{"id":2656,"date":"2022-03-02T18:06:18","date_gmt":"2022-03-02T10:06:18","guid":{"rendered":"http:\/\/www.yatenglg.cn\/?p=2656"},"modified":"2022-10-18T16:35:37","modified_gmt":"2022-10-18T08:35:37","slug":"ubuntu-cuda%e5%a4%9a%e7%89%88%e6%9c%ac%e5%ae%89%e8%a3%85%e4%b8%8e%e5%88%87%e6%8d%a2","status":"publish","type":"post","link":"http:\/\/www.yatenglg.cn\/blog\/?p=2656","title":{"rendered":"ubuntu cuda\u591a\u7248\u672c\u5b89\u88c5\u4e0e\u5207\u6362"},"content":{"rendered":"\n

\u4e00. cuda\u591a\u7248\u672c\u8bf4\u660e<\/h2>\n\n\n\n

cuda\u53ef\u4ee5\u591a\u4e2a\u7248\u672c\u5171\u5b58\uff0c\u5e76\u4e14\u9a71\u52a8\u7684cuda\u7248\u672c\uff0c\u53ef\u4ee5\u4e0e\u8fd0\u884c\u7684cuda\u7248\u672c\u4e0d\u540c\u3002<\/p>\n\n\n\n

\u901a\u8fc7 nvidia-smi \u53ef\u4ee5\u67e5\u770b\u9a71\u52a8\u7684cuda\u7248\u672c\u3002<\/p>\n\n\n\n

\u901a\u8fc7nvcc-v\u53ef\u4ee5\u67e5\u770b\u73b0\u5728\u7684\u8fd0\u884c\u7684cuda\u7248\u672c\u3002<\/p>\n\n\n\n

\u4e8c. \u591a\u7248\u672ccuda\u5b89\u88c5<\/h2>\n\n\n\n

\u4e0b\u8f7dcuda run\u6587\u4ef6\uff0c\u7ba1\u7406\u5458\u8fd0\u884c\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n\n\n\n

cuda\u4e0b\u8f7d\u5730\u5740<\/a>\uff0ccudnn\u4e0b\u8f7d\u5730\u5740<\/a>\uff0c\u9700\u7248\u672c\u5bf9\u5e94\u3002<\/p>\n\n\n\n

2.1 cuda\u5b89\u88c5<\/h3>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u53d6\u6d88\u9a71\u52a8\u5b89\u88c5\uff08\u663e\u5361\u5df2\u7ecf\u88c5\u8fc7\u9a71\u52a8\u4e86\uff0c\u4e0d\u8981\u518d\u88c5\u9a71\u52a8\uff09<\/p>\n\n\n\n

\u5b89\u88c5\u6210\u529f\u540e\uff0c\/usr\/local\u4e0b\u5b58\u5728\u591a\u4e2a\u7248\u672c\u7684cuda<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

2.2 cudnn\u5b89\u88c5<\/h3>\n\n\n\n

cudnn\u76f4\u63a5\u5b89\u88c5\u5230\/usr\/local\/cuda-(\u5bf9\u5e94\u7248\u672c) \u7684\u6587\u4ef6\u5939\u4e0b\uff0c\u4fbf\u4e8e\u968f\u65f6\u5207\u6362\u3002<\/p>\n\n\n\n

2.3 \u73af\u5883\u53d8\u91cf\u8bbe\u7f6e<\/h3>\n\n\n\n

\u8bbe\u7f6ecuda\u73af\u5883\u53d8\u91cf\u65f6\uff0c\u4e0d\u518d\u6307\u5b9a\u5230\u5177\u4f53\u7248\u672c\u7684cuda\u6587\u4ef6\u5939\uff0c\u4fbf\u4e8e\u591a\u7248\u672ccuda\u5207\u6362\u3002<\/p>\n\n\n\n

# cuda path\n# export PATH=\/usr\/local\/cuda-10.2\/bin${PATH:+:${PATH}}\n# export LD_LIBRARY_PATH=\/usr\/local\/cuda-10.2\/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}\n# export CUDA_HOME=\/usr\/local\/cuda-10.2\n\nexport PATH=\/usr\/local\/cuda\/bin${PATH:+:${PATH}}\nexport LD_LIBRARY_PATH=\/usr\/local\/cuda\/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}\nexport CUDA_HOME=\/usr\/local\/cuda\n<\/code><\/pre><\/div>\n\n\n\n
3.3 \u591a\u7248\u672ccuda\u5207\u6362<\/h3>\n\n\n\n
\u67e5\u770b\u5f53\u524dcuda\u7248\u672c\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u67e5\u770b\u5f53\u524d\/usr\/local\/cuda\u7684\u8f6f\u94fe\u63a5\u6307\u5411\u4f4d\u7f6e\u3002(\u56fe\u4e2d\uff0ccuda\u8f6f\u94fe\u63a5\u5230cuda-11.5\uff0c\u4e0e\u5f53\u524dnvcc\u67e5\u770b\u7684cuda\u7248\u672c\u4e00\u81f4)\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5220\u9664\u5f53\u524dcuda\u8f6f\u94fe\u63a5\uff0c\u5e76\u65b0\u5efa\u8f6f\u94fe\u63a5\u6307\u5411cuda-10.2\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5207\u6362\u6210\u529f\u3002<\/p>\n\n\n\n
\"\"<\/figure>\n","protected":false},"excerpt":{"rendered":"
\u4e00. cuda\u591a\u7248\u672c\u8bf4\u660e cuda\u53ef\u4ee5\u591a\u4e2a\u7248\u672c\u5171\u5b58\uff0c\u5e76\u4e14\u9a71\u52a8\u7684cuda\u7248\u672c\uff0c\u53ef\u4ee5\u4e0e\u8fd0\u884c\u7684cuda\u7248\u672c\u4e0d\u540c\u3002 \u901a…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[5],"tags":[],"_links":{"self":[{"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2656"}],"collection":[{"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2656"}],"version-history":[{"count":21,"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2656\/revisions"}],"predecessor-version":[{"id":2683,"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2656\/revisions\/2683"}],"wp:attachment":[{"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2656"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2656"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.yatenglg.cn\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}