{"id":46529,"date":"2023-02-01T16:24:12","date_gmt":"2023-10-27T00:26:02","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46529-2\/"},"modified":"2024-04-29T12:36:45","modified_gmt":"2024-04-29T04:36:45","slug":"46529-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46529-2\/","title":{"rendered":""},"content":{"rendered":"

Jupyter\u3067\u30b3\u30fc\u30c9\u66f8\u3044\u3066\u6a5f\u68b0\u5b66\u7fd2\u3057\u3088\u3046\u3068\u3057\u305f\u3068\u304d\u3001\u30a8\u30e9\u30fc\u5410\u3044\u3066\u3069\u30cf\u30de\u308a\u3057\u305f\u306e\u3067\u5171\u6709\u3057\u3068\u3044\u305f\u65b9\u304c\u826f\u3044\u3068\u601d\u3063\u305f\u8a71\u3067\u3059\u3002<\/p>\n

\u74b0\u5883<\/h1>\n

Anaconda+Jupyter\u3068CUDA+TensorFlowGPU+Keras\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3055\u305b\u3066\u3044\u308b\u3002CUDA\u306f10.0\u3001cuDNN\u3082\u8a72\u5f53\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6e08\u307f\u3002CPU\u7248\u306f\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3002\u3061\u3083\u3093\u3068\u52d5\u304f\u306f\u305a\u306e\u74b0\u5883\u3002\u3066\u3044\u3046\u304b\u4eca\u307e\u3067\u3061\u3083\u3093\u3068\u52d5\u3044\u3066\u305f\u3002<\/p>\n

\u72b6\u6cc1<\/h1>\n

Keras\u3067\u5b66\u7fd2\u3092\u3055\u305b\u3088\u3046\u3068\u3059\u308b\u3068\u30a8\u30e9\u30fc\u3092\u5410\u304f\u30021\u56de\u76ee\u306f\u3061\u3083\u3093\u3068\u52d5\u304f\u3002\u3067\u3082\u3001\u4ed6\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u6b62\u307e\u308b\u3002\u5834\u5408\u306b\u3088\u3063\u3066\u306f1\u56de\u76ee\u3067\u3082\u6b62\u307e\u308b\u3002PC\u518d\u8d77\u52d5\u3055\u305b\u308b\u30681\u56de\u306f\u6cbb\u308b\u3002\u3067\u30822\u56de\u76ee\u306f\u30a8\u30e9\u30fc\u3002\u3048\u3089\u30fc\u3002error\u3002
\n\u6628\u65e5\u307e\u3067\u3061\u3083\u3093\u3068\u52d5\u3044\u3066\u305f\u306e\u306b\u3002\u4f55\u3082\u3057\u3066\u306a\u3044\u306e\u306b\u58ca\u308c\u305f\u3002<\/p>\n

\u5177\u4f53\u7684\u306b\u306f\u3053\u3093\u306a\u611f\u3058\u306e\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u51fa\u3066\u52d5\u304b\u306a\u3044\u3002<\/p>\n

UnknownError: 2 root error(s) found.
\n(0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
\n[[{{node conv2d_1\/convolution}}]]
\n[[metrics\/acc\/Mean\/_193]]<\/p>\n

\u8abf\u3079\u308b<\/h1>\n

\u30a8\u30e9\u30fc\u3092\u8aad\u3080\u3068\u3001cuDNN\u306e\u521d\u671f\u5316\u306b\u5931\u6557\u3057\u3066\u308b\u3089\u3057\u3044\u3002\u30b0\u30b0\u3063\u3066\u307f\u305f\u3089\u3069\u3046\u3084\u3089cuDNN\u306ePATH\u304c\u901a\u3063\u3066\u306a\u3044\u3068\u3053\u3046\u306a\u308b\u3088\u3001\u3068\u306e\u3053\u3068\u3002
\n\u74b0\u5883\u5909\u6570\u8abf\u3079\u308b\u3002\u3061\u3083\u3093\u3068\u30d1\u30b9\u901a\u3063\u3066\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u3002Anaconda\u3054\u3068\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3082\u75c7\u72b6\u304c\u6cbb\u3089\u306a\u3044\u3002\u305d\u3082\u305d\u30821\u56de\u306f\u3061\u3083\u3093\u3068\u52d5\u304f\u306e\u304c\u6700\u9ad8\u306b\u610f\u5473\u4e0d\u660e\u3067COOL\u3002
\n\u5165\u308c\u306a\u304a\u305b\u3069\u5165\u308c\u306a\u304a\u305b\u3069\u6211\u304c\u75c7\u72b6\u6cbb\u3089\u3056\u308a\u3002<\/p>\n

\u3062\u3063\u3068\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\u3092\u898b\u308b<\/h1>\n
\"\u30bf\u30b9\u30af\u30de\u30cd\u30fc\u30b8\u30e3\"<\/div>\n

Jupyter\u7d42\u4e86\u3055\u305b\u3066\u3044\u308b\u306e\u306bPython\u30d7\u30ed\u30bb\u30b9\u304c\u751f\u304d\u3066\u305f\u3002\u3057\u304b\u3082\u3048\u3089\u3044\u91cf\u30e1\u30e2\u30ea\u78ba\u4fdd\u3057\u3066\u308b\u3002\u3053\u306e\u8fba\u3067\u306a\u306b\u304b\u304a\u304b\u3057\u3044\u3053\u3068\u306b\u6c17\u4ed8\u304f\u3002\u3082\u3057\u304b\u3057\u3066Jupyter\u3063\u3066\u7d42\u4e86\u3055\u305b\u3066\u3082\u30e1\u30e2\u30ea\u89e3\u653e\u3057\u306a\u3044\uff1f\u3044\u3084\u3044\u3084\u305d\u3093\u306a\u307e\u3055\u304b\u2026<\/p>\n

\u518d\u5ea6\u8abf\u3079\u308b<\/h1>\n

\u4f5c\u696d\u3057\u3066\u3044\u305f\u30d6\u30e9\u30a6\u30b6\u306e\u30bf\u30d6\u3092\u9589\u3058\u308b\u3060\u3051\u3067\u306f\u7d42\u4e86\u3057\u305f\u3053\u3068\u306b\u306f\u306a\u308a\u307e\u305b\u3093<\/p><\/blockquote>\n

\u305d\u306e\u307e\u3055\u304b\u3060\u3063\u305f\u3002JupyterNotebook\u306f\u30bf\u30d6\u3092\u9589\u3058\u3066\u3082\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u7d42\u4e86\u3057\u306a\u3044\u3068\u306e\u3053\u3068\u3002\u307e\u3058\u304b\u3002\u4eca\u307e\u3067\u30bf\u30d6\u3092\u9589\u3058\u3066\u7d42\u308f\u3089\u305b\u3066\u305f\u3002\u7121\u77e5\u3063\u3066\u6016\u3044\u3002
\n\u3053\u306e\u3042\u305f\u308a\u3067Jupyter\u306e\u3053\u306e\u8fba\u306e\u4ed5\u69d8\u304c\u539f\u56e0\u306a\u6c17\u304c\u3057\u3060\u3057\u3066TensorFlow\u306eGPU\u78ba\u4fdd\u306e\u4ed5\u65b9\u3082\u8abf\u3079\u308b\u3002<\/p>\n

\u305d\u3057\u3066TensorFlow\u306e\u4ed5\u69d8<\/h1>\n

TensorFlow-GPU\u306f\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3060\u3068GPU\u306e\u7a7a\u3044\u3066\u3044\u308b\u9818\u57df\u3092\u3059\u3079\u3066\u78ba\u4fdd\u3057\u3088\u3046\u3068\u3059\u308b\u3002\u3059\u3079\u3066\u3067\u3059\u3002ALL\u3002
\n\u3064\u307e\u308a\u3001TensorFlow-GPU\u3092\u4f7f\u3063\u305f\u6a5f\u68b0\u5b66\u7fd2\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u8907\u6570\u540c\u6642\u306b\u8d70\u3089\u305b\u308b\u30681\u3064\u3081\u306f\u666e\u901a\u306b\u901a\u308b\u3051\u30692\u3064\u3081\u306fGPU\u3092\u78ba\u4fdd\u3067\u304d\u306a\u3044\u306e\u3067\u521d\u671f\u5316\u306b\u5931\u6557\u3059\u308b\u3002\u3053\u308c\u304ccuDNN failed to initialize\u306e\u6b63\u4f53\u3002
\n\u305d\u3057\u3066Jupyter\u3092\u30bf\u30d6\u9589\u3058\u3067\u7d42\u308f\u3089\u305b\u308b\u3068GPU\u3092\u78ba\u4fdd\u3057\u305f\u307e\u307e\u30be\u30f3\u30d3\u5316\u3059\u308b\u3002\u305d\u306e\u5f8cJupyter\u3092\u7acb\u3061\u4e0a\u3052\u76f4\u3057\u3066\u3082GPU\u306f\u30be\u30f3\u30d3\u5316\u3057\u305f\u30b3\u30fc\u30c9\u306b\u5c02\u6709\u3055\u308c\u305f\u307e\u307e\u306a\u306e\u3067\u3053\u308c\u3082\u521d\u671f\u5316\u5931\u6557\u3059\u308b\u3002\u3053\u308c\u304c1\u56de\u76ee\u3067\u3082\u5b66\u7fd2\u5931\u6557\u3059\u308b\u75c7\u72b6\u306e\u6b63\u4f53\u3002
\n\u8a66\u3057\u306b1\u3064\u3081\u306e\u30b3\u30fc\u30c9\u3092\u8d70\u3089\u305b\u305f\u3042\u3068\u3001Jupyter\u4e0a\u3067\u30b3\u30fc\u30c9\u3092\u505c\u6b62\u3055\u305b\u3066\u304b\u30892\u3064\u3081\u3092\u8d70\u3089\u305b\u308b\u3068\u3001\u666e\u901a\u306b\u52d5\u3044\u305f\u3002CUDA\u3082cuDNN\u3082Anaconda\u3082\u60aa\u304f\u306a\u3044\u3002\u60aa\u3044\u306e\u306fGPU\u3092\u3072\u3068\u308a\u5360\u3081\u3057\u3088\u3046\u3068\u3059\u308bTensorFlow\u3068\u30bf\u30d6\u3092\u6d88\u3057\u305f\u3089\u30be\u30f3\u30d3\u5316\u3059\u308bJupyter\u3084\u3063\u305f\u3093\u3084\u3002<\/p>\n

\u7d50\u8ad6<\/h1>\n

\u30b3\u30fc\u30c9\u306f\u5b9f\u884c\u304c\u7d42\u308f\u3063\u305f\u3089\u3061\u3083\u3093\u3068\u505c\u6b62\u3055\u305b\u307e\u3057\u3087\u3046\u3002Jupyter\u3092\u7d42\u4e86\u3055\u305b\u308b\u3068\u304d\u306f\u3061\u3083\u3093\u3068Quite\u3067\u7d42\u308f\u3089\u305b\u307e\u3057\u3087\u3046\u3002TensorFlow\u304c\u78ba\u4fdd\u3059\u308b\u30e1\u30e2\u30ea\u91cf\u3092\u5236\u9650\u3059\u308b\u3084\u308a\u65b9\u3082\u6709\u52b9\u3067\u3059\u3002\u3084\u308a\u65b9\u306f\u4ee5\u4e0b\u306e\u8a18\u4e8b\u304c\u5206\u304b\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u304a\u308f\u308a\u3002<\/p>\n

    tensorflow2.0 + keras\u3067GPU\u30e1\u30e2\u30ea\u306e\u4f7f\u7528\u91cf\u3092\u6291\u3048\u308b\u65b9\u6cd5<\/ul>\n

    \u53c2\u8003\u6587\u732e<\/h1>\n
      \n
    • \n
        jupyter notebook\u4e0a\u3067keras+tensorflow-gpu\u3067\u5b66\u7fd2\u3059\u308b\u3068GPU\u30e1\u30e2\u30ea\u304c\u958b\u653e\u3055\u308c\u306a\u304f\u3066\u56f0\u3063\u3066\u308b<\/ul>\n<\/li>\n<\/ul>\n

         <\/p>\n

          JupyterNotebook\u3067GPU\u306e\u30e1\u30e2\u30ea\u3092\u89e3\u653e\u3059\u308b\u65b9\u6cd5-Windows\u7de8<\/ul>\n","protected":false},"excerpt":{"rendered":"

          Jupyter\u3067\u30b3\u30fc\u30c9\u66f8\u3044\u3066\u6a5f\u68b0\u5b66\u7fd2\u3057\u3088\u3046\u3068\u3057\u305f\u3068\u304d\u3001\u30a8\u30e9\u30fc\u5410\u3044\u3066\u3069\u30cf\u30de\u308a\u3057\u305f\u306e\u3067\u5171\u6709\u3057\u3068\u3044\u305f\u65b9\u304c\u826f\u3044\u3068\u601d\u3063\u305f […]<\/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-46529","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- 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\/46529-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"Jupyter\u3067\u30b3\u30fc\u30c9\u66f8\u3044\u3066\u6a5f\u68b0\u5b66\u7fd2\u3057\u3088\u3046\u3068\u3057\u305f\u3068\u304d\u3001\u30a8\u30e9\u30fc\u5410\u3044\u3066\u3069\u30cf\u30de\u308a\u3057\u305f\u306e\u3067\u5171\u6709\u3057\u3068\u3044\u305f\u65b9\u304c\u826f\u3044\u3068\u601d\u3063\u305f […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46529-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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