{"id":27852,"date":"2024-02-27T03:36:08","date_gmt":"2023-01-25T15:03:12","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8chainerrl%e5%92%8cazure-notebooks%ef%bc%8c%e5%9c%a8minecraft%e4%b8%ad%e8%bf%9b%e8%a1%8c%e6%b7%b1%e5%ba%a6%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e5%ae%9e%e8%b7%b5%e3%80%82\/"},"modified":"2025-08-12T04:59:10","modified_gmt":"2025-08-11T20:59:10","slug":"%e4%bd%bf%e7%94%a8chainerrl%e5%92%8cazure-notebooks%ef%bc%8c%e5%9c%a8minecraft%e4%b8%ad%e8%bf%9b%e8%a1%8c%e6%b7%b1%e5%ba%a6%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e5%ae%9e%e8%b7%b5%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8chainerrl%e5%92%8cazure-notebooks%ef%bc%8c%e5%9c%a8minecraft%e4%b8%ad%e8%bf%9b%e8%a1%8c%e6%b7%b1%e5%ba%a6%e5%bc%ba%e5%8c%96%e5%ad%a6%e4%b9%a0%e5%ae%9e%e8%b7%b5%e3%80%82\/","title":{"rendered":"\u4f7f\u7528ChainerRL\u548cAzure Notebooks\uff0c\u5728Minecraft\u4e2d\u8fdb\u884c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5b9e\u8df5"},"content":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u5728@keisuke-umezawa\u5148\u751f\u7684\u4ee5\u4e0b\u6587\u7ae0\u57fa\u7840\u4e0a\u64b0\u5199\u7684\u3002<br \/>\nhttps:\/\/qiita.com\/keisuke-umezawa\/items\/fcf5d00474e244217a5e<\/p>\n<h1>\u6211\u7684\u4e16\u754c<\/p>\n<p>\u5927\u5bb6\u597d\uff0c\u5927\u5bb6\u90fd\u719f\u6089Minecraft\u3002\u6211\u4e4b\u524d\u4e0d\u77e5\u9053\uff0c\u539f\u6765Minecraft\u4e5f\u88ab\u7b80\u79f0\u4e3a\u201c\u30de\u30a4\u30af\u30e9\u201d\u5462\u3002\u4f5c\u4e3a\u5b98\u65b9\u7684\u5ba3\u4f20\u89c6\u9891\uff0c\u4e5f\u6709\u7c7b\u4f3c\u4ee5\u4e0b\u7684\u5185\u5bb9\u3002<\/p>\n<blockquote><p>\u8bf7\u7528\u4e2d\u6587\u91cd\u65b0\u8868\u8fbe\u4ee5\u4e0b\u5185\u5bb9\uff08\u4ec5\u9700\u4e00\u79cd\u7ffb\u8bd1\uff09\uff1a<\/p>\n<p>https:\/\/t.co\/gITUej4Tmb\u2014 Keisuke Umezawa (Chainer Evangelist) (@kmechann) 2018\u5e7412\u670812\u65e5<\/p><\/blockquote>\n<p><script><\/script><\/p>\n<p>\u6b64\u5916\uff0c\u5728Minecraft Japan Wiki\u4e0a\u4e5f\u6709\u5982\u4e0b\u6240\u8ff0\u3002<\/p>\n<blockquote><p>Minecraft\u662f\u4e2a\u7531Notch\uff08\u672c\u540d:Markus Persson\uff09\u4e8e2009\u5e745\u670810\u65e5\u5f00\u59cb\u5f00\u53d1\u7684\u6c99\u76d2\u5efa\u9020\u6e38\u620f\u3002\u8fd9\u4e2a\u4e16\u754c\u5145\u6ee1\u4e86\u590d\u53e4\u50cf\u7d20\u98ce\u683c\u7684\u65b9\u5757\uff0c\u73a9\u5bb6\u53ef\u4ee5\u81ea\u7531\u5730\u521b\u9020\u5efa\u7b51\u548c\u5176\u4ed6\u4e1c\u897f\u3002\u4f60\u53ef\u4ee5\u63a2\u7d22\u672a\u5f00\u53d1\u7684\u571f\u5730\uff0c\u63a2\u9669\u6d1e\u7a74\uff0c\u4e0e\u602a\u7269\u6218\u6597\uff0c\u57f9\u517b\u690d\u7269\uff0c\u5f97\u5230\u65b0\u7684\u65b9\u5757\u5e76\u8fdb\u884c\u5e03\u7f6e\uff0c\u521b\u9020\u51fa\u5404\u79cd\u5404\u6837\u7684\u4e1c\u897f\u3002\u4f60\u7684\u521b\u9020\u529b\u51b3\u5b9a\u4e86\u4f60\u53ef\u4ee5\u5efa\u9020\u4ece\u5c0f\u623f\u5b50\u5230\u50cf\u7d20\u753b\u3001\u5730\u4e0b\u57fa\u5730\u4ee5\u53ca\u5de8\u5927\u57ce\u5821\u7684\u4e00\u5207\u3002<\/p>\n<p>\u5728\u591a\u4eba\u6a21\u5f0f\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4e0e\u5176\u4ed6\u73a9\u5bb6\u5408\u4f5c\u5efa\u9020\u5de8\u5927\u5efa\u7b51\u7269\uff0c\u4e5f\u53ef\u4ee5\u8fdb\u884c\u73a9\u5bb6\u5bf9\u6218\uff08PvP\uff09\u3002<\/p><\/blockquote>\n<p>\u6b63\u5982\u8fd9\u4e2a\u63cf\u8ff0\u4e2d\u6240\u63d0\u5230\u7684\uff0c\u6709\u51e0\u4e2a\u5173\u952e\u8bcd\u662f\u4e0e\u5f53\u524d\u5f3a\u5316\u5b66\u4e60\u76f8\u9002\u5e94\u7684\u3002<\/p>\n<ul class=\"post-ul\">\n\u5efa\u7269\u3084\u305d\u306e\u4ed6\u306e\u3082\u306e\u3092\u81ea\u7531\u306b\u4f5c\u308b\u3053\u3068\u3067\u304d\u308b<br \/>\n\u8272\u3005\u306a\u30b2\u30fc\u30e0\u304c\u3067\u304d\u308b<br \/>\n\u30de\u30eb\u30c1\u30d7\u30ec\u30a4\u3067\u304d\u308b\n<\/ul>\n<p>\u6211\u8ba4\u4e3a\u6b63\u662f\u56e0\u4e3aMinecraft\u5177\u6709\u8fd9\u4e9b\u7279\u6027\uff0c\u624d\u6fc0\u53d1\u4e86\u5728Minecraft\u4e2d\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u7684\u52a8\u673a\u3002<\/p>\n<h1>\u9a6c\u6d1b\u9879\u76ee<\/p>\n<p>\u5728\u8fd9\u4e2a\u5b9e\u8df5\u4e2d\uff0c\u6211\u4eec\u5c06\u4f7f\u7528Minecraft\u4f5c\u4e3a\u4e00\u4e2a\u6a21\u62df\u73af\u5883\u6765\u8fdb\u884c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u3002\u76ee\u524d\uff0c\u6709\u4e00\u4e2a\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u6bd4\u8d5b\u4f7f\u7528\u4e86\u57fa\u4e8eMinecraft\u7684\u73af\u5883\uff0c\u53eb\u505aMARLO\u3002\u8fd9\u6b21\u6211\u4eec\u5c06\u4f7f\u7528\u540d\u4e3amarLo\u7684OpenAI&#8217;s Gym\u517c\u5bb9\u7684Minecraft\u73af\u5883\u6765\u53c2\u52a0\u8fd9\u4e2a\u6bd4\u8d5b\u3002\u7531\u4e8e\u517c\u5bb9OpenAI&#8217;s Gym\u63a5\u53e3\uff0c\u56e0\u6b64\u53ef\u4ee5\u8f7b\u677e\u5730\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u5982ChainerRL\uff08\u867d\u7136\u5e76\u4e0d\u5b8c\u5168\uff0c\u6bd4\u5982\u4e0d\u80fd\u4f7f\u7528\u7528\u4e8e\u4fdd\u5b58\u89c6\u9891\u7684wrapper\uff09\u3002<\/p>\n<p>\u5728marLo\u4e2d\uff0c\u63d0\u4f9b\u4e86\u4ee5\u4e0b\u73af\u5883\uff0c\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u521b\u5efa\u4e00\u4e2a\u80fd\u591f\u5728\u7194\u5ca9\u4e0a\u884c\u8d70\u7684AI\u3002\u672c\u6b21\u5c06\u4ee5MarLo-FindTheGoal-v0\u8fdb\u884c\u8bf4\u660e\uff0c\u7136\u540e\u8bf7\u5927\u5bb6\u6311\u6218\u65b0\u7684\u4efb\u52a1\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/13-10.gif\" class='post-images' alt=\"\" title=\"\"><\/p>\n<h1>\u5b9e\u8df5\u5185\u5bb9<\/p>\n<p>\u6b64\u6559\u7a0b\u662f\u6839\u636e&#8221;https:\/\/qiita.com\/keisuke-umezawa\/items\/fcf5d00474e244217a5e&#8221;\u521b\u5efa\u7684\u3002<\/p>\n<h2>\u8981\u6c42<\/p>\n<p>\u622a\u81f3\u81f32018\u5e7412\u670814\u65e5\uff0c\u9700\u8981\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<ul class=\"post-ul\">\nPython 3.5+ environment with<\/p>\n<p>Chainer v5.0.0<br \/>\nCuPy v5.0.0<br \/>\nChainerRL v0.4.0<br \/>\nmarlo v0.0.1.dev23<\/p>\n<\/ul>\n<h2>\u5728Azure\u4e2d\u8fdb\u884c\u73af\u5883\u8bbe\u7f6e<\/p>\n<p>\u203b \u82e5\u8981\u4f7f\u7528GPU\uff0c\u8bf7\u5177\u5907Azure\u7684\u6309\u9700\u8ba1\u8d39\u8ba2\u9605\u3002\u5982\u679c\u53ea\u4f7f\u7528CPU\uff0c\u4e5f\u53ef\u5728Azure\u514d\u8d39\u8bd5\u7528\u7248\u4e0a\u6784\u5efa\u3002<br \/>\n\u203b \u8fd8\u6709\u5173\u4e8e\u5728\u5176\u4ed6\u73af\u5883\u4e0b\u6784\u5efa\u7684\u6587\u7ae0\u53ef\u4f9b\u53c2\u8003\u3002<\/p>\n<h3>\u4f7f\u7528Azure Cloud Shell\u521b\u5efa\u865a\u62df\u673a<\/p>\n<h4>1. \u8bbf\u95ee https:\/\/portal.azure.com\/#home<\/p>\n<ul class=\"post-ul\">\nMicrosoft \u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6301\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044<br \/>\n\u4eca\u307e\u3067\u306bAzure\u3092\u4f7f\u3063\u305f\u3053\u3068\u304c\u7121\u3044\u65b9\u306f\u3001\u3053\u3061\u3089\u304b\u3089\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u30b5\u30a4\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n<\/ul>\n<h4>\u8bf7\u786e\u8ba4\u53f3\u4e0a\u65b9\uff0c\u5e76\u786e\u4fdd\u5df2\u8fdb\u5165\u8981\u4f7f\u7528\u7684\u76ee\u5f55\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/25-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u5982\u679c\u60a8\u662f\u4e2a\u4eba\u8d26\u6237\u521b\u5efa\u7684\u8bdd\uff0c\u5728\u9ed8\u8ba4\u76ee\u5f55\u4e0b\u6ca1\u6709\u95ee\u9898\u3002<\/p>\n<h4>\u8bf7\u70b9\u51fb\u4ee5\u4e0b\uff0c\u542f\u52a8Cloud Shell\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/28-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h4>\u8bf7\u70b9\u51fbBash\uff08\u5982\u679c\u60a8\u4ee5\u524d\u4f7f\u7528\u8fc7Cloud Shell\uff0c\u5219\u53ef\u4ee5\u8df3\u8fc7\u6b64\u6b65\u9aa4\uff09\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/30-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u5982\u679c\u5c1a\u672a\u5b8c\u6210Azure\u6ce8\u518c\uff0c\u5219\u4f1a\u663e\u793a\u5982\u4e0b\u753b\u9762\u3002\u8bf7\u70b9\u51fb\u201c\u521b\u5efaAzure\u8ba2\u9605\u201d\uff0c\u8fdb\u884c\u514d\u8d39\u8bd5\u7528\u7248\u6ce8\u518c\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/32-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u6b64\u5916\uff0c\u5982\u679c\u6ca1\u6709\u5b58\u50a8\u7a7a\u95f4\uff0c\u5c06\u663e\u793a\u5982\u4e0b\u5185\u5bb9\u3002\u5982\u679c\u60a8\u62e5\u6709\u514d\u8d39\u8bd5\u7528\u7248\u8ba2\u9605\uff0c\u8bf7\u9009\u62e9\u514d\u8d39\u8bd5\u7528\u7248\u5e76\u70b9\u51fb\u521b\u5efa\u5b58\u50a8\u7a7a\u95f4\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/34-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h4>5. \u6253\u5f00Cloudshell\u7684\u63a7\u5236\u53f0\u3002\u8bf7\u70b9\u51fb\u25a1\u6309\u94ae\uff0c\u5c06\u63a7\u5236\u53f0\u754c\u9762\u653e\u5927\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/36-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h4>6. \u521b\u5efa\u8d44\u6e90\u7ec4\uff08\u5982\u679c\u5df2\u7ecf\u5b58\u5728\u5219\u8df3\u8fc7\uff09<\/p>\n<p>\u5982\u679c\u60a8\u5df2\u7ecf\u521b\u5efa\u4e86\u8d44\u6e90\u7ec4\u5e76\u6253\u7b97\u4f7f\u7528\u5b83\uff0c\u90a3\u4e48\u60a8\u53ef\u4ee5\u8df3\u8fc7\u672c\u90e8\u5206\u3002<\/p>\n<p>\u53ef\u4ee5\u521b\u5efa\u8d44\u6e90\u7ec4\u6765\u6574\u7406\u672c\u6b21\u4f7f\u7528\u7684\u8d44\u6e90\uff08\u5982VM\u548c\u7f51\u7edc\uff09\u3002<br \/>\n\u6309\u4ee5\u4e0b\u65b9\u5f0f\u521b\u5efa\u540d\u4e3a\u201cmalmo\u201d\u7684\u8d44\u6e90\u7ec4\uff08\u5982\u679c\u8981\u4f7f\u7528\u5176\u4ed6\u540d\u79f0\uff0c\u8bf7\u5c06\u201cmalmo\u201d\u66ff\u6362\u4e3a\u60a8\u81ea\u5df1\u8bbe\u7f6e\u7684\u540d\u79f0\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code>az group create <span class=\"nt\">-g<\/span> malmo <span class=\"nt\">-l<\/span> eastus\r\n<\/code><\/pre>\n<p>\u5f53\u6210\u529f\u65f6\uff0c\u5c06\u663e\u793a\u5982\u4e0b\u5185\u5bb9\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/42-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h4>7. \u751f\u6210\u5bc6\u7801<\/p>\n<p>\u8bf7\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8f93\u5165\uff0c\u751f\u6210\u5bc6\u7801\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">echo <\/span>user name: <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span>\r\n<span class=\"nv\">VM_PW<\/span><span class=\"o\">=<\/span><span class=\"sb\">`<\/span>openssl rand <span class=\"nt\">-base64<\/span> 12<span class=\"sb\">`<\/span>\r\n<span class=\"nb\">echo <\/span>VM password: <span class=\"k\">${<\/span><span class=\"nv\">VM_PW<\/span><span class=\"k\">}<\/span>\r\n<\/code><\/pre>\n<p>\u8bf7\u5c06\u7528\u6237\u540d\u548c\u5bc6\u7801\u8bb0\u5f55\u5728\u67d0\u4e2a\u5730\u65b9\u3002<\/p>\n<h4>\u521b\u5efa\u865a\u62df\u673a<\/p>\n<p>\u8bf7\u4f7f\u7528Cloud Shell\u4ee5\u4ee5\u4e0b\u65b9\u6cd5\u5728CPU\u5b9e\u4f8b\u4e0a\u521b\u5efa\u3002<br \/>\n\u4e00\u65e6\u542f\u52a8\u5b9e\u4f8b\uff0c\u5c06\u4f1a\u4ea7\u751f\u8d39\u7528\u3002\u5982\u679c\u4e0d\u518d\u9700\u8981\uff0c\u8bf7\u505c\u6b62\u5b83\u3002<br \/>\n\u901a\u5e38\u6bcf\u6708\u5927\u7ea6\u662f4000\u65e5\u5143\u5de6\u53f3\uff08\u53c2\u8003\uff1a\u4ef7\u683c\uff09\u3002<\/p>\n<p>\u987a\u4fbf\u63d0\u4e00\u4e0b\uff0cCloud Shell\u7684\u5b58\u50a8\u4ee5\u53ca\u865a\u62df\u673a\u7684\u5b58\u50a8\u5373\u4f7f\u5728\u672a\u542f\u52a8\u65f6\u4e5f\u4f1a\u4ea7\u751f\u5c11\u8bb8\u8d39\u7528\u3002<\/p>\n<pre class=\"post-pre\"><code>az vm create <span class=\"nt\">--location<\/span> eastus <span class=\"nt\">--resource-group<\/span> malmo <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-vm<\/span> <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--admin-username<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span> <span class=\"nt\">--admin-password<\/span> <span class=\"k\">${<\/span><span class=\"nv\">VM_PW<\/span><span class=\"k\">}<\/span> <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--authentication-type<\/span> password <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--public-ip-address-dns-name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span>  <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--image<\/span> microsoft-ads:linux-data-science-vm-ubuntu:linuxdsvmubuntu:latest <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--size<\/span> Standard_B2s\r\n<\/code><\/pre>\n<p>\u203b \u4e0d\u9700\u8981\u7684\u662f\u542f\u52a8\u4e86CPU\u5b9e\u4f8b\u7684\u4eba\u3002<\/p>\n<p>\u203b \u4e0d\u9700\u8981\u542f\u52a8CPU\u5b9e\u4f8b\u7684\u4eba\u3002<\/p>\n<p>\u203b \u5bf9\u4e8e\u542f\u52a8\u4e86CPU\u5b9e\u4f8b\u7684\u4eba\u4e0d\u662f\u5fc5\u8981\u7684\u3002<\/p>\n<p>\u203b \u5bf9\u4e8e\u5df2\u7ecf\u542f\u52a8\u4e86CPU\u5b9e\u4f8b\u7684\u4eba\u6ca1\u6709\u5fc5\u8981\u3002<\/p>\n<p>\u8bf7\u5728 Cloud Shell \u4e0a\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u521b\u5efa GPU \u5b9e\u4f8b\u3002<\/p>\n<p>\u8bf7\u6ce8\u610f\uff0c\u4f7f\u7528GPU\u5b9e\u4f8b\u7684Standard_NC6\u578b\u53f7\uff0c\u5982\u679c\u6301\u7eed\u8fd0\u884c\u4e00\u4e2a\u6708\u5c06\u4f1a\u8017\u8d39\u8d85\u8fc77\u4e07\u65e5\u5143\uff08\u53c2\u8003\u4ef7\uff09\u3002\u6b64\u5916\uff0c\u514d\u8d39\u8bd5\u7528\u7248\u65e0\u6cd5\u4f7f\u7528\u3002<\/p>\n<pre class=\"post-pre\"><code>az vm create <span class=\"nt\">--location<\/span> eastus <span class=\"nt\">--resource-group<\/span> malmo <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-vm<\/span> <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--admin-username<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span> <span class=\"nt\">--admin-password<\/span> <span class=\"k\">${<\/span><span class=\"nv\">VM_PW<\/span><span class=\"k\">}<\/span> <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--authentication-type<\/span> password <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--public-ip-address-dns-name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span>  <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--image<\/span> microsoft-ads:linux-data-science-vm-ubuntu:linuxdsvmubuntu:latest <span class=\"se\">\\<\/span>\r\n <span class=\"nt\">--size<\/span> Standard_NC6\r\n<\/code><\/pre>\n<p>\u6210\u529f\u65f6\u4f1a\u663e\u793a\u5982\u4e0b\u5185\u5bb9\u3002\u8bf7\u5c06\u4ee5\u4e0b\u7684publicIpAddress\u8bb0\u5f55\u4e0b\u6765\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/56-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u5982\u679c\u4f7f\u7528\u4e0a\u8ff0\u7684IP\u5730\u5740\u548c\u6700\u521d\u521b\u5efa\u7684\u5bc6\u7801\uff0c\u5373\u53ef\u901a\u8fc7SSH\u8fdb\u884c\u8fde\u63a5\u3002<br \/>\n\u4e3a\u4e86\u7b80\u5316\u540e\u7eed\u7684\u64cd\u4f5c\uff0c\u5728\u672c\u5b9e\u8df5\u4e2d\u6211\u4eec\u5c06\u4f7f\u7528Azure\u7b14\u8bb0\u672c\uff08\u8be6\u89c1\u4e0b\u6587\uff09\u3002<\/p>\n<p>\u5982\u679c\u5728\u8fd9\u91cc\u51fa\u73b0\u9519\u8bef\uff0c\u53ef\u80fd\u6027\u5982\u4e0b\u3002<\/p>\n<ul class=\"post-ul\">\nVM\u306e\u540d\u524d\uff08&#8211;name ${USER}-VM\uff09\u53ca\u3073\u3001DNS name (&#8211;public-ip-address-dns-name ${USER})\u304c\u65e2\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\uff08\u540c\u3058\u30ea\u30bd\u30fc\u30b9\u30b0\u30eb\u30fc\u30d7\u5185\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u540d\u304c\u91cd\u8907\u3057\u3066\u3044\u308b\uff09<\/p>\n<p>&#8211;name ${USER}-VM\u3068&#8211;public-ip-address-dns-name ${USER}\u306e\u90e8\u5206\u3092\u3001&#8211;name ${USER}-VM2\u53ca\u3073\u3001&#8211;public-ip-address-dns-name ${USER}2 \u7b49\u3068\u3057\u3066\u3001\u91cd\u8907\u3092\u56de\u907f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Standard_NC6 \u304c\u4f7f\u3048\u306a\u3044\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u3092\u4f7f\u3063\u3066\u3044\u308b\uff08\u7121\u6599\u8a66\u7528\u7248\u3067\u306f\u4f7f\u3048\u307e\u305b\u3093\uff09\n<\/ul>\n<h4>\u6253\u5f00\u7aef\u53e3<\/p>\n<p>\u8bf7\u5728Cloud Shell\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u4ee5\u4fbf\u8fde\u63a5\u5230Azure Notebooks\u5e76\u8fde\u63a5\u5230\u540d\u4e3anoVNC\u7684Web\u670d\u52a1\u5668\u4ee5\u663e\u793a\u5c4f\u5e55\u3002\u8fd9\u5c06\u6253\u5f00\u4e09\u4e2a\u7aef\u53e3\uff1a8000\u30018001\u548c6080\u3002<\/p>\n<pre class=\"post-pre\"><code>az vm open-port <span class=\"nt\">--resource-group<\/span> malmo <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-VM<\/span> <span class=\"nt\">--port<\/span> 8000 <span class=\"nt\">--priority<\/span> 1010\r\naz vm open-port <span class=\"nt\">--resource-group<\/span> malmo <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-VM<\/span> <span class=\"nt\">--port<\/span> 8001 <span class=\"nt\">--priority<\/span> 1020\r\naz vm open-port <span class=\"nt\">--resource-group<\/span> malmo <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-VM<\/span> <span class=\"nt\">--port<\/span> 6080 <span class=\"nt\">--priority<\/span> 1030\r\n<\/code><\/pre>\n<h3>\u8fde\u63a5Azure Notebooks<\/p>\n<h4>1. \u514b\u9686\u7b14\u8bb0\u672c<\/p>\n<p>\u8bf7\u6253\u5f00\u4ee5\u4e0b\u9875\u9762\uff0c\u5e76\u70b9\u51fbClone\u6309\u94ae\u3002<\/p>\n<p><div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/67-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h4>2. \u76f4\u63a5\u8ba1\u7b97\u7684\u8bbe\u7f6e<\/p>\n<p>\u4e3a\u4e86\u8fde\u63a5\u4e4b\u524d\u521b\u5efa\u7684\u865a\u62df\u673a\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u884c\u76f4\u63a5\u8ba1\u7b97\u7684\u8bbe\u7f6e\u3002<\/p>\n<p>\u8bf7\u70b9\u51fb\u5de6\u4e0a\u89d2\u7684\u25bd\uff0c\u7136\u540e\u70b9\u51fb\u201c\u76f4\u63a5\u8ba1\u7b97\u201d\uff0c\u4ee5\u663e\u793a\u8bbe\u7f6e\u754c\u9762\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/71-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u8bf7\u5728\u8fd9\u91cc\u8f93\u5165\u521a\u521a\u8bb0\u4e0b\u7684IP\u5730\u5740\u3001\u7528\u6237\u540d\u548c\u5bc6\u7801\u3002<br \/>\n\u8bf7\u8f93\u5165\u4e00\u4e2a\u4efb\u610f\u7684\u540d\u79f0\uff0c\u5e76\u70b9\u51fb\u9a8c\u8bc1\u3002\uff08\u7aef\u53e3\u65e0\u6cd5\u66f4\u6539\u3002\uff09<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/73-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u4f1a\u53d1\u751f\u4ee5\u4e0b\u9519\u8bef\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u8bf7\u70b9\u51fb\u51e0\u6b21\u9a8c\u8bc1\u6309\u94ae\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/75-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u8bf7\u6309\u4e0b\u201c\u8fd0\u884c\u201d\u6309\u94ae\u540e\uff0c\u5982\u679c\u4e00\u5207\u987a\u5229\uff0c\u5c06\u663e\u793a\u5982\u4e0b\u5185\u5bb9\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/77-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h4>3. \u6253\u5f00\u7b14\u8bb0\u672c\u7535\u8111<\/p>\n<p>\u8bf7\u70b9\u51fbmarlo.ipynb\uff0c\u5b83\u5c06\u4ee5\u5982\u4e0b\u65b9\u5f0f\u663e\u793a\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/80-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u7136\u540e\uff0c\u4f1a\u663e\u793a\u5982\u4e0b\u7684\u5c4f\u5e55\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/82-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h3>\u7b14\u8bb0\u672c\u7684\u6267\u884c<\/p>\n<p>\u4e0a\u9762\u6253\u5f00\u7684\u754c\u9762\u662f\u4e00\u4e2a\u540d\u4e3aJupyter Notebook\u7684\u7cfb\u7edf\u3002<br \/>\n\u6bcf\u4e00\u4e2a\u65b9\u683c\u88ab\u79f0\u4e3a\u201c\u5355\u5143\u683c\u201d\uff0c\u53ef\u4ee5\u901a\u8fc7SHIFT + ENTER\u8fdb\u884c\u6267\u884c\u3002<br \/>\n\u6211\u4eec\u5c1d\u8bd5\u6267\u884c\u6700\u4e0a\u9762\u7684\u5355\u5143\u683c\u3002<\/p>\n<p>\u5de6\u8fb9\u7684 [ ] \u90e8\u5206\u4f1a\u53d8\u6210 [*]\u3002\u8fd9\u8868\u793a\u6b63\u5728\u6267\u884c\u4e2d\u3002<br \/>\n\u5f53\u53d8\u4e3a [1] \u65f6\uff0c\u8f93\u51fa\u5c06\u4f1a\u663e\u793a\uff0c\u8fd9\u8868\u793a\u6267\u884c\u5df2\u5b8c\u6210\u3002<\/p>\n<p>\u8bf7\u4ece\u73b0\u5728\u5f00\u59cb\uff0c\u9605\u8bfb\u6709\u5173Notebook\u7684\u8bf4\u660e\u3002<\/p>\n<p>\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u5728\u5b8c\u6210\u4f5c\u4e1a\u540e\u505c\u6b62\u6216\u5220\u9664\u865a\u62df\u673a\u3002<\/p>\n<h2>\u505c\u6b62\u3001\u91cd\u542f\u3001\u5220\u9664\u865a\u62df\u673a\u3002<\/p>\n<p>\u8bf7\u52a1\u5fc5\u5728\u4e0d\u9700\u8981\u65f6\u505c\u6b62\u865a\u62df\u673a\u3002\u4e4b\u540e\u53ef\u4ee5\u5728\u540c\u4e00\u53f0\u865a\u62df\u673a\u4e0a\u91cd\u65b0\u542f\u52a8\u3002<br \/>\n\u5982\u679c\u4e0d\u505c\u6b62\uff0c\u4f1a\u4ea7\u751f\u8d39\u7528\u3002<br \/>\n\u505c\u6b62\u3001\u5220\u9664\u7b49\u64cd\u4f5c\u6709\u4e24\u79cd\u65b9\u6cd5\uff1a\u4f7f\u7528Cloud Shell\u6216\u4f7f\u7528\u95e8\u6237\u7f51\u7ad9\u3002<\/p>\n<h3>\u4f7f\u7528\u4e91\u7aef Shell<\/p>\n<h4>\u865a\u62df\u673a\u7684\u505c\u6b62<\/p>\n<p>\u8bf7\u5728\u4e0d\u9700\u8981\u65f6\u52a1\u5fc5\u505c\u6b62\u865a\u62df\u673a\u3002\u7a0d\u540e\u53ef\u4ee5\u5728\u540c\u4e00\u865a\u62df\u673a\u4e0a\u91cd\u65b0\u542f\u52a8\u3002<br \/>\n\u5982\u679c\u4e0d\u505c\u6b62\uff0c\u5c06\u4ea7\u751f\u8d39\u7528\u3002<\/p>\n<pre class=\"post-pre\"><code>azure vm deallocate <span class=\"nt\">--resource-group<\/span> malmo <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-vm<\/span>\r\n<\/code><\/pre>\n<h4>\u6682\u505c\u7684\u865a\u62df\u673a\u6062\u590d\u8fd0\u884c<\/p>\n<p>\u4ee5\u4ee5\u4e0b\u65b9\u5f0f\uff0c\u53ef\u4ee5\u91cd\u65b0\u542f\u52a8\u865a\u62df\u673a\u3002\u8bf7\u6ce8\u610f\uff0cIP\u5730\u5740\u4f1a\u53d1\u751f\u66f4\u6539\u3002<\/p>\n<pre class=\"post-pre\"><code>azure vm start <span class=\"nt\">--resource-group<\/span> malmo <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-vm<\/span>\r\n<\/code><\/pre>\n<p>\u53ef\u4ee5\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u68c0\u67e5IP<\/p>\n<pre class=\"post-pre\"><code>az vm list-ip-addresses <span class=\"nt\">--output<\/span> table <span class=\"nt\">--name<\/span> <span class=\"k\">${<\/span><span class=\"nv\">USER<\/span><span class=\"k\">}<\/span><span class=\"nt\">-vm<\/span>\r\n<\/code><\/pre>\n<h4>\u5220\u9664\u865a\u62df\u673a<\/p>\n<p>\u7528\u95e8\u6237\u66f4\u65b9\u4fbf\u8fdb\u884c\u5220\u9664\u64cd\u4f5c\u3002\u8bf7\u53c2\u8003\u4ee5\u4e0b\u5185\u5bb9\u3002<\/p>\n<h3>\u901a\u8fc7\u95e8\u6237\u7f51\u7ad9\u505c\u6b62\u6216\u542f\u52a8\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/102-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u8bf7\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\uff0c\u663e\u793a\u865a\u62df\u673a\u5217\u8868\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/104-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u8bf7\u4ece\u5217\u8868\u4e2d\u70b9\u51fb\u81ea\u5df1\u7684\u865a\u62df\u673a\u3002\u5982\u679c\u6709\u5f88\u591a\u865a\u62df\u673a\uff0c\u8bf7\u5728\u201c\u6309\u540d\u79f0\u7b5b\u9009\u201d\u4e2d\u8f93\u5165\u81ea\u5df1\u7684\u865a\u62df\u673a\u540d\u79f0\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/106-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u4ece\u8fd9\u91cc\uff0c\u60a8\u53ef\u4ee5\u9009\u62e9\u505c\u6b62\u6216\u5f00\u59cb\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/108-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<h3>\u5220\u9664\u865a\u62df\u673a<\/p>\n<p>\u521b\u5efa\u865a\u62df\u673a\u540e\uff0c\u4f1a\u521b\u5efa\u591a\u4e2a\u8d44\u6e90\uff0c\u5982\u78c1\u76d8\u7b49\u3002\u8bf7\u70b9\u51fb\u201c\u6240\u6709\u8d44\u6e90\u201d\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/111-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u8bf7\u70b9\u51fb &#8220;\u6309\u540d\u79f0\u7b5b\u9009&#8221;\uff0c\u8f93\u5165\u81ea\u5df1\u865a\u62df\u673a\u7684\u540d\u79f0\uff0c\u4ee5\u663e\u793a\u4e0e\u81ea\u5df1\u865a\u62df\u673a\u76f8\u5173\u7684\u8d44\u6e90\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/113-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u8bf7\u5728\u540d\u5b57\u65c1\u8fb9\u7684\u25a1\u5904\u6253\u52fe\uff0c\u5e76\u6309\u4e0b\u201c\u5168\u9009\u201d\u548c\u201c\u5220\u9664\u201d\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n<div>\n                            <img decoding=\"async\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657cf8d037434c4406bb6db2\/115-0.png\" class='post-images' alt=\"image.png\" title=\"\"><\/p>\n<p>\u8bf7\u786e\u8ba4\u540e\uff0c\u8f93\u5165\u201c\u662f\u201d\u8fdb\u884c\u5220\u9664\u3002<\/p>\n<p>\u8bf7\u6ce8\u610f\u4e0d\u8981\u5220\u9664\u4e0e\u5173\u7cfb\u65e0\u5173\u7684\u8d44\u6e90\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd9\u7bc7\u6587\u7ae0\u662f\u5728@keisuke-umezawa\u5148\u751f\u7684\u4ee5\u4e0b\u6587\u7ae0\u57fa\u7840\u4e0a\u64b0\u5199\u7684\u3002 https:\/\/qiita.com\/ [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-27852","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"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>\u4f7f\u7528ChainerRL\u548cAzure Notebooks\uff0c\u5728Minecraft\u4e2d\u8fdb\u884c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5b9e\u8df5 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u4f7f\u7528ChainerRL\u548cAzure Notebooks\uff0c\u5728Minecraft\u4e2d\u8fdb\u884c\u6df1\u5ea6\u5f3a\u5316\u5b66\u4e60\u5b9e\u8df5\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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