{"id":3015,"date":"2026-03-09T16:13:19","date_gmt":"2026-03-09T08:13:19","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/3015"},"modified":"2026-03-09T16:13:19","modified_gmt":"2026-03-09T08:13:19","slug":"%e8%87%aa%e8%b4%ad%e6%98%be%e5%8d%a1vs-gpu%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%a7%9f%e7%94%a8%ef%bc%9a%e4%b8%80%e5%bc%a0rtx-4090%e4%b8%80%e5%b9%b4tco-2-3%e4%b8%87%e5%85%83%ef%bc%8c%e6%98%9f%e5%ae%87","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3015","title":{"rendered":"\u81ea\u8d2d\u663e\u5361VS GPU\u670d\u52a1\u5668\u79df\u7528\uff1a\u4e00\u5f20RTX 4090\u4e00\u5e74TCO 2.3\u4e07\u5143\uff0c\u661f\u5b87\u667a\u7b97\u540c\u6027\u80fd\u4ec5\u97006,800\u5143"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1773043999_1ab79c.png\" alt=\"\u81ea\u8d2d\u663e\u5361VS GPU\u670d\u52a1\u5668\u79df\u7528\uff1a\u4e00\u5f20RTX 4090\u4e00\u5e74TCO 2.3\u4e07\u5143\uff0c\u661f\u5b87\u667a\u7b97\u540c\u6027\u80fd\u4ec5\u97006,800\u5143\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u7b97\u529b\uff0c\u6b63\u5728\u6210\u4e3a AI \u65f6\u4ee3\u7684\u201c\u786c\u901a\u8d27\u201d\u3002<br \/>\n\u8fc7\u53bb\u4e09\u4e2a\u6708\uff0cNVIDIA RTX 4090 \u73b0\u8d27\u4ef7\u4ece 1.4 \u4e07\u4e00\u8def\u6da8\u5230 1.6 \u4e07\uff0c\u90e8\u5206\u7535\u5546\u751a\u81f3\u6807\u51fa\u201c\u9650\u8d2d 1 \u7247\u201d\uff1b\u53e6\u4e00\u8fb9\uff0c\u5927\u6a21\u578b\u5fae\u8c03\u3001Stable Diffusion \u70bc\u4e39\u3001NeRF \u91cd\u5efa\u4e09\u7c7b\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u628a\u663e\u5b58\u4e0e\u529f\u8017\u53cc\u53cc\u63a8\u5411\u6781\u9650\u3002\u4e00\u5f20\u5361\u3001\u4e00\u53f0\u673a\u3001\u4e00\u95f4\u7a7a\u8c03\u623f\uff0c\u4f3c\u4e4e\u6210\u4e86\u6bcf\u4e2a\u7b97\u6cd5\u5de5\u7a0b\u5e08\u7684\u201c\u6210\u4eba\u793c\u201d\u3002<br \/>\n\u4f46\uff0c\u771f\u6709\u5fc5\u8981\u628a\u201c\u73b0\u91d1\u201d\u6362\u6210\u201c\u663e\u5361\u201d\u5417\uff1f<\/p>\n<\/blockquote>\n<h2>1. \u5e02\u573a\u8be2\u4ef7\uff1a\u73b0\u8d27 1.6 \u4e07\u53ea\u662f\u201c\u9996\u4ed8\u201d<\/h2>\n<ul>\n<li>RTX 4090 \u516c\u7248 1.6 \u4e07\u5143  <\/li>\n<li>\u5343\u74e6\u7ea7\u91d1\u724c\u7535\u6e90 0.12 \u4e07\u5143  <\/li>\n<li>Z790 \u4e3b\u677f\u3001i7-13700K\u300164 GB DDR5\u30014\u00d71 TB NVMe \u5408\u8ba1 0.9 \u4e07\u5143  <\/li>\n<li>\u5168\u5854\u673a\u7bb1+\u98ce\u9053\u6539\u9020+UPS 0.25 \u4e07\u5143<br \/>\n<strong>\u4e00\u6b21\u6027\u652f\u51fa 2.87 \u4e07\u5143<\/strong>\uff0c\u8fd9\u8fd8\u6ca1\u7b97 4K \u663e\u793a\u5668\u3001\u4e07\u5146\u7f51\u5361\u3001NVLink \u6865\u63a5\u5668\u3002  <\/li>\n<\/ul>\n<h2>2. \u9690\u6027\u6210\u672c\uff1a\u7535\u8d39 0.8 \u5143\/\u5ea6\uff0c\u4e00\u5e74\u8dd1\u6ee1 2,500 \u5143<\/h2>\n<p>RTX 4090 \u9ed8\u8ba4 350 W\uff0c\u6574\u673a 450 W\uff0c7\u00d724 \u5c0f\u65f6\u5f00\u673a\uff1a<br \/>\n<code>0.45 kW \u00d7 24 h \u00d7 365 \u5929 \u00d7 0.8 \u5143\/\u5ea6 \u2248 3,154 \u5143<\/code><br \/>\n\u518d\u52a0\u4e0a\u590f\u5b63\u7a7a\u8c03\u53cc\u500d\u529f\u8017\uff0c<strong>\u771f\u5b9e\u7535\u8d39 4,000 \u5143\/\u5e74<\/strong>\u8f7b\u677e\u7a81\u7834\u3002  <\/p>\n<h2>3. \u4e09\u5e74 TCO\uff1a2.87 \u4e07 + 1.2 \u4e07 = 4.1 \u4e07\u5143\uff0c\u6b8b\u503c\u53ea\u5269 30%<\/h2>\n<p>\u663e\u5361 36 \u4e2a\u6708\u76f4\u7ebf\u6298\u65e7\uff0c\u6b8b\u503c 5,000 \u5143\uff1b\u4e3b\u677f\u3001CPU \u6362\u4ee3\u5373\u201c\u7535\u5b50\u5783\u573e\u201d\u3002<strong>\u4e09\u5e74\u603b\u62e5\u6709\u6210\u672c\uff08TCO\uff09\u2248 3.6 \u4e07\u5143\uff0c\u6298\u5408\u6bcf\u5e74 1.2 \u4e07<\/strong>\u3002<br \/>\n\u522b\u5fd8\u4e86\uff0c\u8fd9\u7b14\u94b1\u4e00\u6b21\u6027\u6295\u5165\uff0c<strong>\u73b0\u91d1\u6d41\u77ac\u95f4\u84b8\u53d1<\/strong>\u3002<\/p>\n<h2>4. \u661f\u5b87\u667a\u7b97 GPU\u4e91\u4e3b\u673a\uff1a0.69 \u5143\/\u5c0f\u65f6\uff0c\u7528 1 \u5206\u949f\u7ed9 1 \u5206\u949f\u94b1<\/h2>\n<p><a href=\"https:\/\/www.starverse-ai.com\">GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u65d7\u8230\u673a\u578b\u2014\u2014RTX 4090 24G \u4e91\u4e3b\u673a\uff1a<br \/>\n&#8211; \u6309\u9700\u5f00\u5173\uff0c\u65e0\u8d77\u79df\u95e8\u69db<br \/>\n&#8211; \u5185\u542b 16 \u6838 CPU\u300164 GB \u5185\u5b58\u3001200 GB NVMe \u7cfb\u7edf\u76d8<br \/>\n&#8211; 200 Gbps RoCE \u5185\u7f51\uff0c\u5355\u79df\u6237\u53ef\u5e76\u53d1 8 \u5361<br \/>\n<strong>\u6309\u5168\u5e74 8 \u5c0f\u65f6\u00d7250 \u4e2a\u5de5\u4f5c\u65e5\u8ba1\u7b97<\/strong>\uff1a<br \/>\n<code>0.69 \u5143 \u00d7 8 h \u00d7 250 \u5929 = 1,380 \u5143<\/code><br \/>\n\u5373\u4f7f\u5468\u672b\u52a0\u7ec3\uff0c<strong>\u5168\u5e74\u4e5f\u4e0d\u8fc7 2,000 \u5143<\/strong>\uff0c<strong>\u4ec5\u4e3a\u81ea\u8d2d\u7535\u8d39\u7684 50%<\/strong>\u3002<\/p>\n<h2>5. \u4e09\u5e74\u6298\u65e7 vs \u968f\u79df\u968f\u505c\u73b0\u91d1\u6d41\u6a21\u578b<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u6848<\/th>\n<th>\u7b2c 0 \u6708\u73b0\u91d1\u6d41<\/th>\n<th>36 \u6708\u603b\u652f\u51fa<\/th>\n<th>\u6b8b\u503c<\/th>\n<th>\u51c0\u6210\u672c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u81ea\u8d2d<\/td>\n<td>\u201328,700 \u5143<\/td>\n<td>\u201341,000 \u5143<\/td>\n<td>+5,000 \u5143<\/td>\n<td>\u201336,000 \u5143<\/td>\n<\/tr>\n<tr>\n<td>\u661f\u5b87\u667a\u7b97<\/td>\n<td>0 \u5143<\/td>\n<td>\u20136,800 \u5143*<\/td>\n<td>0 \u5143<\/td>\n<td>\u20136,800 \u5143<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>*\u6309 2,250 \u5c0f\u65f6\/\u5e74\u8d85\u9ad8\u5f3a\u5ea6\u4f7f\u7528\u4f30\u7b97\u3002<br \/>\n<strong>\u8282\u7701 29,200 \u5143<\/strong>\uff0c\u8db3\u591f\u518d\u4e70 4.3 TB \u9ad8\u8d28\u91cf\u6807\u6ce8\u6570\u636e\uff0c\u6216 10 \u5f20\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u95e8\u7968\u3002<\/p>\n<h2>6. \u591a\u5361\u5e76\u884c\uff1aNVLink vs \u4e91\u5185 200 Gbps RoCE<\/h2>\n<p>\u672c\u5730\u53cc\u5361 4090 \u4ec5\u652f\u6301\u8f6f NVLink\uff0c\u5b9e\u9645\u5e26\u5bbd 64 GB\/s\uff1b<strong>\u661f\u5b87\u667a\u7b97 GPU\u670d\u52a1\u5668\u79df\u7528<\/strong> \u91c7\u7528 <strong>200 Gbps RoCE v2<\/strong>\uff0c\u8282\u70b9\u5185\u5ef6\u8fdf &lt; 2 \u00b5s\uff0c\u8282\u70b9\u95f4\u901a\u8fc7 <strong>HDR InfiniBand<\/strong> \u4e92\u8054\uff0c<strong>\u7ebf\u6027\u52a0\u901f\u6bd4 \u2265 93%<\/strong>\u3002<br \/>\nPyTorch DDP \u6d4b\u8bd5\uff1a<br \/>\n&#8211; \u81ea\u8d2d 2\u00d74090\uff1aResNet50 \u8bad\u7ec3 1,280 images\/s<br \/>\n&#8211; \u661f\u5b87\u667a\u7b97 2\u00d74090\uff1a1,195 images\/s<br \/>\n<strong>\u6027\u80fd\u5dee\u8ddd &lt; 7%\uff0c\u6210\u672c\u5dee\u8ddd &gt; 80%<\/strong>\u3002<\/p>\n<h2>7. \u9002\u7528\u4eba\u7fa4\uff1a\u5b66\u751f\u3001\u521d\u521b\u3001MLOps \u56e2\u961f<\/h2>\n<ul>\n<li><strong>\u9ad8\u6821\/\u8bfe\u9898\u7ec4<\/strong>\uff1a\u65e0\u9700\u7533\u8bf7\u56fa\u5b9a\u8d44\u4ea7\uff0c\u62a5\u9500\u76f4\u63a5\u8d70\u201c\u4e91\u670d\u52a1\u201d\u79d1\u76ee  <\/li>\n<li><strong>\u521d\u521b\u516c\u53f8<\/strong>\uff1a\u5929\u4f7f\u8f6e\u8d44\u91d1\u7559\u5728\u7b97\u6cd5\uff0c\u800c\u4e0d\u662f\u673a\u623f  <\/li>\n<li><strong>MLOps \u56e2\u961f<\/strong>\uff1aCI\/CD \u81ea\u52a8\u62c9\u8d77 <a href=\"https:\/\/www.starverse-ai.com\">GPU\u4e91\u4e3b\u673a<\/a>\uff0c\u8bad\u7ec3\u5b8c\u81ea\u52a8\u91ca\u653e\uff0c<strong>\u51cc\u6668\u65e0\u4eba\u7a7a\u8dd1 0 \u6210\u672c<\/strong>  <\/li>\n<\/ul>\n<h2>8. \u5f00\u53d1\u8005\u751f\u6001\uff1a\u6570\u636e\u3001\u6a21\u578b\u3001AI\u5e94\u7528 \u4e00\u952e\u5373\u73a9<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u5185\u7f6e <strong>\u6d77\u91cf\u516c\u5171\u6a21\u578b\u4e0e\u6570\u636e\u96c6\u8d44\u6e90\u6c60<\/strong>\uff0c\u652f\u6301\u8de8\u5b9e\u4f8b\u5171\u4eab\u7684 <strong>\u6301\u4e45\u5316\u4e91\u5b58\u50a8<\/strong>\uff0c\u5e76\u63d0\u4f9b <strong>\u4e00\u952e\u90e8\u7f72\u7684 AI \u5e94\u7528\u73af\u5883<\/strong>\u3002<br \/>\n&#8211; Stable Diffusion WebUI 1.6\u3001ComfyUI\u3001LLaMA-Factory \u9884\u88c5<br \/>\n&#8211; 100+ \u9ad8\u8d28\u91cf\u5f00\u6e90\u6570\u636e\u96c6\uff0c\u6302\u8f7d\u5373\u53ef\u8bad\u7ec3<br \/>\n&#8211; \u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 <strong>10 \u5143\u4f53\u9a8c\u91d1<\/strong>\uff0c\u53ef\u8dd1 <strong>14 \u5c0f\u65f6 RTX 4090<\/strong>\uff0c<strong>0 \u6210\u672c\u9a8c\u8bc1 idea<\/strong>\u3002<\/p>\n<h2>9. \u7ed3\u8bba\uff1a\u628a 1.5 \u4e07\u7701\u4e0b\u6765\u4e70\u6570\u636e\uff0c\u800c\u4e0d\u662f\u4e70\u663e\u5361<\/h2>\n<p>\u5f53\u7b97\u529b\u6210\u4e3a\u6c34\u7535\u4e00\u6837\u7684\u666e\u60e0\u8d44\u6e90\uff0c\u201c\u62e5\u6709\u201d\u4e0d\u518d\u662f\u76ee\u7684\uff0c\u201c\u4f7f\u7528\u201d\u624d\u662f\u3002<br \/>\n<strong>\u81ea\u8d2d RTX 4090 \u6bcf\u5e74 TCO 2.3 \u4e07\u5143\uff0c\u661f\u5b87\u667a\u7b97\u540c\u6027\u80fd\u4ec5\u9700 6,800 \u5143<\/strong>\u3002<br \/>\n\u5269\u4e0b\u7684 1.5 \u4e07\u5143\uff0c\u4f60\u53ef\u4ee5\uff1a<br \/>\n&#8211; \u8d2d\u4e70 50 \u4e07\u5f20\u9ad8\u8d28\u91cf\u4eba\u50cf\u6388\u6743\uff0c\u8bad\u7ec3\u4e13\u5c5e AIGC \u6a21\u578b\uff1b<br \/>\n&#8211; \u5916\u5305 3 \u4e2a\u6708\u6570\u636e\u6e05\u6d17\uff0c\u91ca\u653e\u56e2\u961f 30% \u7b97\u6cd5\u4eba\u529b\uff1b<br \/>\n&#8211; \u76f4\u63a5\u628a\u6a21\u578b\u63a8\u5230 <a href=\"https:\/\/www.starverse-ai.com\">AI\u5e94\u7528<\/a> \u5e02\u573a\uff0c<strong>\u65e9\u4e00\u5929\u4e0a\u7ebf\uff0c\u65e9\u4e00\u5929\u53d8\u73b0<\/strong>\u3002  <\/p>\n<blockquote>\n<p>\u7b97\u529b\u5f88\u8d35\uff0c\u4f46\u601d\u8def\u53ef\u4ee5\u66f4\u4fbf\u5b9c\u3002<br \/>\n\u73b0\u5728\u5c31\u8bbf\u95ee <a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a>\uff0c\u9886\u53d6 10 \u5143\u4f53\u9a8c\u91d1\uff0c<strong>\u8ba9 RTX 4090 \u4e3a\u4f60\u6253\u5de5\uff0c\u800c\u4e0d\u662f\u8eba\u5728\u4f60\u7684\u684c\u9762\u4e0a\u8d2c\u503c<\/strong>\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u7b97\u529b\uff0c\u6b63\u5728\u6210\u4e3a AI \u65f6\u4ee3\u7684\u201c\u786c\u901a\u8d27\u201d\u3002 \u8fc7\u53bb\u4e09\u4e2a\u6708\uff0cNVI&hellip;<\/p>\n","protected":false},"author":2,"featured_media":3014,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3015","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":83,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3015","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=3015"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3015\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/3014"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=3015"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=3015"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=3015"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}