{"id":362,"date":"2023-10-28T01:34:44","date_gmt":"2023-10-27T16:34:44","guid":{"rendered":"http:\/\/192.168.0.139:8080\/2023\/10\/28\/kandinsky-2-x-web-ui%e3%82%92%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%88%e3%83%bc%e3%83%ab%e3%81%97%e3%81%a6%e7%94%bb%e5%83%8f%e7%94%9f%e6%88%90\/"},"modified":"2023-10-28T01:34:44","modified_gmt":"2023-10-27T16:34:44","slug":"kandinsky-2-x-web-ui%e3%82%92%e3%82%a4%e3%83%b3%e3%82%b9%e3%83%88%e3%83%bc%e3%83%ab%e3%81%97%e3%81%a6%e7%94%bb%e5%83%8f%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"http:\/\/192.168.0.139:8080\/2023\/10\/28\/362\/","title":{"rendered":"Kandinsky 2.x Web UI\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u753b\u50cf\u751f\u6210"},"content":{"rendered":"\n<p>Kandinsky\uff08\u30ab\u30f3\u30c7\u30a3\u30f3\u30b9\u30ad\u30fc\uff09\u3068\u306f\uff1f<\/p>\n\n\n\n<p>\u30ed\u30b7\u30a2\u88fd\u306e\u753b\u50cf\u751f\u6210AI\u30e2\u30c7\u30eb\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u30a2\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b\u5148\u9032\u7684\u306aAI\u30b7\u30b9\u30c6\u30e0\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002Kandinsky\u306e\u30d0\u30fc\u30b8\u30e7\u30f32.1\u30682.2\u306f\u3044\u305a\u308c\u3082\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u306bKandinsky 2.2\u306f\u30ea\u30a2\u30eb\u306a\u753b\u50cf\u306e\u751f\u6210\u3001\u9ad8\u89e3\u50cf\u5ea6\uff081024&#215;1024\uff09\u3001ControlNet\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u3088\u308a\u8a73\u7d30\u3067\u5e83\u7bc4\u306a\u30b7\u30fc\u30f3\u306e\u751f\u6210\u304c\u53ef\u80fd\u3067\u3042\u308b\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u200b\u3002<\/p>\n\n\n\n<p>Kandinsky\u306f\u4ee5\u4e0b\u306e\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u307e\u3059:<\/p>\n\n\n\n<ol>\n<li><strong>\u591a\u8a00\u8a9e\u5bfe\u5fdc<\/strong>: Kandinsky\u306f\u591a\u8a00\u8a9e\u5bfe\u5fdc\u3067\u3001\u65e5\u672c\u8a9e\u3092\u542b\u3080\u591a\u304f\u306e\u8a00\u8a9e\u3067\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3088\u308b\u753b\u50cf\u751f\u6210\u304c\u53ef\u80fd\u3067\u3059\u200b\u200b\u3002<\/li>\n\n\n\n<li><strong>\u30c6\u30ad\u30b9\u30c8\u6761\u4ef6\u4ed8\u304d\u62e1\u6563\u30e2\u30c7\u30eb<\/strong>: Kandinsky 2.2\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u6761\u4ef6\u4ed8\u304d\u62e1\u6563\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001unCLIP\u304a\u3088\u3073latent diffusion\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001transformer\u30d9\u30fc\u30b9\u306e\u753b\u50cfprior\u30e2\u30c7\u30eb\u3001unet\u62e1\u6563\u30e2\u30c7\u30eb\u3001\u304a\u3088\u3073\u30c7\u30b3\u30fc\u30c0\u30fc\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u200b\u200b\u3002<\/li>\n\n\n\n<li><strong>Dall-E 2\u3068Latent Diffusion\u306e\u6280\u8853\u7d71\u5408<\/strong>: Kandinsky 2\u306f\u3001Dall-E 2\u3068Latent Diffusion\u306e\u826f\u3044\u90e8\u5206\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30e2\u30c7\u30eb\u3068\u3055\u308c\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u306e\u6280\u8853\u3092\u5229\u7528\u3057\u3066\u753b\u50cf\u751f\u6210\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u200b\u3002<\/li>\n\n\n\n<li><strong>Sberbank\u3068SberAI\u306b\u3088\u308b\u958b\u767a<\/strong>: Kandinsky 2.1\u306fSberbank\u306b\u3088\u3063\u3066\u30ed\u30fc\u30f3\u30c1\u3055\u308c\u3001SberAI\u3001AIRIA\u3001\u304a\u3088\u3073Sberdevices\u3068\u306e\u5354\u529b\u306e\u3082\u3068\u306b\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u200b\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u7279\u5fb4\u306b\u3088\u308a\u3001Kandinsky\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u30c6\u30ad\u30b9\u30c8\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u9ad8\u54c1\u8cea\u306a\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Kandinsky\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eAI\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u591a\u304f\u306e\u7570\u306a\u308b\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5e83\u7bc4\u306a\u30e6\u30fc\u30b6\u30fc\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u306eGitHub\u306e\u30da\u30fc\u30b8\u3092\u53c2\u8003\u306b\u3001\u81ea\u5206\u306e\u30d1\u30bd\u30b3\u30f3\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u53ef\u80fd\u3067\u3059<\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/seruva19\/kubin\">https:\/\/github.com\/seruva19\/kubin<\/a><\/p>\n\n\n\n<p>python\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f3.10.11\u3067\u3001CUDA11.8\u304c\u3001Windows\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3042\u308a\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001GitHub\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u5185\u5bb9\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3001\u4eee\u60f3\u74b0\u5883\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u308bCUDA\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c11.8\u3067\u3042\u3063\u305f\u304b\u3089\u3067\u3059\u3002<\/p>\n\n\n\n<p>Python\u306e\u4eee\u60f3\u74b0\u5883\u3068\u30db\u30b9\u30c8\u30b7\u30b9\u30c6\u30e0\u3067CUDA\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5408\u308f\u305b\u308b\u304b\u3069\u3046\u304b\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8981\u4ef6\u3084\u4f7f\u7528\u3059\u308b\u4ed6\u306e\u30c4\u30fc\u30eb\u304a\u3088\u3073\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u4f9d\u5b58\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3044\u304f\u3064\u304b\u306e\u4e00\u822c\u7684\u306a\u6307\u91dd\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ol>\n<li><strong>\u4e92\u63db\u6027<\/strong>:\n<ul>\n<li>\u7279\u5b9a\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08\u4f8b\u3048\u3070TensorFlow\u3084PyTorch\uff09\u306f\u7279\u5b9a\u306eCUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u306e\u4e92\u63db\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u306f\u3001\u63a8\u5968\u3055\u308c\u308bCUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5b89\u5b9a\u6027<\/strong>:\n<ul>\n<li>CUDA\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4eee\u60f3\u74b0\u5883\u3068\u30db\u30b9\u30c8\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u306e\u4e92\u63db\u6027\u3068\u5b89\u5b9a\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u7279\u306bGPU\u3092\u5229\u7528\u3057\u305f\u8a08\u7b97\u3092\u884c\u3046\u969b\u306b\u91cd\u8981\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30a8\u30e9\u30fc\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0<\/strong>:\n<ul>\n<li>\u4eee\u60f3\u74b0\u5883\u3068\u30db\u30b9\u30c8\u30b7\u30b9\u30c6\u30e0\u3067\u540c\u3058CUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a8\u30e9\u30fc\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7570\u306a\u308b\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u9593\u306e\u4e0d\u6574\u5408\u306b\u3088\u308b\u30a8\u30e9\u30fc\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304c\u96e3\u3057\u304f\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/strong>:\n<ul>\n<li>\u4e00\u822c\u7684\u306b\u3001\u6700\u65b0\u306eCUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u6700\u65b0\u306e\u6a5f\u80fd\u3068\u6700\u9069\u5316\u304c\u63d0\u4f9b\u3055\u308c\u308b\u305f\u3081\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u5fc5\u305a\u3057\u3082\u30d9\u30b9\u30c8\u3067\u3042\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8981\u4ef6\u3068\u4e92\u63db\u6027\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3068\u30c0\u30a6\u30f3\u30b0\u30ec\u30fc\u30c9<\/strong>:\n<ul>\n<li>CUDA\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u307e\u305f\u306f\u30c0\u30a6\u30f3\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u3053\u308c\u306b\u306f\u6642\u9593\u3068\u52b4\u529b\u304c\u304b\u304b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u307e\u305f\u4e88\u671f\u3057\u306a\u3044\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u4eee\u60f3\u74b0\u5883\u3092\u8a2d\u5b9a\u3059\u308b\u969b\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f9d\u5b58\u95a2\u4fc2\u3068\u8981\u4ef6\u3092\u8003\u616e\u3057\u3001\u53ef\u80fd\u306a\u9650\u308a\u4e92\u63db\u6027\u306e\u3042\u308bCUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001\u4eee\u60f3\u74b0\u5883\u3068\u30db\u30b9\u30c8\u30b7\u30b9\u30c6\u30e0\u3067CUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u591a\u304f\u306e\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u9069\u5f53\u306a\u30d5\u30a9\u30eb\u30c0\u3067\u30af\u30ed\u30fc\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/10\/202310242.png\" alt=\"\"\/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>git clone https:\/\/github.com\/seruva19\/kubin.git<\/code><\/pre>\n\n\n\n<p>\u4f5c\u6210\u3055\u308c\u305f\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd kubin<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/10\/202310241.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u3053\u306e\u5834\u6240\u3067\u3001\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u306e\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u7fa4\u306fPython\u306e\u4eee\u60f3\u74b0\u5883\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u3001\u305d\u306e\u74b0\u5883\u5185\u3067\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002\u30b3\u30de\u30f3\u30c9\u306e\u8aac\u660e\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol>\n<li><strong><code>python -m venv venv<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001<code>venv<\/code>\u3068\u3044\u3046\u540d\u524d\u306e\u4eee\u60f3\u74b0\u5883\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4eee\u60f3\u74b0\u5883\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u9694\u96e2\u3057\u3001\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u306ePython\u74b0\u5883\u3068\u306e\u5e72\u6e09\u3092\u9632\u3050\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><code>call venvScriptsactivate.bat<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u5148\u307b\u3069\u4f5c\u6210\u3057\u305f<code>venv<\/code>\u4eee\u60f3\u74b0\u5883\u3092\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30c8\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6b21\u306b\u5b9f\u884c\u3059\u308b\u30b3\u30de\u30f3\u30c9\u306f\u3053\u306e\u4eee\u60f3\u74b0\u5883\u5185\u3067\u5b9f\u884c\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff08Windows\u74b0\u5883\u306e\u5834\u5408\uff09\u3002\u4eee\u60f3\u74b0\u5883\u304c\u30a2\u30af\u30c6\u30a3\u30d6\u3067\u3042\u308b\u9593\u3001Python\u3068pip\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3053\u306e\u4eee\u60f3\u74b0\u5883\u306b\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><code>pip install -r requirements.txt --no-cache-dir --ignore-installed --force-reinstall<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001<code>requirements.txt<\/code>\u30d5\u30a1\u30a4\u30eb\u306b\u30ea\u30b9\u30c8\u3055\u308c\u305f\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u3044\u304f\u3064\u304b\u306e\u30d5\u30e9\u30b0\u304c\u6307\u5b9a\u3055\u308c\u3066\u3044\u307e\u3059:\n<ul>\n<li><code>--no-cache-dir<\/code>: \u3053\u306e\u30d5\u30e9\u30b0\u306fpip\u306b\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u7121\u52b9\u306b\u3057\u3001\u4f9d\u5b58\u95a2\u4fc2\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u305f\u3073\u306b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304b\u3089\u30d5\u30a7\u30c3\u30c1\u3059\u308b\u3088\u3046\u306b\u6307\u793a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>--ignore-installed<\/code>: \u3053\u306e\u30d5\u30e9\u30b0\u306f\u3001\u3059\u3067\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u7121\u8996\u3057\u3001\u8981\u4ef6\u306b\u30ea\u30b9\u30c8\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3088\u3046\u306b\u6307\u793a\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>--force-reinstall<\/code>: \u3053\u306e\u30d5\u30e9\u30b0\u306f\u3001\u8981\u4ef6\u306b\u30ea\u30b9\u30c8\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5f37\u5236\u7684\u306b\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3088\u3046\u306b\u6307\u793a\u3057\u307e\u3059\u3002\u3053\u308c\u306f<code>--ignore-installed<\/code>\u30d5\u30e9\u30b0\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u4f9d\u5b58\u95a2\u4fc2\u3092\u30af\u30ea\u30fc\u30f3\u306a\u72b6\u614b\u3067\u4fdd\u3064\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u30b3\u30de\u30f3\u30c9\u3092\u9806\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u4eee\u60f3\u74b0\u5883\u3092\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3057\u3001\u305d\u306e\u74b0\u5883\u5185\u3067\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u74b0\u5883\u3092\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u306ePython\u74b0\u5883\u3068\u9694\u96e2\u3057\u3001\u4f9d\u5b58\u95a2\u4fc2\u306e\u30b3\u30f3\u30d5\u30ea\u30af\u30c8\u3092\u907f\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>install.bat<\/code><\/pre>\n\n\n\n<p>\u540c\u69d8\u306b\u3057\u3066\u3001\u6b21\u306e\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u3082\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>install-torch.bat<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u306e\u4e2d\u8eab\u306b\u306f\u4e0b\u8a18\u306e\u3053\u3068\u304c\u8a18\u8ff0\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u7fa4\u306f\u3001\u4eee\u60f3\u74b0\u5883\u3092\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30c8\u3057\u3001PyTorch\u306e\u73fe\u5728\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u7279\u5b9a\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9URL\u304b\u3089\u65b0\u3057\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306ePyTorch\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u30b3\u30de\u30f3\u30c9\u306e\u8aac\u660e\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ol>\n<li><strong><code>call venvScriptsactivate.bat<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u5148\u306b\u4f5c\u6210\u3055\u308c\u305f<code>venv<\/code>\u3068\u3044\u3046\u540d\u524d\u306e\u4eee\u60f3\u74b0\u5883\u3092\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30c8\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6b21\u306b\u5b9f\u884c\u3059\u308b\u30b3\u30de\u30f3\u30c9\u306f\u3053\u306e\u4eee\u60f3\u74b0\u5883\u5185\u3067\u5b9f\u884c\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff08Windows\u74b0\u5883\u306e\u5834\u5408\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><code>pip uninstall -y torch<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u4eee\u60f3\u74b0\u5883\u304b\u3089PyTorch\u3092\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<code>-y<\/code>\u30d5\u30e9\u30b0\u306f\u3001\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30d7\u30ed\u30bb\u30b9\u4e2d\u306b\u30e6\u30fc\u30b6\u30fc\u306b\u78ba\u8a8d\u3092\u6c42\u3081\u305a\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u6307\u793a\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><code>pip install torch --index-url https:\/\/download.pytorch.org\/whl\/cu118 --force-reinstall --no-deps<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u7279\u5b9a\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9URL\u304b\u3089PyTorch\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002\u30b3\u30de\u30f3\u30c9\u5185\u306e\u5404\u30d5\u30e9\u30b0\u306f\u4ee5\u4e0b\u306e\u610f\u5473\u3092\u6301\u3061\u307e\u3059:\n<ul>\n<li><code>--index-url https:\/\/download.pytorch.org\/whl\/cu118<\/code>: \u3053\u306e\u30d5\u30e9\u30b0\u306fpip\u306b\u3001\u6307\u5b9a\u3055\u308c\u305fURL\u304b\u3089PyTorch\u306e\u30db\u30a4\u30fc\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u691c\u7d22\u3057\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3088\u3046\u306b\u6307\u793a\u3057\u307e\u3059\u3002\u3053\u306eURL\u306f\u3001CUDA 11.8\u306b\u5bfe\u5fdc\u3059\u308bPyTorch\u306e\u30d3\u30eb\u30c9\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><code>--force-reinstall<\/code>: \u3053\u306e\u30d5\u30e9\u30b0\u306f\u3001PyTorch\u3092\u5f37\u5236\u7684\u306b\u518d\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3092\u6307\u793a\u3057\u307e\u3059\u3001\u3082\u3057\u65e2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u3066\u3082\u3002<\/li>\n\n\n\n<li><code>--no-deps<\/code>: \u3053\u306e\u30d5\u30e9\u30b0\u306f\u3001\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u305b\u305a\u306bPyTorch\u306e\u307f\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3092\u6307\u793a\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4ed6\u306e\u4f9d\u5b58\u95a2\u4fc2\u304c\u65e2\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u307e\u305f\u306f\u5225\u306e\u65b9\u6cd5\u3067\u7ba1\u7406\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/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\u3001\u4eee\u60f3\u74b0\u5883\u5185\u3067PyTorch\u306e\u7279\u5b9a\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u305d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304cCUDA 11.8\u3068\u4e92\u63db\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u7279\u5b9a\u306eCUDA\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u305fPyTorch\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u3046\u969b\u306b\u5f79\u7acb\u3064\u30b3\u30de\u30f3\u30c9\u30bb\u30c3\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u6700\u5f8c\u306b\u3082\u3046\u4e00\u3064\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>start.bat<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\u306f\u4eee\u60f3\u74b0\u5883\u3092\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30c8\u3057\u305f\u5f8c\u3067\u3001\u7279\u5b9a\u306ePython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ol>\n<li><strong><code>call venvScriptsactivate.bat<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001\u5148\u306b\u4f5c\u6210\u3055\u308c\u305f<code>venv<\/code>\u3068\u3044\u3046\u540d\u524d\u306e\u4eee\u60f3\u74b0\u5883\u3092\u30a2\u30af\u30c6\u30a3\u30d9\u30fc\u30c8\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u6b21\u306b\u5b9f\u884c\u3059\u308b\u30b3\u30de\u30f3\u30c9\u306f\u3053\u306e\u4eee\u60f3\u74b0\u5883\u5185\u3067\u5b9f\u884c\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\uff08Windows\u74b0\u5883\u306e\u5834\u5408\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong><code>python srckubin.py<\/code><\/strong>:\n<ul>\n<li>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u306f\u3001<code>src<\/code>\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u5185\u306e<code>kubin.py<\/code>\u3068\u3044\u3046\u540d\u524d\u306ePython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001\u4eee\u60f3\u74b0\u5883\u5185\u306ePython\u30a4\u30f3\u30bf\u30d7\u30ea\u30bf\u3092\u4f7f\u7528\u3057\u3066\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u306f\u3001\u4f55\u3089\u304b\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3082\u306e\u3067\u3042\u308a\u3001\u4eee\u60f3\u74b0\u5883\u5185\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u4f9d\u5b58\u95a2\u4fc2\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u6b63\u5e38\u306b\u51e6\u7406\u304c\u9032\u3093\u3060\u3089\u3001\u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>http:\/\/127.0.0.1:7860<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/10\/202310286.png\" alt=\"\" style=\"aspect-ratio:1.9598352214212151;width:841px;height:auto\"\/><\/figure>\n\n\n\n<p>\u521d\u3081\u3066\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u3068\u304d\u306f\u3001\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3092\u3059\u308b\u306e\u3067\u3057\u3070\u3089\u304f\u5f85\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/10\/202310285.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/10\/202310283.png\" alt=\"\" style=\"aspect-ratio:2.463254593175853;width:840px;height:auto\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/minokamo.xyz\/img\/blog\/2023\/10\/202310284.png\" alt=\"\"\/><\/figure>\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=\"Kandinsky 2.x Web UI\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u753b\u50cf\u751f\u6210\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/MQJwOVYB6tA?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>Kandinsky\uff08\u30ab\u30f3\u30c7\u30a3\u30f3\u30b9\u30ad\u30fc\uff09\u3068\u306f\uff1f \u30ed\u30b7\u30a2\u88fd\u306e\u753b\u50cf\u751f\u6210AI\u30e2\u30c7\u30eb\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u306b\u57fa\u3065\u3044\u3066\u30a2\u30fc\u30c8\u3092\u751f\u6210\u3059\u308b\u5148\u9032\u7684\u306aAI\u30b7\u30b9\u30c6\u30e0\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002Kandinsky\u306e\u30d0\u30fc\u30b8\u30e7\u30f32.1\u30682.2\u306f\u3044\u305a\u308c\u3082\u516c\u958b\u3055\u308c\u3066\u304a [&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\/362"}],"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=362"}],"version-history":[{"count":0,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/posts\/362\/revisions"}],"wp:attachment":[{"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/media?parent=362"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/categories?post=362"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/192.168.0.139:8080\/wp-json\/wp\/v2\/tags?post=362"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}