{"id":141,"date":"2020-10-30T17:39:04","date_gmt":"2020-10-30T08:39:04","guid":{"rendered":"http:\/\/hituji1012.xsrv.jp\/?p=141"},"modified":"2026-08-01T13:57:30","modified_gmt":"2026-08-01T04:57:30","slug":"65","status":"publish","type":"post","link":"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/","title":{"rendered":"\u3010Python\u3011Google Colaboratory\u306e\u4f7f\u3044\u65b9"},"content":{"rendered":"\n<p>\u4e0b\u8a18\u30ea\u30f3\u30af\u306e\u8a18\u4e8b\u300cpython\u3092\u4f7f\u3048\u308b\u74b0\u5883\u306b\u3059\u308b\u300d\u3067\u306f\u3001python\u306e\u74b0\u5883\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u305f\u304c\u3001\u8a2d\u5b9a\u304c\u591a\u304f\u3059\u3050\u52c9\u5f37\u3057\u305f\u3044\u306e\u306b\u3067\u304d\u306a\u3044\uff01<\/p>\n<p>\u3063\u3068\u3084\u308b\u6c17\u304c\u4e00\u6c17\u306b\u5931\u308f\u308c\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"j9TlC9wU2f\"><p><a href=\"https:\/\/www.tetsumag.com\/2020\/10\/30\/64\/\">\u3010Python\u3011Anaconda\u306e\u958b\u767a\u74b0\u5883\u3092\u8a2d\u5b9a\u3057\u3088\u3046<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010Python\u3011Anaconda\u306e\u958b\u767a\u74b0\u5883\u3092\u8a2d\u5b9a\u3057\u3088\u3046&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2020\/10\/30\/64\/embed\/#?secret=dVxdYxqtN9#?secret=j9TlC9wU2f\" data-secret=\"j9TlC9wU2f\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u300cpython\u306e\u30b3\u30fc\u30c9\u3092\u3059\u3050\u8a66\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u521d\u5b66\u8005\u306e\u60a9\u307f\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/p>\n<p>\u74b0\u5883\u8a2d\u5b9a\u3082\u3068\u3066\u3082\u5927\u4e8b\u306a\u30b9\u30c6\u30c3\u30d7\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u5b66\u3073\u59cb\u3081\u306b\u306f\u9762\u5012\u3067\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001Google\u306fColaboratory\u3068\u3044\u3046\u3001\u7121\u6599\u3067\u63d0\u4f9b\u3055\u308c\u305fpython\u5b9f\u884c\u74b0\u5883\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n<p>Google \u00a0Drive\u3068\u9023\u643a\u3067\u304d\u305f\u308a\u3001<a href=\"https:\/\/ja.wikipedia.org\/wiki\/Graphics_Processing_Unit\" target=\"_blank\" rel=\"noopener noreferrer\">GPU\uff08\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30d7\u30ed\u30bb\u30c3\u30b7\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\uff09<\/a>\u304c\u4f7f\u3048\u305f\u308a\u3068\u4fbf\u5229\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306fColaboratory\u306e\u7d39\u4ecb\u3068\u4f7f\u3044\u65b9\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_38 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><label for=\"item\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;\"><svg style=\"fill: #444444;color:#444444\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #444444;color:#444444\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input type=\"checkbox\" id=\"item\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#Colaboratory%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" title=\"Colaboratory\u306b\u3064\u3044\u3066\">Colaboratory\u306b\u3064\u3044\u3066<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\" title=\"\u30e1\u30ea\u30c3\u30c8\">\u30e1\u30ea\u30c3\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#%E3%83%87%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\" title=\"\u30c7\u30e1\u30ea\u30c3\u30c8\">\u30c7\u30e1\u30ea\u30c3\u30c8<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#Colaboratory%E3%81%AE%E4%BD%BF%E3%81%84%E6%96%B9\" title=\"Colaboratory\u306e\u4f7f\u3044\u65b9\">Colaboratory\u306e\u4f7f\u3044\u65b9<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#%E3%83%AD%E3%82%B0%E3%82%A4%E3%83%B3%E7%94%BB%E9%9D%A2%E7%B4%B9%E4%BB%8B\" title=\"\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u7d39\u4ecb\">\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u7d39\u4ecb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#hello_world%E3%81%AE%E8%A1%A8%E7%A4%BA\" title=\"hello world\u306e\u8868\u793a\">hello world\u306e\u8868\u793a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#90%E5%88%86%E3%80%8112%E6%99%82%E9%96%93%E3%83%AB%E3%83%BC%E3%83%AB\" title=\"90\u5206\u300112\u6642\u9593\u30eb\u30fc\u30eb\">90\u5206\u300112\u6642\u9593\u30eb\u30fc\u30eb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#%E6%96%B0%E8%A6%8F%E3%83%8E%E3%83%BC%E3%83%88%E3%83%96%E3%83%83%E3%82%AF%E3%82%92%E4%BD%9C%E6%88%90%E3%81%97%E3%81%A6%E3%81%BF%E3%82%88%E3%81%86\" title=\"\u65b0\u898f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u3066\u307f\u3088\u3046\">\u65b0\u898f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u3066\u307f\u3088\u3046<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#%E3%83%8E%E3%83%BC%E3%83%88%E3%83%96%E3%83%83%E3%82%AF%E3%81%AE%E4%BF%9D%E5%AD%98%E5%85%88%E3%81%AFGoogleDrive\" title=\"\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4fdd\u5b58\u5148\u306fGoogleDrive\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4fdd\u5b58\u5148\u306fGoogleDrive<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#GPU%E3%82%92%E4%BD%BF%E3%81%88%E3%82%8B%E3%82%88%E3%81%86%E3%81%AB%E3%81%99%E3%82%8B\" title=\"GPU\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b\">GPU\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%82%92%E4%BD%BF%E3%81%86\" title=\"\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3046\">\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3046<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#Google_Drive%E3%81%A8%E9%80%A3%E6%90%BA%E3%81%99%E3%82%8B\" title=\"Google Drive\u3068\u9023\u643a\u3059\u308b\">Google Drive\u3068\u9023\u643a\u3059\u308b<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Colaboratory%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>Colaboratory\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Google\u304c\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3001Python\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5b9f\u884c\u3067\u304d\u308b<b>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af<\/b>\u304c\u4f7f\u3048\u308b\u7121\u6599\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<div>\n<div style=\"height: 15px;\"><span style=\"background: #91D8AC; padding: 10px 10px; border-radius: 10px; color: #ffffff; font-weight: bold; margin-left: 10px;\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af<\/span><\/div>\n<div style=\"padding: 30px 15px 10px; border-radius: 5px; border: 8px solid #91D8AC;\">\n<p>python\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u8868\u793a\u3059\u308b\u3082\u306e\u3002<br \/>\n<a href=\"https:\/\/jupyter.org\/\">jupyter notebook<\/a>\u3068\u540c\u3058\u3067\u3059<\/p>\n<\/div>\n<\/div>\n<p>\u4e00\u5b9a\u306e\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u304c\u3001AI\u3092\u5b66\u7fd2\u3055\u305b\u308b\u306e\u306b\u5fc5\u9808\u306eGPU\u306a\u3069\u304c\u4f7f\u3048\u307e\u3059\u3002<\/p>\n<p>GPU\u5358\u4f53\u3067\u8cfc\u5165\u3059\u308b\u3068\u6570\u4e07\u304b\u3089\u6570\u5341\u4e07\u3057\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u304c\u3001\u7121\u6599\u3067\u4f7f\u3048\u308b\u306e\u3067\u3059\u304b\u3089\u3001\u52c9\u5f37\u3057\u59cb\u3081\u306b\u306f\u3068\u3066\u3082\u3042\u308a\u304c\u305f\u3044\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<p>GPU\u306f<a href=\"https:\/\/www.nvidia.com\/ja-jp\/studio\/compare-gpus\/\" target=\"_blank\" rel=\"noopener noreferrer\">NVIDIA<\/a>\u304b\u3089\u8ca9\u58f2\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001GPU\u3092\u642d\u8f09\u3057\u305f\u30d1\u30bd\u30b3\u30f3\u30e1\u30fc\u30ab\u30fc\u304b\u3089\u8cfc\u5165\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\"><\/span>\u30e1\u30ea\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3053\u308c\u3092\u4f7f\u3046\u3044\u304f\u3064\u304b\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"st-square-checkbox st-square-checkbox-nobox\">\n<ul>\n<li>\u307b\u3068\u3093\u3069\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f<\/li>\n<li>\u3059\u3050\u4f7f\u3048\u308b\u74b0\u5883\u306a\u306e\u3067\u3001<a href=\"https:\/\/ja.wikipedia.org\/wiki\/\u30cf\u30f3\u30ba\u30aa\u30f3\" target=\"_blank\" rel=\"noopener noreferrer\">\u30cf\u30f3\u30ba\u30aa\u30f3<\/a>\u306b\u6d3b\u7528\u3067\u304d\u308b<\/li>\n<li>GPU\u304c\u4f7f\u3048\u3001AI\u306e\u5b66\u7fd2\u304c\u3067\u304d\u308b<\/li>\n<li>Google Drive\u3068\u306e\u9023\u643a\u3067\u5927\u5bb9\u91cf\u306e\u30c7\u30fc\u30bf\u3082\u4f7f\u3048\u308b<\/li>\n<\/ul>\n<\/div>\n<p>\u305f\u3044\u3066\u3044\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u30cf\u30f3\u30ba\u30aa\u30f3\u3068\u304b\u3067\u7686\u3068<strong>\u540c\u3058\u74b0\u5883<\/strong>\u3067\u3059\u3050\u59cb\u3081\u308c\u307e\u3059\u3057\u3001\u305d\u308c\u304c<strong>AI<\/strong>\u306e\u30cf\u30f3\u30ba\u30aa\u30f3\u3067\u3082\u3059\u3050\u53d6\u308a\u639b\u304b\u308c\u308b\u308f\u3051\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Google Drive\u306b\u30c7\u30fc\u30bf\u4fdd\u5b58\u3057\u3066\u304a\u3051\u3070\u3001\u9023\u643a\u3057\u3066\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3082\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%87%E3%83%A1%E3%83%AA%E3%83%83%E3%83%88\"><\/span>\u30c7\u30e1\u30ea\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30e1\u30ea\u30c3\u30c8\u306e\u65b9\u304c\u65ad\u7136\u5927\u304d\u3044\u3067\u3059\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"st-square-checkbox st-square-checkbox-nobox\">\n<ul>\n<li>\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u5e38\u306b\u6700\u65b0<\/li>\n<li>90\u5206\u300112\u6642\u9593\u30eb\u30fc\u30eb\u3068\u547c\u3070\u308c\u308b\u5f37\u5236\u505c\u6b62\u6642\u9593\u304c\u3042\u308b<\/li>\n<li>\u305f\u307e\u306bGPU\u304c\u4f7f\u3048\u306a\u3044\u6642\u304c\u3042\u308a\u3001\u4f7f\u3044\u305f\u3044\u3068\u304d\u306b\u4f7f\u3048\u306a\u3044<\/li>\n<li>Colaboratory\u306b\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306f\u81ea\u52d5\u3067\u524a\u9664<\/li>\n<\/ul>\n<\/div>\n<p>\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u5e38\u306b\u6700\u65b0\u3060\u3068\u3001\u6614\u52d5\u304b\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u52d5\u304b\u306a\u304f\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001AI\u306b\u6570\u65e5\u5b66\u7fd2\u3055\u305b\u305f\u3044\u3068\u3057\u3066\u3082\u3001\u5236\u9650\u6642\u9593\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u9023\u7d9a\u3067\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u305a\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Colaboratory%E3%81%AE%E4%BD%BF%E3%81%84%E6%96%B9\"><\/span>Colaboratory\u306e\u4f7f\u3044\u65b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3067\u306f\u3001\u3055\u3063\u305d\u304f\u4f7f\u3063\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u4e0d\u8981\u3067\u3001\u4e0b\u8a18\u30ea\u30f3\u30af\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\n<p>\u4e8b\u524d\u306bGoogle\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u4f5c\u3063\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><a href=\"https:\/\/colab.research.google.com\/notebooks\/intro.ipynb#recent=true\">https:\/\/colab.research.google.com\/notebooks\/intro.ipynb#recent=true<\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%AD%E3%82%B0%E3%82%A4%E3%83%B3%E7%94%BB%E9%9D%A2%E7%B4%B9%E4%BB%8B\"><\/span>\u30ed\u30b0\u30a4\u30f3\u753b\u9762\u7d39\u4ecb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30ed\u30b0\u30a4\u30f3\u3057\u3066\u3044\u306a\u3044\u65b9\u306f\u4e0b\u8a18\u753b\u9762\u304c\u51fa\u307e\u3059\u3002<\/p>\n<p>\u53f3\u4e0a\u304b\u3089\u30ed\u30b0\u30a4\u30f3\u3092\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-282\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab1.png\" alt=\"\" width=\"2870\" height=\"720\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1.png 2870w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1-600x151.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1-300x75.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1-1024x257.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1-768x193.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1-1536x385.png 1536w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1-2048x514.png 2048w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab1-940x236.png 940w\" sizes=\"(max-width: 2870px) 100vw, 2870px\" \/><\/p>\n<p>\u30ed\u30b0\u30a4\u30f3\u304c\u7d42\u308f\u308b\u3068\u6b21\u306e\u753b\u9762\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u300cUntitled0.ipynb\u300d\u3068\u3044\u3046\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-283\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab1_2.png\" alt=\"\" width=\"1788\" height=\"724\" \/><\/p>\n<p>\u300c\u30bb\u30eb\u300d\u306b\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3057\u3001\u30bb\u30eb\u306e\u524a\u9664\u306a\u3069\u306f\u300c\u30bb\u30eb\u64cd\u4f5c\u300d\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n<p>\u5468\u308a\u306e\u300c\u30e1\u30cb\u30e5\u30fc\u30d0\u30fc\u300d\u3084\u300c\u30b5\u30a4\u30c9\u30d0\u30fc\u300d\u306f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u6271\u3046\u4e0a\u3067\u306e\u30e1\u30cb\u30e5\u30fc\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u9032\u3081\u306a\u304c\u3089\u4f7f\u3046\u3082\u306e\u3092\u8aac\u660e\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"hello_world%E3%81%AE%E8%A1%A8%E7%A4%BA\"><\/span>hello world\u306e\u8868\u793a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u3055\u3063\u305d\u304fpython\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u6700\u521d\u306f\u5b9a\u756a\u306e\u6587\u5b57\uff08hello world!\uff09\u3092\u8868\u793a\u3059\u308b\u3060\u3051\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u52d5\u304b\u3057\u307e\u3059\u3002<\/p>\n<p>\u300c\u30bb\u30eb\u300d\u306b\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/docs.python.org\/ja\/3.8\/tutorial\/inputoutput.html\" target=\"_blank\" rel=\"noopener noreferrer\">print<\/a>\u95a2\u6570\u3092\u4f7f\u3063\u3066\u3001print(&#8220;<strong>\u8868\u793a\u3057\u305f\u3044\u5185\u5bb9<\/strong>&#8220;)\u3067\u6587\u5b57\u3092\u8868\u793a\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"lang:python decode:true\">print(\"hello world!\")<\/pre>\n<p>\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u300cShift\u300d\uff0b\u300c\u30a8\u30f3\u30bf\u30fc\u300d\u3067\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3059\u308b\u3068\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u30bb\u30eb\u306e\u4e0b\u306b<strong>hello world!<\/strong>\u3068\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-286\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab4.png\" alt=\"\" width=\"600\" height=\"179\" \/><\/p>\n<p>\u4eca\u306f\u30011\u3064\u306e\u30bb\u30eb\u3060\u3051\u3092\u5b9f\u884c\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3059\u3079\u3066\u306e\u30bb\u30eb\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u3001\u30e1\u30cb\u30e5\u30fc\u306e\u300c\u30e9\u30f3\u30bf\u30a4\u30e0\u300d\u304b\u3089\u9069\u5207\u306a\u3082\u306e\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u30aa\u30ec\u30f3\u30b8\u8272\u306e\u7b87\u6240\u306f\u8907\u6570\u30bb\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-290\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab4_2.png\" alt=\"\" width=\"500\" height=\"450\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab4_2.png 1244w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab4_2-600x540.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab4_2-300x270.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab4_2-1024x922.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab4_2-768x691.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab4_2-940x846.png 940w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u9752\u8272\u306e\u7b87\u6240\u306f<strong>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u521d\u671f\u5316<\/strong>\u306e\u7b87\u6240\u3067\u3059\u304c\u3001\u300c\u518d\u8d77\u52d5\u3057\u3066\u304b\u3089\u3059\u3079\u3066\u306e\u30bb\u30eb\u3092\u5b9f\u884c\u300d\u306f\u521d\u671f\u5316\u3057\u3066\u304b\u3089\u5168\u3066\u306e\u30bb\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n<div>\n<div style=\"height: 15px;\"><span style=\"background: #91D8AC; padding: 10px 10px; border-radius: 10px; color: #ffffff; font-weight: bold; margin-left: 10px;\">\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u521d\u671f\u5316<\/span><\/div>\n<div style=\"padding: 30px 15px 10px; border-radius: 5px; border: 8px solid #91D8AC;\">\n<p>\u30b3\u30fc\u30c9\u306f\u5b9f\u884c\u3059\u308b\u3068\u51e6\u7406\u3057\u305f\u6642\u306e\u7d50\u679c\u3092\u5909\u6570\u306b\u4fdd\u6301\u3057\u307e\u3059\u304c\u3001\u305d\u308c\u3092\u521d\u671f\u5316\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"90%E5%88%86%E3%80%8112%E6%99%82%E9%96%93%E3%83%AB%E3%83%BC%E3%83%AB\"><\/span>90\u5206\u300112\u6642\u9593\u30eb\u30fc\u30eb<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5b9f\u884c\u524d\u3067\u306f\u53f3\u4e0a\u306e\u65b9\u304c\u300c\u63a5\u7d9a\u300d\u3068\u306a\u3063\u3066\u3044\u3066\u3001\u5b9f\u884c\u3059\u308b\u3068\u300cRAM\u300d\uff0b\u300c\u30c7\u30a3\u30b9\u30af\u300d\u3068\u5207\u308a\u66ff\u308f\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-287\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab4_1.png\" alt=\"\" width=\"200\" height=\"106\" \/><\/p>\n<p>\u3053\u308c\u306f\u3001python\u30b3\u30fc\u30c9\u3092\u51e6\u7406\u3059\u308b\u30d1\u30bd\u30b3\u30f3\uff08\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\uff09\u306b\u3064\u306a\u304c\u3063\u305f\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u3053\u3053\u304c\u81ea\u52d5\u3067\u63a5\u7d9a\u3055\u308c\u305f\u308a\u3001\u6642\u9593\u304c\u305f\u3064\u3068\u672a\u63a5\u7d9a\u306b\u306a\u3063\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u3053\u304c\u30c7\u30e1\u30ea\u30c3\u30c8\u306e\u300c90\u5206\u300112\u6642\u9593\u30eb\u30fc\u30eb\u300d\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002<\/p>\n<p>\u7c21\u5358\u306b\u8aac\u660e\u3059\u308b\u3068<\/p>\n<ul>\n<li><strong>\uff11\uff12\u6642\u9593\uff1a\u4f7f\u3044\u59cb\u3081\u304b\u3089\uff11\uff12\u6642\u9593<\/strong><\/li>\n<li><strong>\uff19\uff10\u5206\uff1a\u4f7f\u3046\u306e\u3084\u3081\u3066\u304b\u3089\uff19\uff10\u5206<\/strong><\/li>\n<\/ul>\n<p>\u6642\u9593\u304c\u7d4c\u3064\u3068\u3053\u3093\u306a\u611f\u3058\u3067\u5207\u65ad\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-298\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab5.png\" alt=\"\" width=\"300\" height=\"106\" \/><\/p>\n<p>\u30e9\u30f3\u30bf\u30a4\u30e0\u306f\u30e1\u30cb\u30e5\u30fc\u306e\u9805\u76ee\u306b\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306epython\u30b3\u30fc\u30c9\u304c\u5b9f\u884c\u3055\u308c\u3066\u3044\u308b\u72b6\u614b\u3067\u3059\u3002<\/p>\n<p>\u305d\u308c\u304c\u5207\u65ad\u3055\u308c\u3066\u5b9f\u884c\u3055\u308c\u3066\u306a\u3044\u72b6\u614b\u306b\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E6%96%B0%E8%A6%8F%E3%83%8E%E3%83%BC%E3%83%88%E3%83%96%E3%83%83%E3%82%AF%E3%82%92%E4%BD%9C%E6%88%90%E3%81%97%E3%81%A6%E3%81%BF%E3%82%88%E3%81%86\"><\/span>\u65b0\u898f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f5c\u6210\u3057\u3066\u307f\u3088\u3046<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30ed\u30b0\u30a4\u30f3\u3059\u308b\u3068\u3059\u3067\u306b\u300cUntitled0.ipynb\u300d\u304c\u4f5c\u6210\u3055\u308c\u3066\u3044\u3066\u3001\u305d\u308c\u3092\u4f7f\u3063\u3066hello world!\u3092\u8868\u793a\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306enotebook\u3067\u306f\u306a\u304f\u3001\u65b0\u3057\u3044\u3082\u306e\u3092\u4f5c\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u30e1\u30cb\u30e5\u30fc\u306e\u300c\u30d5\u30a1\u30a4\u30eb\u300d\u304b\u3089\u300c\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u65b0\u898f\u4f5c\u6210\u300d\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-300\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab7.png\" alt=\"\" width=\"400\" height=\"370\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7.png 894w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7-600x554.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7-300x277.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7-768x710.png 768w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/p>\n<p>\u65b0\u3057\u304f\u3001Untitled1.ipynb\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30d5\u30a1\u30a4\u30eb\u540d\u304c\u3053\u308c\u3067\u306f\u308f\u304b\u308a\u306b\u304f\u3044\u306e\u3067\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u3001\u30d5\u30a1\u30a4\u30eb\u540d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u5909\u66f4\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-301\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab7_1.png\" alt=\"\" width=\"400\" height=\"212\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7_1.png 1124w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7_1-600x318.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7_1-300x159.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7_1-1024x543.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7_1-768x407.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab7_1-940x498.png 940w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%8E%E3%83%BC%E3%83%88%E3%83%96%E3%83%83%E3%82%AF%E3%81%AE%E4%BF%9D%E5%AD%98%E5%85%88%E3%81%AFGoogleDrive\"><\/span>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u4fdd\u5b58\u5148\u306fGoogleDrive<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u4e0b\u8a18\u30ea\u30f3\u30af\u306eGoogleDrive\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/drive.google.com\/drive\">https:\/\/drive.google.com\/drive<\/a><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-302\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab8.png\" alt=\"\" width=\"500\" height=\"306\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8.png 1450w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8-600x367.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8-300x183.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8-1024x626.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8-768x469.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8-940x574.png 940w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3053\u3053\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304b\u3089Google Colaboratory\u3092\u958b\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-303\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab8_1.png\" alt=\"\" width=\"600\" height=\"308\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1.png 2400w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1-600x308.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1-300x154.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1-1024x525.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1-768x394.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1-1536x787.png 1536w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1-2048x1050.png 2048w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab8_1-940x482.png 940w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"GPU%E3%82%92%E4%BD%BF%E3%81%88%E3%82%8B%E3%82%88%E3%81%86%E3%81%AB%E3%81%99%E3%82%8B\"><\/span>GPU\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u3092\u4f7f\u3063\u3066\u3001\u81ea\u5206\u306e\u62b1\u3048\u3066\u3044\u308b\u554f\u984c\u3092\u89e3\u6c7a\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u81ea\u5206\u306e\u624b\u5143\u306b\u3042\u308b\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066AI\u3092\u5b66\u7fd2\u3057\u305f\u3044\uff01\u3063\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u6642\u3001GPU\u304c\u306a\u3051\u308c\u3070\u3001\u6570\u9031\u9593\u3001\u6570\u30f6\u6708\u5f85\u3061\u7d9a\u3051\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u3057\u304b\u3082\u5b66\u7fd2\u3059\u308b\u6642\u306b\u306f\u3088\u308a\u8ce2\u304f\u3057\u305f\u3044\u306e\u3067\u3001\u6761\u4ef6\u3092\u8272\u3005\u8a66\u3059\u306e\u3067\u3001\u4f55\u56de\u3082\u5b66\u7fd2\u3055\u305b\u307e\u3059\u3002<\/p>\n<p>\u305d\u3093\u306a\u6642\u306b\u306fGPU\u304c\u5fc5\u9808\u3067\u3059\u304c\u3001GPU\u642d\u8f09\u3057\u305f\u30d1\u30bd\u30b3\u30f3\u306f\u6570\u5341\u4e07\u301c\u6570\u767e\u4e07\u3068\u306a\u304b\u306a\u304b\u6700\u521d\u306f\u624b\u3092\u51fa\u305b\u307e\u305b\u3093\u3002<\/p>\n<p>Colaboratory\u3067\u306f\u7c21\u5358\u306bGPU\u304c\u4f7f\u3048\u308b\u72b6\u614b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30e1\u30cb\u30e5\u30fc\u306e\u300c\u7de8\u96c6\u300d\u304b\u3089\u300c\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u8a2d\u5b9a\u300d\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-304\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab9_1.png\" alt=\"\" width=\"500\" height=\"564\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_1.png 966w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_1-600x677.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_1-266x300.png 266w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_1-908x1024.png 908w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_1-768x867.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_1-940x1061.png 940w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 \u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u3092GPU\u306b\u5909\u66f4\u3057\u3066\u4fdd\u5b58\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-305\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab9_2.png\" alt=\"\" width=\"400\" height=\"257\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_2.png 964w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_2-600x386.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_2-300x193.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_2-768x494.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_2-940x605.png 940w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><\/p>\n<p>\u3053\u308c\u3067\u3001GPU\u304c\u4f7f\u3048\u307e\u3059\u3002<\/p>\n<p>\u4f7f\u3048\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u4e0b\u8a18\u30b3\u30fc\u30c9\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<pre class=\"lang:python decode:true \">import torch \r\ntorch.cuda.get_device_name(0)<\/pre>\n<p>Tesla T4\u3068\u3044\u3046GPU\u3092\u4f7f\u3063\u3066\u3044\u308b\u3068\u51fa\u529b\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u91d1\u984d\u3092\u8abf\u3079\u308b\u3068\u6570\u5341\u4e07\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002\u305d\u308c\u304c\u7121\u6599\u3067\u4f7f\u3048\u308b\u306e\u3067\u3059\uff01<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-306\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab9_3.png\" alt=\"\" width=\"300\" height=\"97\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_3.png 670w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_3-600x193.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab9_3-300x97.png 300w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E3%83%95%E3%82%A1%E3%82%A4%E3%83%AB%E3%82%92%E4%BD%BF%E3%81%86\"><\/span>\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3046<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306fCSV\u306a\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3046\u3053\u3068\u3082\u3042\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u305d\u3093\u306a\u6642\u306f\u3001\u30b5\u30a4\u30c9\u30d0\u30fc\u306e\u300c\u30d5\u30a9\u30eb\u30c0\u30de\u30fc\u30af\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u30c9\u30e9\u30c3\u30b0\uff06\u30c9\u30ed\u30c3\u30d7\u82e5\u3057\u304f\u306f\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-308\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab10_1.png\" alt=\"\" width=\"500\" height=\"392\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_1.png 1190w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_1-600x471.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_1-300x235.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_1-1024x804.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_1-768x603.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_1-940x738.png 940w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3092\u4e0b\u8a18\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u51fa\u307e\u3059\u3002\u3057\u3070\u3089\u304f\u3059\u308b\u3068\u30d5\u30a1\u30a4\u30eb\u304c\u524a\u9664\u3055\u308c\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-309\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab10_2.png\" alt=\"\" width=\"486\" height=\"136\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_2.png 1090w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_2-600x168.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_2-300x84.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_2-1024x287.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_2-768x216.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab10_2-940x264.png 940w\" sizes=\"(max-width: 486px) 100vw, 486px\" \/><\/p>\n<p>\u30d5\u30a1\u30a4\u30eb\u540d\u300chello.txt\u300d\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u3068\u3057\u3066\u3001<a href=\"https:\/\/docs.python.org\/ja\/3\/library\/functions.html#open\" target=\"_blank\" rel=\"noopener noreferrer\">open<\/a>\u95a2\u6570\u3092\u4f7f\u3063\u3066\u3001\u8a66\u3057\u306b\u8aad\u307f\u3053\u3093\u3067\u307f\u307e\u3059\u3002<\/p>\n<pre class=\"lang:python decode:true \">with open('hello.txt') as f:\r\n  print(f.read())<\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-311\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab11_1.png\" alt=\"\" width=\"500\" height=\"244\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab11_1.png 1368w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab11_1-600x293.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab11_1-300x146.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab11_1-1024x500.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab11_1-768x375.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab11_1-940x459.png 940w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u306b\u300cHello world!\u300d\u3068\u30c7\u30fc\u30bf\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u308c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Google_Drive%E3%81%A8%E9%80%A3%E6%90%BA%E3%81%99%E3%82%8B\"><\/span>Google Drive\u3068\u9023\u643a\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5148\u307b\u3069\u306e\u65b9\u6cd5\u3060\u3068\u3001\u30d5\u30a1\u30a4\u30eb\u304c\u524a\u9664\u3055\u308c\u3066\u3057\u307e\u3046\u306e\u3067\u3001Google Drive\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3046\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Google Drive\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><a href=\"https:\/\/drive.google.com\/drive\">https:\/\/drive.google.com\/drive<\/a><\/p>\n<p>\u3069\u3053\u3067\u3082\u826f\u3044\u3067\u3059\u304c\u3001\u30de\u30a4\u30c9\u30e9\u30a4\u30d6\u306b\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-312\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab12_1.png\" alt=\"\" width=\"493\" height=\"308\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_1.png 1444w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_1-600x376.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_1-300x188.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_1-1024x641.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_1-768x481.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_1-940x588.png 940w\" sizes=\"(max-width: 493px) 100vw, 493px\" \/><\/p>\n<p>\u30b5\u30a4\u30c9\u30d0\u30fc\u306e\u300c\u30d5\u30a9\u30eb\u30c0\u30de\u30fc\u30af\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u6b21\u306b\u3001\u300cGoogleDrive\u30de\u30fc\u30af\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-313\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab12_2.png\" alt=\"\" width=\"600\" height=\"365\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_2.png 1888w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_2-600x365.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_2-300x182.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_2-1024x623.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_2-768x467.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_2-1536x934.png 1536w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_2-940x572.png 940w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/p>\n<p>\u305d\u3046\u3059\u308b\u3068\u3001\u8a31\u53ef\u3057\u307e\u3059\u304b\uff1f\u3068\u8a00\u308f\u308c\u308b\u306e\u3067\u3001\u300cGOOGLE\u30c9\u30e9\u30a4\u30d6\u306b\u63a5\u7d9a\u300d\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-314\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab12_3.png\" alt=\"\" width=\"473\" height=\"111\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_3.png 1728w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_3-600x141.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_3-300x70.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_3-1024x241.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_3-768x180.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_3-1536x361.png 1536w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_3-940x221.png 940w\" sizes=\"(max-width: 473px) 100vw, 473px\" \/><\/p>\n<p>\u3057\u3070\u3089\u304f\u3059\u308b\u3068\u300cdrive\u300d\u30d5\u30a9\u30eb\u30c0\u304c\u73fe\u308c\u307e\u3059\u3002My Drive\u30d5\u30a9\u30eb\u30c0\u3092\u958b\u304f\u3068\u3001\u5148\u307b\u3069\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-315\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab12_4.png\" alt=\"\" width=\"300\" height=\"594\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_4.png 678w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_4-600x1188.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_4-152x300.png 152w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_4-517x1024.png 517w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>python\u30b3\u30fc\u30c9\u3067\u5b9f\u884c\u3059\u308b\u306b\u306f\u3001\u30d5\u30a1\u30a4\u30eb\u307e\u3067\u306e\u30d1\u30b9\u304c\u5fc5\u8981\u306a\u306e\u3067\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u30d1\u30b9\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-316\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab12_5.png\" alt=\"\" width=\"500\" height=\"218\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_5.png 1076w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_5-600x262.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_5-300x131.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_5-1024x447.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_5-768x335.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_5-940x411.png 940w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>\u3042\u3068\u306f\u3001\u5148\u307b\u3069\u306e\u30b3\u30fc\u30c9\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u52d5\u304b\u3059\u3068\u3001Google Drive\u306e\u30d5\u30a1\u30a4\u30eb\u304c\u8aad\u307f\u8fbc\u3081\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-317\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2020\/08\/colab12_6.png\" alt=\"\" width=\"500\" height=\"149\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_6.png 1144w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_6-600x178.png 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_6-300x89.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_6-1024x304.png 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_6-768x228.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2020\/08\/colab12_6-940x279.png 940w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>GPU\u306e\u8a2d\u5b9a\u3084Google Drive\u306e\u8a2d\u5b9a\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u4f7f\u3046\u3060\u3051\u3067\u3042\u308c\u3070\u3001Colaboratory\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3060\u3051\u3067\u7c21\u5358\u306b\u4f7f\u3048\u307e\u3059\u3002<\/p>\n<p>\u52c9\u5f37\u4f1a\u306a\u3069\u3067\u306f\u3059\u3054\u304f\u5f79\u306b\u7acb\u3064\u30c4\u30fc\u30eb\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n<p>python\u3092\u4f7f\u3048\u308b\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u306e\u306f\u5927\u5909\u3067\u3059\u304c\u3001Colaboratory\u3092\u4f7f\u3048\u3070\u3001\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u306a\u304f\u3059\u3050\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0b\u8a18\u30ea\u30f3\u30af\u306e\u8a18\u4e8b\u300cpython\u3092\u4f7f\u3048\u308b\u74b0\u5883\u306b\u3059\u308b\u300d\u3067\u306f\u3001python\u306e\u74b0\u5883\u8a2d\u5b9a\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u305f\u304c\u3001\u8a2d\u5b9a\u304c\u591a\u304f\u3059\u3050\u52c9\u5f37\u3057\u305f\u3044\u306e\u306b\u3067\u304d\u306a\u3044\uff01 \u3063\u3068\u3084\u308b\u6c17\u304c\u4e00\u6c17\u306b\u5931\u308f\u308c\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002 \u3010Python\u3011Anaconda\u306e\u958b &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/tetsumag.com\/blog\/2020\/10\/30\/65\/\"> <span class=\"screen-reader-text\">\u3010Python\u3011Google Colaboratory\u306e\u4f7f\u3044\u65b9<\/span> \u3082\u3063\u3068\u8aad\u3080 &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":3894,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","_themeisle_gutenberg_block_has_review":false},"categories":[127],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/141"}],"collection":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/comments?post=141"}],"version-history":[{"count":1,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/141\/revisions"}],"predecessor-version":[{"id":14220,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/141\/revisions\/14220"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media\/3894"}],"wp:attachment":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media?parent=141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/categories?post=141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/tags?post=141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}