{"id":45943,"date":"2022-11-25T06:54:16","date_gmt":"2023-01-09T16:38:01","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45943-2\/"},"modified":"2024-04-29T02:23:52","modified_gmt":"2024-04-28T18:23:52","slug":"45943-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45943-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u57fa\u672c\u7684\u306b\u306f\u3001\u3053\u3061\u3089\u306e\u516c\u5f0fHP\u306e\u8a2d\u5b9a\u624b\u9806\u306b\u6cbf\u3063\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<blockquote><p>Colaboratory \u3067\u306f\u3001Jupyter \u3092\u4f7f\u7528\u3057\u3066\u30ed\u30fc\u30ab\u30eb \u30e9\u30f3\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u3059\u308b\u3053\u3068\u3067\u3001\u30ed\u30fc\u30ab\u30eb \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u305f\u308a\u3001\u30ed\u30fc\u30ab\u30eb \u30d5\u30a1\u30a4\u30eb \u30b7\u30b9\u30c6\u30e0\u306b\u30a2\u30af\u30bb\u30b9\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/p><\/blockquote>\n<p>\u30ed\u30fc\u30ab\u30ebPC\u306b\u8d85\u5f37\u529b\u306aGPU\u304c\u642d\u8f09\u3055\u308c\u3066\u304a\u308a\u3001\u306a\u304a\u304b\u3064\u3001\u51e6\u7406\u6642\u9593\u304c12\u6642\u9593\u3092\u8d85\u3048\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8d70\u3089\u305b\u305f\u3044\u5834\u5408\u306b\u306e\u307f\u3001\u5229\u7528\u3059\u308b\u624b\u6bb5\u306b\u306a\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>Windows 10 \u74b0\u5883\u306b\u3001https:\/\/www.python.org\/ \u304b\u3089\u6301\u3063\u3066\u304d\u305f\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u3067 Python3.7 \u304c\u5c0e\u5165\u6e08\u307f\u3067\u3042\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u307e\u3059\uff08virtualenv \u3068 virtualenv wrapper \u3067Python\u4eee\u60f3\u74b0\u5883\u3092\u7ba1\u7406\uff09\u3002\u6ce8\u610f: Anaconda \u306f\u5229\u7528\u3057\u3066\u3044\u306a\u3044\u74b0\u5883\u3067\u3059\u3002<\/p>\n<h1>Jupyter\uff08\u672c\u4f53\uff09\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff06\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u4f5c\u6210<\/h1>\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u958b\u304d\u3001Jupyter \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>pip <span class=\"nb\">install <\/span>jupyter\r\n<\/code><\/pre>\n<p>Jupyter \u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>jupyter notebook <span class=\"nt\">--generate-config<\/span>\r\n<\/code><\/pre>\n<p>\u4f5c\u6210\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u3001C:\\Users\\xxxx\\.jupyter\\ \u306b jupyter_notebook_config.py \u3068\u3044\u3046\u540d\u524d\u3067\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002Jupyter notebook \u8d77\u52d5\u6642\u306b\u8aad\u307f\u8fbc\u307e\u308c\u307e\u3059\u3002<\/p>\n<h1>\u62e1\u5f35\u6a5f\u80fd jupyter_http_over_ws \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff06\u6709\u52b9\u5316<\/h1>\n<p>Jupyter \u306e\u62e1\u5f35\u6a5f\u80fd jupyter_http_over_ws \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>pip install jupyter_http_over_ws\r\n<\/code><\/pre>\n<p>jupyter_http_over_ws \u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>C:\\Users\\xxxx&gt;jupyter serverextension enable --py jupyter_http_over_ws\r\nEnabling: jupyter_http_over_ws\r\n- Writing config: C:\\Users\\xxxx\\.jupyter\r\n    - Validating...\r\n      jupyter_http_over_ws 0.0.7 ok\r\n<\/code><\/pre>\n<h1>\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb\u306e\u7de8\u96c6<\/h1>\n<p>Jupyter \u306e\u8a2d\u5b9a\u30d5\u30a1\u30a4\u30eb C:\\Users\\xxxx\\.jupyter\\jupyter_notebook_config.py \u3092\u7de8\u96c6\u3057\u307e\u3059\u3002# \u3067\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u89e3\u9664\u3057\u3066\u6b21\u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\">#  Takes precedence over allow_origin_pat.\r\n<\/span><span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">allow_origin<\/span> <span class=\"o\">=<\/span> <span class=\"s\">'https:\/\/colab.research.google.com'<\/span>\r\n\r\n<span class=\"c1\">## The port the notebook server will listen on.\r\n<\/span><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\r\n<span class=\"c1\">## The number of additional ports to try if the specified port is not available.\r\n<\/span><span class=\"n\">c<\/span><span class=\"p\">.<\/span><span class=\"n\">NotebookApp<\/span><span class=\"p\">.<\/span><span class=\"n\">port_retries<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">0<\/span>\r\n\r\n<\/code><\/pre>\n<h1>Jupyter Notebook \u306e\u8d77\u52d5<\/h1>\n<p>Jupyter Notebook \u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>C:\\Users\\xxxx&gt;jupyter notebook\r\njupyter_http_over_ws extension initialized. Listening on \/http_over_websocket\r\n[I 09:33:03.054 NotebookApp] Serving notebooks from local directory: C:\/Users\/xxxx\/Documents\/Python\r\n[I 09:33:03.055 NotebookApp] The Jupyter Notebook is running at:\r\n[I 09:33:03.055 NotebookApp] http:\/\/localhost:8888\/?token=afd9b93664......................................\r\n[I 09:33:03.055 NotebookApp]  or http:\/\/127.0.0.1:8888\/?token=afd9b93664......................................\r\n[I 09:33:03.055 NotebookApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation).\r\n[C 09:33:03.396 NotebookApp]\r\n\r\n    To access the notebook, open this file in a browser:\r\n        file:\/\/\/C:\/User\/xxxx\/AppData\/Roaming\/jupyter\/runtime\/nbserver-3744-open.html\r\n    Or copy and paste one of these URLs:\r\n        http:\/\/localhost:8888\/?token=afd9b93664......................................\r\n     or http:\/\/127.0.0.1:8888\/?token=afd9b93664......................................\r\n<\/code><\/pre>\n<p>\u3053\u306e\u3068\u304d\u306b\u51fa\u529b\u3055\u308c\u308b\u300chttp:\/\/localhost:8888\/?token=afd9b93664&#8230;\u300d\u3092\u30b3\u30d4\u30fc\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<h1>Google Colab. \u306b\u63a5\u7d9a<\/h1>\n<p>\u30a6\u30a7\u30d6\u30d6\u30e9\u30a6\u30b6\uff08Chrome\uff09\u3067 Google Colab. \u306b\u30a2\u30af\u30bb\u30b9\uff06\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3001\u9069\u5f53\u306a\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d61ce37434c4406cfe56e\/24-0.png\" alt=\"fig1.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d61ce37434c4406cfe56e\/25-0.png\" alt=\"fig2.png\" \/><\/div>\n<p>\u30b9\u30c6\u30fc\u30bf\u30b9\u304c\u3001\u6b21\u306e\u3088\u3046\u306b \u63a5\u7d9a\u6e08\u307f\uff08\u30ed\u30fc\u30ab\u30eb\uff09 \u3068\u306a\u308c\u3070\u6210\u529f\u3067\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d61ce37434c4406cfe56e\/27-0.png\" alt=\"fig3.png\" \/><\/div>\n<p>\u3053\u308c\u3067\u300190\u5206\u30eb\u30fc\u30eb\u3084\u300112\u6642\u9593\u30eb\u30fc\u30eb\u306b\u7e1b\u3089\u308c\u305a\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u57fa\u672c\u7684\u306b\u306f\u3001\u3053\u3061\u3089\u306e\u516c\u5f0fHP\u306e\u8a2d\u5b9a\u624b\u9806\u306b\u6cbf\u3063\u305f\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u3002 Colaboratory \u3067\u306f\u3001Jupyter [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45943","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) - 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