{"id":12692,"date":"2026-06-10T04:19:36","date_gmt":"2026-06-09T20:19:36","guid":{"rendered":"https:\/\/ab123.xyz\/?p=12692"},"modified":"2026-06-10T04:19:36","modified_gmt":"2026-06-09T20:19:36","slug":"docker-%e5%ae%b9%e5%99%a8%e5%8c%96-ai-%e6%a8%a1%e5%9e%8b%e9%83%a8%e7%bd%b2%e6%9c%80%e4%bd%b3%e5%ae%9e%e8%b7%b5%ef%bc%9a%e6%99%ba%e8%83%bd%e5%b7%a5%e5%85%b7%e8%af%a6%e8%a7%a3%e4%b8%8e%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=12692","title":{"rendered":"Docker \u5bb9\u5668\u5316 AI \u6a21\u578b\u90e8\u7f72\u6700\u4f73\u5b9e\u8df5\uff1a\u667a\u80fd\u5de5\u5177\u8be6\u89e3\u4e0e\u5b9e\u6218\u6307\u5357"},"content":{"rendered":"

\u5728\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4ece\u7814\u53d1\u5230\u751f\u4ea7\u7684\u5168\u751f\u547d\u5468\u671f\u4e2d\uff0c\u90e8\u7f72\u73af\u8282\u5f80\u5f80\u6700\u4ee4\u56e2\u961f\u5934\u75bc\u3002\u73af\u5883\u4f9d\u8d56\u51b2\u7a81\u3001\u8d44\u6e90\u9694\u79bb\u4e0d\u8db3\u3001\u8fc1\u79fb\u6210\u672c\u9ad8\u6602\u7b49\u95ee\u9898\uff0c\u4f7f\u5f97\u6a21\u578b\u4e0a\u7ebf\u6548\u7387\u5927\u6253\u6298\u6263\u3002Docker \u5bb9\u5668\u5316\u6280\u672f\u51ed\u501f\u5176\u8f7b\u91cf\u7ea7\u3001\u53ef\u79fb\u690d\u7684\u7279\u6027\uff0c\u5df2\u6210\u4e3a AI \u6a21\u578b\u90e8\u7f72\u7684\u4e8b\u5b9e\u6807\u51c6\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790\u4e00\u6b3e\u4e13\u4e3a AI \u6a21\u578b\u5bb9\u5668\u5316\u90e8\u7f72\u8bbe\u8ba1\u7684\u667a\u80fd\u5de5\u5177\u2014\u2014Docker AI \u90e8\u7f72\u5957\u4ef6\uff08Docker AI Deployer\uff09\uff0c\u5e76\u5206\u4eab\u5176\u5728\u5b9e\u9645\u4e1a\u52a1\u4e2d\u7684\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n

\u8be5\u5de5\u5177\u7684\u5b98\u65b9\u7f51\u7ad9\u53ef\u76f4\u63a5\u8bbf\u95ee\uff1a\u5b98\u65b9\u7f51\u7ad9<\/a><\/p>\n

\u6838\u5fc3\u529f\u80fd\u4e0e\u4f18\u52bf<\/h2>\n

\u4e00\u952e\u5316\u73af\u5883\u5c01\u88c5<\/h3>\n

Docker AI \u90e8\u7f72\u5957\u4ef6\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u6a21\u578b\u6240\u9700\u7684 Python \u7248\u672c\u3001CUDA \u9a71\u52a8\u3001\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7b49\u4f9d\u8d56\uff0c\u5e76\u751f\u6210\u6700\u5c0f\u5316 Dockerfile\u3002\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u6a21\u578b\u6587\u4ef6\uff0c\u5de5\u5177\u5373\u53ef\u6784\u5efa\u5305\u542b\u5b8c\u6574\u8fd0\u884c\u73af\u5883\u7684\u955c\u50cf\uff0c\u5f7b\u5e95\u6d88\u9664\u201c\u5728\u6211\u7535\u8111\u4e0a\u80fd\u8dd1\u201d\u7684\u95ee\u9898\u3002<\/p>\n

\u8d44\u6e90\u52a8\u6001\u9694\u79bb<\/h3>\n

\u901a\u8fc7 cgroups \u548c namespaces \u6280\u672f\uff0c\u8be5\u5de5\u5177\u53ef\u4e3a\u6bcf\u4e2a\u6a21\u578b\u5bb9\u5668\u5206\u914d\u72ec\u7acb\u7684 CPU\u3001\u5185\u5b58\u548c GPU \u8d44\u6e90\u3002\u5728\u63a8\u7406\u670d\u52a1\u9ad8\u5cf0\u671f\uff0c\u5bb9\u5668\u4e4b\u95f4\u4e92\u4e0d\u5e72\u6270\uff0c\u4fdd\u969c\u5173\u952e\u4e1a\u52a1\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n

\u591a\u6a21\u578b\u5f39\u6027\u7f16\u6392<\/h3>\n

\u501f\u52a9\u5185\u7f6e\u7684 Docker Compose \u4e0e Kubernetes \u517c\u5bb9\u63a5\u53e3\uff0c\u7528\u6237\u53ef\u8f7b\u677e\u540c\u65f6\u90e8\u7f72\u591a\u4e2a\u4e0d\u540c\u7248\u672c\u7684\u6a21\u578b\uff0c\u5e76\u901a\u8fc7\u8d1f\u8f7d\u5747\u8861\u5b9e\u73b0\u81ea\u52a8\u6269\u7f29\u5bb9\uff0c\u663e\u8457\u63d0\u5347\u96c6\u7fa4\u8d44\u6e90\u5229\u7528\u7387\u3002<\/p>\n

\u5178\u578b\u5e94\u7528\u573a\u666f<\/h2>\n
    \n
  • \u5fae\u670d\u52a1\u5316\u63a8\u7406\u5e73\u53f0\uff1a<\/strong>\u5c06\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u7b49\u4e0d\u540c\u6a21\u578b\u62c6\u5206\u4e3a\u72ec\u7acb\u5bb9\u5668\uff0c\u901a\u8fc7 API \u7f51\u5173\u7edf\u4e00\u5bf9\u5916\u63d0\u4f9b\u670d\u52a1\u3002<\/li>\n
  • \u8fb9\u7f18\u7aef\u5feb\u901f\u90e8\u7f72\uff1a<\/strong>\u5728 IoT \u8bbe\u5907\u6216\u79bb\u7ebf\u73af\u5883\u4e2d\uff0c\u5229\u7528 Docker \u955c\u50cf\u7684\u8de8\u5e73\u53f0\u7279\u6027\uff0c\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u5feb\u901f\u5206\u53d1\u81f3\u8fb9\u7f18\u8282\u70b9\u3002<\/li>\n
  • CI\/CD \u6d41\u6c34\u7ebf\u96c6\u6210\uff1a<\/strong>\u4e0e Jenkins\u3001GitLab CI \u7b49\u5de5\u5177\u7ed3\u5408\uff0c\u5b9e\u73b0\u6a21\u578b\u4ee3\u7801\u63d0\u4ea4\u540e\u81ea\u52a8\u6253\u5305\u3001\u6d4b\u8bd5\u4e0e\u4e0a\u7ebf\u3002<\/li>\n<\/ul>\n

    \u5982\u4f55\u4f7f\u7528\u8be5\u5de5\u5177<\/h2>\n

    \u6b65\u9aa4\u4e00\uff1a\u5b89\u88c5\u4e0e\u73af\u5883\u51c6\u5907<\/h3>\n

    \u786e\u4fdd\u4e3b\u673a\u5df2\u5b89\u88c5 Docker 19.03 \u4ee5\u4e0a\u7248\u672c\u5e76\u914d\u7f6e\u597d NVIDIA Container Toolkit\u3002\u7136\u540e\u901a\u8fc7 pip install docker-ai-deployer<\/code> \u5b89\u88c5\u5de5\u5177\u5305\u3002<\/p>\n

    \u6b65\u9aa4\u4e8c\uff1a\u521d\u59cb\u5316\u90e8\u7f72\u914d\u7f6e<\/h3>\n

    \u5728\u6a21\u578b\u6240\u5728\u76ee\u5f55\u6267\u884c ai-deploy init<\/code>\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u626b\u63cf\u9879\u76ee\u7ed3\u6784\u5e76\u751f\u6210\u914d\u7f6e\u6587\u4ef6 deploy.yaml\u3002\u7528\u6237\u53ef\u5728\u5176\u4e2d\u6307\u5b9a\u6a21\u578b\u5165\u53e3\u3001\u7aef\u53e3\u6620\u5c04\u3001GPU \u6570\u91cf\u7b49\u53c2\u6570\u3002<\/p>\n

    \u6b65\u9aa4\u4e09\uff1a\u6784\u5efa\u4e0e\u542f\u52a8\u5bb9\u5668<\/h3>\n

    \u8fd0\u884c ai-deploy build<\/code> \u6784\u5efa\u955c\u50cf\uff0c\u518d\u4f7f\u7528 ai-deploy up<\/code> \u4e00\u952e\u542f\u52a8\u5bb9\u5668\u3002\u5de5\u5177\u4f1a\u5b9e\u65f6\u8f93\u51fa\u65e5\u5fd7\uff0c\u5e76\u652f\u6301 ai-deploy scale<\/code> \u547d\u4ee4\u52a8\u6001\u589e\u52a0\u5bb9\u5668\u526f\u672c\u3002<\/p>\n

    \u901a\u8fc7\u8fd9\u5957\u6807\u51c6\u5316\u6d41\u7a0b\uff0c\u56e2\u961f\u53ef\u5c06\u6a21\u578b\u90e8\u7f72\u65f6\u95f4\u4ece\u6570\u5929\u7f29\u77ed\u81f3\u6570\u5206\u949f\uff0c\u4e14\u5927\u5e45\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5728\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4ece\u7814\u53d1\u5230\u751f\u4ea7\u7684\u5168\u751f\u547d\u5468\u671f\u4e2d\uff0c\u90e8\u7f72\u73af\u8282\u5f80\u5f80\u6700\u4ee4\u56e2\u961f\u5934\u75bc\u3002\u73af\u5883\u4f9d\u8d56\u51b2\u7a81\u3001\u8d44\u6e90\u9694\u79bb\u4e0d\u8db3\u3001\u8fc1\u79fb\u6210\u672c\u9ad8\u6602\u7b49 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[10881,15435,15436,5929,2993],"class_list":["post-12692","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-docker","tag-15436","tag-5929","tag-2993"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12692","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=12692"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12692\/revisions"}],"predecessor-version":[{"id":12693,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/12692\/revisions\/12693"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=12692"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=12692"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=12692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}