{"id":1965,"date":"2026-02-25T16:03:44","date_gmt":"2026-02-25T08:03:44","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/1965"},"modified":"2026-02-25T16:03:44","modified_gmt":"2026-02-25T08:03:44","slug":"token%e7%8b%82%e9%a3%99gpu%e6%b6%a8%e4%bb%b730%ef%bc%8cai%e7%bb%98%e5%9b%be%e5%b8%88%e5%a6%82%e4%bd%95%e9%9b%b6%e6%98%be%e5%8d%a1%e6%88%90%e6%9c%ac%e8%b7%91stable-diffusion-xl%ef%bc%9f%e6%98%9f","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/1965","title":{"rendered":"Token\u72c2\u98d9+GPU\u6da8\u4ef730%\uff0cAI\u7ed8\u56fe\u5e08\u5982\u4f55\u96f6\u663e\u5361\u6210\u672c\u8dd1Stable Diffusion XL\uff1f\u661f\u5b87\u667a\u7b97\u4e00\u952e\u51fa\u56fe\u5b9e\u6d4b"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/02\/1772006623_001fab.png\" alt=\"Token\u72c2\u98d9+GPU\u6da8\u4ef730%\uff0cAI\u7ed8\u56fe\u5e08\u5982\u4f55\u96f6\u663e\u5361\u6210\u672c\u8dd1Stable Diffusion XL\uff1f\u661f\u5b87\u667a\u7b97\u4e00\u952e\u51fa\u56fe\u5b9e\u6d4b\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u6469\u6839\u5927\u901a\u6700\u65b0\u7814\u62a5\uff1a\u8fc7\u53bb 12 \u4e2a\u6708\uff0c\u5168\u7403\u5934\u90e8\u5927\u6a21\u578b Token \u6d88\u8017\u91cf\u7ffb\u4e86 17 \u500d\uff0c\u5e26\u52a8\u9ad8\u7aef GPU \u73b0\u8d27\u4ef7\u534a\u5e74\u4e0a\u6da8 30%\u3002\u4eac\u4e1c\u3001\u534e\u5f3a\u5317\u6e20\u9053\u5546\u7eb7\u7eb7\u6302\u51fa\u201cRTX 4090 \u7f3a\u8d27\u201d\u544a\u793a\uff0c\u4e8c\u624b\u5e02\u573a\u540c\u6b3e\u5361\u6ea2\u4ef7 40% \u4ecd\u4e00\u5361\u96be\u6c42\u3002<\/p>\n<\/blockquote>\n<p>\u5f53\u201cToken \u72c2\u98d9\u201d\u6210\u4e3a AI \u5708\u7684\u5e74\u5ea6\u5173\u952e\u8bcd\uff0c\u6700\u5148\u88ab\u6324\u7206\u7684\u5374\u662f AI \u7ed8\u56fe\u5e08\u7684\u672c\u5730\u5de5\u4f5c\u7ad9\uff1a<br \/>\n&#8211; \u7b14\u8bb0\u672c 8G \u663e\u5b58\u521a\u542f\u52a8 Stable Diffusion XL \u5c31 OOM<br \/>\n&#8211; \u516c\u53f8\u673a\u623f\u6392\u961f 3 \u5c0f\u65f6\u624d\u8f6e\u4e00\u6b21 512\u00d7512 \u6d4b\u8bd5\u56fe<br \/>\n&#8211; \u60f3\u81ea\u8d2d RTX 4090\uff0c\u7535\u5546\u9875\u9762\u6e05\u4e00\u8272\u201c\u9884\u552e 45 \u5929\u53d1\u8d27\u201d  <\/p>\n<p>\u663e\u5361\u73b0\u8d27\u4ef7\u683c\u98d9\u5347\u3001\u4ea4\u4ed8\u5468\u671f\u62c9\u957f\uff0c\u8ba9\u201c\u96f6\u663e\u5361\u6210\u672c\u8dd1\u5927\u6a21\u578b\u201d\u4ece\u53ef\u9009\u9879\u53d8\u6210\u5fc5\u7b54\u9898\u3002  <\/p>\n<h2>\u4e91\u7b97\u529b\u4e0d\u662f\u65b0\u9c9c\u4e8b\uff0c\u4f46\u201c\u5f00\u7bb1\u5373\u753b\u201d\u624d\u662f\u786c\u521a\u9700<\/h2>\n<p>\u4f20\u7edf GPU \u670d\u52a1\u5668\u79df\u7528\u9700\u8981\u81ea\u884c\u5b89\u88c5 CUDA\u3001PyTorch\u3001WebUI\uff0c\u8c03\u901a\u4e00\u5957\u73af\u5883\u52a8\u8f84\u534a\u5929\uff1b\u800c Stable Diffusion XL \u8fed\u4ee3\u6781\u5feb\uff0c\u63d2\u4ef6\u3001ControlNet\u3001LoRA \u6bcf\u5468\u66f4\u65b0\uff0c\u672c\u5730\u521a\u914d\u597d\u5c31\u9762\u4e34\u7248\u672c\u51b2\u7a81\u3002  <\/p>\n<p>\u661f\u5b87\u667a\u7b97\u628a\u201cGPU\u4e91\u4e3b\u673a\u201d\u505a\u6210\u201cAI\u5e94\u7528\u201d\u2014\u2014\u5e73\u53f0\u9884\u88c5\u6700\u65b0 Stable Diffusion WebUI 1.8\u3001ComfyUI\u3001\u4ee5\u53ca 150+ \u70ed\u95e8 LoRA \u6a21\u578b\uff0c\u70b9\u51fb\u201c\u542f\u52a8\u201d\u540e 30 \u79d2\u5185\u81ea\u52a8\u6253\u5f00\u6d4f\u89c8\u5668\u6807\u7b7e\u9875\uff0c\u76f4\u63a5\u8f93\u5165\u63d0\u793a\u8bcd\u5c31\u80fd\u51fa\u56fe\u3002  <\/p>\n<h2>\u771f\u673a\u5b9e\u6d4b\uff1a1024\u00d71536 50 \u6b65\u91c7\u6837 &lt;30 \u79d2<\/h2>\n<p>\u6d4b\u8bd5\u914d\u7f6e\uff1a<br \/>\n&#8211; \u5b9e\u4f8b\u89c4\u683c\uff1aA100 40G\uff08PCIe\uff09<br \/>\n&#8211; \u91c7\u6837\u65b9\u6cd5\uff1aDPM++ 2M Karras<br \/>\n&#8211; \u9ad8\u5206\u8fa8\u7387\u4fee\u590d\uff1aESRGAN 4\u00d7  <\/p>\n<table>\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u672c\u5730 1080Ti 11G<\/th>\n<th>\u661f\u5b87\u667a\u7b97 A100<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>512\u00d7512 20 \u6b65<\/td>\n<td>18 s<\/td>\n<td>4 s<\/td>\n<\/tr>\n<tr>\n<td>1024\u00d71536 50 \u6b65<\/td>\n<td>2 min 05 s<\/td>\n<td>28 s<\/td>\n<\/tr>\n<tr>\n<td>\u5355\u5361\u5e76\u53d1 4 \u56fe<\/td>\n<td>OOM<\/td>\n<td>\u6bcf\u6279 35 s<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5b9e\u6d4b\u901f\u5ea6\u63d0\u5347 4 \u500d\uff0c\u663e\u5b58\u5bb9\u91cf\u6269\u5927 3.6 \u500d\uff0c\u518d\u4e5f\u65e0\u9700\u62c5\u5fc3\u201c\u7206\u663e\u5b58\u201d\u5bfc\u81f4\u6392\u961f\u3002  <\/p>\n<h2>\u6210\u672c\u8d26\uff1a\u6bcf\u5343\u5f20\u56fe\u7acb\u7701 62%<\/h2>\n<p>\u4ee5 1080Ti \u6574\u673a 1.2 \u4e07\u5143\u30013 \u5e74\u6298\u65e7\u3001\u6bcf\u65e5 8 \u5c0f\u65f6\u51fa\u56fe\u6d4b\u7b97\uff1a<br \/>\n&#8211; \u672c\u5730\u786c\u4ef6 + \u7535\u8d39 \u2248 1.45 \u5143\/\u5c0f\u65f6<br \/>\n&#8211; \u661f\u5b87\u667a\u7b97 A100 \u6309\u5206\u949f\u8ba1\u8d39\uff0c\u4f4e\u81f3 1.9 \u5143\/\u5361\u65f6\uff08\u65b0\u7528\u6237\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u8dd1 5 \u5c0f\u65f6\uff09<br \/>\n\u6298\u7b97\u5230\u6bcf\u5343\u5f20 1024 \u56fe\uff0c\u4e91\u7aef\u6210\u672c\u4ec5 0.68 \u5143\uff0c\u800c\u672c\u5730\u9ad8\u8fbe 1.78 \u5143\uff0c\u8282\u7701 62%\u3002  <\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0c\u65e0\u9700\u4e00\u6b21\u6027\u6295\u5165\u6570\u4e07\u5143 GPU \u670d\u52a1\u5668\u79df\u7528\u9884\u7b97\uff0c\u6309\u9700\u5f00\u673a\u3001\u5173\u673a\u5373\u505c\uff0c\u9879\u76ee\u6de1\u5b63\u96f6\u6d88\u8017\u3002  <\/p>\n<h2>\u957f\u5c3e\u5173\u952e\u8bcd\u81ea\u7136\u690d\u5165<\/h2>\n<ul>\n<li><strong>GPU\u670d\u52a1\u5668\u79df\u7528<\/strong> \u7075\u6d3b\u8ba1\u8d39\uff0c\u652f\u6301 A100\u3001H100\u3001RTX 4090 \u591a\u5361\u5e76\u8054\uff0c\u9002\u5408\u5927\u6a21\u578b\u5fae\u8c03  <\/li>\n<li><strong>GPU\u4e91\u4e3b\u673a<\/strong> \u5185\u7f6e 20 TB \u516c\u5171\u6a21\u578b\u5e93\uff0cControlNet\u3001AnimateDiff \u4e00\u952e\u8c03\u7528  <\/li>\n<li><strong>AI\u5e94\u7528<\/strong> \u5e02\u573a\u6301\u7eed\u4e0a\u65b0\uff0cLlama3\u3001FishSpeech\u3001RVC \u53d8\u58f0\u5668\u5373\u70b9\u5373\u73a9  <\/li>\n<\/ul>\n<p>\u6240\u6709\u8d44\u6e90\u5747\u901a\u8fc7 <a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97\u5b98\u7f51<\/a> \u76f4\u63a5\u7533\u8bf7\uff0c\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c0 \u95e8\u69db\u4f53\u9a8c\u4e91\u7aef\u9ad8\u6027\u80fd\u7b97\u529b\u3002  <\/p>\n<h2>\u5f00\u53d1\u8005\u751f\u6001\uff1a\u8ba9\u7b97\u529b\u4e0d\u518d\u53ea\u662f\u201c\u5361\u201d<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u56f4\u7ed5\u201cAI \u667a\u7b97\u5e73\u53f0\u201d\u6253\u9020\u4e09\u5927\u6838\u5fc3\u80fd\u529b\uff1a<br \/>\n1. \u6301\u4e45\u5316\u4e91\u5b58\u50a8\uff1a\u8bad\u7ec3\u4ea7\u51fa\u3001LoRA \u6743\u91cd\u8de8\u5b9e\u4f8b\u6302\u8f7d\uff0c\u5173\u673a\u6570\u636e\u4e0d\u4e22\u5931<br \/>\n2. \u955c\u50cf\u5e02\u573a\uff1aPyTorch 2.3\u3001TensorRT\u3001ONNXRunTime \u6bcf\u5468\u66f4\u65b0\uff0c\u4e00\u952e\u5207\u6362<br \/>\n3. \u56e2\u961f\u6743\u9650\uff1a\u4e3b\u8d26\u53f7\u5206\u914d\u5b50\u8d26\u53f7\uff0c\u9879\u76ee\u7ea7\u8d26\u5355\u62c6\u5206\uff0c\u4f01\u4e1a\u62a5\u9500\u4e00\u76ee\u4e86\u7136  <\/p>\n<p>\u4ece\u4e2a\u4eba\u521b\u4f5c\u8005\u5230 50 \u4eba\u7b97\u6cd5\u56e2\u961f\uff0c\u90fd\u80fd\u5728\u7edf\u4e00\u9762\u677f\u5185\u5b8c\u6210\u5f00\u53d1\u3001\u8bad\u7ec3\u3001\u63a8\u7406\u5168\u94fe\u8def\uff0c\u65e0\u9700\u81ea\u5efa\u673a\u623f\uff0c\u4e5f\u65e0\u9700\u64cd\u5fc3\u9a71\u52a8\u517c\u5bb9\u3002  <\/p>\n<h2>\u7ed3\u8bed\uff1a\u628a\u9884\u7b97\u82b1\u5728\u521b\u610f\uff0c\u800c\u4e0d\u662f\u663e\u5361<\/h2>\n<p>Token \u4ef7\u683c\u4e0e GPU 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Toke&hellip;<\/p>\n","protected":false},"author":2,"featured_media":1964,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1965","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":48,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1965","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=1965"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1965\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/1964"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=1965"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=1965"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=1965"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}