{"id":5510,"date":"2023-06-22T03:43:27","date_gmt":"2023-06-21T18:43:27","guid":{"rendered":"https:\/\/bocek.co.jp\/media\/?p=5510"},"modified":"2023-07-24T15:44:18","modified_gmt":"2023-07-24T06:44:18","slug":"stable-diffusion%e3%81%a7%e7%94%bb%e5%83%8f%e3%81%8c%e7%94%9f%e6%88%90%e3%81%95%e3%82%8c%e3%81%aa%e3%81%84%e5%a0%b4%e5%90%88%e3%81%ae%e5%af%be%e5%87%a6%e6%b3%95%e3%81%be%e3%81%a8%e3%82%81","status":"publish","type":"post","link":"https:\/\/taskhub.jp\/magazine\/exercise\/stable-diffusion\/5510\/","title":{"rendered":"Stable Diffusion\u3067\u753b\u50cf\u304c\u751f\u6210\u3055\u308c\u306a\u3044\u306a\u3069\u30a8\u30e9\u30fc\u3078\u306e\u5bfe\u51e6\u6cd5\u307e\u3068\u3081"},"content":{"rendered":"\n<p>Stable diffusion\u3067\u753b\u50cf\u751f\u6210\u3092\u884c\u3046\u969b\u306b\u3001\u69d8\u3005\u306a\u539f\u56e0\u3067\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u4eca\u56dePROMPTY\u3067\u306f\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u74b0\u5883\u306a\u3069\u304b\u3089\u3088\u304f\u767a\u751f\u3057\u3066\u3057\u307e\u3046\u30a8\u30e9\u30fc\u3068\u305d\u306e\u5bfe\u51e6\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<!-- START MoshimoAffiliateEasyLink -->\n<script 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RTX\u30b7\u30ea\u30fc\u30ba]\uff62\u30d0\u30eb\u30af\u54c1\uff63\u3000GGRTX3060E12GBOCDF\",\"b\":\"\",\"t\":\"\",\"d\":\"https:\\\/\\\/thumbnail.image.rakuten.co.jp\",\"c_p\":\"\\\/@0_mall\\\/r-kojima\\\/cabinet\\\/n0000000438\",\"p\":[\"\\\/4988755057660_1.jpg\",\"\\\/4988755057660_2.jpg\",\"\\\/4988755057660_3.jpg\"],\"u\":{\"u\":\"https:\\\/\\\/item.rakuten.co.jp\\\/r-kojima\\\/4988755057660\\\/\",\"t\":\"rakuten\",\"r_v\":\"\"},\"v\":\"2.1\",\"b_l\":[{\"u_tx\":\"Amazon\u3067\u898b\u308b\",\"u_bc\":\"#f79256\",\"u_url\":\"https:\\\/\\\/www.amazon.co.jp\\\/%E7%8E%84%E4%BA%BA%E5%BF%97%E5%90%91-RTX3060%E6%90%AD%E8%BC%89-%E3%82%B0%E3%83%A9%E3%83%95%E3%82%A3%E3%83%83%E3%82%AF%E3%83%9C%E3%83%BC%E3%83%89-GAMING%E3%82%B7%E3%83%AA%E3%83%BC%E3%82%BA-GG-RTX3060-E12GB\\\/dp\\\/B08XMC4QJ1?__mk_ja_JP=%E3%82%AB%E3%82%BF%E3%82%AB%E3%83%8A\\u0026crid=1T7MACSOAMXQW\\u0026keywords=RTX+3060\\u0026qid=1687482569\\u0026s=computers\\u0026sprefix=rtx+3060%2Ccomputers%2C173\\u0026sr=1-3\\u0026linkCode=ll1\\u0026tag=aiprompty-22\\u0026linkId=47289e1817d554ba4fa8a872f3f0a881\\u0026language=ja_JP\\u0026ref_=as_li_ss_tl\",\"s_n\":\"custom_2\",\"u_so\":0,\"a_id\":0,\"p_id\":0,\"pc_id\":0,\"pl_id\":0,\"id\":2},{\"id\":1,\"u_tx\":\"\u697d\u5929\u5e02\u5834\u3067\u898b\u308b\",\"u_bc\":\"#f76956\",\"u_url\":\"https:\\\/\\\/item.rakuten.co.jp\\\/r-kojima\\\/4988755057660\\\/\",\"a_id\":4045895,\"p_id\":54,\"pl_id\":27059,\"pc_id\":54,\"s_n\":\"rakuten\",\"u_so\":1},{\"u_tx\":\"Yahoo!\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u3067\u898b\u308b\",\"u_bc\":\"#66a7ff\",\"u_url\":\"https:\\\/\\\/ck.jp.ap.valuecommerce.com\\\/servlet\\\/referral?sid=3695272\\u0026pid=889402497\\u0026vc_url=https%3A%2F%2Fstore.shopping.yahoo.co.jp%2Ftsukumo-y%2F4988755057660.html%3Fsc_i%3Dshp_pc_search_itemlist_shsrg_title\",\"s_n\":\"custom_3\",\"u_so\":3,\"a_id\":0,\"p_id\":0,\"pc_id\":0,\"pl_id\":0,\"id\":3}],\"eid\":\"HcjZG\",\"s\":\"s\"});\n<\/script>\n<div id=\"msmaflink-HcjZG\">\u30ea\u30f3\u30af<\/div>\n<!-- MoshimoAffiliateEasyLink END -->\n\n\n\n<h2 class=\"wp-block-heading\">\u69d8\u3005\u306a\u74b0\u5883\u3067\u5171\u901a\u3057\u3066\u8d77\u304d\u3066\u3057\u307e\u3046\u30a8\u30e9\u30fc<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u56e0\u2460\uff1a\u7a81\u5982\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046<\/h3>\n\n\n\n<p>\u753b\u50cf\u751f\u6210\u3092\u884c\u3063\u3066\u3044\u308b\u969b\u306b\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u3001\u7a81\u5982\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><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\/FireShot-Capture-047-Stable-Diffusion-395fb8f3efca79f73f.gradio.live_-1-1024x559.png\" alt=\"\" class=\"wp-image-5514\"\/><\/figure>\n\n\n\n<p>\u3053\u3046\u3044\u3063\u305f\u30a8\u30e9\u30fc\u304c\u8d77\u304d\u3066\u3044\u308b\u5834\u5408\u306f\u3001Stable Diffusion\u306e\u518d\u8d77\u52d5\u3092\u8a66\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u56e0\u2461\uff1aVRAM\u4e0d\u8db3\u3067\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u3044<\/h3>\n\n\n\n<p>Stable Diffusion\u3067\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001VRAM\u306e\u5bb9\u91cf\u306f\u3068\u3066\u3082\u91cd\u8981\u3067\u3059\u3002Stable Diffusion\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3042\u308aVRAM\u306e\u5bb9\u91cf\u306f\u6700\u4f4e\u3067\u30824GB\u4ee5\u4e0a\u306f\u5fc5\u8981\u3068\u3055\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001VRAM\u306e\u5bb9\u91cf\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u3068\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306a\u30a8\u30e9\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Not enough memory,use lower resolution(max approx,<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\"><strong>\u89e3\u50cf\u5ea6<\/strong><\/mark>).\nNeed:<strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">\u8981\u6c42\u3055\u308c\u308bVRAM\u306e\u5bb9\u91cf<\/mark><\/strong>,Have:<strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-red-color\">\u73fe\u5728\u306eVRAM\u306e\u5bb9\u91cf<\/mark><\/strong><\/code><\/pre>\n\n\n\n<p>VRAM\u306e\u4f7f\u7528\u5bb9\u91cf\u3092\u6291\u3048\u308b\u65b9\u6cd5\u306e\u4e00\u3064\u3068\u3057\u3066\u3001Stable Diffusion\u306eWeb UI\uff08AUTOMATIC1111\uff09\u306e\u8d77\u52d5\u30d0\u30c3\u30c1\u30d5\u30a1\u30a4\u30eb\uff08webui-user.bat\uff09\u5185\u306b\u300e\u2013medvram\u300f\u3068\u66f8\u304d\u8fbc\u3080\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u3063\u3066\u3001VRAM\u304c\u884c\u3046\u4f5c\u696d\u306e\u4e00\u90e8\u3092CPU\u306b\u3088\u3063\u3066\u884c\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002\u305d\u306e\u4e00\u65b9\u3067\u3001\u753b\u50cf\u751f\u6210\u30b9\u30d4\u30fc\u30c9\u306f\u4f4e\u4e0b\u3057\u3066\u3057\u307e\u3046\u306e\u3067\u3001\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u3055\u3089\u306b\u3053\u308c\u3067\u3082\u89e3\u6d88\u3055\u308c\u306a\u3044\u5834\u5408\u306f\u3001<strong>\u300e\u2013lowvram\u300f<\/strong>\u3068\u8a18\u5165\u3057\u307e\u3057\u3087\u3046\u3002\u753b\u50cf\u751f\u6210\u306e\u30b9\u30d4\u30fc\u30c9\u306f\u3055\u3089\u306b\u9045\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u304c\u3001VRAM\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Google Colab\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u969b\u306e\u30a8\u30e9\u30fc<\/h2>\n\n\n\n<p>Stable Diffusion\u3092Google Colab\u3067\u4f7f\u7528\u3057\u3066\u3044\u308b\u3068\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3066\u7a81\u7136\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u69d8\u3005\u306a\u53ef\u80fd\u6027\u304c\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u56e0\u2460\uff1a\u7121\u6599\u7248\u306eGoogle Colab\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b<\/h3>\n\n\n\n<p>Stable Diffusion\u3092\u7121\u6599\u306eGoogle Colab\u3067\u52d5\u304b\u305d\u3046\u3068\u3059\u308b\u3068\u3001\u30b5\u30fc\u30d0\u30fc\u304c\u904e\u8ca0\u8377\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u3001\u4e0b\u306e\u753b\u50cf\u306e\u3088\u3046\u306b\u7a81\u5982\u4f7f\u7528\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><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\/FireShot-Capture-006-Stable-Diffusion-df6e5eb63cf749ee23.gradio.live_-1024x710.png\" alt=\"\" class=\"wp-image-5513\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u5bfe\u51e6\u6cd5\u2460\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u306a\u308b\u3079\u304f\u7c21\u5358\u306a\u3082\u306e\u306b\u3059\u308b<\/h4>\n\n\n\n<p>\u8907\u96d1\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u3068\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u50be\u5411\u306b\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u8907\u96d1\u306a\u30dd\u30fc\u30ba\u3084\u30cd\u30ac\u30c6\u30a3\u30d6\u30d7\u30ed\u30f3\u30d7\u30c8\u306a\u3069\u306e\u6307\u5b9a\u306f\u306a\u308b\u3079\u304f\u907f\u3051\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5bfe\u51e6\u6cd5\u2461\uff1aGoogle Colab\u306e\u6709\u6599\u7248\u3092\u8cfc\u5165\u3059\u308b<\/h4>\n\n\n\n<p>\u305d\u308c\u3067\u3082\u3001\u8907\u96d1\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u306a\u3069\u3092\u4f7f\u7528\u3057\u3066\u753b\u50cf\u3092\u751f\u6210\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u6709\u6599\u7248\u306eGoogle Colab\u306b\u52a0\u5165\u3059\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u3087\u3046\u3002\u6709\u6599\u7248\u3067\u3042\u308c\u3070\u3001\u7a81\u5982\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u304f\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001\u4f7f\u7528\u3067\u304d\u308bGPU\u306e\u7a2e\u985e\u3082\u5897\u3048\u308b\u306e\u3067\u3001\u753b\u50cf\u751f\u6210\u306e\u30b9\u30d4\u30fc\u30c9\u3082\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u56e0\u2461\uff1aPython\u3092\u8d77\u52d5\u305b\u305a\u306bStable Diffusion\u3092\u8d77\u52d5\u3057\u3066\u3044\u308b<\/h3>\n\n\n\n<p>Stable Diffusion WebUI\u3092\u4f7f\u7528\u3059\u308b\u306b\u306fPython\u306e\u8d77\u52d5\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<p>Python\u306e\u8d77\u52d5\u306b\u306f\u3001WebUI\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u524d\u306b\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>%pip install torch==2.0.0+cu118 torchvision==0.15.1+cu118 torchtext torchaudio torchdata==0.6.0 --index-url https:\/\/download.pytorch.org\/whl\/cu118<\/code><\/pre>\n\n\n\n<p>\u3053\u308c\u3092\u5b9f\u884c\u3057\u305f\u5f8c\u306b\u3001Stable Diffusion WebUI\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AUTOMATIC1111\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u969b\u306b\u8d77\u3053\u3063\u3066\u3057\u307e\u3046\u30a8\u30e9\u30fc<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u56e0\uff1aPruned\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u969b\u306b\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u3044<\/h3>\n\n\n\n<p>Pruned\u306efp16\u3068\u3044\u3046\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3057\u3066\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001\u7279\u5b9a\u306e\u30a8\u30e9\u30fc\u304c\u51fa\u3066\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3066\u3057\u307e\u3046\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u30a8\u30e9\u30fc\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>modules.devices.NansException: A tensor with all NaNs was produced in Unet. This could be either because there\u2019s not enough precision to represent the picture, or because your video card does not support half type. Try setting the \u201cUpcast cross attention layer to float32\u201d option in Settings &gt; Stable Diffusion or using the \u2013no-half commandline argument to fix this. Use \u2013disable-nan-check commandline argument to disable this check.<\/code><\/pre>\n\n\n\n<p>\u3053\u306e\u30a8\u30e9\u30fc\u306b\u95a2\u3057\u3066\u3001settings&gt;stable diffusion&gt;<strong>Upcast cross attention layer to float32<\/strong>\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u3001\u3053\u306e\u8a2d\u5b9a\u3092\u9069\u7528\u3059\u308b\u3068\u6539\u5584\u3055\u308c\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><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\/FireShot-Capture-048-Stable-Diffusion-0195f27469b7d251d2.gradio.live_-1024x446.png\" alt=\"\" class=\"wp-image-5551\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">NMKD Stable Diffusion GUI&nbsp;\u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u8d77\u3053\u3063\u3066\u3057\u307e\u3046\u30a8\u30e9\u30fc<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u56e0\u2460\uff1a\u751f\u6210\u3055\u308c\u308b\u753b\u50cf\u304c\u7dd1\u4e00\u8272\u307e\u305f\u306f\u9ed2\u4e00\u8272\u306b\u306a\u3063\u3066\u3057\u307e\u3046<\/h3>\n\n\n\n<p>\u4f7f\u7528\u3057\u3066\u3044\u308b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\u304cGeForce GTX16\u7cfb\uff081660\u30011660 Super\u30011660 Ti\uff09\u3067\u3042\u308b\u5834\u5408\u3001\u3053\u306e\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5bfe\u51e6\u6cd5\u2460\uff1aUse Full Precision\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u308b<\/h4>\n\n\n\n<p>\u30a6\u30a3\u30f3\u30c9\u30a6\u53f3\u4e0a\u306e\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001Settings\uff08\u8a2d\u5b9a\uff09\u753b\u9762\u3092\u958b\u3044\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u3053\u3067\u3001\u300cUse Full Precision\u300d\u306b\u30c1\u30a7\u30c3\u30af\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u753b\u50cf\u751f\u6210\u304c\u6b63\u5e38\u306b\u884c\u308f\u308c\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5bfe\u51e6\u6cd5\u2461\uff1a\u4f4e\u30e1\u30e2\u30ea\u30e2\u30fc\u30c9\u306b\u5207\u308a\u66ff\u3048\u308b<\/h4>\n\n\n\n<p>\u4e0a\u306e\u5bfe\u51e6\u3092\u884c\u3063\u3066\u89e3\u6c7a\u3057\u306a\u3044\u5834\u5408\u3001VRAM\u306e\u4e0d\u8db3\u306b\u3088\u308a\u753b\u50cf\u304c\u751f\u6210\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u5834\u5408\u306f\u3001\u8a2d\u5b9a\u3092\u8abf\u6574\u3057\u3066\u4f4e\u30e1\u30e2\u30ea\u30e2\u30fc\u30c9\u306b\u5207\u308a\u66ff\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u203b Settings \u753b\u9762\u306e\u4e00\u756a\u4e0a\u306e\u300cImage Generation Implementation\u300d\u306e\u8a2d\u5b9a\u9805\u76ee\u3092\u300cStable Diffusion\uff08OptimizedSD &#8211; CUDA &#8211; Low Memory Mode\uff09\u300d\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u3067\u3001\u4f4e\u30e1\u30e2\u30ea\u30e2\u30fc\u30c9\u306b\u5207\u308a\u66ff\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u3063\u3066\u753b\u50cf\u304c\u6b63\u5e38\u306b\u751f\u6210\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002\uff08\u4e00\u90e8\u306e\u74b0\u5883\u3067\u306f\u3046\u307e\u304f\u3044\u304b\u306a\u3044\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\uff09<\/p>\n\n\n\n<p>\u203b\u3082\u3057\u3082\u4f4e\u30e1\u30e2\u30ea\u30e2\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u305f\u304f\u306a\u3044\u5834\u5408\u306f\u3001\u751f\u6210\u3059\u308b\u753b\u50cf\u306e\u30b5\u30a4\u30ba\uff08Resolution\uff09\u3092\u6700\u5c0f\u306e320\u00d7320\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u4f4eVRAM\u30e2\u30fc\u30c9\u3092\u4f7f\u7528\u305b\u305a\u306b\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u539f\u56e0\u2461\uff1aError failed to load model \u3068\u8868\u793a\u3055\u308c\u3001\u4f55\u3082\u753b\u50cf\u304c\u751f\u6210\u3055\u308c\u306a\u3044<\/h3>\n\n\n\n<p>\u753b\u50cf\u751f\u6210\u3059\u308b\u969b\u306b&nbsp;<strong>Error failed to load model<\/strong>&nbsp;\u3068\u8868\u793a\u3055\u308c\u3001\u4f55\u3082\u753b\u50cf\u304c\u751f\u6210\u3055\u308c\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u30e2\u30c7\u30eb\u8aad\u307f\u8fbc\u307f\u306e\u5931\u6557\u3092\u610f\u5473\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306fVRAM\u306e\u5bb9\u91cf\u4e0d\u8db3\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30a8\u30e9\u30fc\u5185\u5bb9\u2460<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Canceling. Reason: Process has errored: - Implementation: InvokeAi - Force Kill: False\nKilling current task's processes.\nExportLoop END\nNo images generated.<\/code><\/pre>\n\n\n\n<p>\u30a8\u30e9\u30fc\u5185\u5bb9\u2461<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>** model sd-v1-5-fp16.ckpt-vae-ft-mse-840000-ema-pruned.ckpt could not be loaded: CUDA out of memory. Tried to allocate \u25cb\u25cb MiB (GPU 0; \u25cb\u25cb GiB total capacity;\u3000\u25cb\u25cb\u3000GB already allocated; 0 bytes free; \u25cb\u25cb GiB reserved in total by PyTorch) If reserved memory is &gt;&gt; allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">\u5bfe\u51e6\u6cd5\u2460\uff1a\u751f\u6210\u3059\u308b\u753b\u50cf\u306e\u30b5\u30a4\u30ba\u3092\u5c0f\u3055\u3044\u3082\u306e\u306b\u3059\u308b<\/h4>\n\n\n\n<p>Resolution (\u89e3\u50cf\u5ea6) \u3092\u4e00\u756a\u5c0f\u3055\u3044 320\u00d7320 \u306b\u3057\u3066\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u3068\u89e3\u6c7a\u3059\u308b\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u5bfe\u51e6\u6cd5\u2461\uff1aVRAM\u4f7f\u7528\u91cf\u3092\u6e1b\u3089\u3059 \u4f4e\u30e1\u30e2\u30ea\u30e2\u30fc\u30c9 \u3092\u4f7f\u7528\u3059\u308b<\/h4>\n\n\n\n<p>\u753b\u9762\u53f3\u4e0a\u306b\u3042\u308b\u6b6f\u8eca\u30a2\u30a4\u30b3\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001Settings\uff08\u8a2d\u5b9a\uff09\u753b\u9762\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u8a2d\u5b9a\u9805\u76ee\u306e\u4e00\u756a\u4e0a\u306b\u3042\u308b\u300cImage Generation Implementation\u300d\u3092\u300cStable Diffusion\uff08OptimizedSD &#8211; CUDA &#8211; Low Memory Mode\uff09\u300d\u306b\u5909\u66f4\u3059\u308b\u3053\u3068\u3067\u3001\u4f4e\u30e1\u30e2\u30ea\u30e2\u30fc\u30c9\u3092\u6709\u52b9\u306b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30e2\u30fc\u30c9\u3092\u6709\u52b9\u306b\u3059\u308b\u3068\u3001\u4e00\u90e8\u306e\u6a5f\u80fd\u304c\u5236\u9650\u3055\u308c\u3001\u753b\u50cf\u751f\u6210\u306b\u304b\u304b\u308b\u6642\u9593\u304c\u5897\u52a0\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3053\u306e\u30e2\u30fc\u30c9\u3067\u306f\u30014 GB\u306a\u3069\u306e\u5c11\u306a\u3044VRAM\u5bb9\u91cf\u3067\u3082\u3001\u5927\u304d\u3081\u306e\u30b5\u30a4\u30ba\u3067\u753b\u50cf\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>Stable Diffusion\u3067\u753b\u50cf\u751f\u6210\u304c\u51fa\u6765\u306a\u3044\u539f\u56e0\u306e\u591a\u304f\u306f\u3001VRAM\u306e\u5bb9\u91cf\u4e0d\u8db3\u306b\u3088\u308b\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002\u3053\u3046\u3044\u3063\u305f\u554f\u984c\u306f\u3001\u4f4e\u30e1\u30e2\u30ea\u30e2\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u89e3\u6c7a\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u89e3\u50cf\u5ea6\u306e\u5927\u304d\u3044\u753b\u50cf\u3092\u751f\u6210\u3057\u305f\u3044\u969b\u306b\u306f\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\u306e\u30b9\u30da\u30c3\u30af\u306a\u3069\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3059\u308b\u306a\u3069\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uff5eStable Diffusion\u3067\u7d20\u65e9\u304f\u753b\u50cf\u751f\u6210\u3059\u308b\u306b\u306f\uff5e<\/h2>\n\n\n\n<p><strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">Stable Diffusion\u306e\u753b\u50cf\u751f\u6210\u30b9\u30d4\u30fc\u30c9\u3084\u753b\u50cf\u30b5\u30a4\u30ba\u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\uff08GPU\uff09\u306e\u6027\u80fd\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>\u3053\u306e\u305f\u3081\u3001\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u5feb\u9069\u306a\u753b\u50cf\u751f\u6210\u3092\u671b\u3080\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u3001\u6700\u9069\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\u306e\u9078\u629e\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u63a8\u8ad6\u51e6\u7406\u3084LoRA\u306a\u3069\u306e\u8ffd\u52a0\u5b66\u7fd2\u51e6\u7406\u3068\u3044\u3063\u305f\u5927\u91cf\u306e\u8a08\u7b97\u3092\u52b9\u7387\u3088\u304f\u884c\u3046\u305f\u3081\u306b\u306f\u3001<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">12GB\u4ee5\u4e0a\u306eVRAM\u3092\u6301\u3064\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\u3092\u9078\u3076\u3053\u3068\u3092\u5f37\u304f\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>2GB\u30844GB\u306eVRAM\u3092\u6301\u3064\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\u3067\u306f\u3001\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u3084\u9ad8\u89e3\u50cf\u5ea6\u306e\u753b\u50cf\u751f\u6210\u306b\u652f\u969c\u304c\u51fa\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u30b3\u30b9\u30d1\u3092\u91cd\u8996\u3059\u308b\u65b9\u306f\u3001<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">RTX 3060<\/mark><\/strong>\u3092\u9078\u3076\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\u3092\u4f7f\u3048\u3070\u3001Stable 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