{"id":2332,"date":"2026-03-02T10:10:56","date_gmt":"2026-03-02T02:10:56","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2332"},"modified":"2026-03-02T10:10:56","modified_gmt":"2026-03-02T02:10:56","slug":"%e4%bb%8e%e5%86%85%e5%ad%98%e5%a2%99%e5%88%b0%e9%92%b1%e5%8c%85%e5%a2%99%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e5%b9%b3%e5%8f%b0%e6%95%99%e4%bd%a0%e7%94%a8gp","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2332","title":{"rendered":"\u4ece\u201c\u5185\u5b58\u5899\u201d\u5230\u201c\u94b1\u5305\u5899\u201d\uff1a\u661f\u5b87\u667a\u7b97\u5e73\u53f0\u6559\u4f60\u7528GPU\u79df\u8d41\u6a21\u5f0f\u7834\u89e3AI\u63a8\u7406\u9ad8\u6210\u672c"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1772417456_a63480.png\" alt=\"\u4ece\u201c\u5185\u5b58\u5899\u201d\u5230\u201c\u94b1\u5305\u5899\u201d\uff1a\u661f\u5b87\u667a\u7b97\u5e73\u53f0\u6559\u4f60\u7528GPU\u79df\u8d41\u6a21\u5f0f\u7834\u89e3AI\u63a8\u7406\u9ad8\u6210\u672c\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u4e0a\u5468\uff0cTaalas \u5ba3\u5e03\u201c\u628a\u5927\u6a21\u578b\u70e7\u8fdb ASIC\u201d\u7684\u77ed\u89c6\u9891\u5728\u79d1\u6280\u5708\u5237\u5c4f\u2014\u20147\u00d724 \u5c0f\u65f6\u8dd1 70B \u53c2\u6570\uff0c\u65e0\u987b\u663e\u5b58\uff0c\u63a8\u7406\u5ef6\u8fdf\u4f4e\u81f3 1ms\u3002\u7136\u800c\u70b9\u8d5e\u8fd8\u6ca1\u6563\u70ed\u5feb\uff0c\u8bc4\u8bba\u533a\u5148\u6cfc\u6765\u51b7\u6c34\uff1a\u6d41\u7247\u5373\u5b9a\u7ec8\u8eab\uff0c\u7b97\u6cd5\u4e00\u8fed\u4ee3\u5c31\u6362\u77ff\u673a\uff0c\u56fa\u7247\u65e0\u6cd5\u5347\u7ea7\u7684\u98ce\u9669\u8ba9 CTO \u4eec\u671b\u800c\u5374\u6b65\u3002<br \/>\n\u4e8e\u662f\uff0c\u6240\u6709\u4eba\u53c8\u628a\u76ee\u5149\u62c9\u56de GPU\uff1a\u901a\u7528\u3001\u6210\u719f\u3001\u8f6f\u4ef6\u6808\u5b8c\u5907\uff0c\u4f46\u201c\u8d35\u201d\u5b57\u5f53\u5934\u3002\u8bad\u7ec3\u6210\u672c\u5df2\u8ba9\u4eba\u8089\u75bc\uff0c\u8fdb\u5165\u5927\u6a21\u578b\u843d\u5730\u671f\uff0c\u63a8\u7406\u6210\u672c\u66f4\u662f\u4ece\u201c\u5185\u5b58\u5899\u201d\u76f4\u63a5\u649e\u5411\u201c\u94b1\u5305\u5899\u201d\u3002  <\/p>\n<\/blockquote>\n<h2>\u4e00\u3001ASIC \u5f88\u9177\uff0c\u53ef\u8fed\u4ee3\u624d\u662f\u521a\u9700<\/h2>\n<p>Taalas \u7684\u65b9\u6848\u4e4b\u6240\u4ee5\u5438\u775b\uff0c\u662f\u56e0\u4e3a\u5b83\u628a Transformer \u56fa\u5316\u6210\u7535\u8def\uff0c\u7406\u8bba\u4e0a\u80fd\u8017\u53ef\u964d\u5230 GPU \u7684 1\/10\u3002\u7136\u800c\u5927\u6a21\u578b\u6708\u66f4\u3001\u5468\u66f4\u751a\u81f3\u65e5\u66f4\u7684\u4eca\u5929\uff0c\u82af\u7247\u4ece\u8bbe\u8ba1\u5230\u56de\u7247\u81f3\u5c11 9 \u4e2a\u6708\uff0c\u9ec4\u82b1\u83dc\u90fd\u51c9\u4e86\u3002\u5bf9\u591a\u6570\u4f01\u4e1a\u800c\u8a00\uff0c\u4e0e\u5176\u8d4c\u4e00\u9897\u65e0\u6cd5 OTA \u7684 ASIC\uff0c\u4e0d\u5982\u62e5\u62b1\u80fd\u8dd1\u4efb\u4f55\u65b0\u6846\u67b6\u7684 GPU\u2014\u2014\u524d\u63d0\u662f\uff1a\u628a\u4ef7\u683c\u6253\u4e0b\u6765\u3002  <\/p>\n<h2>\u4e8c\u3001GPU \u901a\u7528\u7075\u6d3b\u6027\u4e0d\u53ef\u66ff\u4ee3\uff0c\u5173\u952e\u662f\u201c\u964d\u672c\u201d<\/h2>\n<p>GPU \u670d\u52a1\u5668\u79df\u7528\u4e4b\u6240\u4ee5\u88ab\u8d34\u4e0a\u201c\u571f\u8c6a\u4e13\u5c5e\u201d\u6807\u7b7e\uff0c\u5e76\u975e\u5361\u4ef7\u672c\u8eab\uff0c\u800c\u662f\u4f20\u7edf\u4e91\u5382\u5546\u7684\u201c\u4e09\u91cd\u6ea2\u4ef7\u201d\uff1a<br \/>\n1. HBM \u5185\u5b58\u6ea2\u4ef7\uff1aA100 80G \u5355\u5361\u5b98\u65b9\u76ee\u5f55\u4ef7 1.8 \u4e07\u7f8e\u5143\uff0c\u4e91\u5382\u5546\u6309 36 \u4e2a\u6708\u6298\u65e7\u518d\u52a0 30% \u6bdb\u5229\uff0c\u6bcf\u5c0f\u65f6\u4ec5\u6298\u65e7\u8d39\u5c31 \u2265 4 \u5143\uff1b<br \/>\n2. \u7535\u8d39\u6ea2\u4ef7\uff1aIDC \u5e73\u5747 PUE 1.6\uff0c\u6bcf\u5ea6\u7535 0.8 \u5143\uff0c\u4e00\u5f20 400W \u7684\u5361\u8dd1\u4e00\u5e74\u5149\u7535\u8d39\u5c31 1400 \u5143\uff1b<br \/>\n3. \u95f2\u7f6e\u6ea2\u4ef7\uff1aGPU \u4e91\u4e3b\u673a\u6309\u6574\u5361\u6574\u65f6\u51fa\u79df\uff0c\u6ce2\u5cf0\u6ce2\u8c37\u5dee\u5f02\u5bfc\u81f4\u5e73\u5747\u5229\u7528\u7387\u4e0d\u8db3 35%\uff0c\u95f2\u7f6e\u6210\u672c\u5168\u90e8\u644a\u8fdb \u00a2\/token\u3002  <\/p>\n<h2>\u4e09\u3001\u661f\u5b87\u667a\u7b97\u4f18\u5316\u4e09\u677f\u65a7\uff0c\u76f4\u51fb\u4f20\u7edf\u4e91\u75db\u70b9<\/h2>\n<p>\u661f\u5b87\u667a\u7b97\u56e2\u961f\u4ece 2021 \u5e74\u8d77\u4e13\u6ce8 GPU \u7b97\u529b\u79df\u8d41\uff0c\u5148\u6295\u8d44\u4ea7\uff0c\u518d\u62a0\u7ec6\u8282\uff0c\u628a\u4e0a\u8ff0\u6ea2\u4ef7\u9010\u9879\u62c6\u89e3\uff1a  <\/p>\n<ol>\n<li>\n<p><strong>\u6db2\u51b7 PUE 1.15<\/strong><br \/>\n\u81ea\u5efa\u7eff\u8272 AI \u673a\u623f\uff0c\u91c7\u7528 45\u2103 \u6e29\u6c34\u6db2\u51b7\uff0c\u5168\u5e74\u5e73\u5747 PUE 1.15\uff0c\u6bd4\u4f20\u7edf\u98ce\u51b7\u8282\u7701 28% \u7535\u8d39\uff0c\u76f4\u63a5\u8ba9\u201c\u7535\u8d39\u6ea2\u4ef7\u201d\u7f29\u6c34\u56db\u5206\u4e4b\u4e00\u3002  <\/p>\n<\/li>\n<li>\n<p><strong>GPU \u5229\u7528\u7387 &gt;92%<\/strong><br \/>\n\u81ea\u7814\u5f39\u6027\u5207\u5206\u4e0e\u63a8\u7406\u805a\u5408\u8c03\u5ea6\u5668\uff0c\u628a\u6309\u201c\u6574\u5361\u201d\u51fa\u79df\u6539\u4e3a\u6309\u201c\u7ebf\u7a0b\u5757\u201d\u8c03\u5ea6\uff0c\u540c\u5361\u53ef\u53e0\u52a0 4 \u4e2a\u4e92\u4e0d\u5e72\u6270\u7684\u63a8\u7406\u4efb\u52a1\uff1b\u591c\u95f4\u4f4e\u5cf0\u81ea\u52a8\u5c06\u8d44\u6e90\u8f6c\u5411\u79bb\u7ebf\u6df7\u5408\u5e76\u884c\uff0c\u5e73\u53f0\u6574\u4f53 GPU \u5229\u7528\u7387\u7a33\u5b9a\u5728 92% \u4ee5\u4e0a\uff0c\u95f2\u7f6e\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\u3002  <\/p>\n<\/li>\n<li>\n<p><strong>\u63a8\u7406\u955c\u50cf\u79d2\u7ea7\u542f\u52a8<\/strong><br \/>\n\u4e0e Docker Hub\u3001Hugging Face \u5b98\u65b9\u540c\u6b65 120+ \u4e3b\u6d41\u6a21\u578b\u955c\u50cf\uff0c\u7ed3\u5408\u9884\u62c9\u53d6\u7f13\u5b58\u6280\u672f\uff0c\u51b7\u542f\u52a8\u65f6\u95f4 &lt; 3 \u79d2\uff1b\u5e76\u652f\u6301 <a href=\"https:\/\/www.starverse-ai.com\">GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u7528\u6237\u4e00\u952e\u5207\u6362 TensorRT-LLM\u3001vLLM\u3001DeepSpeed \u7b49\u63a8\u7406\u540e\u7aef\uff0c\u771f\u6b63\u505a\u5230\u201c\u5199\u5b8c\u4ee3\u7801\u5373\u4e0a\u7ebf\u201d\u3002  <\/p>\n<\/li>\n<\/ol>\n<h2>\u56db\u3001\u5b9e\u6218\u5bf9\u6bd4\uff1a\u540c\u6837 3000 req\/s\uff0c\u6210\u672c\u4ec5\u4e3a\u81ea\u5efa 1\/5<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u6848<\/th>\n<th>\u786c\u4ef6\u6295\u5165<\/th>\n<th>\u5e74\u7535\u8d39(PUE)<\/th>\n<th>\u5229\u7528\u7387<\/th>\n<th>\u5e74\u603b\u6210\u672c*<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u81ea\u5efa IDC<\/td>\n<td>60\u00d7A100 80G \u2248 648 \u4e07\u5143<\/td>\n<td>42 \u4e07(1.6)<\/td>\n<td>45%<\/td>\n<td>690 \u4e07\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u4f20\u7edf\u4e91<\/td>\n<td>\u540c\u6027\u80fd 65\u00d7A100 \u6309\u9700<\/td>\n<td>\u542b\u5728\u5355\u4ef7<\/td>\n<td>35%<\/td>\n<td>820 \u4e07\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u661f\u5b87\u667a\u7b97<\/td>\n<td>\u540c\u6027\u80fd 38\u00d7A100 \u79df\u7528<\/td>\n<td>18 \u4e07(1.15)<\/td>\n<td>92%<\/td>\n<td><strong>135 \u4e07\u5143<\/strong><\/td>\n<\/tr>\n<tr>\n<td>*\u542b\u6298\u65e7\u3001\u7535\u8d39\u3001\u8fd0\u7ef4\u3001\u5e26\u5bbd\uff0c\u6570\u636e\u6765\u81ea 2024 Q1 \u5ba2\u6237\u5b9e\u6d4b\u3002<\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7ed3\u8bba\u5f88\u76f4\u89c2\uff1a\u5728\u661f\u5b87\u667a\u7b97\u5e73\u53f0\u79df\u7528 GPU \u4e91\u4e3b\u673a\uff0c\u53ea\u9700\u81ea\u5efa 1\/5 \u7684\u9884\u7b97\uff0c\u5c31\u80fd\u628a\u5927\u6a21\u578b\u63a8\u7406\u8dd1\u5728\u6700\u65b0\u7248\u672c\u7684 CUDA \u6808\u4e0a\uff0c\u7b97\u6cd5\u968f\u65f6\u5347\u7ea7\uff0c\u65e0\u9700\u62c5\u5fc3\u201c\u56fa\u7247\u201d\u6dd8\u6c70\u3002  <\/p>\n<h2>\u4e94\u3001\u5f00\u53d1\u8005\u751f\u6001\uff1a\u4e0d\u4ec5\u201c\u79df\u5361\u201d\uff0c\u66f4\u662f\u201c\u4ea4\u94a5\u5319\u201d<\/h2>\n<ul>\n<li><strong>\u6a21\u578b+\u6570\u636e\u5373\u70b9\u5373\u7528<\/strong>\uff1a\u5185\u7f6e 3000+ \u516c\u5171\u6a21\u578b\u3001500TB \u5f00\u653e\u6570\u636e\u96c6\uff0c\u8c03\u7528\u4e00\u884c\u547d\u4ee4\u5373\u53ef\u6302\u8f7d\u5230\u5b9e\u4f8b\uff1b  <\/li>\n<li><strong>\u8de8\u5b9e\u4f8b\u5171\u4eab\u5b58\u50a8<\/strong>\uff1a\u81ea\u7814\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\uff0c\u652f\u6301 10GB\/s \u541e\u5410\uff0c\u8bad\u7ec3\u4e2d\u9014\u6362\u5361\u65e0\u9700\u8fc1\u79fb\u6570\u636e\uff1b  <\/li>\n<li><strong>\u7075\u6d3b\u8ba1\u8d39<\/strong>\uff1a\u6309\u5206\u949f\u3001\u6309\u5361\u3001\u6309\u663e\u5b58\u4e09\u79cd\u7c92\u5ea6\uff0c\u7814\u53d1\u671f\u53ef\u9009\u201c\u65e0 GPU \u6a21\u5f0f\u201d\u8c03\u8bd5\u4ee3\u7801\uff0c\u6210\u672c\u518d\u964d 70%\u3002  <\/li>\n<\/ul>\n<h2>\u516d\u3001\u7ec8\u5c40\u601d\u8003\uff1a\u7075\u6d3b + \u4f4e\u4ef7\u624d\u662f\u63a8\u7406\u7b97\u529b\u7b54\u6848<\/h2>\n<p>ASIC \u7684\u6545\u4e8b\u544a\u8bc9\u6211\u4eec\uff0c\u786c\u4ef6\u6781\u81f4\u4f18\u5316\u82e5\u5931\u53bb\u8f6f\u4ef6\u8fed\u4ee3\u81ea\u7531\uff0c\u7ec8\u4f1a\u88ab\u7b97\u6cd5\u629b\u5f03\uff1b\u4f20\u7edf\u4e91\u7684\u6559\u8bad\u5219\u63d0\u9192\u6211\u4eec\uff0c\u8d44\u6e90\u95f2\u7f6e\u4e0e\u80fd\u8017\u5197\u4f59\u6bd4\u88f8\u5361\u4ef7\u683c\u66f4\u53ef\u6015\u3002\u661f\u5b87\u667a\u7b97\u7528\u4e09\u5e74\u65f6\u95f4\u628a\u201c\u6db2\u51b7\u3001\u8c03\u5ea6\u3001\u751f\u6001\u201d\u8dd1\u901a\uff0c\u7387\u5148\u5c06 GPU \u670d\u52a1\u5668\u79df\u7528\u6210\u672c\u538b\u5230\u4e0e CPU \u4e91\u540c\u4e00\u91cf\u7ea7\u2014\u2014\u8ba9\u5f00\u53d1\u8005\u4e0d\u5fc5\u5728\u201c\u6027\u80fd\u201d\u548c\u201c\u9884\u7b97\u201d\u4e4b\u95f4\u4e8c\u9009\u4e00\u3002  <\/p>\n<blockquote>\n<p><strong>\u7acb\u5373\u4f53\u9a8c<\/strong>\uff1a\u73b0\u5728\u6ce8\u518c\u661f\u5b87\u667a\u7b97\uff0c\u65b0\u7528\u6237\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u96f6\u6210\u672c\u542f\u52a8 <a href=\"https:\/\/www.starverse-ai.com\">AI\u5e94\u7528<\/a> \u63a8\u7406\u5b9e\u4f8b\u3002<br \/>\n\u4ece\u201c\u5185\u5b58\u5899\u201d\u5230\u201c\u94b1\u5305\u5899\u201d\uff0c\u522b\u8ba9\u7b97\u529b\u6210\u672c\u62d6\u6162\u4f60\u7684\u6a21\u578b\u843d\u5730\u901f\u5ea6\u2014\u2014\u628a\u91cd\u8d44\u4ea7\u4ea4\u7ed9\u661f\u5b87\u667a\u7b97\uff0c\u628a\u521b\u9020\u529b\u7559\u7ed9\u81ea\u5df1\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0a\u5468\uff0cTaalas \u5ba3\u5e03\u201c\u628a\u5927\u6a21\u578b\u70e7\u8fdb ASIC\u201d\u7684\u77ed\u89c6\u9891\u5728&hellip;<\/p>\n","protected":false},"author":2,"featured_media":2331,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2332","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":50,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2332","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=2332"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/2332\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/2331"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=2332"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=2332"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=2332"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}