{"id":9696,"date":"2024-03-26T23:55:04","date_gmt":"2024-03-26T22:55:04","guid":{"rendered":"https:\/\/myoceane.fr\/?p=9696"},"modified":"2024-03-26T23:56:15","modified_gmt":"2024-03-26T22:56:15","slug":"azure-ubuntu-20-04-vm-%e5%ae%89%e8%a3%9d-nvidia-t4-gpu-driver-%e7%b4%80%e9%8c%84","status":"publish","type":"post","link":"https:\/\/myoceane.fr\/index.php\/azure-ubuntu-20-04-vm-%e5%ae%89%e8%a3%9d-nvidia-t4-gpu-driver-%e7%b4%80%e9%8c%84\/","title":{"rendered":"Azure Ubuntu 20.04 VM \u5b89\u88dd Nvidia T4 GPU Driver \u7d00\u9304"},"content":{"rendered":"<div id=\"fb-root\"><\/div>\n<p>\u672c\u7bc7\u60f3\u8981\u8a18\u9304\u4e00\u4e0b\u5728 Azure Ubuntu 20.04 x64 VM \u4e0a\u9762\u4f7f\u7528 GPU \u7684\u5b89\u88dd\u904e\u7a0b\uff0c\u9996\u5148\u9700\u8981\u5b89\u88dd\u76f8\u95dc Nvidia GPU \u7684 Driver\uff0c\u4e0d\u904e\u7a76\u7adf\u8981\u5b89\u88dd\u591a\u5c11\u5957\u4ef6\u5404\u65b9\u8aaa\u6cd5\u4e0d\u4e00\uff0c\u7531\u65bc\u4e4b\u524d\u5df2\u7d93\u6709\u4e00\u7d44\u53ef\u4ee5\u4f7f\u7528 GPU \u7684\u5b89\u88dd\u6307\u4ee4\uff0c\u6240\u4ee5\u672c\u7bc7\u4ee5\u5617\u8a66\u4f7f\u7528\u9019\u7d44\u6307\u4ee4\u70ba\u57fa\u790e\u7d00\u9304\u89e3\u6c7a\u554f\u984c\u7684\u65b9\u6cd5\uff0c<a href=\"https:\/\/samwhelp.github.io\/book-ubuntu-qna\/read\/case\/driver\/install-driver-package\/is-nvidia-driver-installed\">\u9ce5\u54e5\u7684\u6559\u5b78<\/a>\u544a\u8a34\u6211\u5011\u53ef\u4ee5\u5229\u7528 dpkg -l &#8216;nvidia*&#8217; \u7684\u6307\u4ee4\u5f97\u77e5\u76ee\u524d\u5b89\u88dd\u6240\u6709 Nvidia GPU \u76f8\u95dc\u7684\u5957\u4ef6\u7e3d\u89bd\uff0c\u914d\u5408\u9019\u500b\u6307\u4ee4\u6211\u5011\u53ef\u4ee5\u4e86\u89e3\u7a76\u7adf\u5b89\u88dd\u4e86\u4ec0\u9ebc\uff1f<\/p>\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u4ee5\u4e0b\u70ba\u5617\u8a66\u904e\u53ef\u4ee5\u5b89\u88dd GPU \u7684\u6307\u4ee4\uff0c\u57fa\u672c\u4e0a\u57f7\u884c\u5b8c\u5c31\u53ef\u4ee5\u5229\u7528 nvidia-smi \u770b\u5230 GPU \u7684\u904b\u4f5c\u8a0a\u606f\uff0c\u4e26\u4e14\u53ef\u4ee5\u5229\u7528 nvidia-docker \u6307\u4ee4\u8dd1\u4e00\u500b docker container<\/p>\n<\/blockquote>\n\n\n\n<pre class=\"wp-block-aphph-prism-block lang:bash language-bash\"><code>curl https:\/\/get.docker.com | sh\nsudo systemctl start docker &amp;&amp; sudo systemctl enable docker\npackages=(\n  apt-transport-https\n  curl\n  ca-certificates\n  software-properties-common\n  python3-pip\n  python3-venv\n)\napt-get -y update\napt-get install -y --no-install-recommends \"${packages[@]}\"\ndistribution=$(. \/etc\/os-release;echo $ID$VERSION_ID)\ncurl -s -L https:\/\/nvidia.github.io\/nvidia-docker\/gpgkey | sudo apt-key add -\ncurl -s -L https:\/\/nvidia.github.io\/nvidia-docker\/$distribution\/nvidia-docker.list | sudo tee \/etc\/apt\/sources.list.d\/nvidia-docker.list\nsudo add-apt-repository ppa:graphics-drivers\/ppa\nsudo apt-get update\nsudo apt install -y xserver-xorg-video-nvidia-510-server\nsudo apt install -y libnvidia-cfg1-510-server\nsudo apt-get install -y nvidia-driver-510-server\nsudo apt-get install -y nvidia-docker2\nsudo systemctl restart docker<\/code><\/pre>\n\n\n<p>\u5229\u7528 dpkg -l &#8216;nvidia*&#8217; \u6307\u4ee4\u7d00\u9304\u6b64\u6642\u5b89\u88dd\u7684 Nvidia \u8edf\u9ad4\uff1a<\/p>\n\n\n<pre class=\"wp-block-aphph-prism-block lang:bash language-bash\"><code>root@fe27aea210c744e9afe9ca458b03806e000000:\/home\/admin# dpkg -l 'nvidia*'\nDesired=Unknown\/Install\/Remove\/Purge\/Hold\n| Status=Not\/Inst\/Conf-files\/Unpacked\/halF-conf\/Half-inst\/trig-aWait\/Trig-pend\n|\/ Err?=(none)\/Reinst-required (Status,Err: uppercase=bad)\n||\/ Name                            Version                     Architecture Description\n+++-===============================-===========================-============-=================================================\nun  nvidia-384                      &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-390                      &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-compute-utils            &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-compute-utils-525-server 525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA compute utilities\nun  nvidia-container-runtime        &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-container-runtime-hook   &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-container-toolkit        1.13.5-1                    amd64        NVIDIA Container toolkit\nii  nvidia-container-toolkit-base   1.13.5-1                    amd64        NVIDIA Container Toolkit Base\nii  nvidia-dkms-525-server          525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA DKMS package\nun  nvidia-dkms-kernel              &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-docker                   &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-docker2                  2.13.0-1                    all          nvidia-docker CLI wrapper\nii  nvidia-driver-510-server        515.105.01-0ubuntu0.20.04.1 amd64        Transitional package for nvidia-driver-515-server\nii  nvidia-driver-515-server        525.147.05-0ubuntu0.20.04.1 amd64        Transitional package for nvidia-driver-525-server\nii  nvidia-driver-525-server        525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA Server Driver metapackage\nun  nvidia-driver-binary            &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-kernel-common            &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-kernel-common-525-server 525.147.05-0ubuntu0.20.04.1 amd64        Shared files used with the kernel module\nun  nvidia-kernel-source            &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-kernel-source-525-server 525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA kernel source package\nun  nvidia-opencl-icd               &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-persistenced             &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-prime                    &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-settings                 &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-smi                      &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-utils                    &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-utils-525-server         525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA Server Driver support binaries<\/code><\/pre>\n\n\n<p>\u4f46\u662f\u57f7\u884c nvidia-smi \u537b\u5f97\u5230\u4ee5\u4e0b\u7684\u932f\u8aa4\u8a0a\u606f\u8207\u9810\u671f\u4e0d\u540c<\/p>\n\n\n<pre class=\"wp-block-aphph-prism-block lang:bash language-bash\"><code>root@kernel-cudf-build:\/home# nvidia-smi\nNVIDIA-SMI has failed because it couldn't communicate with the NVIDIA driver. \nMake sure that the latest NVIDIA driver is installed and running.<\/code><\/pre>\n\n\n<p>\u5229\u7528\u4ee5\u4e0a\u8a0a\u606f\u67e5\u627e\uff0c\u6709\u5f88\u591a\u4e0d\u540c\u7684\u89e3\u6c7a\u65b9\u6cd5\uff0c\u4f8b\u5982<a href=\"https:\/\/www.cnblogs.com\/theError\/p\/16175527.html\">\u9023\u7d50\u4e00<\/a>\u8207<a href=\"https:\/\/medium.com\/@yt.chen\/nvidia-smi-%E9%80%A3%E4%B8%8D%E5%88%B0-driver-%E7%9A%84%E8%87%AA%E6%95%91%E6%96%B9%E6%B3%95-69cbed16171d\">\u9023\u7d50\u4e8c<\/a>\u90fd\u662f\u5229\u7528 dkms \u53bb\u5b89\u88dd nvidia-driver\uff0c\u6211\u5011\u5617\u8a66\u5be6\u4f5c\u4e4b\u5f8c\uff0c\u865b\u64ec\u6a5f\u4e0a\u7684 nvidia \u76f8\u95dc\u8edf\u4ef6\u5217\u8868\u8b8a\u6210\u4ee5\u4e0b\u6240\u793a\uff0c\u4f46\u662f nvidia-smi \u9084\u662f\u51fa\u73fe\u4e00\u6a23\u7684\u932f\u8aa4\u8a0a\u606f\u3002<\/p>\n\n\n<pre class=\"wp-block-aphph-prism-block lang:bash language-bash\"><code>root@kernel-cudf-build:\/home# dpkg -l 'nvidia*'\nDesired=Unknown\/Install\/Remove\/Purge\/Hold\n| Status=Not\/Inst\/Conf-files\/Unpacked\/halF-conf\/Half-inst\/trig-aWait\/Trig-pend\n|\/ Err?=(none)\/Reinst-required (Status,Err: uppercase=bad)\n||\/ Name                             Version                     Architecture Description\n+++-================================-===========================-============-===============================================\nun  nvidia-384                       &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-390                       &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-compute-utils             &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-compute-utils-525         525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA compute utilities\nrc  nvidia-compute-utils-525-server  525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA compute utilities\nun  nvidia-container-runtime         &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-container-runtime-hook    &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-container-toolkit         1.13.5-1                    amd64        NVIDIA Container toolkit\nii  nvidia-container-toolkit-base    1.13.5-1                    amd64        NVIDIA Container Toolkit Base\nii  nvidia-cuda-dev                  10.1.243-3                  amd64        NVIDIA CUDA development files\nii  nvidia-cuda-doc                  10.1.243-3                  all          NVIDIA CUDA and OpenCL documentation\nii  nvidia-cuda-gdb                  10.1.243-3                  amd64        NVIDIA CUDA Debugger (GDB)\nii  nvidia-cuda-toolkit              10.1.243-3                  amd64        NVIDIA CUDA development toolkit\nii  nvidia-dkms-525                  525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA DKMS package\nrc  nvidia-dkms-525-server           525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA DKMS package\nun  nvidia-dkms-kernel               &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-docker                    &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-docker2                   2.13.0-1                    all          nvidia-docker CLI wrapper\nun  nvidia-driver                    &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-driver-525                525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA driver metapackage\nun  nvidia-driver-binary             &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-kernel-common             &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-kernel-common-525         525.147.05-0ubuntu0.20.04.1 amd64        Shared files used with the kernel module\nrc  nvidia-kernel-common-525-server  525.147.05-0ubuntu0.20.04.1 amd64        Shared files used with the kernel module\nun  nvidia-kernel-source             &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-kernel-source-525         525.147.05-0ubuntu0.20.04.1 amd64        NVIDIA kernel source package\nun  nvidia-kernel-source-525-server  &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-legacy-304xx-vdpau-driver &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-legacy-340xx-vdpau-driver &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-libopencl1                &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-libopencl1-dev            &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-opencl-dev:amd64          10.1.243-3                  amd64        NVIDIA OpenCL development files\nun  nvidia-opencl-icd                &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-persistenced              &lt;none&gt;                      &lt;none&gt;       (no description available)\nii  nvidia-prime                     0.8.16~0.20.04.2            all          Tools to enable NVIDIA's Prime\nii  nvidia-profiler                  10.1.243-3                  amd64        NVIDIA Profiler for CUDA and OpenCL\nii  nvidia-settings                  470.57.01-0ubuntu0.20.04.3  amd64        Tool for configuring the NVIDIA graphics driver\nun  nvidia-settings-binary           &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-smi                       &lt;none&gt;                      &lt;none&gt;       (no description available)\nun  nvidia-tesla-418-driver          &lt;none&gt;                      &lt;none&gt;       (no description available)<\/code><\/pre>\n\n\n<h4>\u89e3\u6c7a\u65b9\u6cd5\uff1a<\/h4>\n<p style=\"text-align: justify;\">\u6301\u7e8c\u641c\u5c0b\u4e4b\u5f8c\u767c\u73fe\u5728<a href=\"https:\/\/askubuntu.com\/questions\/927199\/nvidia-smi-has-failed-because-it-couldnt-communicate-with-the-nvidia-driver-ma\">\u6b64\u7bc7<\/a>\u7684\u5206\u4eab\u4e2d\u63d0\u5230 I disabled the Secure Boot and it worked pretty fine\uff0c\u6240\u4ee5\u6211\u5011\u4f9d\u6a23\u756b\u846b\u8606\u5c07 Azure VM \u4e2d\u7684 Configuration \u88e1\u7684 Enable secure boot \u95dc\u6389\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e86\u3002<a href=\"https:\/\/learn.microsoft.com\/en-us\/windows-hardware\/manufacture\/desktop\/disabling-secure-boot?view=windows-11\">\u6839\u64da\u6587\u4ef6\u8aaa\u660e<\/a>\uff0cIf you&#8217;re running certain PC graphics cards, hardware, or operating systems such as Linux or previous version of Windows you may need to disable Secure Boot.\u00a0<\/p>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"456\" src=\"https:\/\/myoceane.fr\/wp-content\/uploads\/2024\/03\/\u622a\u5716-2024-03-27-\u6e05\u66686.40.43-1024x456.png\" alt=\"\" class=\"wp-image-9712\" srcset=\"https:\/\/myoceane.fr\/wp-content\/uploads\/2024\/03\/\u622a\u5716-2024-03-27-\u6e05\u66686.40.43-1024x456.png 1024w, https:\/\/myoceane.fr\/wp-content\/uploads\/2024\/03\/\u622a\u5716-2024-03-27-\u6e05\u66686.40.43-300x134.png 300w, https:\/\/myoceane.fr\/wp-content\/uploads\/2024\/03\/\u622a\u5716-2024-03-27-\u6e05\u66686.40.43-768x342.png 768w, https:\/\/myoceane.fr\/wp-content\/uploads\/2024\/03\/\u622a\u5716-2024-03-27-\u6e05\u66686.40.43-1536x684.png 1536w, https:\/\/myoceane.fr\/wp-content\/uploads\/2024\/03\/\u622a\u5716-2024-03-27-\u6e05\u66686.40.43-2048x912.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h4>\u5176\u4ed6\u53c3\u8003\u9023\u7d50\uff1a<\/h4>\n<p>\u904e\u7a0b\u7576\u4e2d\u4e5f\u6709\u5617\u8a66\u76f4\u63a5\u57f7\u884c nvidia-docker \u5617\u8a66\u8dd1\u51fa\u4e00\u500b container\uff0c nvidia-docker run -it image:tag\uff0c\u6b64\u6642\u7684\u932f\u8aa4\u8a0a\u606f\u8b8a\u6210\u6c92\u6709 nvidia-container-toolkit \u521d\u59cb\u5316\u5931\u6557\uff0c\u6709\u67e5\u770b\u904e<a href=\"https:\/\/docs.nvidia.com\/datacenter\/cloud-native\/container-toolkit\/latest\/install-guide.html\">\u9023\u7d50<\/a>\u4e0d\u904e\u6c92\u6709\u592a\u591a\u5e6b\u52a9\u3002<\/p>\n\n\n\n<h5><a href=\"https:\/\/stackoverflow.com\/questions\/68355527\/how-to-run-a-github-runner-as-root\">Github Self Runner \u4f7f\u7528 root \u6b0a\u9650<\/a><\/h5>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u7bc7\u60f3\u8981\u8a18\u9304\u4e00\u4e0b\u5728 Azure Ubuntu 20.04 x64 VM \u4e0a\u9762\u4f7f\u7528 GPU \u7684\u5b89\u88dd\u904e\u7a0b\uff0c\u9996\u5148\u9700\u8981\u5b89\u88dd\u76f8\u95dc Nvidia GPU \u7684 Driver\uff0c\u4e0d\u904e\u7a76\u7adf\u8981\u5b89\u88dd\u591a\u5c11\u5957\u4ef6\u5404\u65b9\u8aaa\u6cd5\u4e0d\u4e00\uff0c\u7531\u65bc\u4e4b\u524d\u5df2\u7d93\u6709\u4e00\u7d44\u53ef\u4ee5\u4f7f\u7528 GPU \u7684\u5b89\u88dd\u6307\u4ee4\uff0c\u6240\u4ee5\u672c\u7bc7\u4ee5\u5617\u8a66\u4f7f\u7528\u9019\u7d44\u6307\u4ee4\u70ba\u57fa\u790e\u7d00\u9304\u89e3\u6c7a\u554f\u984c\u7684\u65b9\u6cd5\uff0c\u9ce5\u54e5\u7684\u6559\u5b78\u544a\u8a34\u6211\u5011\u53ef\u4ee5\u5229\u7528 dpkg -l &#8216;nvidia*&#8217; \u7684\u6307\u4ee4\u5f97\u77e5\u76ee\u524d\u5b89\u88dd\u6240\u6709 Nvidia GPU \u76f8\u95dc\u7684\u5957\u4ef6\u7e3d\u89bd\uff0c\u914d\u5408\u9019\u500b\u6307\u4ee4\u6211\u5011\u53ef\u4ee5\u4e86\u89e3\u7a76\u7adf\u5b89\u88dd\u4e86\u4ec0\u9ebc\uff1f<\/p>\n","protected":false},"author":1,"featured_media":9712,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1761,14],"tags":[1764,1763],"class_list":["post-9696","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gpu","category-it-technology","tag-gpu","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Azure Ubuntu 20.04 VM \u5b89\u88dd Nvidia T4 GPU Driver \u7d00\u9304 - \u60f3\u65b9\u6d89\u6cd5 - \u91cf\u74f6\u5916\u7684\u5929\u7a7a M-Y-Oceane<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/myoceane.fr\/index.php\/azure-ubuntu-20-04-vm-\u5b89\u88dd-nvidia-t4-gpu-driver-\u7d00\u9304\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Azure Ubuntu 20.04 VM \u5b89\u88dd Nvidia T4 GPU Driver \u7d00\u9304 - \u60f3\u65b9\u6d89\u6cd5 - \u91cf\u74f6\u5916\u7684\u5929\u7a7a M-Y-Oceane\" \/>\n<meta property=\"og:description\" content=\"\u672c\u7bc7\u60f3\u8981\u8a18\u9304\u4e00\u4e0b\u5728 Azure Ubuntu 20.04 x64 VM \u4e0a\u9762\u4f7f\u7528 GPU \u7684\u5b89\u88dd\u904e\u7a0b\uff0c\u9996\u5148\u9700\u8981\u5b89\u88dd\u76f8\u95dc Nvidia GPU \u7684 Driver\uff0c\u4e0d\u904e\u7a76\u7adf\u8981\u5b89\u88dd\u591a\u5c11\u5957\u4ef6\u5404\u65b9\u8aaa\u6cd5\u4e0d\u4e00\uff0c\u7531\u65bc\u4e4b\u524d\u5df2\u7d93\u6709\u4e00\u7d44\u53ef\u4ee5\u4f7f\u7528 GPU 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