{"id":10894,"date":"2022-05-26T03:18:52","date_gmt":"2022-05-26T03:18:52","guid":{"rendered":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=10894"},"modified":"2024-04-10T03:45:47","modified_gmt":"2024-04-10T03:45:47","slug":"20220526-%e4%bd%9c%e6%a5%ad%e3%83%a1%e3%83%a2-%e6%8e%a1%e7%82%b9%e3%82%92%e8%a3%9c%e5%8a%a9%e3%81%99%e3%82%8b%e3%82%b5%e3%83%bc%e3%83%90%e3%83%bc%e3%82%92%e7%ab%8b%e3%81%a6%e3%82%8b","status":"publish","type":"post","link":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=10894","title":{"rendered":"(20220526 \u4f5c\u696d\u30e1\u30e2) \u63a1\u70b9\u3092\u88dc\u52a9\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u3092\u7acb\u3066\u308b"},"content":{"rendered":"<p><a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2022\/05\/20220530a.png\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2022\/05\/20220530a-300x189.png\" alt=\"\" width=\"300\" height=\"189\" class=\"aligncenter size-medium wp-image-10922\" srcset=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2022\/05\/20220530a-300x189.png 300w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2022\/05\/20220530a-1024x645.png 1024w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2022\/05\/20220530a-768x484.png 768w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2022\/05\/20220530a-600x378.png 600w, http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/wp-content\/uploads\/2022\/05\/20220530a.png 1148w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>e-Learning \u306e\u63a1\u70b9\u6a5f\u80fd\u3092\u3001\u5165\u308a\u53e3\u3068\u306a\u308b\u30b5\u30fc\u30d0\u30fc(kanaike)\u3068\u5b9f\u969b\u306b\u63a1\u70b9\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u3051\u308b\u8a08\u753b\u3067\u3059\u3002\u5b9f\u969b\u306e\u63a1\u70b9\u51e6\u7406\u3092\u3001\u5165\u308a\u53e3\u3068\u306a\u308b\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u306e \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30ea\u30af\u30a8\u30b9\u30c8\u3068\u3057\u3066\u66f8\u304f\u4e88\u5b9a\u3067\u3059\u3002\u63a1\u70b9\u51e6\u7406\u3092\u5b9f\u884c\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u306f\u8907\u6570\u53f0\u7528\u610f\u3059\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u51fa\u984c\u8005\u304c\u3001\u63a1\u70b9\u51e6\u7406\u30b5\u30fc\u30d0\u30fc\u3092\u624b\u5143\u306b\u7f6e\u3044\u3066\u81ea\u7531\u306b\u51e6\u7406\u3092\u66f8\u3051\u308b\u3088\u3046\u306b\u3057\u3088\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u308c\u3067\u3001\u3053\u3053\u3067\u306f\u5b9f\u969b\u306b\u63a1\u70b9\u3092\u51e6\u7406\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u306e\u8a2d\u5b9a\u624b\u9806\u3092\u30e1\u30e2\u3057\u3066\u3044\u3053\u3046\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>ubuntu 20.04 \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<\/p>\n<p>(1) CUDA \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=10788\">(20220415 \u4f5c\u696d\u30e1\u30e2) Python\u306e\u5b9f\u884c\u74b0\u5883<\/a>\u306b\u5f93\u3063\u3066\u3084\u308a\u307e\u3059\u3002\u30d3\u30c7\u30aa\u30ab\u30fc\u30c9\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u6700\u65b0\u306e\u3082\u306e\u306b\u3057\u305f\u306e\u3067\u3001CUDA \u3082\u6700\u65b0\u306e\u3082\u306e\u3092\u5165\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>synaptic \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002\u305d\u308c\u3092\u4f7f\u3063\u3066 git \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<\/p>\n<p>(2) ffmpeg \u3067\u30d3\u30c7\u30aa\u30ab\u30fc\u30c9\u3092\u4f7f\u3063\u305f\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u3059\u308b\u305f\u3081\u306b\u3001ffmpeg \u306e\u30b3\u30f3\u30d1\u30a4\u30eb\u3092\u3057\u307e\u3059\u3002<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=10675\">\u4ee5\u524d\u306e\u8a18\u4e8b<\/a>\u3002\u30d3\u30c7\u30aa\u306e\u8fd4\u9084\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u63a1\u70b9\u30b5\u30fc\u30d0\u30fc\u304c\u5f15\u304d\u53d7\u3051\u3066\u3044\u307e\u3059\u306e\u3067\uff0cffmpeg\u3092\u5229\u7528\u3057\u306a\u3044\u63a1\u70b9\u30b5\u30fc\u30d0\u30fc\u3067\u306f\uff0c\u3053\u306e\u4f5c\u696d\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>vlc \u30d7\u30ec\u30a4\u30e4\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<\/p>\n<p>(3) web\u30b5\u30fc\u30d0\u30fc\u306e\u6e96\u5099\u3002php \u3084 apache \u306a\u3069\u3002<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=9595\">\u904e\u53bb\u306e\u8a18\u4e8b<\/a>\u3092\u53c2\u7167\u3002\u305f\u3060\u3057\u3001MySQL \u306a\u3069\u306f\u8981\u3089\u306a\u3044\u3002<\/p>\n<p>(4) wsgi \u306e\u6e96\u5099\u3002<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=10627\">\u4ee5\u524d\u306e\u8a18\u4e8b<\/a>\u3092\u53c2\u7167\u3002<\/p>\n<p>(5) python \u306e\u6e96\u5099\u3002\u30e9\u30a4\u30d6\u30e9\u30ea\u30fc\u306a\u3069\u3092\u7528\u610f\u3059\u308b\u3002synaptic \u304b\u3089 pandas\u3001numpy\uff08\u3059\u3067\u306b\u5165\u3063\u3066\u3044\u305f\uff09\u3001sympy\u3001pip \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<\/p>\n<p>(6) CUPY \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u4ee5\u524d<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=10788\">\u904e\u53bb\u8a18\u4e8b<\/a>\u306b\u3042\u308b\u3088\u3046\u306b\u3084\u3063\u3066\u307f\u305f\u304c\u3001\u3053\u306e\u5834\u5408\u3060\u3068\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u30fc\u5185\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u3060\u3002synaptic \u304b\u3089\u5c0e\u5165\u3057\u305f numpy \u306f\u5168\u54e1\u304c\u5229\u7528\u3067\u304d\u308b\u3068\u601d\u3046\u304c\u3001\u4ee5\u524d\u306e\u3088\u3046\u306b pip3 install cupy-cuda116 \u3067\u5c0e\u5165\u3059\u308b\u3068 wsgi \u304b\u3089\u306f\u5229\u7528\u3067\u304d\u306a\u3044\u306e\u3067\u306f\u306a\u3044\u304b\u3002\u305d\u308c\u3067\u3001sudo pip3 install cupy-cuda116 \u3067\u5c0e\u5165\u3057\u3066\u307f\u305f\u3002<\/p>\n<p>wsgi \u306e\u4e2d\u3067\uff0cnumpy \u3068 cupy \u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u305f\u3089\uff0c\u4e0b\u8a18\u306e\u30a8\u30e9\u30fc\u304c\u51fa\u305f\u3002numpy \u306b\u95a2\u3059\u308b\u30a8\u30e9\u30fc\u3060\u3002<\/p>\n<pre><code style=\"color: midnightblue; font-size: 12px; white-space: pre-wrap;\">[Fri May 27 17:06:03.575615 2022] [wsgi:error] [pid 3222] [client 192.168.100.17:60698] \/var\/www\/script\/wsgi.py:3: UserWarning: NumPy was imported from a Python sub-interpreter but NumPy does not properly support sub-interpreters. This will likely work for most users but might cause hard to track down issues or subtle bugs. A common user of the rare sub-interpreter feature is wsgi which also allows single-interpreter mode.\r\n[Fri May 27 17:06:03.575664 2022] [wsgi:error] [pid 3222] [client 192.168.100.17:60698] Improvements in the case of bugs are welcome, but is not on the NumPy roadmap, and full support may require significant effort to achieve.\r\n[Fri May 27 17:06:03.575670 2022] [wsgi:error] [pid 3222] [client 192.168.100.17:60698]   import numpy<\/code><\/pre>\n<p><a href=\"https:\/\/stackoverflow.com\/questions\/68849673\/importing-numpy-shows-warning-when-running-in-mod-wsgi\">\u3053\u3061\u3089\u306e\u30b5\u30a4\u30c8<\/a>\u306b\u3001\u95a2\u9023\u3057\u305f\u8a18\u4e8b\u304c\u3042\u308b\u3002\u305d\u308c\u306b\u3088\u308b\u3068\u3001\u4ee5\u4e0b\u3092\u8ffd\u52a0\u3057\u308d\u3068\u3042\u308b\u3002<\/p>\n<pre><code style=\"color: midnightblue; font-size: 12px; white-space: pre-wrap;\">WSGIApplicationGroup %{GLOBAL}<\/code><\/pre>\n<p>\u4e0a\u8a18\u3092\uff0cwsgi.conf \u306b\u8ffd\u52a0\u3057\u305f\u3002\u3053\u308c\u3067\u3001numpy \u3084 cupy \u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u3082\u3001\u30a8\u30e9\u30fc\u306f\u51fa\u306a\u304f\u306a\u3063\u305f\u3002\u958b\u767a\u7528\u306e\u74b0\u5883\u3067\u306f\uff0c\u3053\u306e\u8ffd\u52a0\u306f\u5fc5\u8981\u306a\u304b\u3063\u305f\u306e\u3067\uff0c\u5b9f\u969b\u306e\u74b0\u5883\u3067\u306f\u4f55\u304b\u304c\u9055\u3046\u3088\u3046\u3060\u3002\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u306e\u4f55\u304b\uff0c\u3042\u308b\u3044\u306f\u8a2d\u5b9a\u306e\u9055\u3044\u304c\u3042\u308b\u306e\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/p>\n<p>(7) maxima \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u3042\u308b\u3002<a href=\"https:\/\/docs.stack-assessment.org\/en\/Installation\/Maxima\/\">\u53c2\u8003\u30b5\u30a4\u30c8<\/a>\u3002\u30b5\u30a4\u30c8\u306b\u3088\u308c\u3070\u3001\u307e\u305a texinfo \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002\u305d\u306e\u5f8c\u3001sbcl(synaptic \u304b\u3089 2:2.0.1-3 \u3092\u5165\u308c\u305f)\u3001maxima \u30b3\u30f3\u30d1\u30a4\u30eb\u3068\u7d9a\u304f\u3002<\/p>\n<p>(8) php-xml \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002synaptic \u304b\u3089\u3002simplexml_load_string \u3092\u5229\u7528\u3059\u308b\u305f\u3081\u3002apache \u518d\u8d77\u52d5\u3002<\/p>\n<p>(9) \/var\/www \u306e\u5185\u5bb9\u3092\u6e96\u5099\u3002\u30b3\u30d4\u30fc\u3057\u3066\u914d\u7f6e\u3002temporary \u306e\u6240\u6709\u6a29\u3092 www-data \u306b\u5909\u66f4\u3002<\/p>\n<p>(10) gnuplot \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\uff08\u4e0d\u5fc5\u8981\u304b\u3082\u3057\u308c\u306a\u3044\uff09\u3002<\/p>\n<p>(11) maxima-optimised \u306e\u518d\u69cb\u7bc9\u3002<a href=\"https:\/\/github.com\/maths\/moodle-qtype_stack\/blob\/master\/doc\/en\/CAS\/Optimising_Maxima.md\">\u53c2\u7167\u30b5\u30a4\u30c8<\/a>\u3002\u81ea\u5206\u306e\u6240\u306e<a href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=9703\">\u53c2\u7167\u30b5\u30a4\u30c8<\/a>\u3002<\/p>\n<p>(12) php \u306b php-mbstring \u3092\u8ffd\u52a0\u3057\u305f\u3002<\/p>\n<p>(13) apache \u306e\u8a00\u8a9e\u306e\u8a2d\u5b9a\u3000php \u3067\u306e\u65e5\u672c\u8a9e\u306e\u53d6\u308a\u6271\u3044\u3002<\/p>\n<ul>\n<p><a href=\"https:\/\/blog.myntinc.com\/2017\/10\/phpexec.html\">PHP\u3067exec\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u6642\u306b\u5168\u89d2\u6587\u5b57\u5217\u304c\u3042\u308b\u3068\u5b9f\u884c\u3067\u304d\u306a\u3044\u5834\u5408\u306e\u5bfe\u51e6\u65b9\u6cd5<\/a>\n<\/ul>\n<pre><code style=\"color: midnightblue; font-size: 12px; white-space: pre-wrap;\"><\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>e-Learning \u306e\u63a1\u70b9\u6a5f\u80fd\u3092\u3001\u5165\u308a\u53e3\u3068\u306a\u308b\u30b5\u30fc\u30d0\u30fc(kanaike)\u3068\u5b9f\u969b &#8230; <a class=\"more-link\" href=\"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/?p=10894\">Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-10894","post","type-post","status-publish","format-standard","hentry","category-column"],"_links":{"self":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/10894","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10894"}],"version-history":[{"count":46,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/10894\/revisions"}],"predecessor-version":[{"id":12517,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/10894\/revisions\/12517"}],"wp:attachment":[{"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10894"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10894"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/zairyo.susi.oita-u.ac.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10894"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}