{"id":35088,"date":"2023-06-06T12:12:01","date_gmt":"2023-10-08T23:33:57","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%ae%89%e8%a3%85-docker-%e5%92%8c-nvidia-docker2%e3%80%82\/"},"modified":"2024-04-30T07:34:52","modified_gmt":"2024-04-29T23:34:52","slug":"%e5%ae%89%e8%a3%85-docker-%e5%92%8c-nvidia-docker2%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%ae%89%e8%a3%85-docker-%e5%92%8c-nvidia-docker2%e3%80%82\/","title":{"rendered":"\u5b89\u88c5 Docker \u548c Nvidia-docker2"},"content":{"rendered":"<p>\u4f60\u597d\uff0c\u6211\u662fchlochan\u3002\u6211\u6b63\u5728\u5c07\u7cfb\u7d71\u5f9eUbuntu 18.04+CUDA10\u8f49\u79fb\u5230CUDA9.0\u7684\u74b0\u5883\u3002\u56e0\u70ba\u6709\u6642\u5019\u4e5f\u9700\u8981CUDA9.0\uff0c\u6240\u4ee5\u6211\u6253\u7b97\u4f7f\u7528nvidia-docker2\u4f86\u5efa\u7acbCUDA9.0\u7684\u74b0\u5883\u3002<\/p>\n<h2>\u5b89\u88c5Docker<\/h2>\n<p>\u9996\u5148\u5b89\u88c5Docker\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt-get update\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install <\/span>apt-transport-https ca-certificates curl software-properties-common\r\n<span class=\"nv\">$ <\/span>curl <span class=\"nt\">-fsSL<\/span> https:\/\/download.docker.com\/linux\/ubuntu\/gpg | <span class=\"nb\">sudo <\/span>apt-key add -\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt-key fingerprint 0EBFCD88\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>add-apt-repository <span class=\"s2\">\"deb [arch=amd64] https:\/\/download.docker.com\/linux\/ubuntu <\/span><span class=\"se\">\\<\/span>\r\n   <span class=\"si\">$(<\/span>lsb_release <span class=\"nt\">-cs<\/span><span class=\"si\">)<\/span><span class=\"s2\"> stable\"<\/span>\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt-get update\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install <\/span>docker-ce\r\n<\/code><\/pre>\n<p>\u6211\u4f1a\u5c1d\u8bd5\u786e\u8ba4\u662f\u5426\u5df2\u6210\u529f\u5b89\u88c5\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker container run hello-world\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker image\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker ps <span class=\"nt\">-a<\/span>\r\n<\/code><\/pre>\n<p>\u5982\u679c\u6ca1\u6709\u95ee\u9898\u7684\u8bdd\uff0c\u5c06\u5220\u9664 Hello-World \u5bb9\u5668\u548c Docker \u955c\u50cf\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker container <span class=\"nb\">rm<\/span> &lt;hello-world\u306e\u30b3\u30f3\u30c6\u30caID&gt;\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker rmi hello-world\r\n<\/code><\/pre>\n<h2>\u5b89\u88c5nvidia-docker2\u3002<\/h2>\n<p>\u76ee\u524d\uff0c\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684GPU\u5de5\u5177\u4f9d\u8d56\u4e8eCUDA\u7248\u672c\u3002\u4f8b\u5982\uff0cTensorFlow Ver1.12\u7684\u7f16\u8bd1\u4e8c\u8fdb\u5236\u6620\u50cf\u5728\u8fd0\u884c\u65f6\u9700\u8981CUDA9.0\u5e93\uff0c\u5426\u5219\u4f1a\u51fa\u9519\u3002\u56e0\u6b64\uff0c\u9700\u8981\u5b89\u88c5\u6240\u9700\u5de5\u5177\u6240\u9700\u7684CUDA Toolkit\u7248\u672c\u3002nvidia-docker2\u662fDocker\u5bb9\u5668\u8fd0\u884c\u65f6\uff0c\u5b83\u5141\u8bb8\u5728\u6bcf\u4e2a\u5bb9\u5668\u4e2d\u4f7f\u7528\u4e0d\u540c\u7248\u672c\u7684CUDA Toolkit\uff0c\u53ea\u8981\u4e3b\u673a\u64cd\u4f5c\u7cfb\u7edf\u7684CUDA\u9a71\u52a8\u7a0b\u5e8f\u4fdd\u6301\u6700\u65b0\uff0c\u5c31\u53ef\u4ee5\u6781\u5927\u5730\u7b80\u5316\u8fd0\u8425\u8fc7\u7a0b\u3002<\/p>\n<p>\u8bf7\u6839\u636e\u4ee5\u4e0b Quickstart \u8fdb\u884c\u5b89\u88c5\u3002<br \/>\nhttps:\/\/github.com\/NVIDIA\/nvidia-docker<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>curl <span class=\"nt\">-s<\/span> <span class=\"nt\">-L<\/span> https:\/\/nvidia.github.io\/nvidia-docker\/gpgkey | <span class=\"nb\">sudo <\/span>apt-key add -\r\n<span class=\"nv\">$ distribution<\/span><span class=\"o\">=<\/span><span class=\"si\">$(<\/span><span class=\"nb\">.<\/span> \/etc\/os-release<span class=\"p\">;<\/span><span class=\"nb\">echo<\/span> <span class=\"nv\">$ID$VERSION_ID<\/span><span class=\"si\">)<\/span>\r\n<span class=\"nv\">$ <\/span>curl <span class=\"nt\">-s<\/span> <span class=\"nt\">-L<\/span> https:\/\/nvidia.github.io\/nvidia-docker\/<span class=\"nv\">$distribution<\/span>\/nvidia-docker.list | <span class=\"se\">\\<\/span>\r\n  <span class=\"nb\">sudo tee<\/span> \/etc\/apt\/sources.list.d\/nvidia-docker.list\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt-get update\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> nvidia-docker2\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>pkill <span class=\"nt\">-SIGHUP<\/span> dockerd\r\n<\/code><\/pre>\n<p>\u6839\u636e\u4e0b\u9762\u7684\u5185\u5bb9\uff0c9.0-cudnn7-devel\u662f\u5b89\u88c5\u4e86CUDA9.0\u5168\u90e8\u7ec4\u4ef6\u7684\u6620\u50cf\uff0c\u6211\u5c06\u4f7f\u7528\u5b83\u6765\u8fdb\u884c\u64cd\u4f5c\u9a8c\u8bc1\u3002<br \/>\nhttps:\/\/hub.docker.com\/r\/nvidia\/cuda\/<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span><span class=\"nb\">sudo <\/span>docker container run <span class=\"nt\">--runtime<\/span><span class=\"o\">=<\/span>nvidia <span class=\"nt\">--rm<\/span> nvidia\/cuda:9.0-cudnn7-devel nvcc <span class=\"nt\">-V<\/span>\r\nnvcc: NVIDIA <span class=\"o\">(<\/span>R<span class=\"o\">)<\/span> Cuda compiler driver\r\nCopyright <span class=\"o\">(<\/span>c<span class=\"o\">)<\/span> 2005-2017 NVIDIA Corporation\r\nBuilt on Fri_Sep__1_21:08:03_CDT_2017\r\nCuda compilation tools, release 9.0, V9.0.176\r\n<\/code><\/pre>\n<p>\u6211\u4f1a\u786e\u8ba4\u662f\u5426\u5df2\u7ecf\u5347\u7ea7\u5230V9.0.176\u7248\u672c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f60\u597d\uff0c\u6211\u662fchlochan\u3002\u6211\u6b63\u5728\u5c07\u7cfb\u7d71\u5f9eUbuntu 18.04+CUDA10\u8f49\u79fb\u5230CUDA9.0\u7684\u74b0\u5883\u3002\u56e0 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35088","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5b89\u88c5 Docker \u548c Nvidia-docker2 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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