{"id":609,"date":"2018-06-03T17:08:09","date_gmt":"2018-06-03T08:08:09","guid":{"rendered":"http:\/\/lizefieldwp.azurewebsites.net\/?p=609"},"modified":"2018-06-03T17:08:09","modified_gmt":"2018-06-03T08:08:09","slug":"windows10surface-book-2%e3%81%a7anacondatensorflowgpukeras%e3%82%92%e4%bd%bf%e3%81%86","status":"publish","type":"post","link":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/2018\/06\/03\/windows10surface-book-2%e3%81%a7anacondatensorflowgpukeras%e3%82%92%e4%bd%bf%e3%81%86\/","title":{"rendered":"Windows10(Surface Book 2)\u3067Anaconda+TensorFlow(GPU)+Keras\u3092\u4f7f\u3046"},"content":{"rendered":"<p>\u4ee5\u4e0b\u306e\u74b0\u5883\u306e\u69cb\u7bc9\u30e1\u30e2\u3002Surface Book 2\u306e\u300cNVIDIA GeForce GTX 1050\u300d\u304c\u8a8d\u8b58\u305b\u305a\u306b\u300cIntel(R) UHD Graphics 620\u300d\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u30bf\u30d6\u30ec\u30c3\u30c8\u306e\u5207\u308a\u96e2\u3057\u30fb\u518d\u63a5\u7d9a\u3084\u30d5\u30a1\u30fc\u30e0\u30a6\u30a7\u30a2\u66f4\u65b0\u306a\u3069\u3059\u308b\u5fc5\u8981\u304c\u3042\u3063\u305f\u3002<\/p>\n<p>Windows 10<br \/>\nAnaconda 5.2<br \/>\nPython 3.6.4<br \/>\nTensorFrow(GPU) 1.8.0<br \/>\nKeras 2.1.6<br \/>\nCUDA 9.2<br \/>\ncuDNN 7.1.4<\/p>\n<p><!--more--><\/p>\n<p>2018\/6\/3\u6642\u70b9\u3060\u3068<a href=\"https:\/\/www.tensorflow.org\/install\/install_windows\" target=\"_blank\" rel=\"noopener\">TensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30ac\u30a4\u30c9<\/a>\u306b\u3042\u308b<code>pip install --ignore-installed --upgrade tensorflow-gpu<\/code>\u3067\u306fCUDA 5.0\u3067\u306a\u3044\u3068\u52d5\u306a\u3044\uff08tensorflow\u3092import\u3059\u308b\u969b\u306bImportError: Could not find &#8216;cudart64_90.dll&#8217;\u3068\u30a8\u30e9\u30fc\u306b\u306a\u308b\uff09<\/p>\n<h2>\uff11\uff0eAnaconda\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p><a href=\"https:\/\/www.anaconda.com\/\" target=\"_blank\" rel=\"noopener\">Anaconda HP<\/a>\u306e\u300cDownload\u300d\uff0d\u300cPython 3.6 version\u300d\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/p>\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u78ba\u8a8d\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\nc:\\&gt;python -V\r\nPython 3.6.5 :: Anaconda, Inc.\r\n<\/pre>\n<h2>\uff12\uff0ePython\u4eee\u60f3\u74b0\u5883\u306e\u4f5c\u6210<\/h2>\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9f\u884c\u3002<\/p>\n<p>\u66f4\u65b0\u3057\u3066\u304a\u304f\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\nc:\\&gt;python -m pip install --upgrade pip\r\nc:\\&gt;conda update -n base conda\r\nc:\\&gt;conda update -n base --all\r\n<\/pre>\n<p>\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u6210\uff08\u4eee\u60f3\u74b0\u5883\u306e\u540d\u524d\u3092\u300ctensorflow\u300d\u3068\u3057\u3066\u304a\u304f\uff09\u3059\u308b\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\nc:\\&gt;conda create -n tensorflow pip python=3.6\r\n<\/pre>\n<p>\u4eee\u60f3\u74b0\u5883\u306b\u5165\u308b\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\nc:\\&gt;activate tensorflow\r\n(tensorflow) c:\\&gt;\r\n<\/pre>\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u524d\u306b\u4eee\u60f3\u74b0\u5883\u540d\u304c\u8868\u793a\u3055\u308c\u308b\u3002<\/p>\n<p>\u4eee\u60f3\u74b0\u5883\u304b\u3089\u629c\u3051\u308b\u306b\u306f<code>deactivate<\/code>\u30b3\u30de\u30f3\u30c9\u3002<\/p>\n<h2>\uff13\uff0eCUDA\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p><a href=\"https:\/\/developer.nvidia.com\/cuda-toolkit\" target=\"_blank\" rel=\"noopener\">NVIDIA CUDA<\/a>\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3002<\/p>\n<h2>\uff14\uff0ecuDNN\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p><a href=\"https:\/\/developer.nvidia.com\/cudnn\" target=\"_blank\" rel=\"noopener\">NVIDIA cuDNN<\/a>\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3002\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u306b\u306f\u30e6\u30fc\u30b6\u767b\u9332\u304c\u5fc5\u8981\u3002<\/p>\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30d5\u30a1\u30a4\u30eb\u3092\u5c55\u958b\u3057\u3001\u4ee5\u4e0b\u306e\u65b0\u3057\u3044\u74b0\u5883\u5909\u6570\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/p>\n<p>\u5909\u6570\u540d\uff1aCUDNN_PATH<br \/>\n\u5909\u6570\u5024\uff1a\uff08\u5c55\u958b\u5148\uff09\\cudnn-9.2-v7.1\\cuda<\/p>\n<p>\u307e\u305f\u3001\u74b0\u5883\u5909\u6570\u300c<strong>Path<\/strong>\u300d\u306b\u300c<strong>%CUDNN_PATH%\\bin<\/strong>\u300d\u3092\u8ffd\u52a0\u3059\u308b\u3002<\/p>\n<h2>\uff15\uff0eTensorFlow\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>\u901a\u5e38\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3060\u3068CUDA5.0\u3057\u304b\u4f7f\u3048\u306a\u3044\u305f\u3081\u3001CUDA5.2\u306ewheel\u3092GitHub\u3067\u516c\u958b\u3057\u3066\u304f\u308c\u3066\u3044\u308b\u65b9\u304c\u3044\u308b\u306e\u3067\u3042\u308a\u304c\u305f\u304f\u4f7f\u308f\u305b\u3066\u3082\u3089\u3046\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/fo40225\/tensorflow-windows-wheel\/tree\/master\/1.8.0\/py36\/GPU\/cuda92cudnn71sse2\" target=\"_blank\" rel=\"noopener\">GitHub<\/a>\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3002<\/p>\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9f\u884c\u3002\uff08\u30ab\u30ec\u30f3\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306f\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a9\u30eb\u30c0\u3068\u306a\u3063\u3066\u3044\u308b\u3053\u3068\uff09<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\n(tensorflow) c:\\&gt;pip install -U wheel\r\n(tensorflow) c:\\&gt;pip install tensorflow_gpu-1.8.0-cp36-cp36m-win_amd64.whl\r\n<\/pre>\n<h2>\u00a0\uff16\uff0eKeras\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9f\u884c\u3002<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\n(tensorflow) c:\\&gt;pip install keras\r\n<\/pre>\n<h2>\uff17\uff0e\u52d5\u4f5c\u78ba\u8a8d<\/h2>\n<p><a href=\"https:\/\/github.com\/keras-team\/keras\" target=\"_blank\" rel=\"noopener\">GitHub<\/a>\u304b\u3089clone\u3059\u308b\u3002<\/p>\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u5b9f\u884c\u3002\uff08\u30ab\u30ec\u30f3\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306fclone\u3057\u305f\u4e2d\u306eexamples\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\uff09<\/p>\n<pre class=\"brush: plain; title: ; notranslate\" title=\"\">\r\n(tensorflow) c:\\&gt;python mnist_mlp.py\r\n<\/pre>\n<p>\u30a8\u30e9\u30fc\u304c\u51fa\u306a\u3051\u308c\u3070\u74b0\u5883\u69cb\u7bc9\u306f\u5b8c\u4e86\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ee5\u4e0b\u306e\u74b0\u5883\u306e\u69cb\u7bc9\u30e1\u30e2\u3002Surface Book 2\u306e\u300cNVIDIA GeForce GTX 1050\u300d\u304c\u8a8d\u8b58\u305b\u305a\u306b\u300cIntel(R) UHD Graphics 620\u300d\u3060\u3051\u306b\u306a\u3063\u3066\u3044\u308b\u5834\u5408\u306f\u30bf\u30d6\u30ec\u30c3\u30c8\u306e\u5207\u308a\u96e2\u3057\u30fb\u518d\u63a5\u7d9a\u3084 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[111],"tags":[114,115,116,113,112,74],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/posts\/609"}],"collection":[{"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/comments?post=609"}],"version-history":[{"count":15,"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/posts\/609\/revisions"}],"predecessor-version":[{"id":624,"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/posts\/609\/revisions\/624"}],"wp:attachment":[{"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/media?parent=609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/categories?post=609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lizefieldwp.azurewebsites.net\/index.php\/wp-json\/wp\/v2\/tags?post=609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}