{"id":46209,"date":"2023-06-04T17:10:06","date_gmt":"2023-07-12T18:49:29","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46209-2\/"},"modified":"2024-04-30T07:20:25","modified_gmt":"2024-04-29T23:20:25","slug":"46209-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46209-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u8ab0\u5411\u3051\u306e\u8a18\u4e8b\uff1f<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">WSL2 + Docker\u3092\u3067JupterLab\u3092\u7528\u3044\u305fPython\u306e\u958b\u767a\u74b0\u5883\u3092\u4f5c\u308a\u305f\u3044\u3002<\/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\">WSL2\u3063\u3066\u4f55\uff1fDocker\u3063\u3066\u4f55\uff1f\u72b6\u614b\u306a\u306e\u3067\u305d\u3053\u3089\u8fba\u306e\u5165\u9580\u3092\u3057\u305f\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">WSL2 + Docker\u304b\u3089GPU\u3092\u4f7f\u3063\u305f\u958b\u767a\u74b0\u5883(PyTorch)\u3092\u4f5c\u308a\u305f\u3044\u3002<\/ul>\n<p>\u7b46\u8005\u81ea\u8eab\u304c\u5168\u3066\u306b\u5f53\u3066\u306f\u307e\u3063\u3066\u3044\u305f\u306e\u3067\u3001\u3084\u3063\u305f\u3053\u3068\u306e\u30e1\u30e2\u7684\u306a\u5074\u9762\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h1>WSL2 + Docker\u306e\u74b0\u5883\u3092\u4f5c\u308b<\/h1>\n<h2>INTEL VIRTUALIZATION TECHNOLOGY\u3092\u6709\u52b9\u5316\u3059\u308b<\/h2>\n<p>BIOS\u3092\u7acb\u3061\u4e0a\u3052\u3066\u3001INTEL VIRTULIZATION TECHNOLOGY\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<br \/>\n\u3053\u308c\u3092\u30b5\u30dc\u3063\u305f\u3053\u3068\u306b\u3088\u308a\u5f8c\u3067\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u8abf\u3079\u308b\u7fbd\u76ee\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\uff01<\/p>\n<h2>WSL2\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<h3>1. \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n<p>PowerShell\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3064\u3060\u3051\u3002\u7c21\u5358\u3002<\/p>\n<pre class=\"post-pre\"><code>wsl <span class=\"nt\">--install<\/span>\r\n<\/code><\/pre>\n<p>\u300cWindows\u306e\u6a5f\u80fd\u306e\u6709\u52b9\u5316\u307e\u305f\u306f\u7121\u52b9\u5316\u300d\u306e\u8a2d\u5b9a\u304c\u5fc5\u8981\u3002\u81ea\u52d5\u3067\u8a2d\u5b9a\u3055\u308c\u308b\u3089\u3057\u3044\u3068\u3044\u3046\u60c5\u5831\u3082\u3042\u3063\u305f\u304c\u3001\u7d50\u5c40\u624b\u52d5\u3067\u4ee5\u4e0b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u305f\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Linux\u7528Windows\u30b5\u30d6\u30b7\u30b9\u30c6\u30e0\uff08wsl2\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u524d\u306f\u7121\u304b\u3063\u305f\u6c17\u304c\u3059\u308b\uff09<\/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\">Windows\u30cf\u30a4\u30d1\u30fc\u30d0\u30a4\u30b6\u30fc\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4eee\u60f3\u30de\u30b7\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/ul>\n<h3>2. \u5229\u7528\u53ef\u80fd\u306a\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u4e00\u89a7\u306e\u78ba\u8a8d<\/h3>\n<pre class=\"post-pre\"><code>wsl <span class=\"nt\">-l<\/span> <span class=\"nt\">-o<\/span>\r\n<\/code><\/pre>\n<p>ubuntu 20.04\u3092\u4f7f\u3046\u3053\u3068\u306b\u3059\u308b\u3002\u3002<\/p>\n<h3>3. Ubuntu20.04\u3067\u74b0\u5883\u69cb\u7bc9<\/h3>\n<pre class=\"post-pre\"><code>wsl <span class=\"nt\">--install<\/span> <span class=\"nt\">-d<\/span> Ubuntu-20.04\r\n<\/code><\/pre>\n<p>\u3053\u308c\u3067Ubuntu\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u304c\u30b9\u30bf\u30fc\u30c8\u30e1\u30cb\u30e5\u30fc\u306b\u8ffd\u52a0\u3055\u308c\u308b\u3002<br \/>\nUbuntu(WSL)\u306b\u5165\u308a\u305f\u3051\u308c\u3070\u3001\u30b9\u30bf\u30fc\u30c8\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u53e9\u3051\u3070\u5165\u308c\u308b\u3002\u3053\u306e\u6642\u70b9\u3067Virtual Box\u3088\u308a\u5727\u5012\u7684\u306b\u4f7f\u3044\u3084\u3059\u304f\u3066\u611f\u52d5\u3002<\/p>\n<p>\u3068\u308a\u3042\u3048\u305a\u3067apt\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u3057\u3066\u304a\u304f\uff20WSL2<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>apt update\r\n<span class=\"nb\">sudo <\/span>apt upgrade\r\n<\/code><\/pre>\n<h2>Docker Desktop\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>\u516c\u5f0f\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30e9\u30fc\u5165\u624b\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/p>\n<p>\u30e9\u30a4\u30bb\u30f3\u30b9\u304c\u6c17\u306b\u306a\u308b\u5834\u5408\u306f\u300cDocker Engine\u300d\u3092WSL2\u306b\u5165\u308c\u308b\u3002\u306a\u304a\u3001\u3053\u306e\u5148\u306e\u624b\u9806\u306b\u306f\u4e92\u63db\u6027\u304c\u3042\u308b\u306f\u305a\u3002<\/p>\n<h2>\u958b\u767a\u7528\u30b3\u30f3\u30c6\u30ca\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3059\u308b<\/h2>\n<h3>1. Dockerfile\u306e\u4f5c\u6210<\/h3>\n<p>WSL2\u4e0a\u306e\/home\/user\/Dockerfile\/Python-Base\u306bDockerfile\u3092\u4f5c\u6210\u3059\u308b\u3002\uff08\u30d1\u30b9\u306f\u597d\u307f\u3067OK\uff09<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> python:3.9-slim-buster<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> <span class=\"nt\">--no-cache-dir<\/span> pip <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>  pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> <span class=\"nt\">--no-cache-dir<\/span> <span class=\"se\">\\\r\n<\/span>  jupyterlab\r\n\r\n<span class=\"k\">CMD<\/span><span class=\"s\"> [\"jupyter\", \"lab\", \"--ip=0.0.0.0\", \"--allow-root\", \"--LabApp.token=''\"]<\/span>\r\n<\/code><\/pre>\n<p>\u3053\u308c\u306f<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Docker Hub\u4e0a\u306b\u3042\u308bpython:3.9-slim-buster\u3068\u3044\u3046\u30a4\u30e1\u30fc\u30b8\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066<\/ul>\n<\/li>\n<\/ul>\n<p>pip install\u3067\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066<br \/>\njupyter lab\u3092\u7acb\u3061\u4e0a\u3052\u308b<\/p>\n<p>\u3068\u3044\u3046\u3053\u3068\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3002\u74b0\u5883\u306e\u69cb\u7bc9\u624b\u9806\u304c\u660e\u793a\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u8ab0\u304b\u306b\u74b0\u5883\u3092\u6e21\u3059\u3068\u304d\u306b\u4fbf\u5229\u3002<\/p>\n<h3>2. \u30b3\u30f3\u30c6\u30ca\u3092\u30d3\u30eb\u30c9\u3059\u308b\u3002<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nb\">cd<\/span> \/home\/user\/Dockerfile\/Python-Base\r\ndocker image build <span class=\"nt\">--tag<\/span> jupyter:test <span class=\"nb\">.<\/span>\r\n<\/code><\/pre>\n<p>docker\u30b3\u30de\u30f3\u30c9\u306e\u610f\u5473\u306f\u4ee5\u4e0b<\/p>\n<div>\n<div class=\"post-table\">\u30b3\u30de\u30f3\u30c9\u610f\u5473<code>docker image build<\/code>\u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3059\u308b\u3088<code>--tag jupyter:test<\/code>\u30a4\u30e1\u30fc\u30b8\u540d <code>jupyter<\/code>\u304c\u540d\u524d, <code>test<\/code>\u304c\u30d0\u30fc\u30b8\u30e7\u30f3\u540d\u3000\u3060\u3088<code>.<\/code>Dockerfile\u304c\u3042\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306f\u3053\u3053\u3060\u3088<\/div>\n<\/div>\n<h2>\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3057\u3001\u30db\u30b9\u30c8PC\u306e\u30d6\u30e9\u30a6\u30b6\u304b\u3089jupyter\u306b\u63a5\u7d9a\u3059\u308b<\/h2>\n<p>\u4ee5\u4e0b\u306b\u7559\u610f\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3059\u308b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">jupyter\u306fweb\u30b5\u30fc\u30d0\u30fc\u304c\u7acb\u3061\u4e0a\u304c\u308b\u306e\u3067\u3001\u30db\u30b9\u30c8PC\u304b\u3089\u30b3\u30f3\u30c6\u30ca\u4e0a\u306eweb\u30b5\u30fc\u30d0\u30fc\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u958b\u767a\u3057\u305f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306f\u30db\u30b9\u30c8PC\u3068\u30b3\u30f3\u30c6\u30ca\u53cc\u65b9\u304b\u3089\u898b\u3048\u308b\u4f4d\u7f6e\u306b\u7f6e\u3044\u3066\u304a\u304d\u305f\u3044\u3002<\/ul>\n<h3>1. WSL2\u4e0a\u306b\u958b\u767a\u3057\u305f\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5165\u308c\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3002<\/h3>\n<p>\/home\/usr\/test\/src\u3068\u3059\u308b\u3002<br \/>\n\u3061\u306a\u307f\u306b\u3001WSL2\u4e0a\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306fWindows\u4e0a\u306e\\\\wsl$\u3068\u3044\u3046\u5834\u6240\u306b\u5165\u3063\u3066\u3044\u308b\u3002\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c9\u30e9\u30a4\u30d6\u306b\u5272\u308a\u5f53\u3066\u3066\u304a\u304f\u3068\u4fbf\u5229\uff01<\/p>\n<h3>2. \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3059\u308b\u3002<\/h3>\n<pre class=\"post-pre\"><code>docker container run <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">--name<\/span> jupyter <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">--rm<\/span> <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">--detach<\/span> <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">--publish<\/span> 18888:8888 <span class=\"se\">\\<\/span>\r\n<span class=\"nt\">--volume<\/span> \/home\/usr\/test\/src:\/mnt\/host_src <span class=\"se\">\\<\/span>\r\njupyter:test\r\n<\/code><\/pre>\n<div>\n<div class=\"post-table\">\u30b3\u30de\u30f3\u30c9\u610f\u5473<code>docker container run<\/code>\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3059\u308b\u3088<code>--name jupyter<\/code>\u30b3\u30f3\u30c6\u30ca\u306e\u540d\u524d\u306fjupyter\u3060\u3088<code>--rm<\/code>stop\u3068\u540c\u6642\u306b\u30b3\u30f3\u30c6\u30ca\u306f\u6d88\u53bb\u3055\u308c\u308b\u3088\u3002<code>--detach<\/code>\u30c7\u30bf\u30c3\u30c1\u3059\u308b\u3088<br \/>\n\uff08\u3058\u3083\u306a\u3044\u3068\u3001WSL\u306e\u30bf\u30fc\u30df\u30ca\u30eb\u304c\u56fa\u307e\u308b\uff09<code>--publish 18888:8888<\/code>\u30db\u30b9\u30c8\u5074\u306e18888\u30dd\u30fc\u30c8\u3068\u30b3\u30f3\u30c6\u30ca\u5074\u306e8888\u30dd\u30fc\u30c8\u3092\u63a5\u7d9a\u3059\u308b\u3088\u3002<br \/>\n\uff08jupyter\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u30678888\u30dd\u30fc\u30c8\u3092\u4f7f\u3046\uff09<code>--volume \/home\/usr\/test\/src:\/mnt\/host_src<\/code>\u30db\u30b9\u30c8\u5074\u306e<code>\/home\/usr\/test\/src<\/code>\u3092<br \/>\n\u30b3\u30f3\u30c6\u30ca\u5074\u306e<code>\/mnt\/host_src<\/code>\u306b\u30de\u30a6\u30f3\u30c8\u3059\u308b\u3088<code>jupyter:test<\/code>\u8d77\u52d5\u3059\u308b\u30a4\u30e1\u30fc\u30b8\u306f<code>jupyter:test<\/code>\u3060\u3088<\/div>\n<\/div>\n<h3>3. \u30db\u30b9\u30c8PC\uff08Windows\uff09\u306e\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3002<\/h3>\n<p>localhost:18888\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001JupyterLab\u304c\u958b\u304f\u3002\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u69cb\u6210\u3092\u307f\u308b\u3068\u30b3\u30f3\u30c6\u30ca\u306e\u4e16\u754c\u3060\u3068\u3044\u3046\u3053\u3068\u306f\u308f\u304b\u308b\u306f\u305a\u3002<\/p>\n<h3>4. \u3044\u3063\u305f\u3093\u30b3\u30f3\u30c6\u30ca\u3092\u6b62\u3081\u308b<\/h3>\n<pre class=\"post-pre\"><code>docker container stop jupyter\r\n<\/code><\/pre>\n<p>\u5225\u306b\u3053\u306e\u307e\u307e\u3067\u3082\u826f\u3044\u306e\u3067\u3059\u304c\u3001docker-compose\u3092\u4f7f\u3063\u3066\u304a\u624b\u8efd\u306b\u5b9f\u884c\u3057\u305f\u3044\u306e\u3067\u3002<\/p>\n<h2>\u30a4\u30e1\u30fc\u30b8\u30d3\u30eb\u30c9\uff5e\u30b3\u30f3\u30c6\u30ca\u8d77\u52d5\u3092docker-compose\u3067\u7c21\u7565\u5316\u3059\u308b\u3002<\/h2>\n<h3>1. \u4ee5\u4e0b\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308b\u3002Dockerfile\u3068\u540c\u3058\u5834\u6240\u3067OK\u3002<\/h3>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">3.8'<\/span>\r\n\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">jupyter<\/span><span class=\"pi\">:<\/span>\r\n     <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">jupyter<\/span>\r\n     <span class=\"na\">build<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">context<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.<\/span>\r\n     <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"pi\">-<\/span> <span class=\"s1\">'<\/span><span class=\"s\">18888:8888'<\/span>\r\n     <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"pi\">-<\/span> <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">bind<\/span>\r\n          <span class=\"na\">source<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/home\/user\/test\/src<\/span>\r\n          <span class=\"na\">target<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/mnt\/host_src<\/span>\r\n<\/code><\/pre>\n<div>\n<div class=\"post-table\">\u30ad\u30fc\u610f\u5473<code>version<\/code><a href=\"https:\/\/docs.docker.jp\/compose\/compose-file\/compose-file-v3.html\" target=\"_blank\" rel=\"nofollow noopener\">\u516c\u5f0f\u30b5\u30a4\u30c8<\/a>\u304b\u3089Docker-Engine\u306b\u5bfe\u5fdc\u3057\u305f\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u66f8\u304f<code>services<\/code>\u5404\u30b5\u30fc\u30d3\u30b9\u3054\u3068\u306b\u5b9a\u7fa9\u3057\u3066\u3044\u304f\u3002\u8907\u6570\u306e\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u308b\u3053\u3068\u3082\u53ef\u80fd<code>jupyter<\/code>\u30b5\u30fc\u30d3\u30b9\u306e\u540d\u524d<code>container_name<\/code>\u30b3\u30f3\u30c6\u30ca\u3068\u3057\u3066\u306e\u540d\u524d<code>build<\/code>\u30d3\u30eb\u30c9\u306e\u60c5\u5831\u3002<code>context<\/code>\u306f<code>docker image build<\/code>\u306e\u3068\u304d\u306e\u6700\u5f8c\u306e&#8221;<code>.<\/code>&#8220;<code>ports<\/code>\u30db\u30b9\u30c8\u507418888\u3068\u30b3\u30f3\u30c6\u30ca\u50748888\u3092\u7e4b\u3052\u308b<code>volumes<\/code>\u30db\u30b9\u30c8\u5074\u306e<code>source<\/code>\u3092\u30b3\u30f3\u30c6\u30ca\u5074\u306e<code>target<\/code>\u306b\u30de\u30a6\u30f3\u30c8(<code>bind<\/code>)\u3059\u308b<\/div>\n<\/div>\n<h3>2. docker compose up\u3059\u308b<\/h3>\n<p>docker-compose.yml\u304c\u3042\u308b\u5834\u6240\u3067\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6253\u3064\u3060\u3051\u3002<\/p>\n<pre class=\"post-pre\"><code>docker compose up\r\n<\/code><\/pre>\n<p>\u521d\u56de\u306fdocker image build \u21d2\u3000docker container run\u76f8\u5f53\u306e\u52d5\u304d\u3092\u3057\u307e\u3059\u3002\u6b21\u304b\u3089\u306fdocker container run\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\u9577\u3044\u30b3\u30de\u30f3\u30c9\u304c\u7c21\u5358\u306b\u306a\u3063\u3066\u5b09\u3057\u3044\u3067\u3059\u3002<br \/>\ndocker-compose\u306f\u8907\u6570\u306e\u30b3\u30f3\u30c6\u30ca\u3092\u307e\u3068\u3081\u3066build\u3057\u305f\u308arun\u3057\u305f\u308a\u51fa\u6765\u308b\u3068\u3053\u308d\u304c\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002\u5b9f\u306f\u5fc5\u8981\u306a\u304b\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u5165\u9580\u3068\u3044\u3046\u3053\u3068\u3067\u3084\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n<p>\u30b3\u30f3\u30c6\u30ca\u3092\u505c\u6b62\u3055\u305b\u308b\u3068\u304d\u306fdocker-compose.yml\u304c\u3042\u308b\u5834\u6240\u3067<\/p>\n<pre class=\"post-pre\"><code><span class=\"go\">docker compose down\r\n<\/span><\/code><\/pre>\n<h1>GPU\u3092\u4f7f\u3063\u305f\u958b\u767a\u74b0\u5883\u306e\u69cb\u7bc9<\/h1>\n<p>\u66f4\u306b\u30db\u30b9\u30c8PC\u4e0a\u306eGPU\u30ea\u30bd\u30fc\u30b9\u306bDocker\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u30ab\u30b9\u30bf\u30e0\u3092\u3057\u3066\u3044\u304f\u3002<\/p>\n<p>PyTorch\u4f7f\u3046\u3002<br \/>\n\u30db\u30b9\u30c8PC\u306fWin11<\/p>\n<h2>\u30c9\u30e9\u30a4\u30d0\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>nVIDEA DEVELOPPER\u304b\u3089GPU\u306b\u3042\u3063\u305f\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u9078\u3076\u3002SD\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u3060\u3068\u601d\u3063\u3066\u3082\u3084\u3063\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002Download Type\u306f&#8221;SD&#8221;\u306b\u3057\u307e\u3057\u305f\u3002<br \/>\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001wsl\u3084DockerDesktop\uff08DockerEngine\uff09\u3092\u518d\u8d77\u52d5(\u8d77\u52d5\u3057\u3066\u3044\u305f\u3089)<\/p>\n<h2>WSL2\u306bCUDA Toolkit\u3000\u3092\u5165\u308c\u308b\u3002<\/h2>\n<p>nVIDEA CUDA Toolkit\u3092\u624b\u9806\u901a\u308a\u306b\u9032\u3081\u3066\u3044\u304f\u3002\u30b3\u30de\u30f3\u30c9\u3092\u5199\u7d4c\u3059\u308c\u3070OK\u3002WSL2\u306e\u74b0\u5883\u306f\u4f5c\u6210\u6e08\u307f\u306a\u306e\u3067\u3001&#8221;3. CUDA Support for WSL 2&#8243;\u304b\u3089\u3084\u308c\u3070\u826f\u3044\u306f\u305a\u3002<\/p>\n<p>\u52d5\u4f5c\u78ba\u8a8d\u30b3\u30de\u30f3\u30c9\u3002WSL\u4e0a\u304b\u3089GPU\u304c\u8a8d\u8b58\u3055\u308c\u3066\u308c\u3070OK\u3067\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>\/usr\/local\/cuda\/bin\/nvcc <span class=\"nt\">--version<\/span>\r\n<\/code><\/pre>\n<h2>Dockerfile\u306bpytorch\u306epip\u3092\u8ffd\u52a0<\/h2>\n<p>PyTorch\u516c\u5f0f\u3067pip\u306e\u30b3\u30de\u30f3\u30c9\u3092\u6559\u3048\u3066\u304f\u308c\u308b\u3002Windows\u3058\u3083\u306a\u304f\u3066\u3001Linux\u7248\u306e\u30b3\u30de\u30f3\u30c9\u3092\u53c2\u7167\u3057\u3066\u3001Dockerfile\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u5909\u66f4\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">FROM<\/span><span class=\"s\"> python:3.9-slim-buster<\/span>\r\n\r\n<span class=\"k\">RUN <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> <span class=\"nt\">--no-cache-dir<\/span> pip <span class=\"o\">&amp;&amp;<\/span> <span class=\"se\">\\\r\n<\/span>  pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> <span class=\"nt\">--no-cache-dir<\/span> <span class=\"se\">\\\r\n<\/span>  jupyterlab <span class=\"se\">\\\r\n<\/span>  torch <span class=\"se\">\\\r\n<\/span>  torchvision <span class=\"se\">\\\r\n<\/span>  torchaudio\r\n\r\n<span class=\"k\">CMD<\/span><span class=\"s\"> [\"jupyter\", \"lab\", \"--ip=0.0.0.0\", \"--allow-root\", \"--LabApp.token=''\"]<\/span>\r\n<\/code><\/pre>\n<h2>docker-compose.yml\u306bgpu\u306e\u5272\u308a\u5f53\u3066\u3092\u8a18\u8f09\u3059\u308b<\/h2>\n<p>deploy\u4ee5\u4e0b\u304c\u8ffd\u8a18\u3057\u305f\u90e8\u5206\u3002\uff08\u30b5\u30fc\u30d3\u30b9\u540d\u3084\u30b3\u30f3\u30c6\u30ca\u540d\u3082\u5909\u66f4\u3057\u3066\u308b\uff09<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">3.8'<\/span>\r\n\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">pytorch<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">pytorch<\/span>\r\n\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">context<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.<\/span>\r\n\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s1\">'<\/span><span class=\"s\">18888:8888'<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">bind<\/span>\r\n        <span class=\"na\">source<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/home\/user\/test\/src<\/span>\r\n        <span class=\"na\">target<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/mnt\/host_src<\/span>\r\n\r\n    <span class=\"na\">deploy<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">resources<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">reservations<\/span><span class=\"pi\">:<\/span>\r\n          <span class=\"na\">devices<\/span><span class=\"pi\">:<\/span>\r\n            <span class=\"pi\">-<\/span> <span class=\"na\">driver<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nvidia<\/span>\r\n              <span class=\"na\">count<\/span><span class=\"pi\">:<\/span> <span class=\"m\">1<\/span>\r\n              <span class=\"na\">capabilities<\/span><span class=\"pi\">:<\/span> <span class=\"pi\">[<\/span><span class=\"nv\">gpu<\/span><span class=\"pi\">]<\/span>\r\n<\/code><\/pre>\n<h2>\u30b3\u30f3\u30c6\u30ca\u3092\u7acb\u3061\u4e0a\u3052\u3066\u52d5\u4f5c\u78ba\u8a8d\u3059\u308b\u3002<\/h2>\n<h3>1. \u30b3\u30f3\u30c6\u30ca\u306e\u7acb\u3061\u4e0a\u3052\uff08\u518d\u63b2\uff09<\/h3>\n<pre class=\"post-pre\"><code>docker compose up\r\n<\/code><\/pre>\n<h3>2. \u30b3\u30f3\u30c6\u30ca\u306ejupyter\u306b\u63a5\u7d9a\u3059\u308b\u3002\uff08\u518d\u63b2\uff09<\/h3>\n<p>\u30db\u30b9\u30c8PC(Windows)\u306e\u30d6\u30e9\u30a6\u30b6\u3067localhost:18888\u306b\u30a2\u30af\u30bb\u30b9\u3002<\/p>\n<h3>3. \u9069\u5f53\u306anotebook\u3092\u4f5c\u6210\u3057\u3066\u4ee5\u4e0b\u3092\u5b9f\u884c<\/h3>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"n\">torch<\/span>\r\n<span class=\"n\">torch<\/span><span class=\"p\">.<\/span><span class=\"n\">cuda<\/span><span class=\"p\">.<\/span><span class=\"nf\">is_avalilable<\/span><span class=\"p\">()<\/span>\r\n<\/code><\/pre>\n<blockquote><p>True<\/p><\/blockquote>\n<p>\u3053\u308c\u3067Docker\u4e0a\u3067PyTorch\u3092GPU\u3067\u52d5\u304b\u3059\u6e96\u5099\u304c\u3067\u304d\u305f\uff01<\/p>\n<h1>\u53c2\u8003\u30ea\u30f3\u30af<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u5b9f\u8df5 Docker &#8211; \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u300cDocker \u3088\u304f\u308f\u304b\u3089\u306a\u3044\u300d\u3092\u7d42\u308f\u308a\u306b\u3059\u308b\u672c<\/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\">Window\u3067\u30c7\u30fc\u30bf\u5206\u6790\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u65b9\u6cd5<\/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\">Windows11 + WSL2 + Docker Desktop\u3067GPU\u74b0\u5883\u3092\u4f5c\u308b<\/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\">PyTorch\u516c\u5f0f<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">nVIDEA CUDA Toolkit<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u8ab0\u5411\u3051\u306e\u8a18\u4e8b\uff1f WSL2 + Docker\u3092\u3067JupterLab\u3092\u7528\u3044\u305fPython\u306e\u958b\u767a\u74b0\u5883\u3092\u4f5c\u308a\u305f\u3044\u3002 &#038; [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46209","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\/46209-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u8ab0\u5411\u3051\u306e\u8a18\u4e8b\uff1f WSL2 + Docker\u3092\u3067JupterLab\u3092\u7528\u3044\u305fPython\u306e\u958b\u767a\u74b0\u5883\u3092\u4f5c\u308a\u305f\u3044\u3002 &amp; [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46209-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-12T18:49:29+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T23:20:25+00:00\" \/>\n<meta name=\"author\" content=\"\u6e05, \u626c\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u626c\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46209-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46209-2\/\",\"name\":\"- Blog - Silicon 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