{"id":346,"date":"2023-08-27T05:05:01","date_gmt":"2023-08-26T20:05:01","guid":{"rendered":"http:\/\/192.168.0.139:8080\/2023\/08\/27\/wslubuntu%e3%81%abcuda%e3%82%92%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%88%e3%83%bc%e3%83%ab\/"},"modified":"2023-08-27T05:05:01","modified_gmt":"2023-08-26T20:05:01","slug":"wslubuntu%e3%81%abcuda%e3%82%92%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%88%e3%83%bc%e3%83%ab","status":"publish","type":"post","link":"http:\/\/192.168.0.139:8080\/2023\/08\/27\/346\/","title":{"rendered":"WSL(Ubuntu)\u306bCUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb"},"content":{"rendered":"\n<p>\u30db\u30b9\u30c8\uff08Windows11\uff09\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fWSL\u306b\u3001CUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001CUDA\u3092WSL\u3067\u4f7f\u3046\u306b\u306f\u3001Windows\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306fWindows 10 Insider Preview Build 20150\u4ee5\u964d\u307e\u305f\u306fWindows 11\u304c\u5fc5\u8981\u3067\u3059\u3002\u3067\u3059\u306e\u3067Windows10\u306e\u5834\u5408\u3001\u307e\u3060\u30b5\u30dd\u30fc\u30c8\u304c\u5207\u308c\u3066\u3044\u306a\u3044Windows 10\u3001Version 22H2\u3067\u3082\u5927\u4e08\u592b\u3067\u3059\u3002\u307e\u305f\u3001NVIDIA\u306eGPU\u30c9\u30e9\u30a4\u30d0\u3082\u5fc5\u8981\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001WSL2\u3068\u4e92\u63db\u6027\u306e\u3042\u308bNVIDIA\u30c9\u30e9\u30a4\u30d0\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br><a href=\"https:\/\/learn.microsoft.com\/en-us\/windows\/ai\/directml\/gpu-cuda-in-wsl\">https:\/\/learn.microsoft.com\/en-us\/windows\/ai\/directml\/gpu-cuda-in-wsl<\/a><br><br>WSL 2\uff08Windows Subsystem for Linux 2\uff09\u4e0a\u3067CUDA\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u7d71\u5408\u74b0\u5883<\/h3>\n\n\n\n<ul>\n<li>Windows\u3068Linux\u306e\u4e21\u65b9\u3067\u4f5c\u696d\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u958b\u767a\u74b0\u5883\u304c\u7d71\u5408\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001Windows\u3067\u306e\u4f5c\u696d\u3068Linux\u3067\u306e\u4f5c\u696d\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3044\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u79fb\u884c<\/h3>\n\n\n\n<ul>\n<li>\u65e2\u5b58\u306eLinux\u30d9\u30fc\u30b9\u306eCUDA\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3001\u7279\u5225\u306a\u5909\u66f4\u3092\u52a0\u3048\u308b\u3053\u3068\u306a\u304fWindows\u4e0a\u3067\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u30c7\u30d0\u30c3\u30b0\u3068\u30c6\u30b9\u30c8<\/h3>\n\n\n\n<ul>\n<li>WSL 2\u4e0a\u3067CUDA\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30c6\u30b9\u30c8\u3059\u308b\u3053\u3068\u3067\u3001Linux\u74b0\u5883\u3067\u306e\u52d5\u4f5c\u3092\u78ba\u8a8d\u3057\u306a\u304c\u3089\u3001Windows\u4e0a\u3067\u306e\u30c7\u30d0\u30c3\u30b0\u3084\u305d\u306e\u4ed6\u306e\u4f5c\u696d\u3092\u7d9a\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u30ea\u30bd\u30fc\u30b9\u306e\u52b9\u7387\u7684\u306a\u5229\u7528<\/h3>\n\n\n\n<ul>\n<li>WSL 2\u306fWindows\u3068\u30ea\u30bd\u30fc\u30b9\uff08CPU\u3001\u30e1\u30e2\u30ea\u3001\u30c7\u30a3\u30b9\u30af\u306a\u3069\uff09\u3092\u5171\u6709\u3059\u308b\u305f\u3081\u3001\u5225\u9014Linux\u30de\u30b7\u30f3\u3092\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4e92\u63db\u6027<\/h3>\n\n\n\n<ul>\n<li>\u4e00\u90e8\u306e\u79d1\u5b66\u8a08\u7b97\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306fLinux\u74b0\u5883\u3067\u3057\u304b\u5229\u7528\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002WSL 2\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092Windows\u30de\u30b7\u30f3\u4e0a\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u958b\u767a\u306e\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7<\/h3>\n\n\n\n<ul>\n<li>WSL 2\u4e0a\u3067CUDA\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30fc\u30c9\u306e\u30d3\u30eb\u30c9\u304b\u3089\u30c6\u30b9\u30c8\u3001\u30c7\u30d0\u30c3\u30b0\u307e\u3067\u306e\u30b5\u30a4\u30af\u30eb\u3092\u9ad8\u901f\u5316\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>Windows11\u306fNVIDIA\u306e\u30b0\u30e9\u30dc\u3092\u642d\u8f09\u3057\u3066\u3044\u307e\u3059\u3002NVIDIA GPU\u7528\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092Windows\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u3053\u306e\u72b6\u614b\u3067\u306f\u3001WSL\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u3066\u3067\u3082GPU\u3092\u8a8d\u8b58\u3057\u3066\u3044\u307e\u3059\u3002\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002NVIDIA GPU\u306e\u72b6\u614b\u3092\u8868\u793a\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>nvidia-smi<\/code><\/pre>\n\n\n\n<p>\u6b21\u306e\u3088\u3046\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+<br>| NVIDIA-SMI 535.98.01 Driver Version: 536.99 CUDA Version: 12.2 |<br>|&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-+<br>| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |<br>| Fan Temp Perf Pwr:Usage\/Cap | Memory-Usage | GPU-Util Compute M. |<br>| | | MIG M. |<br>|=========================================+======================+======================|<br>| 0 NVIDIA GeForce RTX 4060 \u2026 On | 00000000:01:00.0 Off | N\/A |<br>| N\/A 43C P8 1W \/ 120W | 102MiB \/ 8188MiB | 0% Default |<br>| | | N\/A |<br>+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-+<\/p>\n\n\n\n<p>+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+<br>| Processes: |<br>| GPU GI CI PID Type Process name GPU Memory |<br>| ID ID Usage |<br>|=======================================================================================|<br>| 0 N\/A N\/A 23 G \/Xwayland N\/A |<br>+&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;+<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/08\/20230826.png\" alt=\"\"\/><\/figure>\n\n\n\n<p><code>nvidia-smi<\/code>\uff08NVIDIA System Management Interface\uff09\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u4e0a\u306eNVIDIA GPU\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u4e00\u822c\u7684\u306b\u8868\u793a\u3055\u308c\u308b\u4e3b\u306a\u60c5\u5831\u3067\u3059\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u30c9\u30e9\u30a4\u30d0\u30d0\u30fc\u30b8\u30e7\u30f3<\/h3>\n\n\n\n<ul>\n<li>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308bNVIDIA\u30c9\u30e9\u30a4\u30d0\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. GPU\u306e\u8b58\u5225\u60c5\u5831<\/h3>\n\n\n\n<ul>\n<li>GPU\u306e\u540d\u524d\u3001ID\u3001\u30d0\u30b9ID\u306a\u3069\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. GPU\u306e\u4f7f\u7528\u72b6\u6cc1<\/h3>\n\n\n\n<ul>\n<li>GPU\u306e\u4f7f\u7528\u7387\uff08%\uff09\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\uff08MB\uff09\u3001\u6e29\u5ea6\uff08\u2103\uff09\u306a\u3069\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u30d7\u30ed\u30bb\u30b9\u60c5\u5831<\/h3>\n\n\n\n<ul>\n<li>GPU\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u30d7\u30ed\u30bb\u30b9\u306eID\u3001\u540d\u524d\u3001\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u96fb\u529b\u3068\u30af\u30ed\u30c3\u30af<\/h3>\n\n\n\n<ul>\n<li>GPU\u306e\u96fb\u529b\u4f7f\u7528\u91cf\uff08W\uff09\u3001\u30af\u30ed\u30c3\u30af\u901f\u5ea6\uff08MHz\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u30d5\u30a1\u30f3\u901f\u5ea6<\/h3>\n\n\n\n<ul>\n<li>GPU\u306e\u30d5\u30a1\u30f3\u306e\u56de\u8ee2\u901f\u5ea6\uff08%\u307e\u305f\u306fRPM\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">7. \u305d\u306e\u4ed6\u306e\u8a2d\u5b9a\u3068\u30b9\u30c6\u30fc\u30bf\u30b9<\/h3>\n\n\n\n<ul>\n<li>ECC\u30a8\u30e9\u30fc\u306e\u6709\u7121\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30e2\u30fc\u30c9\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c8\u30e2\u30fc\u30c9\u306a\u3069\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u60c5\u5831\u306f\u3001GPU\u306e\u5065\u5eb7\u72b6\u614b\u3092\u78ba\u8a8d\u3057\u305f\u308a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u305f\u308a\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u72b6\u6cc1\u3092\u30e2\u30cb\u30bf\u30fc\u3057\u305f\u308a\u3059\u308b\u969b\u306b\u975e\u5e38\u306b\u6709\u7528\u3067\u3059\u3002\u7279\u306b\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u89e3\u6790\u3001\u30b2\u30fc\u30e0\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u30ec\u30f3\u30c0\u30ea\u30f3\u30b0\u306a\u3069\u3001GPU\u30ea\u30bd\u30fc\u30b9\u3092\u7a4d\u6975\u7684\u306b\u4f7f\u7528\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3084\u904b\u7528\u306b\u304a\u3044\u3066\u3001<code>nvidia-smi<\/code>\u306f\u983b\u7e41\u306b\u4f7f\u7528\u3055\u308c\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u3053\u3053\u3067\u7591\u554f\u304c\u3002Windows\u306bGPU\u30c9\u30e9\u30a4\u30d0\u306f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u304c\u3001CUDA\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u306a\u3044\u72b6\u6cc1\u3067\u306f\u3001WSL\u306bCUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308c\u3070\u52b9\u679c\u306f\u307f\u3053\u3081\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<br>\u8abf\u67fb\u3057\u3066\u3044\u308b\u3068\u3001\u3069\u3046\u3082\u3053\u306e\u72b6\u6cc1\u4e0b\u3067\u3082\u52b9\u679c\u306f\u3042\u308b\u3088\u3046\u3067\u3059\u3002Windows\u4e0a\u3067NVIDIA GPU\u30c9\u30e9\u30a4\u30d0\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3001WSL2\u306f\u305d\u306e\u30c9\u30e9\u30a4\u30d0\u3092\u4f7f\u7528\u3057\u3066GPU\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001WSL\u5185\u3067CUDA Toolkit\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308c\u3070\u3001WSL\u74b0\u5883\u5185\u3067CUDA\u30d9\u30fc\u30b9\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3044\u3046\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3068\u3044\u3046\u3053\u3068\u3067WSL\u5185\u3067CUDA Toolkit\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<br><a href=\"https:\/\/developer.nvidia.com\/cuda-toolkit\">https:\/\/developer.nvidia.com\/cuda-toolkit<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/08\/202308261.png\" alt=\"\"\/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>wget https:\/\/developer.download.nvidia.com\/compute\/cuda\/repos\/wsl-ubuntu\/x86_64\/cuda-wsl-ubuntu.pin\nsudo mv cuda-wsl-ubuntu.pin \/etc\/apt\/preferences.d\/cuda-repository-pin-600\nwget https:\/\/developer.download.nvidia.com\/compute\/cuda\/12.2.1\/local_installers\/cuda-repo-wsl-ubuntu-12-2-local_12.2.1-1_amd64.deb\nsudo dpkg -i cuda-repo-wsl-ubuntu-12-2-local_12.2.1-1_amd64.deb\nsudo cp \/var\/cuda-repo-wsl-ubuntu-12-2-local\/cuda-*-keyring.gpg \/usr\/share\/keyrings\/\nsudo apt-get update\nsudo apt-get -y install cuda<\/code><\/pre>\n\n\n\n<p>\u4e00\u5ea6\u30b7\u30e3\u30c3\u30c8\u30c0\u30a6\u30f3\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>sudo shutdown now<\/code><\/pre>\n\n\n\n<p>\u8d77\u52d5\u5f8c\u306b\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><code>nvcc<\/code> \u306f NVIDIA CUDA Compiler \u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002CUDA\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u30b3\u30f3\u30d1\u30a4\u30eb\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><code>-V<\/code> \u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001<code>nvcc<\/code> \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u60c5\u5831\u3092\u8868\u793a\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u305f\u304c\u3063\u3066\u3001<code>nvcc -V<\/code> \u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308bCUDA\u30b3\u30f3\u30d1\u30a4\u30e9\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u60c5\u5831\u3084\u30ea\u30ea\u30fc\u30b9\u65e5\u306a\u3069\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u306b\u3069\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306eCUDA\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>nvcc -V<\/code><\/pre>\n\n\n\n<p>\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Command &#8216;nvcc&#8217; not found, but can be installed with:<br>sudo apt install nvidia-cuda-toolkit<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/08\/202308262.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><code>\/usr\/local\/cuda\/bin\/nvcc -V<\/code> \u30b3\u30de\u30f3\u30c9\u306f\u3001\u6307\u5b9a\u3055\u308c\u305f\u30d1\u30b9\uff08<code>\/usr\/local\/cuda\/bin\/<\/code>\uff09\u306b\u3042\u308b <code>nvcc<\/code> \u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u3066\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u60c5\u5831\u3092\u8868\u793a\u3059\u308b\u30b3\u30de\u30f3\u30c9\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f:<\/p>\n\n\n\n<ul>\n<li><code>\/usr\/local\/cuda\/bin\/<\/code>: \u3053\u308c\u306f\u4e00\u822c\u7684\u306bCUDA Toolkit\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u4e2d\u306e <code>bin<\/code> \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3078\u306e\u30d1\u30b9\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306b\u306fCUDA\u95a2\u9023\u306e\u5b9f\u884c\u53ef\u80fd\u30d5\u30a1\u30a4\u30eb\u3084\u30c4\u30fc\u30eb\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>nvcc<\/code>: NVIDIA CUDA Compiler\u306e\u5b9f\u884c\u53ef\u80fd\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002<\/li>\n\n\n\n<li><code>-V<\/code>: nvcc\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u60c5\u5831\u3092\u8868\u793a\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3057\u305f\u304c\u3063\u3066\u3001<code>\/usr\/local\/cuda\/bin\/nvcc -V<\/code> \u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u3001<code>\/usr\/local\/cuda\/bin\/<\/code> \u30d1\u30b9\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308bCUDA\u30b3\u30f3\u30d1\u30a4\u30e9\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u60c5\u5831\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u7279\u5b9a\u306e\u30d1\u30b9\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308bCUDA\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\/usr\/local\/cuda\/bin\/nvcc -V<\/code><\/pre>\n\n\n\n<p>\u6c17\u306b\u306a\u308b\u65b9\u306f\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u307e\u3059\u3002\u30b7\u30a7\u30eb\u306e\u8d77\u52d5\u6642\u306b\u74b0\u5883\u5909\u6570\u3092\u8a2d\u5b9a\u3059\u308b\u305f\u3081\u306e\u30b3\u30de\u30f3\u30c9\u3092 <code>~\/.bashrc<\/code> \u30d5\u30a1\u30a4\u30eb\u306b\u8ffd\u52a0\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30b3\u30de\u30f3\u30c9\u306f\u30a8\u30c7\u30a3\u30bf\u3092\u958b\u3044\u3066\u7de8\u96c6\u305b\u305a\u306b\u3001 <code>~\/.bashrc<\/code> \u30d5\u30a1\u30a4\u30eb\u306b\u76f4\u63a5\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>echo 'export PATH=\"\/usr\/local\/cuda\/bin:$PATH\"' &gt;&gt; ~\/.bashrc\necho 'export LD_LIBRARY_PATH=\"\/usr\/local\/cuda\/lib64:$LD_LIBRARY_PATH\"' &gt;&gt; ~\/.bashrc<\/code><\/pre>\n\n\n\n<ol>\n<li><strong><code>echo 'export PATH=\"\/usr\/local\/cuda\/bin:$PATH\"' &gt;&gt; ~\/.bashrc<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001<code>\/usr\/local\/cuda\/bin<\/code> \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092 <code>PATH<\/code> \u74b0\u5883\u5909\u6570\u306e\u5148\u982d\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>PATH<\/code> \u306f\u3001\u5b9f\u884c\u53ef\u80fd\u30d5\u30a1\u30a4\u30eb\u3092\u691c\u7d22\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u30ea\u30b9\u30c8\u3092\u4fdd\u6301\u3059\u308b\u74b0\u5883\u5909\u6570\u3067\u3059\u3002\u3053\u306e\u5909\u66f4\u306b\u3088\u308a\u3001CUDA\u306e\u5b9f\u884c\u53ef\u80fd\u30d5\u30a1\u30a4\u30eb\u304c\u3053\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306b\u3042\u308b\u5834\u5408\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u30d5\u30eb\u30d1\u30b9\uff08\/usr\/local\/cuda\/bin\/nvcc -V\u3067\u306f\u306a\u304fnvcc -V\u304c\u53ef\u80fd\u306b\u306a\u308b\uff09\u3092\u6307\u5b9a\u305b\u305a\u306b\u305d\u308c\u3089\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><code>echo 'export LD_LIBRARY_PATH=\"\/usr\/local\/cuda\/lib64:$LD_LIBRARY_PATH\"' &gt;&gt; ~\/.bashrc<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001<code>\/usr\/local\/cuda\/lib64<\/code> \u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092 <code>LD_LIBRARY_PATH<\/code> \u74b0\u5883\u5909\u6570\u306e\u5148\u982d\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>LD_LIBRARY_PATH<\/code> \u306f\u3001Linux\u30b7\u30b9\u30c6\u30e0\u3067\u52d5\u7684\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u691c\u7d22\u3059\u308b\u305f\u3081\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u30ea\u30b9\u30c8\u3092\u4fdd\u6301\u3059\u308b\u74b0\u5883\u5909\u6570\u3067\u3059\u3002\u3053\u306e\u5909\u66f4\u306b\u3088\u308a\u3001CUDA\u95a2\u9023\u306e\u52d5\u7684\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u3053\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306b\u3042\u308b\u5834\u5408\u3001\u5b9f\u884c\u6642\u306b\u305d\u308c\u3089\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u6b63\u3057\u304f\u30ed\u30fc\u30c9\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001CUDA\u306e\u30c4\u30fc\u30eb\u3084\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u6b63\u3057\u304f\u52d5\u4f5c\u3059\u308b\u305f\u3081\u306e\u74b0\u5883\u304c\u6574\u3044\u307e\u3059\u3002\u30ed\u30b0\u30a2\u30a6\u30c8\u305b\u305a\u306b\u3059\u3050\u306b\u78ba\u8a8d\u3057\u305f\u3044\u65b9\u306f\u3001<code>~\/.bashrc<\/code> \u30d5\u30a1\u30a4\u30eb\u3092\u518d\u8aad\u307f\u8fbc\u307f\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u5909\u66f4\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>. ~\/.bashrc<\/code><\/pre>\n\n\n\n<p><code>.bashrc<\/code>\u30d5\u30a1\u30a4\u30eb\u3068\u306f<\/p>\n\n\n\n<p><code>.bashrc<\/code> \u30d5\u30a1\u30a4\u30eb\u306f\u3001Bash\u30b7\u30a7\u30eb\u304c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30e2\u30fc\u30c9\u3067\u8d77\u52d5\u3059\u308b\u969b\u306b\u8aad\u307f\u8fbc\u307e\u308c\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u901a\u5e38\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30db\u30fc\u30e0\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\uff08<code>~<\/code>\uff09\u306b\u914d\u7f6e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<code>.bashrc<\/code> \u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3059\u308b\u3053\u3068\u3067\u3001\u30b7\u30a7\u30eb\u74b0\u5883\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u308a\u3001\u7279\u5b9a\u306e\u30b3\u30de\u30f3\u30c9\u3092\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001<code>.bashrc<\/code> \u30d5\u30a1\u30a4\u30eb\u3067\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8a2d\u5b9a\u3084\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u884c\u308f\u308c\u308b\u3053\u3068\u304c\u4e00\u822c\u7684\u3067\u3059\uff1a<\/p>\n\n\n\n<ul>\n<li>\u74b0\u5883\u5909\u6570\u306e\u8a2d\u5b9a\uff1a\u4f8b\u3048\u3070\u3001<code>PATH<\/code> \u3084 <code>LD_LIBRARY_PATH<\/code> \u306a\u3069\u3002<\/li>\n\n\n\n<li>\u30a8\u30a4\u30ea\u30a2\u30b9\u306e\u8a2d\u5b9a\uff1a\u983b\u7e41\u306b\u4f7f\u7528\u3059\u308b\u30b3\u30de\u30f3\u30c9\u306e\u77ed\u7e2e\u5f62\u3092\u5b9a\u7fa9\u3002<\/li>\n\n\n\n<li>\u30b7\u30a7\u30eb\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3002<\/li>\n\n\n\n<li>\u305d\u306e\u4ed6\u3001\u30b7\u30a7\u30eb\u8d77\u52d5\u6642\u306b\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3057\u305f\u3044\u4efb\u610f\u306e\u30b3\u30de\u30f3\u30c9\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5148\u307b\u3069\u306e\u30b3\u30de\u30f3\u30c9\uff08<code>echo 'export PATH=\"\/usr\/local\/cuda\/bin:$PATH\"' &gt;&gt; ~\/.bashrc<\/code> \u306a\u3069\uff09\u3067\u306f\u3001CUDA\u95a2\u9023\u306e\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u74b0\u5883\u5909\u6570\u306b\u8ffd\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u65b0\u3057\u3044\u30bf\u30fc\u30df\u30ca\u30eb\u30bb\u30c3\u30b7\u30e7\u30f3\u304c\u958b\u59cb\u3055\u308c\u308b\u5ea6\u306b\u3001\u3053\u308c\u3089\u306e\u74b0\u5883\u5909\u6570\u304c\u81ea\u52d5\u7684\u306b\u8a2d\u5b9a\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u8a2d\u5b9a\u304c\u53cd\u6620\u3055\u308c\u308b\u306b\u306f\u3001\u901a\u5e38\u3001\u65b0\u3057\u3044\u30bf\u30fc\u30df\u30ca\u30eb\u30a6\u30a3\u30f3\u30c9\u30a6\u3092\u958b\u304f\u304b\u3001<code>source ~\/.bashrc<\/code> \u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066 <code>.bashrc<\/code> \u30d5\u30a1\u30a4\u30eb\u3092\u518d\u8aad\u307f\u8fbc\u307f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>WSL\u306bCUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u306a\u3044\u5834\u5408\u306f\u4e0b\u8a18\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>Docker\u3092WSL\u4e0a\u3067\u4f7f\u7528\u3057\u3001Docker\u30b3\u30f3\u30c6\u30ca\u5185\u3067GPU\u3092\u4f7f\u7528\u3059\u308b\u5834\u5408\u3001NVIDIA Container Toolkit\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3067\u3001Docker\u30b3\u30f3\u30c6\u30ca\u304c\u30db\u30b9\u30c8\u306eGPU\u3092\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8a2d\u5b9a\u3092\u5b8c\u4e86\u3059\u308b\u3068\u3001\u30b3\u30f3\u30c6\u30ca\u5185\u3067CUDA\u30d9\u30fc\u30b9\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30c4\u30fc\u30eb\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u6b21\u306e\u70b9\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n\n\n\n<ol>\n<li><strong>\u30b3\u30f3\u30c6\u30ca\u5185\u3067\u306eCUDA<\/strong>: Docker\u30b3\u30f3\u30c6\u30ca\u304cGPU\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u305d\u306e\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u306bCUDA\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u591a\u304f\u306e\u516c\u5f0f\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3084GPU\u8a08\u7b97\u306eDocker\u30a4\u30e1\u30fc\u30b8\uff08\u4f8b\uff1a<code>nvidia\/cuda<\/code>\uff09\u306f\u3001\u3059\u3067\u306bCUDA\u3068\u305d\u306e\u4ed6\u306e\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>WSL\u4e0a\u306eCUDA<\/strong>: WSL\uff08Ubuntu\uff09\u81ea\u4f53\u306bCUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u306f\u57fa\u672c\u7684\u306b\u3042\u308a\u307e\u305b\u3093\u3002\u306a\u305c\u306a\u3089\u3001\u5b9f\u969b\u306eGPU\u306e\u8a08\u7b97\u306fDocker\u30b3\u30f3\u30c6\u30ca\u5185\u3067\u884c\u308f\u308c\u308b\u305f\u3081\u3067\u3059\u3002\u305f\u3060\u3057\u3001WSL\u4e0a\u3067CUDA\u30d9\u30fc\u30b9\u306e\u30c4\u30fc\u30eb\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u76f4\u63a5\u5b9f\u884c\u3059\u308b\u5834\u5408\uff08Docker\u3092\u4f7f\u7528\u305b\u305a\u306b\uff09\u306f\u3001WSL\u306bCUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u4e92\u63db\u6027<\/strong>: \u4f7f\u7528\u3057\u3066\u3044\u308bDocker\u30a4\u30e1\u30fc\u30b8\u306eCUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u3001\u30db\u30b9\u30c8\u30b7\u30b9\u30c6\u30e0\u306eNVIDIA\u30c9\u30e9\u30a4\u30d0\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u4e92\u63db\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u8981\u3059\u308b\u306b\u3001Docker\u30b3\u30f3\u30c6\u30ca\u5185\u3067\u306e\u307fGPU\u30d9\u30fc\u30b9\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u3001WSL\u4e0a\u306bCUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u3001WSL\u81ea\u4f53\u3067CUDA\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u3001CUDA\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"WSL(Ubuntu)\u306bCUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/hrPKCWifSRE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u30db\u30b9\u30c8\uff08Windows11\uff09\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305fWSL\u306b\u3001CUDA\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001CUDA\u3092WSL\u3067\u4f7f\u3046\u306b\u306f\u3001Windows\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306fWindows 10 Insider Preview Build 20 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/posts\/346"}],"collection":[{"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/comments?post=346"}],"version-history":[{"count":0,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/posts\/346\/revisions"}],"wp:attachment":[{"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/media?parent=346"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/categories?post=346"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/tags?post=346"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}