{"id":46502,"date":"2023-11-15T08:53:13","date_gmt":"2023-03-02T08:08:02","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46502-2\/"},"modified":"2024-05-04T09:10:21","modified_gmt":"2024-05-04T01:10:21","slug":"46502-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46502-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u767a\u7aef<\/h2>\n<p>de:code 2017 Hackdays \u306b\u53c2\u52a0<\/p>\n<p>\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f:)<\/p>\n<p>CNTK (Cognitive Toolkit) \u3092\u89e6\u308d\u3046<br \/>\n\u74b0\u5883\u69cb\u7bc9\u304c\u96e3\u3057\u305d\u3046<br \/>\n\u9069\u5f53\u306aPC\u3092\u6301\u3063\u3066\u3044\u306a\u3044<\/p>\n<hr \/>\n<h2>Azure \u306b VM \u3092\u7acb\u3066\u3088\u3046<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Data Science Virtual Machine for Windows<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4eca\u56de\u306e\u30b5\u30a4\u30ba\u306f DS3_V2<\/ul>\n<\/li>\n<\/ul>\n<p>\u63a8\u5968\u69cb\u6210\u306e\u4e2d\u3067\u6700\u5c0f<\/p>\n<hr \/>\n<h2>\u6599\u91d1 (1)<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">MSDN \u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306b\u4ed8\u5c5e\u3057\u3066\u3044\u308b Azure \u306e\u30af\u30ec\u30b8\u30c3\u30c8\u3067\u652f\u6255\u3044\u305f\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>Data Science Virtual Machine \u306e\u4ee3\u91d1\u306e\u652f\u6255\u3044\u306b\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306f\u4f7f\u3048\u306a\u3044\u3088 \u307f\u305f\u3044\u306a\u3053\u3068\u304c\u66f8\u3044\u3066\u3042\u308b<\/p>\n<p>DSVM \u306e\u4ee3\u91d1\u306f 0.0000 JPY\/\u6642\u9593 \u3068\u3082\u66f8\u3044\u3066\u3042\u308b\u306e\u3067\u3001\u4fe1\u3058\u3066 \u8cfc\u5165 \u3092\u62bc\u3059<br \/>\n\u306a\u304a Standard DS2 v2 \u4eee\u60f3\u30de\u30b7\u30f3\u306f\u6709\u6599\u3067\u3001\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3 \u30af\u30ec\u30b8\u30c3\u30c8\u3067\u652f\u6255\u3048\u308b<\/p>\n<hr \/>\n<h2>\u8d77\u52d5<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4eee\u60f3\u30de\u30b7\u30f3\u306e\u30c7\u30d7\u30ed\u30a4\u306f\u6570\u5206\u3067\u5b8c\u4e86<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u304b\u3089 jupyter notebook \u3092\u8d77\u52d5<\/ul>\n<pre class=\"post-pre\"><code>&gt; jupyter notebook\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30d6\u30e9\u30a6\u30b6\u3067 localhost:9999<\/ul>\n<\/li>\n<\/ul>\n<p>\u3042\u308b\u3044\u306f\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u53e9\u304f<\/p>\n<hr \/>\n<h2>\u30d1\u30b9\u30ef\u30fc\u30c9\uff1f\uff1f\uff1f<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">jupyter notebook \u306b\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u5165\u529b\u3092\u8981\u6c42\u3055\u308c\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30d1\u30b9\u30ef\u30fc\u30c9\u306a\u3093\u3066\u8a2d\u5b9a\u3057\u305f\u899a\u3048\u304c\u306a\u3044&#8230;<\/ul>\n<hr \/>\n<h3>\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u518d\u8a2d\u5b9a<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8 Jupyter Set Password &amp; Start \u3092\u5b9f\u884c<\/ul>\n<\/li>\n<\/ul>\n<p>jupyter_notebook_config.py (\u5f8c\u8ff0) \u306e\u672b\u5c3e\u306b\u65b0\u3057\u3044\u30d1\u30b9\u30ef\u30fc\u30c9\u304c\u8ffd\u8a18\u3055\u308c\u308b<\/p>\n<p>jupyter notebook \u3092\u8d77\u52d5\u3057\u3066\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u958b\u304f<br \/>\n\u65b0\u3057\u3044\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u5165\u529b\u3057\u3066\u30ed\u30b0\u30a4\u30f3<\/p>\n<hr \/>\n<h3>\u3042\u308b\u3044\u306f\u3001\u30d1\u30b9\u30ef\u30fc\u30c9\u7121\u3057\u306b<\/h3>\n<p>C:\\ProgramData\\jupyter \u306e jupyter_notebook_config.py \u3092\u7de8\u96c6<\/p>\n<p>c.NotebookApp.password \u306e\u884c\u3092\u524a\u9664\u304b\u30b3\u30e1\u30f3\u30c8\u30a2\u30a6\u30c8<br \/>\njupyter notebook \u3092\u8d77\u52d5\u3059\u308b\u3068\u3001\u30c8\u30fc\u30af\u30f3\u304c\u767a\u884c\u3055\u308c\u308b<br \/>\n\u30c8\u30fc\u30af\u30f3\u3092\u30b3\u30d4\u30da\u3057\u3066\u30ed\u30b0\u30a4\u30f3<br \/>\n\u3042\u308b\u3044\u306f\u3001\u30c8\u30fc\u30af\u30f3\u4ed8 URL \u3092\u30a2\u30c9\u30ec\u30b9\u30d0\u30fc\u306b\u30b3\u30d4\u30da\u3057\u3066\u5165\u308b<\/p>\n<hr \/>\n<h2>CNTK \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u521d\u671f\u72b6\u614b\u3067\u306f CNTK \u304c\u7121\u3044\u3068\u3044\u3046\u30a8\u30e9\u30fc<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">CNTK \u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981<\/ul>\n<\/li>\n<\/ul>\n<p>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u5f93\u3063\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<br \/>\n\u4eca\u56de\u306f python = 2.7, Flavor = CPU-Only \u3092 pip install<\/p>\n<p>CNTK \u30a4\u30f3\u30dd\u30fc\u30c8<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">cntk<\/span>\r\n<span class=\"n\">cntk<\/span><span class=\"p\">.<\/span><span class=\"n\">__version__<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>'2.0rc3'\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u30b5\u30f3\u30d7\u30eb\u3092\u5b9f\u884c<\/ul>\n<hr \/>\n<h2>GPU vs CPU<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">GPU \u7248\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u3051\u3070\u3001\u5148\u306b GPU \u3092\u63a2\u3057\u3001\u7121\u3051\u308c\u3070 CPU \u3092\u4f7f\u3046\u306e\u3067\u5927\u4e08\u592b\u3068\u306e\u3053\u3068<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">GPU \u306f\u8d85\u901f\u3044 \ud83d\ude2e<\/ul>\n<hr \/>\n<h2>\u30e2\u30c7\u30eb\u306e\u4fdd\u5b58<\/h2>\n<ul class=\"post-ul\">\u5b66\u7fd2\u3055\u305b\u305f\u30e2\u30c7\u30eb\u306f save \u3067\u66f8\u304d\u51fa\u305b\u308b\u3068\u306e\u3053\u3068<\/ul>\n<pre class=\"post-pre\"><code><span class=\"n\">pred<\/span><span class=\"p\">.<\/span><span class=\"n\">save<\/span><span class=\"p\">(<\/span><span class=\"s\">\"filename\"<\/span><span class=\"p\">)<\/span>\r\n<\/code><\/pre>\n<hr \/>\n<h2>\u3010\u8aa4\u3011\u6599\u91d1 (2)<\/h2>\n<p>VM \u3092\u505c\u6b62\u3057\u3066\u3082\u6599\u91d1\u304c\u304b\u304b\u308b<\/p>\n<p>\u505c\u6b62\u3057\u3066\u3082 &#8216;Stopped (still incurring compute charges)&#8217; \u3068\u8868\u793a\u3055\u308c\u308b<\/p>\n<p>\u6599\u91d1\u306e\u767a\u751f\u3092\u6b62\u3081\u308b\u306b\u306f VM \u3092\u524a\u9664\u3059\u308b\u3057\u304b\u306a\u3044 (\u305f\u3076\u3093)<\/p>\n<p>\u30b9\u30c8\u30ec\u30fc\u30b8 \u30a2\u30ab\u30a6\u30f3\u30c8<br \/>\n\u30d1\u30d6\u30ea\u30c3\u30af IP \u30a2\u30c9\u30ec\u30b9<br \/>\n&#8230;<br \/>\n\u30ea\u30bd\u30fc\u30b9 \u30b0\u30eb\u30fc\u30d7 \u3067\u307e\u3068\u3081\u3066\u6d88\u3059\u306e\u304c\u3088\u3044<\/p>\n<hr \/>\n<h2>\u3010\u6b63\u3011\u6599\u91d1 (2)<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Azure \u30dd\u30fc\u30bf\u30eb\u304b\u3089 \u505c\u6b62 \u3059\u308b\u3068\u8ab2\u91d1\u304c\u6b62\u307e\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&#8216;Deallocating&#8217; \u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u72b6\u614b<\/p>\n<p>OS \u3092\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3057\u305f\u3060\u3051\u3067\u306f\u8ab2\u91d1\u306f\u6b62\u307e\u3089\u306a\u3044<\/p>\n<p>&#8216;Stopped (still incurring compute charges)&#8217; \u3068\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u72b6\u614b<\/p>\n<p>VM\u3092\u505c\u6b62\u3057\u3066\u3082\u304b\u304b\u308b\u6599\u91d1\u306f\u3042\u308b<\/p>\n<p>\u30b9\u30c8\u30ec\u30fc\u30b8 \u30a2\u30ab\u30a6\u30f3\u30c8<br \/>\n\u30d1\u30d6\u30ea\u30c3\u30af IP \u30a2\u30c9\u30ec\u30b9<\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>\u767a\u7aef de:code 2017 Hackdays \u306b\u53c2\u52a0 \u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f:) CNTK (Cognit [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46502","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) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46502-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u767a\u7aef de:code 2017 Hackdays \u306b\u53c2\u52a0 \u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3057\u305f:) 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