{"id":46539,"date":"2023-10-09T03:54:47","date_gmt":"2024-03-09T00:08:42","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46539-2\/"},"modified":"2024-05-04T03:25:40","modified_gmt":"2024-05-03T19:25:40","slug":"46539-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46539-2\/","title":{"rendered":""},"content":{"rendered":"<h1>jupyter notebook\u3067tensorflow\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b<\/h1>\n<p>\u30d5\u30a7\u30c7\u30ec\u30fc\u30c6\u30a3\u30c3\u30c9\u30e9\u30fc\u30cb\u30f3\u30b0\u3092jupyter notebook\u4e0a\u3067\u4f7f\u3044\u305f\u304b\u3063\u305f\u306e\u3067\u74b0\u5883\u69cb\u7bc9\u3057\u307e\u3057\u305f\u3002<br \/>\n\u305d\u306e\u624b\u9806\u306e\u5099\u5fd8\u9332\u3067\u3059\u3002<\/p>\n<h2>\u53c2\u8003\u306b\u3057\u305f\u30b5\u30a4\u30c8<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">FL\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb<\/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\">\u753b\u50cf\u5206\u985e\u306e\u305f\u3081\u306e\u9023\u5408\u5b66\u7fd2 \u00a0|\u00a0 TensorFlow Federated<\/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\">jupyter notebook\u306b\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Anaconda \u306e Jupyter Notebook \u3067 ModuleNotFoundError \u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c8 |<\/ul>\n<h2>\u8af8\u3005\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<ul class=\"post-ul\">tensorflow_federated\u306ftensorflow\u306e\u30d0\u30fc\u30b8\u30e7\u30f32.2.0\u4ee5\u4e0b\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u4ee5\u524d\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305ftensorflow\u95a2\u9023\u306e\u3082\u306e\u3092\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304b\u3089\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/ul>\n<pre class=\"post-pre\"><code>pip uninstall tb-nightly tensorboard tensorflow tensorflow-estimator tf-estimator-nightly tf-nightly\r\npip <span class=\"nb\">install <\/span><span class=\"nv\">tensorflow<\/span><span class=\"o\">==<\/span>2.2.0rc0 \r\n<\/code><\/pre>\n<ul class=\"post-ul\">jupyter notebook\u306e\u74b0\u5883\u69cb\u7bc9\u624b\u9806<\/ul>\n<pre class=\"post-pre\"><code>conda create <span class=\"nt\">-n<\/span> FL <span class=\"nv\">python<\/span><span class=\"o\">=<\/span>3.6\r\n<span class=\"o\">(<\/span>conda init zsh<span class=\"o\">)<\/span>  <span class=\"c\"># \u4ee5\u524d\u306fbash\u3092\u4f7f\u7528\u3057\u3066\u3044\u305f\u304czsh\u306b\u79fb\u884c\u3057\u305f\u306e\u3067\u3001init\u3057\u308d\u3068\u8868\u793a\u304c\u51fa\u305f\u306e\u3067\u3057\u305f\u304c\u3063\u305f<\/span>\r\nconda activate FL\r\nconda <span class=\"nb\">install <\/span>jupyter\r\n<span class=\"c\"># \u4e0a\u8a18\u306e\u624b\u9806\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u305f\u3089\u98db\u3070\u3057\u3066\u304f\u3060\u3055\u3044<\/span>\r\npip <span class=\"nb\">install <\/span><span class=\"nv\">tensorflow<\/span><span class=\"o\">==<\/span>2.2.0rc0\r\n<span class=\"o\">(<\/span>\u6700\u65b0\u306f2.3.1\u3060\u304cfederated\u304c\u52d5\u304f\u306e\u306f2.2.0\u4ee5\u4e0b<span class=\"o\">)<\/span>\r\n\r\njupyter notebook\r\n\r\n<span class=\"c\"># jupyter notebook\u4e0a\u3067\u5b9f\u884c<\/span>\r\n<span class=\"o\">!<\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--quiet<\/span> <span class=\"nt\">--upgrade<\/span> tensorflow_federated_nightly\r\n<span class=\"o\">!<\/span>pip <span class=\"nb\">install<\/span> <span class=\"nt\">--quiet<\/span> <span class=\"nt\">--upgrade<\/span> nest_asyncio\r\n<\/code><\/pre>\n<h2>install\u304c\u6b63\u5e38\u306b\u884c\u3048\u305f\u304b\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u51e6\u7406<\/h2>\n<pre class=\"post-pre\"><code><span class=\"kn\">import<\/span> <span class=\"nn\">nest_asyncio<\/span>\r\n<span class=\"n\">nest_asyncio<\/span><span class=\"p\">.<\/span><span class=\"nb\">apply<\/span><span class=\"p\">()<\/span>\r\n\r\n<span class=\"o\">%<\/span><span class=\"n\">load_ext<\/span> <span class=\"n\">tensorboard<\/span>\r\n\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">collections<\/span>\r\n\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">numpy<\/span> <span class=\"k\">as<\/span> <span class=\"n\">np<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">tensorflow<\/span> <span class=\"k\">as<\/span> <span class=\"n\">tf<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">tensorflow_federated<\/span> <span class=\"k\">as<\/span> <span class=\"n\">tff<\/span>\r\n\r\n<span class=\"n\">np<\/span><span class=\"p\">.<\/span><span class=\"n\">random<\/span><span class=\"p\">.<\/span><span class=\"n\">seed<\/span><span class=\"p\">(<\/span><span class=\"mi\">0<\/span><span class=\"p\">)<\/span>\r\n\r\n<span class=\"n\">tff<\/span><span class=\"p\">.<\/span><span class=\"n\">federated_computation<\/span><span class=\"p\">(<\/span><span class=\"k\">lambda<\/span><span class=\"p\">:<\/span> <span class=\"s\">'Hello, World!'<\/span><span class=\"p\">)()<\/span>\r\n<span class=\"c1\"># print(tff.federated_computation(lambda: 'Hello, World!')())\r\n<\/span>\r\n\r\n <span class=\"sa\">b<\/span><span class=\"s\">'Hello, World!'<\/span><span class=\"n\">\u304c\u8fd4\u3063\u3066\u304d\u305f\u3089\u6210\u529f\u3067\u3059<\/span>\r\n<\/code><\/pre>\n<h2>\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u9032\u3081\u3066\u305f\u3089\u30a8\u30e9\u30fc\u304c\u767a\u751f<\/h2>\n<p>tensroborad\u3092\u8aad\u307f\u8fbc\u3080\u969b\u306b\u3001Duplicate plugins\u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3002<br \/>\ntensorflow\u3092\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3067\u89e3\u6c7a\u3057\u305f\u3002<\/p>\n<pre class=\"post-pre\"><code>pip uninstall tb-nightly tensorboard tensorflow tensorflow-estimator tf-estimator-nightly tf-nightly\r\npip <span class=\"nb\">install <\/span><span class=\"nv\">tensorflow<\/span><span class=\"o\">==<\/span>2.2.0rc0 \r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>jupyter notebook\u3067tensorflow\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u3059\u308b \u30d5\u30a7\u30c7\u30ec\u30fc\u30c6\u30a3\u30c3\u30c9\u30e9\u30fc\u30cb\u30f3\u30b0\u3092jup [&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-46539","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\/46539-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"jupyter 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