environment constant\">$PATH<\/span>:\/home\/mshw\/cuda-12.1\/bin<br \/>\n<span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\">LD_LIBRARY_PATH<\/span><span class=\"token operator\">&#061;<\/span>\/home\/mshw\/cuda-12.1\/lib64  <\/p>\n<p><span class=\"token comment\"># \u4e0b\u8f7d https:\/\/developer.nvidia.com\/rdp\/cudnn-archive<\/span><br \/>\n<span class=\"token function\">tar<\/span> <span class=\"token parameter variable\">-xvf<\/span> cudnn-linux-x86_64-8.9.7.29_cuda12-archive.tar.xz<\/p>\n<p><span class=\"token function\">cp<\/span> cudnn-*12-archive\/include\/cudnn*.h \/home\/mshw\/cuda-12.1\/include<br \/>\n<span class=\"token function\">cp<\/span> <span class=\"token parameter variable\">-P<\/span> cudnn-*12-archive\/lib\/libcudnn* \/home\/mshw\/cuda-12.1\/lib64<br \/>\n<span class=\"token function\">chmod<\/span> a&#043;r \/home\/mshw\/cuda-12.1\/include\/cudnn*.h \/home\/mshw\/cuda-12.1\/lib64\/libcudnn*<\/p>\n<p>nvcc <span class=\"token parameter variable\">-V<\/span><br \/>\n<span class=\"token function\">which<\/span> nvcc<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192745-6802a7b130a80.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192745-6802a7b16c7f7.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u8fdb\u5165options-&gt;Toolkit options-&gt;\u8bb0\u4f4f\u5b89\u88c5\u4f4d\u7f6e <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192745-6802a7b1a5dd7.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\/20250418192745-6802a7b1dc810.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/> \u6362\u6389\u8001\u7248\u672c <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192746-6802a7b21fe39.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h5>3.3 \u8bbe\u7f6e\u73af\u5883\u53d8\u91cf<\/h5>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e&#xff0c;\u5c06 CUDA \u6dfb\u52a0\u5230\u73af\u5883\u53d8\u91cf\u4e2d\u3002\u5728 .bashrc \u6587\u4ef6\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<\/p>\n<p><span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\"><span class=\"token environment constant\">PATH<\/span><\/span><span class=\"token operator\">&#061;<\/span>\/usr\/local\/cuda-12.1\/bin:<span class=\"token environment constant\">$PATH<\/span><br \/>\n<span class=\"token builtin class-name\">export<\/span> <span class=\"token assign-left variable\">LD_LIBRARY_PATH<\/span><span class=\"token operator\">&#061;<\/span>\/usr\/local\/cuda-12.1\/lib64:<span class=\"token variable\">$LD_LIBRARY_PATH<\/span><\/p>\n<p>\u4fdd\u5b58\u5e76\u8fd0\u884c&#xff1a;<\/p>\n<p><span class=\"token builtin class-name\">source<\/span> ~\/.bashrc<\/p>\n<h5>3.4 \u9a8c\u8bc1 CUDA \u5b89\u88c5<\/h5>\n<p>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u662f\u5426\u6210\u529f\u5b89\u88c5&#xff1a;<\/p>\n<p>nvcc <span class=\"token parameter variable\">-V<\/span><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250418192746-6802a7b25745e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb965\u6b21\uff0c\u70b9\u8d5e3\u6b21\uff0c\u6536\u85cf6\u6b21\u3002\u6700\u8fd1\u5f00\u5b66\u6362\u4e86\u65b0\u7684\u670d\u52a1\u5e73\u53f0\u5b9e\u4f8b\uff0c\u53d1\u73b0\u91cc\u9762\u7684\u914d\u7f6e\u5f88\u65e7\uff0c\u53c8\u53d1\u73b0\u7f51\u4e0a\u6ca1\u6709\u76f8\u5173\u6700\u65b0\u6559\u7a0b\u3002\u4ee5\u5b89\u88c5cuda12.2\u4e3a\u4f8b   \u2026 \u672c\u6765\u60f3\u76f4\u63a5\u5b89\u88c5\u6211\u9a71\u52a8\u80fd\u591f\u652f\u6301\u7684\u6700\u65b0\u7684cuda \u540e\u6765\u53d1\u73b0\u8fd9\u6837\u53ca\u5176\u4e0d\u65b9\u4fbf \uff0c\u5927\u5bb6\u8fd8\u662f\u5b89\u88c5\u7ecf\u5178\u7684\uff0c\u7528\u7684\u591a\u6bd4\u598211.8 \uff0c12.1\uff0c12.4,\u8fd9\u6837\u5b89\u88c5torch\u65b9\u4fbf\uff0c\u6bd4\u5982\u3002_\u670d\u52a1\u5668\u7684cuda\u7248\u672c\u592a\u4f4e<\/p>\n","protected":false},"author":2,"featured_media":20544,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[43,44],"topic":[],"class_list":["post-20553","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-43","tag-44"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6700\u65b0 \uff1a\u670d\u52a1\u5668\u7684cuda\u7248\u672c\u592a\u8001\u65e7\u600e\u4e48\u529e-cuda\u5b89\u88c5\u6307\u5357 - \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\" 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