{"id":46247,"date":"2023-09-06T16:50:33","date_gmt":"2023-09-16T16:34:33","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46247-2\/"},"modified":"2024-04-30T21:45:52","modified_gmt":"2024-04-30T13:45:52","slug":"46247-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46247-2\/","title":{"rendered":""},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h1>\n

\u672c\u8a18\u4e8b\u306f\u3001Oralcle Cloud\u3067NVIDIA\u306eGPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u624b\u9806\u306b\u3064\u3044\u3066\u306e\u8a18\u4e8b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u6a5f\u68b0\u5b66\u7fd2\u3067\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u5834\u5408\u306b\u5fc5\u8981\u306aGPU\u3067\u3059\u304c\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u74b0\u5883\u69cb\u7bc9\u3092\u884c\u3046\u5834\u5408\u3001\u81ea\u524d\u3067Ubuntu\u306bNVIDIA\u306e\u30c9\u30e9\u30a4\u30d0\u3001CUDA\u3001cuDNN\u7b49\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3068\u3001\u5404\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u63d0\u4f9b\u3059\u308b\u30de\u30b7\u30f3\u30a4\u30e1\u30fc\u30b8\u3092\u5229\u7528\u65b9\u6cd5\u306e\u4e8c\u3064\u306b\u5927\u5225\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u81ea\u524d\u3067Ubuntu\u306bNVIDIA\u306e\u30c9\u30e9\u30a4\u30d0\u7b49\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5834\u5408\u306f\u3001\u81ea\u5206\u3067\u74b0\u5883\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u521d\u3081\u3066\u306e\u5834\u5408\u306f\u6642\u9593\u304c\u304b\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u3002\u9006\u306b\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u63d0\u4f9b\u3059\u308b\u30de\u30b7\u30f3\u30a4\u30e1\u30fc\u30b8\u3092\u5229\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3060\u3051\u3067\u3001\u3044\u304d\u306a\u308aGPU\u304c\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u4f46\u3057\u3001GPU\u306b\u306a\u308b\u306e\u3067\u3001\u666e\u901a\u306e\u30b5\u30fc\u30d0\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u6bd4\u3079\u308b\u3068\u6599\u91d1\u304c\u9ad8\u984d\u306b\u306a\u308b\u306e\u3067\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001Oralcle Cloud\u306eNVIDIA\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u4f8b\u306b\u8a18\u8f09\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

NVIDIA<\/h2>\n

Oracle Cloud\u3067\u306f\u3001NVIDIA GPU Cloud Image\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5c0e\u5165\u6642\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u7701\u7565\u3057\u3001\u6700\u9069\u5316\u3055\u308c\u305f\u74b0\u5883\u3067\u6a5f\u68b0\u5b66\u7fd2\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306e\u5b9f\u884c\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4f5c\u6210<\/h3>\n

\u30b3\u30f3\u30bd\u30fc\u30eb\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u3001\u300c\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u300d-\u300c\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u300d\u3092\u9078\u629e\u3057\u3001\u300c\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n

\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30fb\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u4f5c\u6210\u30a6\u30a3\u30f3\u30c9\u30a6\u3067\u3001\u300c\u30a4\u30e1\u30fc\u30b8\u30fb\u30bd\u30fc\u30b9\u306e\u9078\u629e\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001\u753b\u9762\u4e0a\u90e8\u306e\u300cOracle\u30a4\u30e1\u30fc\u30b8\u300d\u3092\u9078\u629e\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u540d\u304b\u3089\u3001NVIDIA GPU Cloud Image Machine Image\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u307e\u3059\u3002<\/p>\n

\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

\u753b\u9762\u4e0b\u90e8\u306b\u3082\u30c1\u30a7\u30c3\u30af\u3082\u5165\u308c\u307e\u3059\u3002\u306a\u304a\u3001NVIDIA GPU Cloud Image Machine Image\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u5bfe\u3059\u308b\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u91d1\u306f\u767a\u751f\u3057\u307e\u305b\u3093\u3002\uff08Oracle\u306b\u78ba\u8a8d\uff09<\/p>\n

\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

NVIDIA GPU Cloud Image Machine Image\u304c\u9078\u629e\u3055\u308c\u307e\u3059\u3002<\/p>\n

\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

\u6b21\u306b\u300c\u30b7\u30a7\u30a4\u30d7\u306e\u5909\u66f4\u300d\u3067\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5272\u308a\u5f53\u3066\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n

\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/div>\n

\u3042\u3068\u306f\u3001\u4efb\u610f\u3067\u4ed6\u306e\u9805\u76ee\u3092\u5165\u529b\u3057\u3001\u6700\u5f8c\u306b\u300c\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u304c\u884c\u308f\u308c\u307e\u3059\u3002<\/p>\n

Oralcle Cloud\u306e\u7559\u610f\u4e8b\u9805\u3068\u3057\u3066\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u5b58\u5728\u3059\u308b\u9650\u308a\u3001GPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u6599\u91d1\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001GPU\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u4f7f\u7528\u5f8c\u306f\u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u7d42\u4e86\u3092\u5fd8\u308c\u306a\u3044\u69d8\u306b\u3057\u307e\u3059\u3002<\/p>\n

\u306a\u304a\u3001\u30d6\u30fc\u30c8\u30c7\u30a3\u30b9\u30af\u3092\u524a\u9664\u3057\u306a\u3044\u3053\u3068\u3067\u3001\u5b8c\u5168\u306b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u524a\u9664\u305b\u305a\u306b\u8d77\u52d5\u30fb\u505c\u6b62\u306b\u8fd1\u3044\u64cd\u4f5c\u304c\u884c\u3048\u307e\u3059\u304c\u3001\u307e\u305f\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f5c\u6210\u3057\u3066\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u52dd\u624b\u306f\u3088\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n

\u305d\u306e\u4ed6\u74b0\u5883\u69cb\u7bc9<\/h3>\n

\u6a5f\u68b0\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u305d\u306e\u4ed6\u74b0\u5883\u69cb\u7bc9\u306e\u4f8b\u306b\u3064\u3044\u3066\u8a18\u8f09\u3057\u307e\u3059\u3002<\/p>\n

Python<\/h4>\n

\u81ea\u52d5\u7684\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308bPython\u306f3.5\u7cfb\u306e\u305f\u3081\u3001Python\u306f3.6\u7cfb\u4ee5\u964d\u3092\u4f7f\u7528\u3057\u305f\u3044\u5834\u5408\u3001\u5225\u9014\u3001\u30d0\u30a4\u30ca\u30ea\u304b\u3089\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n

\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h4>\n
    \n
  • \n
      pip\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/ul>\n<\/li>\n<\/ul>\n

       <\/p>\n

        \n
      • \n
          $ sudo apt install python3-pip<\/ul>\n<\/li>\n<\/ul>\n

          tensorflow-gpu\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb
          \n$ pip3 install tensorflow-gpu<\/p>\n

          keras\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb
          \n$ pip3 install keras<\/p>\n

          jupyter\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb
          \n$ pip3 install jupyter<\/p>\n

          jupyter notebook<\/h4>\n

          jupyter notebook\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001\u5916\u90e8\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3057\u305f\u3044\u5834\u5408\u306f\u3001jupyter notebook\u8d77\u52d5\u6642\u306b\u30d1\u30d6\u30ea\u30c3\u30afIP\u30a2\u30c9\u30ec\u30b9\u306b\u7d10\u4ed8\u304f\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8IP\u30a2\u30c9\u30ec\u30b9\u3092\u6307\u5b9a\u3057\u3066\u3001\u8d77\u52d5\u3059\u308b\u304b\u3001SSH\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001\u5916\u90e8\u304b\u3089jupyter notebook\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n

          \uff08\u203b\uff09jupyter notebook\u306b\u5916\u90e8\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u5834\u5408\u306f\u3001\u4efb\u610f\u306e\u30b3\u30fc\u30c9\u304c\u5b9f\u884c\u3067\u304d\u3066\u3057\u307e\u3046\u306e\u3067\u3001\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046<\/p>\n

          \u53c2\u8003\u3068\u3057\u3066\u3001\u5916\u90e8\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5834\u5408\u306e\u8a2d\u5b9a\u624b\u9806\u306b\u3064\u3044\u3066\u8a18\u8f09\u3057\u307e\u3059\u3002<\/p>\n

            \n
          • \n
              \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001jupyter_notebook_config.py\u3092\u751f\u6210<\/ul>\n<\/li>\n<\/ul>\n

               <\/p>\n

                \n
              • \n
                  $ jupyter notebook –generate-config<\/ul>\n<\/li>\n<\/ul>\n

                  \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001jupyter_notebook_config.py\u304c\u751f\u6210\u3055\u308c\u305f\u3053\u3068\u3092\u78ba\u8a8d
                  \n$ ls -l \/home\/ubuntu\/.jupyter\/jupyter_notebook_config.py<\/p>\n

                  \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001jupyter_notebook_config.py\u3092\u7de8\u96c6
                  \n$ vi \/home\/ubuntu\/.jupyter\/jupyter_notebook_config.py<\/p>\n

                  # \u5909\u66f4\u524d\r\n#c.NotebookApp.ip = 'localhost'\r\n\r\n# \u5909\u66f4\u5f8c\r\nc.NotebookApp.ip = '0.0.0.0'\r\n<\/code><\/pre>\n
                    \n
                  • \n
                      \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001jupyter\u3092\u8d77\u52d5<\/ul>\n<\/li>\n<\/ul>\n
                       <\/p>\n
                        $ jupyter-notebook –ip=\uff1c\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8IP\u30a2\u30c9\u30ec\u30b9\uff1e<\/ul>\n
                        \u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c7\u30a3\u30f3\u30b0\u3059\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u5f8c\u3001\u30d6\u30e9\u30a6\u30b6\u3092\u8d77\u52d5\u3057\u3001http:\/\/localhoot:8888\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n
                        $ ssh -f -N -L 8888\uff08\u203b\uff09:localhost:8888 ubuntu@\uff1c\u30b5\u30fc\u30d0\u306e\u30d1\u30d6\u30ea\u30c3\u30afIP\u30a2\u30c9\u30ec\u30b9\uff1e -i \uff1c\u79d8\u5bc6\u9375\u30d1\u30b9\uff1e<\/p>\n
                        \uff08\u203b\uff09\u30ed\u30fc\u30ab\u30eb\u5074\u306a\u306e\u3067\u4efb\u610f\u306e\u30dd\u30fc\u30c8\u756a\u53f7\u3092\u6307\u5b9a\u53ef\u80fd\uff08\u672c\u8a18\u4e8b\u3067\u306f\u4f8b\u3068\u3057\u30668888\u3092\u6307\u5b9a\uff09<\/p>\n
                        \u52d5\u4f5c\u78ba\u8a8d<\/h4>\n
                        GPU\u304c\u5b9f\u969b\u306b\u52d5\u3044\u3066\u3044\u308b\u304b\u306f\u3001TensorFlow\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306a\u3069\u3067\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3092\u52d5\u304b\u3057\u306a\u304c\u3089\u3001GPU\u306e\u52d5\u304d\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u898b\u308c\u3070\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n
                        \u304a\u308f\u308a\u306b<\/h1>\n
                        \u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u304c\u63d0\u4f9b\u3059\u308b\u30de\u30b7\u30f3\u30a4\u30e1\u30fc\u30b8\u306f\u4fbf\u5229\u3067\u3059\u304c\u3001GPU\u4f7f\u7528\u6599\u306f\u5b89\u304f\u306f\u306a\u304f\u3001\u7c21\u5358\u306b\u691c\u8a3c\u3082\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u3053\u308c\u304b\u3089\u3082\u3063\u3068\u4f7f\u3044\u3084\u3059\u304f\u306a\u308b\u3053\u3068\u3092\u671f\u5f85\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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