{"id":510,"date":"2018-08-09T19:11:56","date_gmt":"2018-08-09T10:11:56","guid":{"rendered":"http:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/?p=510"},"modified":"2018-08-09T19:11:56","modified_gmt":"2018-08-09T10:11:56","slug":"%e6%9c%80%e8%bf%91%e4%bd%bf%e3%81%a3%e3%81%a6%e3%81%84%e3%82%8bdeeplearning%e7%94%a8%e3%81%ae%e9%96%8b%e7%99%ba%e7%92%b0%e5%a2%83","status":"publish","type":"post","link":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/?p=510","title":{"rendered":"\u6700\u8fd1\u4f7f\u3063\u3066\u3044\u308bDeepLearning\u7528\u306e\u958b\u767a\u74b0\u5883"},"content":{"rendered":"\n<p>\u6700\u8fd1DeepLearning\u7684\u306a\u3053\u3068\u3092\u3084\u308b\u3053\u3068\u304c\u5c11\u306a\u304f\u306a\u3044\u3067\u3059\u304c\u3001\u74b0\u5883\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3066\u306a\u304b\u3063\u305f\u306e\u3067\u5099\u5fd8\u9332\u3068\u3057\u3066\u8a18\u4e8b\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6c42\u3081\u3066\u3044\u308b\u958b\u767a\u74b0\u5883\u306e\u8981\u4ef6<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li>GPU\u304c\u5229\u7528\u3067\u304d\u308b<\/li><li>Jupyter Notebook \uff0b Lab\u304c\u52d5\u4f5c<\/li><li>\u6700\u4f4e\u9650\u306e\u6a5f\u68b0\u5b66\u7fd2\u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b<\/li><li>Docker\u3067\u53ef\u642c\u6027\u3092\u9ad8\u3081\u308b<\/li><\/ul>\n\n\n\n<p>\u4e0a\u8a18\u3092\u6e80\u305f\u3059\u306b\u306f\u9078\u629e\u80a2\u304c\u6b86\u3069\u7121\u3044\u3067\u3059\u3002<br\/>\u7279\u306bGPU\u3092\u5229\u7528\u3067\u304d\u3066Docker\u3092\u5229\u7528\u3059\u308b\u3068\u306a\u308b\u3068\u3001<a href=\"https:\/\/github.com\/NVIDIA\/nvidia-docker\">nvidia-docker<\/a>\u3092\u4f7f\u3046\u3057\u304b\u9078\u629e\u80a2\u306f\u307b\u307c\u7121\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Dockerfile\u3068\u304b<\/h2>\n\n\n\n<p>github\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u306b\u3057\u3066<a href=\"https:\/\/github.com\/lambdasakura\/data-science-env\">\u516c\u958b<\/a>\u3057\u307e\u3057\u305f\u3002<br\/>dockerhub\u306b\u3082\u516c\u958b\u3057\u3066\u3044\u308b\u306e\u3067\u3001docker pull\u3057\u3066\u3082OK\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>docker pull lambdasakura\/data-science-env<\/code><\/pre>\n\n\n\n<p>\u306a\u304a\u3001nvidia-docker\u3067\u52d5\u4f5c\u3055\u305b\u308b\u306b\u306f\u30aa\u30d7\u30b7\u30e7\u30f3\u306a\u3069\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3001docker-compose\u3092\u4f7f\u3063\u3066\u8d77\u52d5\u3059\u308b\u307b\u3046\u304c\u4fbf\u5229\u306a\u306e\u3067restart\u3092always\u306b\u3057\u3066\u5e38\u6642\u8d77\u52d5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5229\u70b9\u3068\u6b20\u70b9\u3068\u304b<\/h2>\n\n\n\n<p>\u6982\u306d\u6e80\u8db3\u306a\u74b0\u5883\u304c\u51fa\u6765\u3066\u3044\u307e\u3059\u3002\u9069\u5f53\u306b\u30d6\u30e9\u30a6\u30b6\u3092\u958b\u3044\u3066\u30e2\u30c7\u30eb\u3092\u66f8\u3044\u3066\u8a13\u7df4\u3057\u3066\u8a55\u4fa1\u3059\u308b\u7a0b\u5ea6\u306e\u30bf\u30b9\u30af\u3067\u3042\u308c\u3070Jupyter\u4e0a\u3067\u5feb\u9069\u306b\u751f\u6d3b\u3067\u304d\u307e\u3059\u3002\u81ea\u5b85\u306e\u9bd6\u306b\u69cb\u7bc9\u3057\u3066\u3044\u308b\u306e\u3067\u3069\u306e\u30de\u30b7\u30f3\u304b\u3089\u5165\u3063\u3066\u3082\u7d9a\u304d\u3092\u5e38\u306b\u66f8\u304f\u3053\u3068\u304c\u51fa\u6765\u308b\u306e\u3082\u826f\u3044\u70b9\u3067\u3059\u306d\u3002\u74b0\u5883\u304c\u58ca\u308c\u3066\u3082\u601d\u3044\u5207\u3063\u3066\u4f5c\u308a\u76f4\u3059\u306e\u3082\u624b\u8efd\u306a\u306e\u3067\u3001\u30b7\u30b9\u30c6\u30e0\u3092\u601d\u3044\u3063\u304d\u308a\u58ca\u3059\u3088\u3046\u306a\u611f\u3058\u3067\u5f04\u3063\u3066\u3082\u6c17\u306b\u3057\u306a\u3044\u3067\u6e08\u3080\u306e\u306f\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305f\u3060\u3001docker\u3092\u4f7f\u3063\u3066\u3044\u308b\u305b\u3044\u3067\u3082\u3042\u308b\u306e\u3067\u3059\u304c\u3001jupyter\u3092\u4ecb\u3055\u306a\u3044\u3067\u30c7\u30fc\u30bf\u3092\u64cd\u4f5c\u3057\u305f\u3044\u5834\u5408\u3084\u30a8\u30c7\u30a3\u30bf\u306f\u5225\u306e\u3082\u306e\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u30db\u30b9\u30c8\u306evolume\u5171\u6709\u3067\u4e0a\u624b\u304f\u3084\u308a\u304f\u308a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3060\u3068\u5b9f\u884c\u6642\u3068\u30c7\u30d0\u30c3\u30b0\u306e\u969b\u306b\u3069\u3046\u3057\u3066\u3082docker\u306e\u4e2d\u306b\u5165\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u304f\u3066\u4eca\u3072\u3068\u3064\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u306a\u306e\u3067\u3001DeepLearning\u3092\u30d0\u30ea\u30d0\u30ea\u306b\u4f7f\u3046\u30a2\u30d7\u30ea\u307f\u305f\u3044\u306a\u3082\u306e\u3092\u66f8\u304f\u5834\u5408\u3084\u30d0\u30b0\u3067\u5927\u30cf\u30de\u30ea\u3057\u305f\u3068\u304d\u306f\u30db\u30b9\u30c8\u306e\u74b0\u5883\u306b\u69cb\u7bc9\u3057\u3066\u3057\u307e\u3063\u3066\u3001\u305d\u3063\u3061\u3092\u4f7f\u3046\u904b\u7528\u306b\u3057\u3066\u3057\u307e\u3063\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u6642\u306fEmacs\u304bVSCode\u3067\u9069\u5f53\u306b\u3084\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001jupyter\u306e\u30ab\u30fc\u30cd\u30eb\u3067GPU\u3092\u521d\u671f\u5316\u3057\u3066\u3057\u307e\u3046\u3068\u958b\u653e\u3055\u308c\u306a\u304f\u3066\u5225\u306e\u30d7\u30ed\u30bb\u30b9\u3067GPU\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u3064\u3082\u308a\u304c\u5b9f\u306f\u4f7f\u3048\u3066\u306a\u304b\u3063\u305f\u3068\u304b\u3042\u308b\u305f\u3081\u30cf\u30de\u308b\u3053\u3068\u3082\u3042\u3063\u305f\u308a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6700\u8fd1DeepLearning\u7684\u306a\u3053\u3068\u3092\u3084\u308b\u3053\u3068\u304c\u5c11\u306a\u304f\u306a\u3044\u3067\u3059\u304c\u3001\u74b0\u5883\u306b\u3064\u3044\u3066\u307e\u3068\u3081\u3066\u306a\u304b\u3063\u305f\u306e\u3067\u5099\u5fd8\u9332\u3068\u3057\u3066\u8a18\u4e8b\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002 \u6c42\u3081\u3066\u3044\u308b\u958b\u767a\u74b0\u5883\u306e\u8981\u4ef6 GPU\u304c\u5229\u7528\u3067\u304d\u308b Jupyter Notebook \uff0b La\u2026 <span class=\"read-more\"><a href=\"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/?p=510\">\u7d9a\u304d\u3092\u8aad\u3080 &raquo;<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-510","post","type-post","status-publish","format-standard","hentry","category-1"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p4wwqG-8e","_links":{"self":[{"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=\/wp\/v2\/posts\/510","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=510"}],"version-history":[{"count":2,"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=\/wp\/v2\/posts\/510\/revisions"}],"predecessor-version":[{"id":512,"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=\/wp\/v2\/posts\/510\/revisions\/512"}],"wp:attachment":[{"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=510"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=510"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/light-of-moe.ddo.jp\/~sakura\/diary\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=510"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}