{"id":46526,"date":"2023-04-29T02:33:38","date_gmt":"2023-05-31T11:15:27","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46526-2\/"},"modified":"2024-04-30T01:47:23","modified_gmt":"2024-04-29T17:47:23","slug":"46526-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46526-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002<br \/>\n\u6700\u8fd1Deep Learning\u3092\u5b66\u3073\u59cb\u3081\u3066\u3001\u53cb\u4eba\u3068\u9031\u672b\u306b2\u6642\u9593\u304f\u3089\u3044\u52c9\u5f37\u4f1a\u3092\u3084\u3063\u3066\u3044\u307e\u3059<br \/>\n\u305d\u306e\u6642\u306bColaboratory\u306e\u7121\u6599\u7248\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u30b9\u30da\u30c3\u30af\u304c\u5c11\u3057\u30ad\u30c4\u304f\u306a\u3063\u3066\u304d\u305f\u306e\u3067Pro\u7248\u3092\u691c\u8a0e\u3057\u3066\u307f\u305f\u306e\u3067\u3059\u304c\u3001\u30b9\u30dd\u30c3\u30c8\u3067\u3057\u304b\u5229\u7528\u3057\u306a\u3044\u306e\u3067\u6708\u984d1000\u5186\u304f\u3089\u3044\u6255\u3046\u306e\u306f\u304a\u5f97\u306a\u306e\u304b\uff1f\u5272\u9ad8\u306a\u306e\u304b\u5fae\u5999\u306a\u3068\u3053\u3068\u308d\u3067\u3057\u305f\u3002<br \/>\n\u305d\u3053\u3067\u8272\u3005\u3068\u8abf\u3079\u3066\u307f\u305f\u3068\u3053\u308d\u3001AWS EC2\u3092\u4f7f\u3063\u3066\u63a5\u7d9a\u3057\u305f\u65b9\u304c\u8cbb\u7528\u611f\u7684\u306b\u3082\u826f\u3055\u305d\u3046\u3060\u3063\u305f\u306e\u3067\u3001\u3061\u3087\u3063\u3068\u3057\u305f\u904a\u3073\u611f\u899a\u3067\u3084\u3063\u3066\u307f\u305f\u306e\u3067\u5099\u5fd8\u3068\u3057\u3066\u6b8b\u3059\u3053\u3068\u306b\u3057\u307e\u3057\u305f<\/p>\n<h1>\u5bfe\u8c61<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Colaboratory Pro\u306e\u7d04\u6708\u984d1000\u5186\u3092\u6255\u3044\u305f\u304f\u306a\u304f\u3066\u3001\u5c11\u3057\u3067\u3082\u5b89\u304f\u6e08\u307e\u305b\u305f\u3044\u4eba(AWS\u306e\u57fa\u672c\u7684\u306a\u77e5\u8b58\u306f\u5fc5\u9808)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30ed\u30fc\u30ab\u30eb\u7aef\u672b\u306e\u30b9\u30da\u30c3\u30af\u304c\u305d\u3053\u307e\u3067\u9ad8\u304f\u306a\u304f\u3066\u3001\u4e00\u6642\u7684\u306b\u30cf\u30a4\u30b9\u30da\u30c3\u30af\u306a\u74b0\u5883\u3092\u5229\u7528\u3057\u305f\u3044\u4eba<\/ul>\n<h1>\u6271\u308f\u306a\u3044\u3053\u3068<\/h1>\n<ul class=\"post-ul\">AWS EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u7acb\u3061\u4e0a\u3052\u3084\u505c\u6b62<\/ul>\n<h1>\u74b0\u5883<\/h1>\n<p>\u30d1\u30bd\u30b3\u30f3<br \/>\nApple Mac mini(2018)<br \/>\nmacOS Big Sur<\/p>\n<p>AWS<br \/>\nAmazon Linux 2 AMI (HVM), SSD Volume Type<br \/>\n\u203b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30b5\u30a4\u30ba\u306a\u3069\u305d\u306e\u4ed6\u306e\u6761\u4ef6\u306f\u4efb\u610f<\/p>\n<p>\u30a2\u30d7\u30ea<br \/>\nPython 3.7.9<br \/>\npip 20.2.2<\/p>\n<p>jupyter core : 4.7.1<br \/>\njupyter-notebook : 6.4.0<br \/>\nqtconsole : not installed<br \/>\nipython : 7.24.1<br \/>\nipykernel : 5.5.5<br \/>\njupyter client : 6.1.12<br \/>\njupyter lab : 3.0.16<br \/>\nnbconvert : 6.0.7<br \/>\nipywidgets : not installed<br \/>\nnbformat : 5.1.3<br \/>\ntraitlets : 5.0.5<\/p>\n<h1>\u6d41\u308c<\/h1>\n<h2>EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7acb\u3061\u4e0a\u3052\u308b<\/h2>\n<p>\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb: Amazon EC2 Linux \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u958b\u59cb\u65b9\u6cd5 \u306a\u3069\u3092\u53c2\u7167\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7acb\u3061\u4e0a\u3052\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u3053\u3053\u3067\u5fc5\u8981\u306a\u3082\u306e\u306f\u6b21\u306e2\u3064\u3067\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">pem\u30d5\u30a1\u30a4\u30eb<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3078\u63a5\u7d9a\u7528\u306eSSH\u30b3\u30de\u30f3\u30c9<\/ul>\n<h2>\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c9\u3057\u3066SSH\u3092\u63a5\u7d9a<\/h2>\n<p>\u3054\u81ea\u8eab\u306e\u7aef\u672b\u304b\u3089\u6b21\u306eSSH\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u30dd\u30fc\u30c88888\u3092\u30d5\u30a9\u30ef\u30fc\u30c9\u3057\u3066\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u63a5\u7d9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u305d\u306e\u969b\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3057\u305f\u6642\u306b\u51fa\u529b\u3055\u308c\u305fpem\u30d5\u30a1\u30a4\u30eb\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u624b\u5143\u306b\u7528\u610f\u3057\u3066\u304b\u3089\u5bfe\u5fdc\u3059\u308b\u3068\u30b9\u30e0\u30fc\u30ba\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>ssh <span class=\"nt\">-L<\/span> 8888:localhost:8888 ec2-user@ec2-x-xxx-xxx-xxx.ap-xxxxxxx-x.compute.amazonaws.com <span class=\"nt\">-i<\/span> <span class=\"s2\">\"xxxxx.pem\"<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d653b37434c4406d06917\/17-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2021-06-14 20.55.15.png\" \/><\/div>\n<h2>Jupyter\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>\u516c\u5f0f\u30b5\u30a4\u30c8\u306e\u624b\u9806\u306b\u5f93\u3063\u3066Jupyter\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u6b63\u5e38\u306b\u8d77\u52d5\u3059\u308b\u304b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code>jupyter notebook\r\n<\/code><\/pre>\n<p>\u4e0b\u8a18\u306e\u3088\u3046\u306blocalhost\u306eURL\u304c\u8868\u793a\u3055\u308c\u305f\u3089\u6210\u529f\u3067\u3059<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>jupyter notebook\r\n~~\u7701\u7565~~\r\n    To access the notebook, open this file <span class=\"k\">in <\/span>a browser:\r\n        file:\/\/\/home\/ec2-user\/.local\/share\/jupyter\/runtime\/nbserver-3650-open.html\r\n    Or copy and <span class=\"nb\">paste <\/span>one of these URLs:\r\n        http:\/\/localhost:8888\/?token<span class=\"o\">={{<\/span>\u5b9f\u969b\u306f\u3053\u3053\u306b\u30c8\u30fc\u30af\u30f3\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059<span class=\"o\">}}<\/span>\r\n     or http:\/\/127.0.0.1:8888\/?token<span class=\"o\">={{<\/span>\u5b9f\u969b\u306f\u3053\u3053\u306b\u30c8\u30fc\u30af\u30f3\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059<span class=\"o\">}}<\/span>\r\n<\/code><\/pre>\n<p>\u203b\u4e00\u90e8\u8868\u8a18\u3092\u7701\u7565\u3057\u3066\u3044\u307e\u3059<\/p>\n<p>\u63a5\u7d9a\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u3001Colaboratory\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306b\u3044\u304f\u3064\u304b\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u6307\u5b9a\u304c\u5fc5\u8981\u306a\u306e\u3067\u3001Jupyter Notebook\u30921\u5ea6\u7d42\u4e86\u3057\u307e\u3059\u3002<\/p>\n<h2>Colaboratory\u3067\u63a5\u7d9a\u3059\u308b\u3088\u3046\u306b\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6307\u5b9a\u3057\u3066Jupyter Notebook\u3092\u8d77\u52d5<\/h2>\n<p>Colaboratory\u306e\u516c\u5f0f\u30b5\u30a4\u30c8 \u306e\u624b\u9806\u306b\u5f93\u3063\u3066\u8d77\u52d5\u3057\u307e\u3057\u3087\u3046\u3002<br \/>\n\u3044\u304f\u3064\u304b\u91cd\u8981\u305d\u3046\u306a\u90e8\u5206\u3060\u3051\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\u3057\u3066\u3044\u307e\u3059<\/p>\n<blockquote><p>\u65b0\u3057\u3044\u30ce\u30fc\u30c8\u30d6\u30c3\u30af \u30b5\u30fc\u30d0\u30fc\u3092\u901a\u5e38\u3069\u304a\u308a\u8d77\u52d5\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001Colaboratory \u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u304b\u3089\u306e WebSocket \u63a5\u7d9a\u3092\u660e\u793a\u7684\u306b\u4fe1\u983c\u3059\u308b\u30d5\u30e9\u30b0\u3092\u8a2d\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u301c\u301c\u7701\u7565\u301c\u301c<br \/>\n\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4ed6\u306e\u30e6\u30fc\u30b6\u30fc\u3068\u5171\u6709\u3057\u3066\u3082\u3001\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u4e0a\u306e\u30e9\u30f3\u30bf\u30a4\u30e0\u306f\u5171\u6709\u3055\u308c\u307e\u305b\u3093\u3002\u5171\u6709\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u3044\u305f\u30e6\u30fc\u30b6\u30fc\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u306f\u6a19\u6e96\u306e\u30af\u30e9\u30a6\u30c9 \u30e9\u30f3\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3055\u308c\u307e\u3059\u3002<\/p><\/blockquote>\n<pre class=\"post-pre\"><code>jupyter notebook \\\r\n  --NotebookApp.allow_origin='https:\/\/colab.research.google.com' \\\r\n  --port=8888 \\\r\n  --NotebookApp.port_retries=0\r\n\r\n<\/code><\/pre>\n<h1>Colaboratory\u3067\u63a5\u7d9a\u5148\u60c5\u5831\u3092\u5165\u529b<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d653b37434c4406d06917\/30-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2021-06-14 20.57.58.png\" \/><\/div>\n<p>\u30d0\u30c3\u30af\u30a8\u30f3\u30c9URL\u306e\u5165\u529b\u9805\u76ee\u306b\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u4e0a\u3067\u8868\u793a\u3055\u308c\u305fhttp:\/\/localhost~~~~~\u306e\u30a2\u30c9\u30ec\u30b9\u3092\u5165\u529b\u3057\u3066[\u63a5\u7d9a]\u3092\u62bc\u4e0b\u3059\u308b<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d653b37434c4406d06917\/32-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2021-06-14 20.58.52.png\" \/><\/div>\n<p>\u63a5\u7d9a\u306b\u6210\u529f\u3057\u305f\u3089\u6b21\u306e\u753b\u50cf\u306e\u3088\u3046\u306b\u63a5\u7d9a\u6e08\u307f\uff08\u30ed\u30fc\u30ab\u30eb\uff09\u3068\u8868\u793a\u3055\u308c\u307e\u3059<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d653b37434c4406d06917\/34-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2021-06-14 21.04.11.png\" \/><\/div>\n<h1>\u6700\u5f8c\u306b<\/h1>\n<p>\u305d\u3053\u305d\u3053\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\u3001\u304a\u91d1\u306f\u60dc\u3057\u3044\u304c\u6642\u9593\u306b\u306f\u4f59\u88d5\u304c\u3042\u308b\u4eba\u5411\u3051\u304b\u3082\u3057\u308c\u307e\u305b\u3093<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u306f\u3002 \u6700\u8fd1Deep Learning\u3092\u5b66\u3073\u59cb\u3081\u3066\u3001\u53cb\u4eba\u3068\u9031\u672b\u306b2\u6642\u9593\u304f\u3089\u3044\u52c9\u5f37\u4f1a\u3092\u3084\u3063\u3066\u3044\u307e\u3059 \u305d\u306e\u6642 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46526","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\/46526-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u3053\u3093\u306b\u3061\u306f\u3002 \u6700\u8fd1Deep Learning\u3092\u5b66\u3073\u59cb\u3081\u3066\u3001\u53cb\u4eba\u3068\u9031\u672b\u306b2\u6642\u9593\u304f\u3089\u3044\u52c9\u5f37\u4f1a\u3092\u3084\u3063\u3066\u3044\u307e\u3059 \u305d\u306e\u6642 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46526-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-31T11:15:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T17:47:23+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d653b37434c4406d06917\/17-0.png\" \/>\n<meta name=\"author\" content=\"\u6e05, \u5b87\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" 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