{"id":6255,"date":"2023-06-28T19:45:20","date_gmt":"2023-06-28T10:45:20","guid":{"rendered":"https:\/\/bocek.co.jp\/media\/?p=6255"},"modified":"2023-06-28T19:47:47","modified_gmt":"2023-06-28T10:47:47","slug":"stable-diffusion%e3%82%92%e9%ab%98%e9%80%9f%e5%8c%96%e3%81%99%e3%82%8b%e3%80%8cxformers%e6%a9%9f%e8%83%bd%e3%80%8d%e3%81%ae%e4%bd%bf%e3%81%84%e6%96%b9%e3%82%92%e8%a7%a3%e8%aa%ac%ef%bc%81","status":"publish","type":"post","link":"https:\/\/taskhub.jp\/magazine\/exercise\/stable-diffusion\/6255\/","title":{"rendered":"Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u306e\u4f7f\u3044\u65b9\u3092\u89e3\u8aac\uff01"},"content":{"rendered":"\n<p>\u300cStable Diffusion\u306e\u753b\u50cf\u751f\u6210\u306b\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3046\u3001\u3001\u3001\u300d\u300cStable Diffusion\u306e\u753b\u50cf\u751f\u6210\u3092\u9ad8\u901f\u5316\u3057\u305f\u3044\uff01\u300d<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u60a9\u307f\u3092\u304a\u6301\u3061\u306e\u65b9\u306f\u591a\u3044\u306e\u3067\u306f\u306a\u3044\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n<p>\u4eca\u56dePROMPTY\u3067\u306f\u3001<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u3068\u306f\u4f55\u304b\u3001Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u306e\u4f7f\u3044\u65b9\u3001\u300cxformers\u6a5f\u80fd\u300d\u3067\u3069\u306e\u304f\u3089\u3044\u9ad8\u901f\u5316\u3055\u308c\u308b\u306e\u304b\u3001Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u306e\u6ce8\u610f\u70b9<\/mark><\/strong>\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<!-- START MoshimoAffiliateEasyLink -->\n<script 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id=\"msmaflink-HcjZG\">\u30ea\u30f3\u30af<\/div>\n<!-- MoshimoAffiliateEasyLink END -->\n\n\n\n<h2 class=\"wp-block-heading\">Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u3068\u306f<\/h2>\n\n\n\n<p><strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">xformers\u306f\u3001\u753b\u50cf\u751f\u6210\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u753b\u50cf\u751f\u6210\u901f\u5ea6\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u306a\u304c\u3089\u3001VRAM\u306e\u6d88\u8cbb\u3092\u6291\u3048\u3089\u308c\u308b\u6a5f\u80fd\u3067\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>xformers\u306fStable Diffusion\u306b\u3082\u3068\u3082\u3068\u5099\u308f\u3063\u3066\u3044\u308b\u6a5f\u80fd\u3067\u3059\u304c\u3001\u521d\u671f\u8a2d\u5b9a\u3067\u306f\u7121\u52b9\u306e\u72b6\u614b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u5168\u3066\u306eGPU\u306b\u5bfe\u3057\u3066\u5b8c\u5168\u306a\u4e92\u63db\u6027\u304c\u3042\u308b\u308f\u3051\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3084\u3001\u30af\u30aa\u30ea\u30c6\u30a3\u306e\u9ad8\u3044\u753b\u50cf\u3092\u751f\u6210\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u9006\u306bVRAM\u306e\u6d88\u8cbb\u91cf\u304c\u5897\u5927\u3059\u308b\u5834\u5408\u3082\u3042\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u3067\u3082\u3001\u305d\u306e\u52b9\u7387\u6027\u3068\u901f\u5ea6\u306b\u3088\u308a\u3001\u516c\u5f0f\u3067\u306fxformers\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><\/p>\n<cite>For more efficiency and speed on GPUs, we highly recommended installing the&nbsp;<a href=\"https:\/\/github.com\/facebookresearch\/xformers\">xformers<\/a>&nbsp;library.<br><br>\uff08\u8a33\uff1aGPU\u3067\u306e\u52b9\u7387\u3068\u30b9\u30d4\u30fc\u30c9\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u3001xformers\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u5f37\u304f\u304a\u52e7\u3081\u3057\u307e\u3059\u3002)<\/cite><\/blockquote>\n\n\n\n<p class=\"has-text-align-right\">\u5f15\u7528\uff1a<a href=\"https:\/\/github.com\/Stability-AI\/stablediffusion\">Stability-AI \/ stablediffusion<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u306e\u4f7f\u3044\u65b9<\/h2>\n\n\n\n<p>Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u3092\u4f7f\u3046\u305f\u3081\u306b\u306f\u3001\u2460torch\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3057\u3066\u3001\u2461xformers\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u308c\u305e\u308c\u306e\u30b9\u30c6\u30c3\u30d7\u3092\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2460torch\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3059\u308b<\/h3>\n\n\n\n<p>xformers\u3092\u6709\u52b9\u306b\u3059\u308b\u524d\u306btorch\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>torch\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u5bfe\u5fdc\u3059\u308bxformers\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u4e0b\u8a18\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">torch\u304c1.x\u7cfb\u306e\u5834\u5408\u30fb\u30fb\u30fbxformers=\uff5e0.0.16<br>torch\u304c2.x\u7cfb\u306e\u5834\u5408\u30fb\u30fb\u30fbxformers=0.0.17\uff5e<\/mark><\/strong><\/p>\n\n\n\n<p>\u203b23\u5e745\u6708\u4ee5\u964d\u306bAUTOMATIC1111\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u65b9\u306f\u3001torch\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u30672.0.0\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/90.png\" alt=\"\" class=\"wp-image-6269\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>torch\u3068xformers\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u3042\u3063\u3066\u3044\u306a\u3044\u5834\u5408\u306f\u3001\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">torch\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u65b9\u6cd5<\/h4>\n\n\n\n<p>\uff08\uff11\uff09\u300cstable-diffusion-webui\u300d\u30d5\u30a9\u30eb\u30c0\u5185\u306e\u4e0b\u304b\u30892\u3064\u76ee\u306e\u300cwebui-user\u300d\u30d5\u30a1\u30a4\u30eb\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u7de8\u96c6\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/91.png\" alt=\"\" class=\"wp-image-6271\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\uff08\uff12\uff09\u30e1\u30e2\u5e33\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3001set COMMANDLINE_ARGS=\u306e\u5f8c\u308d\u306b\u3001<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>reinstall-torch<\/code><\/pre>\n\n\n\n<p>\u3092\u5165\u529b\u3057\u3001\u305d\u306e\u5f8c\u306b\u7d9a\u3051\u3066<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>set TORCH_COMMAND=pip install torch==2.0.0 torchvision --extra-index-url https:\/\/download.pytorch.org\/whl\/cu118<\/code><\/pre>\n\n\n\n<p>\u3092\u5165\u529b\u3057\u3066\u3001\u4e0b\u8a18\u753b\u50cf\u306e\u3088\u3046\u306b\u306a\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/image-239.png\" alt=\"\" class=\"wp-image-6272\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\uff08\uff13\uff09\u30d5\u30a1\u30a4\u30eb\u2192\u4e0a\u66f8\u304d\u4fdd\u5b58\u3092\u3057\u3066\u3001\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u3068torch\u304c\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">xformers\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u65b9\u6cd5<\/h4>\n\n\n\n<p>\uff08\uff11\uff09Windows\u306e\u691c\u7d22\u304b\u3089\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/image-240.png\" alt=\"\" class=\"wp-image-6273\"\/><\/figure>\n\n\n\n<p>\uff08\uff12\uff09\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5165\u529b\u3057\u3001\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u5909\u66f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd \"C:\\Users\\user\\\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\\stable-diffusion-webui\\venv\\Scripts\"<\/code><\/pre>\n\n\n\n<p>\uff08\uff13\uff09\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u5909\u66f4\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install -U xformers<\/code><\/pre>\n\n\n\n<p>\uff08\uff14\uff09\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\u4e0b\u8a18\u30b3\u30de\u30f3\u30c9\u3067\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u9069\u5207\u306b\u5b8c\u4e86\u3057\u305f\u304b\u78ba\u8a8d\u3092\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python -m xformers.info<\/code><\/pre>\n\n\n\n<p>2023\u5e745\u6708\u73fe\u5728\u3001\u300cxformers 0.0.19\u300d\u306b\u306a\u3063\u3066\u3044\u308c\u3070\u9069\u5207\u306b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2461xformers\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3059\u308b<\/h3>\n\n\n\n<p>\uff08\uff11\uff09xformers\u6a5f\u80fd\u3092\u6709\u52b9\u306b\u3059\u308b\u524d\u306b\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u53d6\u3063\u3066\u304a\u304f\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u203b\u74b0\u5883\u306b\u3088\u3063\u3066\u306f\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u308a\u3001\u4eca\u5f8c\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u60f3\u5b9a\u5916\u306e\u554f\u984c\u304c\u8d77\u3053\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081<\/p>\n\n\n\n<p>\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u53d6\u308a\u65b9\u306f\u3001\u300cstable-diffusion-webui\u300d\u30d5\u30a9\u30eb\u30c0\u5185\u306e\u4e0b\u304b\u30892\u3064\u76ee\u306e\u300cwebui-user\u300d\u30d5\u30a1\u30a4\u30eb\u3092\u30b3\u30d4\u30fc\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u53f3\u5074\u306e\u4f55\u3082\u306a\u3044\u3068\u3053\u308d\u3067\u8cbc\u308a\u4ed8\u3051\u3092\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3059\u308b\u3068\u30b3\u30d4\u30fc\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u4e0a\u306b\u3001\u300cwebui-user-\u30b3\u30d4\u30fc\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u304c\u4f5c\u6210\u3055\u308c\u308b\u306e\u3067\u3001\u4e0b\u8a18\u753b\u50cf\u306e\u3088\u3046\u306b\u540d\u524d\u306bxformers\u3092\u5165\u308c\u3066\u5206\u304b\u308a\u3084\u3059\u304f\u3059\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/87.png\" alt=\"\" class=\"wp-image-6257\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\uff08\uff12)\u30b3\u30d4\u30fc\u3057\u3066\u4f5c\u6210\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3066\u3001\u7de8\u96c6\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u4e0b\u8a18\u753b\u50cf\u306e\u3088\u3046\u306b\u30e1\u30e2\u5e33\u306e\u753b\u9762\u304c\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/image-233.png\" alt=\"\" class=\"wp-image-6258\"\/><\/figure>\n\n\n\n<p>\uff08\uff13\uff09\u300cset COMMANDLINE_ARGS=\u300d\u306e\u6a2a\u306b\u4e0b\u8a18\u306e\u6587\u7ae0\u3092\u30b3\u30d4\u30da\u3057\u3001\u30d5\u30a1\u30a4\u30eb\u2192\u4e0a\u66f8\u304d\u4fdd\u5b58\u3067\u30e1\u30e2\u5e33\u3092\u9589\u3058\u307e\u3059\u3002\u3053\u308c\u3067xformers\u6a5f\u80fd\u306e\u6709\u52b9\u5316\u306f\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>--xformers<\/code><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/88.png\" alt=\"\" class=\"wp-image-6261\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\uff08\uff14\uff09\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u3044\u3066Stable Diffusion\u3092\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u300cInstalling xformers\u300d\u3068\u8868\u793a\u3055\u308c\u308c\u3070\u3001xformers\u306e\u6709\u52b9\u5316\u304c\u9069\u5207\u306b\u5b8c\u4e86\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/89.png\" alt=\"\" class=\"wp-image-6262\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u300cxformers\u6a5f\u80fd\u300d\u3067\u3069\u306e\u304f\u3089\u3044\u9ad8\u901f\u5316\u3055\u308c\u308b\uff1f<\/h2>\n\n\n\n<p>\u4eca\u56de\u306f\u4e0b\u8a18\u306e\u30b9\u30fc\u30d1\u30fc\u30de\u30f3\u306e\u30b3\u30b9\u30d7\u30ec\u3092\u3057\u305f\u7f8e\u5973\u3092\u751f\u6210\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u691c\u8a3c\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n\n\n\n<p>\u4f7f\u7528\u30e2\u30c7\u30eb\uff1aBeautiful Realistic Asians<br>Sampling method\uff1aDPM++ 2M Karras<br>Sampling steps\uff1a30<br>Width\uff1a512<br>Height\uff1a512<br>Batch count\uff1a1<br>Batch size\uff1a1<br>CFG Scale\uff1a9<br>Script\uff1aNone<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">xformers\u6a5f\u80fd\u304c\u7121\u52b9\u306e\u5834\u5408<\/mark><\/strong><\/p>\n\n\n\n<p>\u751f\u6210\u306b\u304b\u304b\u3063\u305f\u6642\u9593\uff1a<strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">13.16\u79d2<\/mark><\/strong><\/p>\n\n\n\n<p>\u751f\u6210\u3057\u305f\u753b\u50cf<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/image-236.png\" alt=\"\" class=\"wp-image-6267\"\/><\/figure>\n\n\n\n<p><strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">xformers\u6a5f\u80fd\u304c\u6709\u52b9\u306e\u5834\u5408<\/mark><\/strong><\/p>\n\n\n\n<p>\u751f\u6210\u306b\u304b\u304b\u3063\u305f\u6642\u9593\uff1a<strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">12.95\u79d2<\/mark><\/strong><\/p>\n\n\n\n<p>\u751f\u6210\u3057\u305f\u753b\u50cf<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/00040-4123363793.png\" alt=\"\" class=\"wp-image-6264\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u307b\u3093\u306e\u50c5\u304b\u306a\u5dee\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001xformers\u304c\u6709\u52b9\u306b\u3057\u305f\u6642\u306e\u65b9\u304c\u77ed\u3044\u6642\u9593\u3067\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u74b0\u5883\u306b\u3088\u3063\u3066\u306f2\u500d\u307b\u3069\u751f\u6210\u6642\u9593\u3092\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u5834\u5408\u3082\u3042\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u306e\u6ce8\u610f\u70b9<\/h2>\n\n\n\n<p>Stable Diffusion\u3092\u9ad8\u901f\u5316\u3059\u308b\u300cxformers\u6a5f\u80fd\u300d\u306e\u6ce8\u610f\u70b9\u3068\u3057\u3066\u4e3b\u306b\u3001<\/p>\n\n\n\n<p><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">\u2460\u751f\u6210\u7d50\u679c\u304c\u4e00\u8cab\u3057\u306a\u3044<br>\u2461\u30b0\u30e9\u30dc\u306b\u3088\u3063\u3066\u306f\u300cxformers\u6a5f\u80fd\u300d\u304c\u4f7f\u3048\u306a\u3044<br>\u2462\u30b0\u30e9\u30dc\u306e\u6027\u80fd\u306b\u3088\u308b\u5dee\u304c\u5927\u304d\u3044<\/mark><\/p>\n\n\n\n<p>\u306e3\u3064\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u305d\u308c\u305e\u308c\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2460\u751f\u6210\u7d50\u679c\u304c\u4e00\u8cab\u3057\u306a\u3044<\/h3>\n\n\n\n<p>xformers\u3092\u6709\u52b9\u5316\u3059\u308b\u3068\u3001\u540c\u3058\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3067\u3082\u3001\u753b\u50cf\u3092\u751f\u6210\u3057\u305f\u969b\u306b\u51fa\u529b\u7d50\u679c\u304c\u4e00\u8cab\u3057\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u304c\u3001Stable Diffusion\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><\/p>\n<cite>The new xformers optimization has something that makes it so that when given the same parameters for generation the same image won&#8217;t be generated, see examples below.<br>\uff08\u8a33\uff1a\u65b0\u3057\u3044xformers\u306e\u6700\u9069\u5316\u3067\u306f\u3001\u751f\u6210\u306b\u540c\u3058\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u4e0e\u3048\u308b\u3068\u3001\u540c\u3058\u753b\u50cf\u304c\u751f\u6210\u3055\u308c\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\uff09<\/cite><\/blockquote>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/06\/image-241.png\" alt=\"\" class=\"wp-image-6274\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-right\">\u5f15\u7528\uff1a<a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/issues\/1999\">AUTOMATIC1111\/stable-diffusion-webui<\/a><\/p>\n\n\n\n<p>\u4ed6\u306e\u4eba\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u53c2\u8003\u306b\u3059\u308b\u5834\u5408\u306a\u3069\u306f\u3001xformers\u3092\u6709\u52b9\u5316\u3057\u306a\u3044\u65b9\u304c\u304a\u624b\u672c\u901a\u308a\u306e\u753b\u50cf\u3092\u51fa\u529b\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2461NVIDIA\u4ee5\u5916\u306eGPU\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u300cxformers\u6a5f\u80fd\u300d\u304c\u4f7f\u3048\u306a\u3044<\/h3>\n\n\n\n<p>Stable Diffusion\u306e\u516c\u5f0f\u30da\u30fc\u30b8\u306b\u3082\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">\u4f7f\u7528\u3057\u3066\u3044\u308b\u30b0\u30e9\u30dc\u304cNVIDIA\u4ee5\u5916\u306eGPU\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u5834\u5408\u3001xformers\u6a5f\u80fd\u306b\u3088\u308b\u9ad8\u901f\u5316\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/mark><\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><\/p>\n<cite>The Xformers library provides an optional method to accelerate image generation. This enhancement is exclusively available for NVIDIA GPUs, optimizing image generation and reducing VRAM usage at the expense of producing&nbsp;<a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/discussions\/2705#discussioncomment-4024378\">non-deterministic<\/a>&nbsp;results.<br>\uff08\u8a33\uff1aXformers \u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u306f\u3001\u753b\u50cf\u751f\u6210\u3092\u9ad8\u901f\u5316\u3059\u308b\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u62e1\u5f35\u306fNVIDIA GPU\u5c02\u7528\u3067\u3001\u753b\u50cf\u751f\u6210\u3092\u6700\u9069\u5316\u3057\u3001\u975e\u6c7a\u5b9a\u8ad6\u7684\u306a\u7d50\u679c\u3092\u751f\u6210\u3059\u308b\u4ee3\u511f\u3068\u3057\u3066VRAM\u4f7f\u7528\u91cf\u3092\u524a\u6e1b\u3057\u307e\u3059\u3002\uff09<\/cite><\/blockquote>\n\n\n\n<p class=\"has-text-align-right\">\u5f15\u7528\uff1a<a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/wiki\/Xformers\">AUTOMATIC1111\/stable-diffusion-webui<\/a><\/p>\n\n\n\n<p>AMD\u88fd\u306eRadeon\u30b7\u30ea\u30fc\u30ba\u3084MacBook\u3067\u306f\u3001xformers\u6a5f\u80fd\u306b\u3088\u308b\u9ad8\u901f\u5316\u3092\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u304b\u3089GPU\u306e\u8cfc\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u306f\u3001NVIDIA\u88fd\u306eGPU\u3092\u642d\u8f09\u3057\u305f\u30b0\u30e9\u30dc\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<!-- START MoshimoAffiliateEasyLink -->\n<script 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