{"id":46626,"date":"2023-09-07T08:44:47","date_gmt":"2024-03-01T02:42:20","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46626-2\/"},"modified":"2024-04-30T21:50:28","modified_gmt":"2024-04-30T13:50:28","slug":"46626-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46626-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067IBM Cloud\u4e0a\u306e\u4eee\u60f3GPU\u30b5\u30fc\u30d0\u30fc\u3092Docker\u30b3\u30f3\u30c6\u30ca\u3067\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u3053\u306e\u74b0\u5883\u3092Google Colaboratory\u306e\u30ed\u30fc\u30ab\u30eb\u30e9\u30f3\u30bf\u30a4\u30e0\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002Google Colaboratory\u304c\u63d0\u4f9b\u3059\u308b\u30db\u30b9\u30c8\u578b\u30e9\u30f3\u30bf\u30a4\u30e0\u306f12\u6642\u9593\u306e\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30ed\u30fc\u30ab\u30eb\u30e9\u30f3\u30bf\u30a4\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3068\u7121\u5236\u9650\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h1>1. NVIDIA Container Toolkit\u74b0\u5883\u306e\u69cb\u7bc9<\/h1>\n<p>\u3053\u3061\u3089\u306b\u5f93\u3063\u3066NVIDIA Container Toolkit\u306e\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n<h1>2. Jupyter Notebook\u306e\u8d77\u52d5<\/h1>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067Docker\u30b3\u30f3\u30c6\u30ca\u4e0a\u3067Jupyter Notebook\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"gp\">$<\/span> docker run <span class=\"nt\">-it<\/span> <span class=\"nt\">--gpus<\/span> all <span class=\"nt\">-p<\/span> 8888:8888 tensorflow\/tensorflow:latest-gpu-jupyter <span class=\"se\">\\<\/span>\r\njupyter notebook <span class=\"nt\">--ip<\/span> 0.0.0.0 <span class=\"nt\">--no-browser<\/span> <span class=\"nt\">--allow-root<\/span> <span class=\"nt\">--NotebookApp<\/span>.allow_origin<span class=\"o\">=<\/span><span class=\"s1\">'https:\/\/colab.research.google.com'<\/span>\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306bJupter Notebook\u306e\u63a5\u7d9a\u5148\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">http:\/\/10313cb03051:8888\/?token=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx\r\n<\/span><\/code><\/pre>\n<h1>3. \u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u69cb\u6210<\/h1>\n<p>\u30ed\u30fc\u30ab\u30eb\u306ePC\u3067\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u69cb\u6210\u3092\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>ssh schiyoda@169.62.141.xxx -L 8888:localhost:8888 -N\r\n<\/code><\/pre>\n<h1>4. Google Colaboratory\u304b\u3089\u63a5\u7d9a<\/h1>\n<p>Google Colaboratory\u3067\u300c\u30ed\u30fc\u30ab\u30eb\u30e9\u30f3\u30bf\u30a4\u30e0\u306b\u63a5\u7d9a\u300d\u3092\u9078\u629e\u3057\u3001\u30d0\u30c3\u30af\u30a8\u30f3\u30c9URL\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d659337434c4406d075d8\/13-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u63a5\u7d9a\u304c\u3067\u304d\u308b\u3068\u3001nvidia-smi \u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u69cb\u6210\u304c\u898b\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d659337434c4406d075d8\/15-0.png\" alt=\"image.png\" \/><\/div>\n<h2>\u53c2\u8003<\/h2>\n<p>\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u8d77\u52d5\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067Docker\u3084Jupyter Notebook\u306e\u8d77\u52d5\u6642\u306e\u8a2d\u5b9a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">docker run -it --gpus all -p 8080:8080 -v ~\/workspace:\/tf tensorflow\/tensorflow:latest-gpu-jupyter \\\r\njupyter notebook --ip 0.0.0.0 --port 8080 --no-browser --allow-root --NotebookApp.allow_origin='https:\/\/colab.research.google.com'\r\n<\/span><\/code><\/pre>\n<p>-p : Docker\u306e\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c9\u306e\u8a2d\u5b9a<br \/>\n-v : \u30db\u30b9\u30c8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u30b3\u30f3\u30c6\u30ca\u4e0a\u306b\u30de\u30a6\u30f3\u30c8<br \/>\n&#8211;port: Jupter Notebook\u306e\u8d77\u52d5\u30dd\u30fc\u30c8<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3061\u3089\u306e\u8a18\u4e8b\u3067IBM Cloud\u4e0a\u306e\u4eee\u60f3GPU\u30b5\u30fc\u30d0\u30fc\u3092Docker\u30b3\u30f3\u30c6\u30ca\u3067\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002\u4eca\u56de [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46626","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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