{"id":8840,"date":"2025-10-10T00:05:35","date_gmt":"2025-10-10T00:05:35","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=8840"},"modified":"2025-10-10T00:05:35","modified_gmt":"2025-10-10T00:05:35","slug":"colab%e3%80%81colab-pro%e3%80%81colab-enterprise%e3%82%92%e6%af%94%e8%bc%83%e3%81%97%e3%81%a6%e8%a7%a3%e8%aa%ac-g-gen-tech-blog","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/8840\/","title":{"rendered":"Colab\u3001Colab Pro+\u3001Colab Enterprise\u3092\u6bd4\u8f03\u3057\u3066\u89e3\u8aac &#8211; G-gen Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>G-gen\u306e\u6749\u6751\u3067\u3059\u3002Google Colaboratory\u3001\u7565\u79f0 <strong>Colab<\/strong> \u306f\u3001Google \u304c\u63d0\u4f9b\u3059\u308b Jupyter \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30d9\u30fc\u30b9\u306e\u958b\u767a\u74b0\u5883\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002Colab \u306b\u306f\u7121\u6599\u7248\u3001\u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u3067\u3042\u308b Colab Pro \u3068 Pro+\u3001\u305d\u3057\u3066\u4f01\u696d\u7b49\u306e\u7d44\u7e54\u5411\u3051\u306e Colab Enterprise \u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u9055\u3044\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251003\/20251003084042.png\" width=\"960\" height=\"540\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>Google Colaboratory\uff08\u4ee5\u4e0b\u3001<strong>Colab<\/strong>\uff09\u306f\u3001Web \u30d6\u30e9\u30a6\u30b6\u304b\u3089\u76f4\u63a5 Python \u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3067\u304d\u308b\u3001Jupyter \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30d9\u30fc\u30b9\u306e\u958b\u767a\u74b0\u5883\u3067\u3059\u3002\u74b0\u5883\u69cb\u7bc9\u304c\u4e0d\u8981\u3067\u3001GPU \u3084 TPU \u3068\u3044\u3063\u305f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30bf\u3082\u5229\u7528\u3067\u304d\u308b\u624b\u8efd\u3055\u304b\u3089\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b66\u7fd2\u30fb\u7814\u7a76\u76ee\u7684\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Colab \u306b\u306f\u3001\u7121\u6599\u30d7\u30e9\u30f3\u3001\u5f93\u91cf\u8ab2\u91d1\uff08Pay As You Go\uff09\u30d7\u30e9\u30f3\u3001Colab Pro\u3001Colab Pro+\u3001\u305d\u3057\u3066 Google Cloud \u306e\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u308b\u4f01\u696d\u5411\u3051\u306e Colab Enterprise \u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u306e\u9055\u3044\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th style=\"text-align:left;\"> \u7279\u5fb4 <\/th>\n<th style=\"text-align:left;\"> Colab \u7121\u6599\u7248 <\/th>\n<th style=\"text-align:left;\"> Colab \u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3 <\/th>\n<th style=\"text-align:left;\"> Colab Pro \/ Pro+ <\/th>\n<th style=\"text-align:left;\"> Colab Enterprise <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align:left;\"> <strong>\u4e3b\u306a\u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc<\/strong> <\/td>\n<td style=\"text-align:left;\"> \u500b\u4eba\u3001\u5b66\u7fd2\u8005 <\/td>\n<td style=\"text-align:left;\"> \u500b\u4eba\u3001\u7814\u7a76\u8005 <\/td>\n<td style=\"text-align:left;\"> \u500b\u4eba\u3001\u7814\u7a76\u8005 <\/td>\n<td style=\"text-align:left;\"> \u4f01\u696d\u3001\u7d44\u7e54 <\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left;\"> <strong>\u63d0\u4f9b\u5f62\u614b<\/strong> <\/td>\n<td style=\"text-align:left;\"> Google \u30b5\u30fc\u30d3\u30b9 <\/td>\n<td style=\"text-align:left;\"> Google \u30b5\u30fc\u30d3\u30b9 <\/td>\n<td style=\"text-align:left;\"> Google \u30b5\u30fc\u30d3\u30b9 <\/td>\n<td style=\"text-align:left;\"> Google Cloud \u30b5\u30fc\u30d3\u30b9 <\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left;\"> <strong>\u8ab2\u91d1\u4f53\u7cfb<\/strong> <\/td>\n<td style=\"text-align:left;\"> \u7121\u6599 <\/td>\n<td style=\"text-align:left;\"> \u5f93\u91cf\u8ab2\u91d1 <\/td>\n<td style=\"text-align:left;\"> \u6708\u984d\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 <\/td>\n<td style=\"text-align:left;\"> \u5f93\u91cf\u8ab2\u91d1 (Google Cloud \u306e\u8acb\u6c42\u5148\u30a2\u30ab\u30a6\u30f3\u30c8) <\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left;\"> <strong>\u30ea\u30bd\u30fc\u30b9<\/strong> <\/td>\n<td style=\"text-align:left;\"> \u5236\u9650\u3042\u308a<\/td>\n<td style=\"text-align:left;\"> \u4f7f\u7528\u5206\u3060\u3051\u652f\u6255 <\/td>\n<td style=\"text-align:left;\"> \u5b9a\u91cf\u304c\u5272\u5f53 <\/td>\n<td style=\"text-align:left;\"> \u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3067\u67d4\u8edf\u306b\u69cb\u6210 <\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left;\"> <strong>\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c<\/strong> <\/td>\n<td style=\"text-align:left;\"> \u306a\u3057 <\/td>\n<td style=\"text-align:left;\"> \u306a\u3057 <\/td>\n<td style=\"text-align:left;\"> Pro+ \u306e\u307f\u53ef\u80fd (\u6700\u592724\u6642\u9593) <\/td>\n<td style=\"text-align:left;\"> \u53ef\u80fd <\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left;\"> <strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u7ba1\u7406<\/strong> <\/td>\n<td style=\"text-align:left;\"> Google \u30a2\u30ab\u30a6\u30f3\u30c8 <\/td>\n<td style=\"text-align:left;\"> Google \u30a2\u30ab\u30a6\u30f3\u30c8 <\/td>\n<td style=\"text-align:left;\"> Google \u30a2\u30ab\u30a6\u30f3\u30c8 <\/td>\n<td style=\"text-align:left;\"> Google \u30a2\u30ab\u30a6\u30f3\u30c8\u3001IAM\u3001\u7d44\u7e54\u306e\u30dd\u30ea\u30b7\u30fc\u3001VPC Service Controls\u3001CMEK \u306a\u3069 <\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left;\"> <strong>Google Cloud \u9023\u643a<\/strong> <\/td>\n<td style=\"text-align:left;\"> \u9650\u5b9a\u7684 <\/td>\n<td style=\"text-align:left;\"> \u9650\u5b9a\u7684 <\/td>\n<td style=\"text-align:left;\"> \u9650\u5b9a\u7684 <\/td>\n<td style=\"text-align:left;\"> BigQuery\u3001Vertex AI \u306a\u3069\u3068\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u9023\u643a <\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u539f\u5247\u7684\u306b\u3001Colab \u306e\u7121\u6599\u30d7\u30e9\u30f3\u3001\u5f93\u91cf\u8ab2\u91d1\uff08Pay As You Go\uff09\u30d7\u30e9\u30f3\u3001Colab Pro\u3001Colab Pro+ \u306f\u3001\u500b\u4eba\u3084\u7814\u7a76\u8005\u3001\u5c0f\u898f\u6a21\u306a\u5206\u6790\u30c1\u30fc\u30e0\u306a\u3069\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u4f01\u696d\u306a\u3069\u306e\u7d44\u7e54\u304c Colab \u3092\u5229\u7528\u3057\u305f\u3044\u5834\u5408\u3001Google Cloud \u3068\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u9ad8\u5ea6\u306a\u30a2\u30af\u30bb\u30b9\u7ba1\u7406\u7b49\u304c\u53ef\u80fd\u306a Colab Enterprise \u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002Colab Enterprise \u3078\u306e\u30a2\u30af\u30bb\u30b9\u7ba1\u7406\u306f\u3001Google Workspace \u3084 Cloud Identity \u3067\u7d71\u5408\u7ba1\u7406\u3055\u308c\u308b Google \u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u30d9\u30fc\u30b9\u306b\u884c\u308f\u308c\u307e\u3059\u3002Colab Enterprise \u3067\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u7d44\u7e54\u5074\u3067\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u7ba1\u7406\u3092\u884c\u3046\uff08Google Workspace \/ Cloud Identity\uff09<\/li>\n<li>Identity and Access Management\uff08IAM\uff09\u306b\u3088\u308b\u8a73\u7d30\u306a\u30a2\u30af\u30bb\u30b9\u7ba1\u7406<\/li>\n<li>Google \u30b0\u30eb\u30fc\u30d7\u3084\u30c9\u30e1\u30a4\u30f3\u5168\u4f53\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u4ed8\u4e0e<\/li>\n<li>VPC Service Controls \u306b\u3088\u308b\u63a5\u7d9a\u5143 IP \u30a2\u30c9\u30ec\u30b9\u5236\u9650<\/li>\n<li>CMEK\uff08\u9867\u5ba2\u7ba1\u7406\u306e\u6697\u53f7\u9375\uff09\u306b\u3088\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u6697\u53f7\u5316<\/li>\n<li>BigQuery \u3084 Vertex AI \u3068\u9023\u643a\u3057\u305f\u30c7\u30fc\u30bf\u5206\u6790\u3084 AI \u6d3b\u7528<\/li>\n<\/ul>\n<p>\u4f01\u696d\u7b49\u306e\u7d44\u7e54\u3067\u7121\u6599\u30d7\u30e9\u30f3\u3084 Colab Pro \u7b49\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u9ad8\u5ea6\u306a\u30a2\u30af\u30bb\u30b9\u7ba1\u7406\u6a5f\u80fd\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f Google \u30c9\u30e9\u30a4\u30d6\u306b\u4fdd\u5b58\u3055\u308c\u3001Google \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306a\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u540c\u3058\u3088\u3046\u306b\u6271\u308f\u308c\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Colab Enterprise \u306f Google Cloud \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u7d10\u3065\u3044\u3066\u304a\u308a\u3001\u5229\u7528\u6599\u91d1\u306f Google Cloud \u306e\u8acb\u6c42\u5148\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u901a\u5e38\u306e Google Cloud \u30b5\u30fc\u30d3\u30b9\u540c\u69d8\u3001\u7279\u5225\u306a\u624b\u7d9a\u304d\u306a\u304f G-gen \u306a\u3069\u306e Google Cloud \u8ca9\u58f2\u30d1\u30fc\u30c8\u30ca\u30fc\u7d4c\u7531\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\uff08G-gen \u3092\u542b\u3080\u4e00\u90e8\u306e\u8ca9\u58f2\u30d1\u30fc\u30c8\u30ca\u30fc\u306f\u3001Colab Pro \u3084 Pro+ \u3082\u518d\u8ca9\u53ef\u80fd\u3067\u3059\uff09\u3002<\/p>\n<p>\u7121\u6599\u7248\u306e Colab \u306f\u3001\u8ab0\u3067\u3082\u3059\u3050\u306b\u7121\u6599\u3067 Python \u306e\u5b9f\u884c\u74b0\u5883\u3092\u624b\u306b\u5165\u308c\u3089\u308c\u308b\u70b9\u304c\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\n<p>GPU \u3084 TPU \u3082\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u5272\u308a\u5f53\u3066\u3089\u308c\u308b\u30ea\u30bd\u30fc\u30b9\u306f\u4fdd\u8a3c\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u7279\u306b\u9ad8\u6027\u80fd\u306a GPU \u304c\u5229\u7528\u3067\u304d\u308b\u304b\u306f\u3001\u305d\u306e\u3068\u304d\u3069\u304d\u306e Google \u306e<strong>\u30ea\u30bd\u30fc\u30b9\u72b6\u6cc1\u306b\u5de6\u53f3<\/strong>\u3055\u308c\u307e\u3059\uff08\u6709\u511f\u30d7\u30e9\u30f3\u306e\u5229\u7528\u8005\u304c\u512a\u5148\u3055\u308c\u307e\u3059\uff09\u3002<\/p>\n<p>\u307e\u305f\u3001\u9577\u6642\u9593\u5229\u7528\u3057\u306a\u3044\u5834\u5408\u3084\u3001\u4e00\u5b9a\u6642\u9593\u3092\u8d85\u3048\u308b\u51e6\u7406\u3092\u5b9f\u884c\u3057\u305f\u5834\u5408\u306b\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u5207\u65ad\u3055\u308c\u308b\u305f\u3081\u3001\u9577\u6642\u9593\u306e\u51e6\u7406\u306b\u306f\u5411\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u306a\u304a\u3001\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u3001Google \u30c9\u30e9\u30a4\u30d6\u306e\u30de\u30a4\u30c9\u30e9\u30a4\u30d6\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u304b\u3089\u3001\u7121\u6599\u7248\u306e Colab \u306f\u4e3b\u306b\u3001<strong>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u5b66\u7fd2\u3084\u3001\u5c0f\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u5206\u6790\u3001\u77ed\u6642\u9593\u3067\u7d42\u308f\u308b\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5b9f\u9a13\u306a\u3069<\/strong>\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Colab \u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3\uff08Pay As You Go \u30d7\u30e9\u30f3\uff09\u306f\u3001\u7121\u6599\u7248\u306e\u5404\u7a2e\u5236\u9650\u3092\u7de9\u548c\u3059\u308b\u3001\u500b\u4eba\u5411\u3051\u306e\u6709\u6599\u30d7\u30e9\u30f3\u3067\u3059\u3002<\/p>\n<p><strong>\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8<\/strong>\u3092\u5fc5\u8981\u306a\u5206\u3060\u3051\u8cfc\u5165\u3057\u3001\u305d\u306e\u5206\u3092 Google \u306b\u652f\u6255\u3044\u307e\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u3068\u306f\u3001Colab \u306e\u5b9f\u884c\u57fa\u76e4\uff08VM\uff09\u306e CPU\u3001GPU\u3001TPU \u306a\u3069\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30ea\u30bd\u30fc\u30b9\u3092\u62bd\u8c61\u5316\u3057\u305f\u5358\u4f4d\u3067\u3059\u3002<\/p>\n<p>Colab \u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3\u3067\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u3092100\u307e\u305f\u306f500\u306e\u5358\u4f4d\u3067\u8cfc\u5165\u3057\u307e\u3059\u3002\u8cfc\u5165\u5f8c\u306f90\u65e5\u9593\u6709\u52b9\u3067\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8ffd\u52a0\u8cfc\u5165\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u3001\u7121\u6599\u7248\u3068\u540c\u69d8\u3001Google \u30c9\u30e9\u30a4\u30d6\u306e\u30de\u30a4\u30c9\u30e9\u30a4\u30d6\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>Colab \u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3\u306f\u3001\u7121\u6599\u7248\u3068\u307b\u307c\u540c\u3058\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u304a\u3044\u3066\u3001<strong>\u3088\u308a\u591a\u304f\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u4f7f\u3044\u305f\u3044\u5834\u5408<\/strong>\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Colab Pro \u3068 Colab Pro+ \u306f\u3001\u7121\u6599\u7248\u306e\u5404\u7a2e\u5236\u9650\u3092\u7de9\u548c\u3059\u308b\u3001\u500b\u4eba\u5411\u3051\u306e\u6709\u6599\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u3067\u3059\u3002\u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3\u3068\u306e\u9055\u3044\u306f\u3001\u6bce\u6708\u5b9a\u984d\u306e\u6599\u91d1\u3092\u652f\u6255\u3046\u3053\u3068\u3067\u3001\u6240\u5b9a\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u308b\u70b9\u3067\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u304c\u8db3\u308a\u306a\u304f\u306a\u3063\u305f\u5834\u5408\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u8ffd\u52a0\u8cfc\u5165\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Colab Pro \u3067\u306f100\u30e6\u30cb\u30c3\u30c8\u3001Colab Pro+ \u3067\u306f500\u30e6\u30cb\u30c3\u30c8\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u3092\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff08\u671f\u9593\u9650\u5b9a\u7279\u5178\u3067\u3001\u3088\u308a\u591a\u304f\u306e\u30e6\u30cb\u30c3\u30c8\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\uff09\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30e6\u30cb\u30c3\u30c8\u306e\u5358\u4fa1\u306f\u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3\u3068\u540c\u3058\u3067\u3059\u304c\u3001Colab Pro \/ Pro+ \u306e\u7279\u5178\u3068\u3057\u3066\u3001\u3088\u308a\u9ad8\u6027\u80fd\u306a GPU\uff08\u30d7\u30ec\u30df\u30a2\u30e0 GPU\u3002\u578b\u756a\u306f\u305d\u306e\u3068\u304d\u306b\u3088\u308a\u7570\u306a\u308b\uff09\u3084\u3088\u308a\u591a\u304f\u306e\u30e1\u30e2\u30ea\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b Colab Pro+ \u3067\u306f\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u30d6\u30e9\u30a6\u30b6\u3092\u9589\u3058\u3066\u3082\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u6700\u592724\u6642\u9593\u7a3c\u50cd\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3088\u308a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u672c\u683c\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001Colab Pro \/ Pro+ \u306f\u518d\u8ca9\u304c\u53ef\u80fd\u306a\u8ca9\u58f2\u30d1\u30fc\u30c8\u30ca\u30fc\u3082\u3042\u308a\u307e\u3059\u3002G-gen \u306e\u5834\u5408\u3001G-gen \u7d4c\u7531\u3067\u306e Colab Pro \/ Pro+ \u306e\u8cfc\u5165\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u3001\u7121\u6599\u7248\u3068\u540c\u69d8\u3001Google \u30c9\u30e9\u30a4\u30d6\u306e\u30de\u30a4\u30c9\u30e9\u30a4\u30d6\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>Colab Pro \/ Pro+ \u306f\u3001\u5f93\u91cf\u8ab2\u91d1\u30d7\u30e9\u30f3\u3088\u308a\u3082\u30ea\u30bd\u30fc\u30b9\u304c\u512a\u9047\uff08\u30d7\u30ec\u30df\u30a2\u30e0 GPU \u7b49\uff09\u3055\u308c\u3066\u304a\u308a\u3001\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c\u3082\u53ef\u80fd\u306a\u3053\u3068\u304b\u3089\u3001<strong>\u3088\u308a\u672c\u683c\u7684\u30fb\u65e5\u5e38\u7684\u306b Colab \u3092\u5229\u7528\u3059\u308b\u7814\u7a76\u8005\u3001\u958b\u767a\u8005\u3001\u500b\u4eba<\/strong>\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u305f\u3060\u3057\u3088\u308a\u5927\u4eba\u6570\u3067\u7d44\u7e54\u7684\u306b\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u3001Colab Pro \/ Pro+ \u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u7d71\u5236\u6a5f\u80fd\u3067\u306f\u4e0d\u8db3\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u5f8c\u8ff0\u306e Colab Enterprise \u3092\u691c\u8a0e\u3057\u307e\u3059\u3002<\/p>\n<p><strong>Colab Enterprise<\/strong> \u306f\u3001\u524d\u63b2\u306e\u500b\u4eba\u5411\u3051\u30d7\u30e9\u30f3\u3068\u306f\u7570\u306a\u308a\u3001\u4f01\u696d\u3084\u7d44\u7e54\u3067\u306e\u5229\u7528\u306b\u7279\u5316\u3057\u305f Google Cloud \u306e\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002Google Cloud \u306e\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u306a\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u74b0\u5883\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u5b9f\u884c\u74b0\u5883\u306f<strong>\u30e9\u30f3\u30bf\u30a4\u30e0<\/strong>\u3068\u547c\u3070\u308c\u3001\u69d8\u3005\u306a\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u304b\u3089\u9078\u629e\u3067\u304d\u3001GPU \u3082\u30a2\u30bf\u30c3\u30c1\u3067\u304d\u307e\u3059\u3002\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u5b9f\u884c\u306a\u3069\u3082\u6307\u5b9a\u3067\u304d\u3001\u4efb\u610f\u306e\u65e5\u6642\u306b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f Google Cloud \u3068\u9ad8\u5ea6\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3082\u7528\u3044\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u7d44\u7e54\u5074\u3067\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u7ba1\u7406\u3092\u884c\u3046\uff08Google Workspace \/ Cloud Identity\uff09<\/li>\n<li>Identity and Access Management\uff08IAM\uff09\u306b\u3088\u308b\u8a73\u7d30\u306a\u30a2\u30af\u30bb\u30b9\u7ba1\u7406<\/li>\n<li>Google \u30b0\u30eb\u30fc\u30d7\u3084\u30c9\u30e1\u30a4\u30f3\u5168\u4f53\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u4ed8\u4e0e<\/li>\n<li>VPC Service Controls \u306b\u3088\u308b\u63a5\u7d9a\u5143 IP \u30a2\u30c9\u30ec\u30b9\u5236\u9650<\/li>\n<li>CMEK\uff08\u9867\u5ba2\u7ba1\u7406\u306e\u6697\u53f7\u9375\uff09\u306b\u3088\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u6697\u53f7\u5316<\/li>\n<\/ul>\n<p>BigQuery \u3084 Vertex AI \u3068\u9023\u643a\u3057\u305f\u30c7\u30fc\u30bf\u5206\u6790\u3084 AI \u6d3b\u7528\u3082\u53ef\u80fd\u3067\u3059\u3002\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306e\u5b9f\u884c\u30e6\u30fc\u30b6\u30fc\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u4f7f\u7528\u3057\u3066\u3001BigQuery \u3084 Vertex AI\u3001Cloud Storage \u306a\u3069\u306e Google Cloud \u30b5\u30fc\u30d3\u30b9\u306e API \u306b\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u4e0a\u306e\u30b3\u30fc\u30c9\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u3001Google Cloud \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u7ba1\u7406\u3055\u308c\u307e\u3059\u3002\u7121\u6599\u7248\u306e\u3088\u3046\u306b\u3001Google \u30c9\u30e9\u30a4\u30d6\u306e\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u6271\u308f\u308c\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>Colab Enterprise \u306f\u3001<strong>\u4f01\u696d\u3084\u5b98\u516c\u5e81\u3001\u6559\u80b2\u6a5f\u95a2\u306a\u3069\u306e\u7d44\u7e54\u304c\u7d71\u5236\u3092\u52b9\u304b\u305b\u3066 Colab \u3092\u5229\u7528\u3057\u305f\u3044\u30b1\u30fc\u30b9<\/strong>\u306b\u9069\u5207\u3067\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001Google Cloud \u3067\u63d0\u4f9b\u3055\u308c\u308b\u4ed6\u306e Jupyter \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u3001Vertex AI Workbench \u304c\u3042\u308a\u307e\u3059\u3002\u6bd4\u8f03\u89b3\u70b9\u3084\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3082\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fblog.g-gen.co.jp%2Fentry%2Fcolab-enterprise-and-vertexai-workbench-explained\" title=\"Colab Enterprise\u3068Vertex AI Workbench\u3092\u5fb9\u5e95\u89e3\u8aac - G-gen Tech Blog\" class=\"embed-card embed-blogcard\" scrolling=\"no\" 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