{"id":939,"date":"2022-12-22T23:08:42","date_gmt":"2022-12-22T15:08:42","guid":{"rendered":"https:\/\/program.snlcw.com\/?p=939"},"modified":"2023-12-17T00:26:53","modified_gmt":"2023-12-16T16:26:53","slug":"docker-%e4%b8%ad-gpu-%e7%9a%84%e4%bd%bf%e7%94%a8","status":"publish","type":"post","link":"https:\/\/program.snlcw.com\/939.html","title":{"rendered":"Docker \u4e2d GPU \u7684\u4f7f\u7528"},"content":{"rendered":"\n<p>Linux \u88c5\u4e0a Docker 20 \u5f15\u64ce\uff0c\u5373\u4f7f\u7528\u4e86 <code><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">--gpus all<\/mark><\/code> \u4e5f\u62a5\u9519\u8bef\uff1a<code>docker: Error response from daemon: could not select device driver \"\" with capabilities: [[gpu]].<\/code><\/p>\n\n\n\n<p>\u5176\u5b9e\u662f\u5c11\u88c5\u4e86 nvidia-container-runtime\uff0c\u6211\u7684\u662f N \u5361\uff0c<a href=\"https:\/\/nvidia.github.io\/nvidia-container-runtime\/\" target=\"_blank\" rel=\"noreferrer noopener\">nvidia \u6e90\u53c2\u8003\u8bf7\u70b9\u51fb\u8fd9\u91cc<\/a>\u3002<\/p>\n\n\n\n<p>\u6211\u7684\u670d\u52a1\u5668\u662f Ubuntu 22\uff0c\u76f4\u63a5\u8d34\u4e0a\u5bf9\u5e94\u7684 nvidia \u6e90\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">curl -s -L https:\/\/nvidia.github.io\/nvidia-container-runtime\/gpgkey | \\\n  sudo apt-key add -\ndistribution=$(. \/etc\/os-release;echo $ID$VERSION_ID)\ncurl -s -L https:\/\/nvidia.github.io\/nvidia-container-runtime\/$distribution\/nvidia-container-runtime.list | \\\n  sudo tee \/etc\/apt\/sources.list.d\/nvidia-container-runtime.list\nsudo apt-get update<\/pre>\n\n\n\n<p>\u63a5\u7740\u5f00\u59cb\u5b89\u88c5 nvidia-container-runtime\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"bash\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">sudo apt-get install -y nvidia-container-runtime\nsystemctl stop docker\n# \u628a\u8fd0\u884c\u65f6\u6dfb\u52a0\u5230 docker \u4e2d\uff08\u4e0d\u4f1a\u81ea\u52a8\u9000\u51fa\u547d\u4ee4\uff0c\u9700\u8981\u81ea\u5df1\u4e2d\u65ad\uff09\ndockerd --add-runtime=nvidia=\/usr\/bin\/nvidia-container-runtime\n# \u6d4b\u8bd5\uff08\u88c5\u597d\u540e\uff0c\u53ef\u901a\u8fc7\u6dfb\u52a0 --gpus all \u6765\u652f\u6301 Docker \u5bb9\u5668\u4e2d\u4f7f\u7528 GPU\u4e86\uff09\ndocker run --gpus all nvidia\/cuda:11.0.3-base-ubuntu20.04 nvidia-smi<\/pre>\n\n\n\n<p>\u8981\u5728\u5bb9\u5668\u4e2d\u4f7f\u7528 GPU\uff0c\u5fc5\u987b\u5728 <code>docker run<\/code> \u4e2d\u6dfb\u52a0 <code><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">--gpus all<\/mark><\/code> \u53c2\u6570\uff0c\u5982\u679c\u60a8\u7528\u7684\u662f Docker Compose yaml   \u6587\u4ef6\uff0c\u4e5f\u662f\u652f\u6301\u7684\uff0c\u4f46 Swarm \u7684 yaml \u7ecf\u6d4b\u8bd5\u4e0d\u53ef\u4ee5\uff0c\u5177\u4f53\u53ef\u4ee5\u770b\u8fd9\u7bc7\u6587\u7ae0\uff1a<a href=\"https:\/\/program.snlcw.com\/319.html#4_GPU_UTF-8\" target=\"_blank\" rel=\"noreferrer noopener\">Docker Compose \u7b14\u8bb0<\/a>\u3002<\/p>\n\n\n\n<p><mark>\u9700\u8981\u6ce8\u610f<\/mark>\uff1aDocker \u88c5\u5728 VMware Workstation \u865a\u673a\u4e0a\u662f\u4e0d\u652f\u6301 GPU \u7684\uff0c\u5373\u4f7f\u7528\u4e86 <code>--gpus all<\/code> \u53c2\u6570\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Linux \u88c5\u4e0a Docker 20 \u5f15\u64ce\uff0c\u5373\u4f7f\u7528\u4e86 &#8211;gpus all \u4e5f\u62a5\u9519\u8bef\uff1adocker: Erro\u2026 <span class=\"read-more\"><a href=\"https:\/\/program.snlcw.com\/939.html\">Read More &raquo;<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26],"tags":[],"class_list":["post-939","post","type-post","status-publish","format-standard","hentry","category-docker"],"_links":{"self":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts\/939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/comments?post=939"}],"version-history":[{"count":0,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts\/939\/revisions"}],"wp:attachment":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/media?parent=939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/categories?post=939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/tags?post=939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}