{"id":46650,"date":"2023-03-10T09:53:26","date_gmt":"2024-02-25T12:33:22","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46650-2\/"},"modified":"2024-04-29T18:13:13","modified_gmt":"2024-04-29T10:13:13","slug":"46650-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46650-2\/","title":{"rendered":""},"content":{"rendered":"<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/0-0.jpg\" alt=\"\u8868\u7d19\" \/><\/div>\n<p>\u8cb7\u3044\u307e\u3057\u305f\u3002<br \/>\n\u3053\u306e1\u6708\u8caa\u308b\u3088\u3046\u306b\u8aad\u307f\u306a\u304c\u3089\u300c\u3053\u308c\u306f\u3044\u306c\uff01\u3053\u308c\u306f\u306d\u3053\uff01\u300d\u306a\u3069\u3068\u3084\u3063\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p>\u5927\u5909\u3088\u3044\u672c\u306a\u306e\u3067\u3059\u304c\u3001\u5dfb\u672b\u4ed8\u9332\u3067\u3042\u308b\u6a19\u984c\u306e\u9805\u76ee\u304cWindows\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u306f\u5c11\u3057\u4e0d\u89aa\u5207\u306a\u306e\u3068\u3001\u4e00\u90e8\u305d\u308c\u306f\u30c0\u30e1\u3060\u308d\u3063\u3066\u90e8\u5206\u304c\u3042\u308b\u306e\u3067\u305d\u306e\u3042\u305f\u308a\u3092\u88dc\u8db3\u51fa\u6765\u305f\u3089\u3068\u601d\u3044\u3053\u306e\u8a18\u4e8b\u3092\u66f8\u304d\u307e\u3057\u305f\u3002<\/p>\n<h1>\u6982\u8981<\/h1>\n<p>\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002\u306a\u304aAWS\u306e\u30a2\u30ab\u30a6\u30f3\u30c8\u306f\u65e2\u306b\u4f5c\u6210\u3057\u3066\u3042\u308a\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3044\u308b\u3082\u306e\u3068\u3057\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u5236\u9650\u3092\u89e3\u9664\u3057\u3066\u3082\u3089\u3046<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7acb\u3066\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4efb\u610f\u306eSSH\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3067\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5165\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u8af8\u3005\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">SSL\u8a3c\u660e\u66f8\u3092\u4f5c\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u30cf\u30c3\u30b7\u30e5\u3092\u4f5c\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Jupyter Notebook(Lab)\u306e\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b<\/ul>\n<h1>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u5236\u9650\u3092\u89e3\u9664\u3057\u3066\u3082\u3089\u3046<\/h1>\n<p>\u753b\u9762\u5de6\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u5236\u9650\u3092\u958b\u304f\u3068\u3001\u3053\u3093\u306a\u611f\u3058\u3067\u7a2e\u985e\u3054\u3068\u306b\u7acb\u3066\u3089\u308c\u308b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u6570\u306e\u4e0a\u9650\u304c\u898b\u308c\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/8-0.png\" alt=\"02_\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5236\u9650.PNG\" \/><\/div>\n<p>\u79c1\u306e\u5834\u54081\u756a\u5b89\u3044GPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u3042\u308bp2.xlarge\u306e\u4e0a\u9650\u304c0\u3060\u3063\u305f\u306e\u3067\u3001\u5236\u9650\u7de9\u548c\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u308a\u307e\u3057\u305f\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/10-0.png\" alt=\"03_\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u5236\u9650.PNG\" \/><\/div>\n<p>\u4e0a\u9650\u304c0\u306e\u307e\u307e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7acb\u3066\u3088\u3046\u3068\u3059\u308b\u3068<br \/>\nYou have requested more instances (1) than your current instance limit of 0 allows for the specified instance type. Please visit http:\/\/aws.amazon.com\/contact-us\/ec2-request to request an adjustment to this limit.<br \/>\n\u3068\u6012\u3089\u308c\u307e\u3059(\u307e\u3057\u305f)\u3002<\/p>\n<h1>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3092\u4f5c\u308b<\/h1>\n<p>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304b\u3089\u3002<br \/>\n\u7279\u306b\u3053\u3060\u308f\u308a\u304c\u306a\u3051\u308c\u3070default\u3092\u7de8\u96c6\u3059\u308c\u3070\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/14-0.png\" alt=\"05_\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7.PNG\" \/><\/div>\n<h1>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7acb\u3066\u308b<\/h1>\n<p>\u3044\u3088\u3044\u3088\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7acb\u3066\u307e\u3059\u3002<br \/>\n\u672c\u306b\u5023\u3044\u307e\u3059\u306e\u3067AMI\u306fDeep Learning AMI (Ubuntu) Version 12.0\u3001<br \/>\n\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u306fp2.xlarge\u3001<br \/>\n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u306f\u5148\u307b\u3069\u8a2d\u5b9a\u3057\u305f\u3082\u306e\u3092\u4f7f\u3044\u307e\u3059\u3002<br \/>\n\u30ad\u30fc\u30da\u30a2\u306f\u7121\u3051\u308c\u3070\u4f5c\u3063\u3066\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/17-0.png\" alt=\"06_\u30b9\u30c6\u30fc\u30bf\u30b9.PNG\" \/><\/div>\n<p>\u4f5c\u6210\u304c\u5b8c\u4e86\u3057\u305f\u3089\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u304b\u3089\u5b9f\u884c\u4e2d\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u898b\u306b\u884c\u304d\u3001<br \/>\n\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u72b6\u614b\u304crunning\u306b\u306a\u3063\u3066\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066IPv4\u30d1\u30d6\u30ea\u30c3\u30afIP\u3092\u30e1\u30e2\u308a\u307e\u3059\u3002<\/p>\n<h1>\u4efb\u610f\u306eSSH\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u3067\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5165\u308b<\/h1>\n<p>\u3053\u3053\u3067\u306fPuTTY-ranvis\u3092\u4f7f\u3044\u307e\u3059\u3002Windows10\u3060\u3068\u6a19\u6e96\u306e\u3082\u306e\u304c\u3042\u308b\u307f\u305f\u3044\u306a\u306e\u3067\u305d\u3063\u3061\u3092\u4f7f\u3044\u307e\u3057\u3087\u3046\u3002<br \/>\n\u53c2\u80031\uff1aPuTTY \u3092\u4f7f\u7528\u3057\u305f Windows \u304b\u3089 Linux \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3078\u306e\u63a5\u7d9a<br \/>\n\u53c2\u80032\uff1aWindows\u3067ssh\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u300cPuTTY\u300d\u3092\u4f7f\u3046<\/p>\n<p>puttygen.exe\u3067\u5148\u307b\u3069\u843d\u3068\u3057\u305f\u79d8\u5bc6\u9375\u3092.pem\u304b\u3089.ppk\u306b\u5909\u63db\u3057\u3001<br \/>\nputty.exe\u3092\u4ee5\u4e0b\u306e\u8a2d\u5b9a\u306b\u3057\u3066\u958b\u304f\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/22-0.png\" alt=\"07_putty.PNG\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/23-0.png\" alt=\"08_putty.PNG\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/24-0.png\" alt=\"09_putty.PNG\" \/><\/div>\n<p>\u30ed\u30b0\u30a4\u30f3\u51fa\u6765\u308b\u3068<\/p>\n<pre class=\"post-pre\"><code>=============================================================================\r\n       __|  __|_  )\r\n       _|  (     \/   Deep Learning AMI (Ubuntu) Version 12.0\r\n      ___|\\___|___|\r\n=============================================================================\r\n<\/code><\/pre>\n<p>\u2191\u3053\u3093\u306a\u611f\u3058\u306e\u753b\u9762\u304c\u51fa\u307e\u3059\u3002<\/p>\n<h1>\u8af8\u3005\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3059\u308b<\/h1>\n<p>\u3053\u3053\u4f55\u6545\u304b\u672c\u3060\u3068pip\u3092\u4f7f\u3063\u3066\u308b\u3093\u3067\u3059\u304c\u3001Anaconda\u306a\u306e\u3067Conda\u306e\u65b9\u304c\u3044\u3044\u3068\u601d\u3046\u3093\u3067\u3059\u306d\u3002<\/p>\n<pre class=\"post-pre\"><code>$ conda update conda\r\n$ source activate tensorflow_p36\r\n\u2191\u3053\u3053\u306f\u597d\u304d\u306a\u74b0\u5883\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002\u4ed6\u306b\u4f7f\u3048\u308b\u74b0\u5883\u306f\u30b3\u30f3\u30bd\u30fc\u30eb\u306b\u66f8\u3044\u3066\u3042\u308a\u307e\u3059\u3002\r\n\r\n$ conda update --all\r\n\r\n\u2193\u3053\u3053\u304b\u3089\u306f\u4efb\u610f\u3002Pillow\u304c\u306a\u3044\u30685\u7ae0\u3067\u8a70\u307f\u307e\u3059\u3002\r\n$ conda install Jupyterlab\r\n$ conda install Pillow\r\n<\/code><\/pre>\n<p>\u53c2\u8003\uff1aKeras\u306b\u300cPIL\u304c\u7121\u3044\u300d\u3068\u6012\u3089\u308c\u305f\u5834\u5408\u306e\u5bfe\u7b56<\/p>\n<h1>SSL\u8a3c\u660e\u66f8\u3092\u4f5c\u308b<\/h1>\n<p>HTTPS\u63a5\u7d9a\u306b\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>$ mkdir ssl\r\n$ cd ssl\r\n$ openssl req -x509 -nodes -days 365 -newkey rsa:1024 -keyout \"cert.key\" -out \"cert.pem\" -batch\r\n$ cd\r\n<\/code><\/pre>\n<h1>\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u30cf\u30c3\u30b7\u30e5\u3092\u4f5c\u308b<\/h1>\n<pre class=\"post-pre\"><code>$ python -c 'import IPython;print(IPython.lib.passwd())'\r\n<\/code><\/pre>\n<p>\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u5165\u529b\u3092\u6c42\u3081\u3089\u308c\u308b\u306e\u3067\u3001\u4efb\u610f\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u30922\u56de\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n&#8216;sha1:&#8217;\u304b\u3089\u59cb\u307e\u308b\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u30cf\u30c3\u30b7\u30e5\u304c\u4f5c\u6210\u3055\u308c\u308b\u306e\u3067\u3001\u307e\u308b\u3063\u3068\u30b3\u30d4\u30fc\u3057\u307e\u3059\u3002<\/p>\n<h1>Jupyter Notebook(Lab)\u306e\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b<\/h1>\n<p>\u672c\u3067\u306fJupyter Notebook\u306e\u4f7f\u7528\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u5f8c\u7d99\u306eJupyter Lab\u3068\u3044\u3046\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<br \/>\n\u53c2\u8003\uff1aJupyter Lab\u4e8b\u59cb\u3081<br \/>\n\u305f\u3060\u3057\u672c\u7a3f\u57f7\u7b46\u6642\u70b9(2018\/07\/30)\u3067\u306f\u3069\u3061\u3089\u3067&#8211;generate-config\u3057\u3066\u3082jupyter_notebook_config.py\u304c\u4f5c\u6210\u3055\u308c\u308b\u6a21\u69d8\u3002<\/p>\n<pre class=\"post-pre\"><code>$ jupyter notebook --generate-config\r\n<\/code><\/pre>\n<p>\u4f5c\u6210\u3055\u308c\u305f\u69cb\u6210\u30d5\u30a1\u30a4\u30eb\u3092vi\u306a\u308a\u4f55\u306a\u308a\u3067\u7de8\u96c6\u3057\u307e\u3059\u3002<br \/>\n\u53c2\u8003\uff1aLinux\u306e\u5b9a\u756a\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u300cvi\u300d\u3092\u30de\u30b9\u30bf\u30fc\u3057\u3088\u3046\uff081\uff09\u57fa\u672c\u64cd\u4f5c\u7de8 (1\/2)<\/p>\n<pre class=\"post-pre\"><code>$ vi ~\/.jupyter\/jupyter_notebook_config.py\r\n<\/code><\/pre>\n<p>\u5148\u982d\u306b<\/p>\n<pre class=\"post-pre\"><code><span class=\"n\">c<\/span> <span class=\"o\">=<\/span> <span class=\"n\">get_config<\/span><span class=\"p\">()<\/span>\r\n<span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">IPKernelApp<\/span><span class=\"p\">.<\/span><span class=\"n\">pylab<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'inline'<\/span>\r\n<span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">ip<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'*'<\/span>\r\n<span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">port<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">8888<\/span>\r\n<span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">open_browser<\/span> <span class=\"o\">=<\/span> <span class=\"bp\">False<\/span>\r\n<span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">certfile<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'\/home\/ubuntu\/ssl\/cert.pem'<\/span>\r\n<span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">keyfile<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'\/home\/ubuntu\/ssl\/cert.key'<\/span>\r\n<span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">password<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'\u30e1\u30e2\u3063\u305f\u30d1\u30b9\u30ef\u30fc\u30c9'<\/span>\r\n<\/code><\/pre>\n<p>\u3092\u8ffd\u52a0\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u3002<\/p>\n<h1>\u63a5\u7d9a<\/h1>\n<p>\u3053\u3053\u307e\u3067\u7d42\u308f\u308c\u3070<\/p>\n<pre class=\"post-pre\"><code>$ jupyter notebook\r\n<\/code><\/pre>\n<p>\u3067Jupyter\u3092\u8d77\u52d5\u3057\u3001\u30ed\u30fc\u30ab\u30eb\u306e\u30d6\u30e9\u30a6\u30b6\u304b\u3089<br \/>\nhttps:\/\/\u30e1\u30e2\u3063\u305fIP:8888<br \/>\n\u306b\u63a5\u7d9a\u3057\u3066\u7d42\u4e86\u3067\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8b66\u544a\u304c\u51fa\u308b\u306f\u305a\u306a\u306e\u3067\u30d6\u30e9\u30a6\u30b6\u3054\u3068\u306b\u4f55\u3068\u304b\u5bfe\u5fdc\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u304a\u75b2\u308c\u69d8\u3067\u3057\u305f\u3002<\/p>\n<h1>\u7d9a\u304d\u307e\u3059(2018\/08\/01)<\/h1>\n<p>AWS(EC2)\u3067Jupyter Notebook\u3092\u4f7f\u3046\u969b\u306e\u9762\u5012\u3054\u3068\u3092\u5168\u90e8\u81ea\u52d5\u5316\u3059\u308b<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8cb7\u3044\u307e\u3057\u305f\u3002 \u3053\u306e1\u6708\u8caa\u308b\u3088\u3046\u306b\u8aad\u307f\u306a\u304c\u3089\u300c\u3053\u308c\u306f\u3044\u306c\uff01\u3053\u308c\u306f\u306d\u3053\uff01\u300d\u306a\u3069\u3068\u3084\u3063\u3066\u304a\u308a\u307e\u3059\u3002 \u5927\u5909\u3088\u3044\u672c\u306a\u306e\u3067 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46650","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>- Blog - Silicon Cloud<\/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:\/\/www.silicloud.com\/zh\/blog\/46650-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u8cb7\u3044\u307e\u3057\u305f\u3002 \u3053\u306e1\u6708\u8caa\u308b\u3088\u3046\u306b\u8aad\u307f\u306a\u304c\u3089\u300c\u3053\u308c\u306f\u3044\u306c\uff01\u3053\u308c\u306f\u306d\u3053\uff01\u300d\u306a\u3069\u3068\u3084\u3063\u3066\u304a\u308a\u307e\u3059\u3002 \u5927\u5909\u3088\u3044\u672c\u306a\u306e\u3067 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46650-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-25T12:33:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T10:13:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d656b37434c4406d06f9d\/0-0.jpg\" 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