{"id":46050,"date":"2023-12-04T10:46:15","date_gmt":"2022-11-20T08:12:34","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46050-2\/"},"modified":"2024-05-04T12:06:03","modified_gmt":"2024-05-04T04:06:03","slug":"46050-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46050-2\/","title":{"rendered":""},"content":{"rendered":"<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u5e03\u6559\u7528\u30e1\u30e2\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30eb\u30ea\u30bd\u30fc\u30b9\u5b9f\u884c\u3060\u3068PC\u304c\u3064\u3089\u3044\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u74b0\u5883\u3092\u5206\u96e2\u3057\u305f\u3044\u4eba\u5411\u3051\u3067\u3059\u3002<br \/>\n\u5b66\u7fd2\u30b3\u30d4\u30da\u7528\u306b\u5148\u982d\u306e$\u8868\u8a18\u306f\u5916\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u518d\u69cb\u7bc9\u306e\u624b\u9593(Docker\u4e0a\u3067\u306f\u306a\u3044\u3051\u3069\u69cb\u7bc9\u5931\u6557\u3057\u3066\u3082\u6c17\u8efd\u306b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u3064\u3076\u305b\u308b)\u3068\u4fa1\u683c\u3092\u91cd\u8996\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u884c\u901f\u5ea6\u91cd\u8996\u3001GPU\u3092\u3076\u3093\u56de\u3057\u305f\u3044\u5834\u5408\u306f\u5225\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2>\u624b\u9806<\/h2>\n<h3>Amazon EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u8ffd\u52a0<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/ap-northeast-1.console.aws.amazon.com\/ec2\/v2\/home?region=ap-northeast-1#LaunchInstanceWizard<\/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\">Ubuntu\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u9078\u629e\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\">\u300c\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u300d\u3067\u30dd\u30fc\u30c8\u3092\u3044\u3044\u611f\u3058\u306b\u3042\u3051\u3066\u304a\u304f\u3002\u7d30\u304b\u304f\u306f\u7701\u7565\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>ssh: 22<br \/>\nJupyter: 8888<\/p>\n<p>AWS\u672a\u5951\u7d04\u306e\u4eba\u306ft2.micro\u3092\u4f7f\u3048\u3070(\u305f\u3076\u3093)\u65b0\u898f\u5951\u7d04\u304b\u30891\u5e74\u9593\u306f\u7121\u6599\u3002<br \/>\n\u4f5c\u6210\u5f8c\u3001\u30d1\u30d6\u30ea\u30c3\u30afDNS(ec2-xxxxxxxxxx.ap-northeast-1.compute.amazonaws.com)\u306f\u30b3\u30d4\u30fc\u3057\u3066\u30c6\u30ad\u30b9\u30c8\u30a8\u30c7\u30a3\u30bf\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u304a\u304f<\/p>\n<h3>ssh\u30ed\u30b0\u30a4\u30f3<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nb\">chmod <\/span>600 xxxxxxxxxx.pem\r\nssh <span class=\"nt\">-v<\/span> <span class=\"nt\">-i<\/span> xxxxxxxxxx.pem ubuntu@ec2-xxxxxxxxxx.ap-northeast-1.compute.amazonaws.com\r\n<\/code><\/pre>\n<h3>\u30d1\u30c3\u30b1\u30fc\u30b8\u66f4\u65b0<\/h3>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>apt-get update <span class=\"o\">&amp;&amp;<\/span> <span class=\"nb\">sudo <\/span>apt-get <span class=\"nt\">-y<\/span> upgrade\r\n<\/code><\/pre>\n<h3>Python\u6e96\u5099<\/h3>\n<h4>pip\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> python-pip python-dev\r\n<span class=\"nb\">sudo <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">-U<\/span> pip\r\n<\/code><\/pre>\n<h3>\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea + TensorFlow<\/h3>\n<h4>\u3088\u304f\u4f7f\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n<p>\u4ee5\u4e0b\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u308b\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>numpy: \u884c\u5217\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>scipy: \u79d1\u5b66\u8a08\u7b97\u30e9\u30a4\u30d6\u30e9\u30ea<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>pandas: \u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30e9\u30a4\u30d6\u30e9\u30ea<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>matplotlib: \u30b0\u30e9\u30d5\u63cf\u753b\u30e9\u30a4\u30d6\u30e9\u30ea<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>Pillow: \u753b\u50cf\u51e6\u7406\u30e9\u30a4\u30d6\u30e9\u30ea<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>scikit-learn: \u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>google-api-python-client: Google API Client for Python<\/ol>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>apt-get <span class=\"nb\">install<\/span> <span class=\"nt\">-y<\/span> libpq-dev python-matplotlib gfortran\r\n<span class=\"nb\">sudo <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> pip\r\n<span class=\"nb\">sudo <\/span>pip <span class=\"nb\">install <\/span>numpy scipy pandas matplotlib Pillow scikit-learn\r\n<span class=\"nb\">sudo <\/span>pip <span class=\"nb\">install <\/span>google-api-python-client\r\n<\/code><\/pre>\n<h4>TensorFlow\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n<p>2016\/09\/01\u6642\u70b9\u3067\u306e\u6700\u65b0\u7248\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<br \/>\n\u6700\u65b0\u7248\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--upgrade<\/span> https:\/\/storage.googleapis.com\/tensorflow\/linux\/cpu\/tensorflow-0.10.0rc0-cp27-none-linux_x86_64.whl\r\n<\/code><\/pre>\n<h3>Jupyter<\/h3>\n<h4>Jupyter\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n<pre class=\"post-pre\"><code><span class=\"nb\">sudo <\/span>pip <span class=\"nb\">install <\/span>jupyter\r\n<\/code><\/pre>\n<h4>Jupyter config\u5909\u66f4(\u30dd\u30fc\u30c8\u8a2d\u5b9a\u306a\u3069)<\/h4>\n<pre class=\"post-pre\"><code>jupyter notebook <span class=\"nt\">--generate-config<\/span> <span class=\"o\">&amp;&amp;<\/span> ipython profile create\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"c = get_config()\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/home\/ubuntu\/.jupyter\/jupyter_notebook_config.py\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.ip = '*'\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/home\/ubuntu\/.jupyter\/jupyter_notebook_config.py\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.open_browser = False\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/home\/ubuntu\/.jupyter\/jupyter_notebook_config.py\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.port = 8888\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/home\/ubuntu\/.jupyter\/jupyter_notebook_config.py\r\n<span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.InteractiveShellApp.matplotlib = 'inline'\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/home\/ubuntu\/.ipython\/profile_default\/ipython_kernel_config.py\r\n<\/code><\/pre>\n<h4>Jupyter\u306e\u30ed\u30b0\u30a4\u30f3\u30d1\u30b9\u30ef\u30fc\u30c9\u8a2d\u5b9a<\/h4>\n<p>\u30ed\u30b0\u30a4\u30f3\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u767b\u9332\u3002\u767b\u9332\u5b8c\u4e86\u5f8c\u306b\u8868\u793a\u3055\u308c\u308bsha1\u3092\u30b3\u30d4\u30fc\u3057\u3066\u304a\u304f\u3002<\/p>\n<pre class=\"post-pre\"><code>python <span class=\"nt\">-c<\/span> <span class=\"s1\">'import IPython;print(IPython.lib.passwd())'<\/span>\r\n<\/code><\/pre>\n<p>\u30b3\u30d4\u30fc\u3057\u305fsha1\u3092config\u306b\u8ffd\u52a0\u3059\u308b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nb\">echo<\/span> <span class=\"s2\">\"c.NotebookApp.password = 'sha1:xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx'\"<\/span> <span class=\"o\">&gt;&gt;<\/span> \/home\/ubuntu\/.jupyter\/jupyter_notebook_config.py\r\n<\/code><\/pre>\n<h4>Jupyter\u8d77\u52d5<\/h4>\n<p>jupyter notebook<br \/>\n\u3067\u8d77\u52d5\u3059\u308b\u3068http:\/\/ec2-x-x-x-x.ap-northeast-1.compute.amazonaws.com:8888\/\u3067\u30ed\u30b0\u30a4\u30f3\u53ef\u80fd\u3002<br \/>\nEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u8d77\u52d5\u3068\u540c\u6642\u306b\u8d77\u52d5\u3057\u305f\u3044\u5834\u5408\u306f\/etc\/rc.local\u306b\u8d77\u52d5\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u767b\u9332\u3057\u3066\u304a\u304f\u3002<\/p>\n<h3>Jupyter\u52d5\u4f5c\u78ba\u8a8d<\/h3>\n<p>\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u30ed\u30b0\u30a4\u30f3\u3001TensorFlow\u306eHello, World\u30b5\u30f3\u30d7\u30eb\u306742\u304c\u8868\u793a\u3055\u308c\u308c\u3070OK<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">tensorflow<\/span> <span class=\"k\">as<\/span> <span class=\"n\">tf<\/span>\r\n\r\n<span class=\"n\">hello<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tf<\/span><span class=\"p\">.<\/span><span class=\"n\">constant<\/span><span class=\"p\">(<\/span><span class=\"s\">\"Hello, TensorFlow!\"<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">sess<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tf<\/span><span class=\"p\">.<\/span><span class=\"n\">Session<\/span><span class=\"p\">()<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">sess<\/span><span class=\"p\">.<\/span><span class=\"n\">run<\/span><span class=\"p\">(<\/span><span class=\"n\">hello<\/span><span class=\"p\">))<\/span>\r\n\r\n<span class=\"n\">a<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tf<\/span><span class=\"p\">.<\/span><span class=\"n\">constant<\/span><span class=\"p\">(<\/span><span class=\"mi\">10<\/span><span class=\"p\">)<\/span>\r\n<span class=\"n\">b<\/span> <span class=\"o\">=<\/span> <span class=\"n\">tf<\/span><span class=\"p\">.<\/span><span class=\"n\">constant<\/span><span class=\"p\">(<\/span><span class=\"mi\">32<\/span><span class=\"p\">)<\/span>\r\n<span class=\"k\">print<\/span><span class=\"p\">(<\/span><span class=\"n\">sess<\/span><span class=\"p\">.<\/span><span class=\"n\">run<\/span><span class=\"p\">(<\/span><span class=\"n\">a<\/span> <span class=\"o\">+<\/span> <span class=\"n\">b<\/span><span class=\"p\">))<\/span>\r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u306f\u3058\u3081\u306b \u5e03\u6559\u7528\u30e1\u30e2\u3067\u3059\u3002\u30ed\u30fc\u30ab\u30eb\u30ea\u30bd\u30fc\u30b9\u5b9f\u884c\u3060\u3068PC\u304c\u3064\u3089\u3044\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u74b0\u5883\u3092\u5206\u96e2\u3057\u305f\u3044\u4eba\u5411\u3051\u3067\u3059\u3002 \u5b66\u7fd2 [&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-46050","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium 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property=\"article:published_time\" content=\"2022-11-20T08:12:34+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-04T04:06:03+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=\"1 \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\/46050-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46050-2\/\",\"name\":\"- Blog - Silicon 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