{"id":1972,"date":"2026-02-25T16:07:11","date_gmt":"2026-02-25T08:07:11","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/1972"},"modified":"2026-02-25T16:07:11","modified_gmt":"2026-02-25T08:07:11","slug":"%e6%8e%a8%e7%90%86%e7%ae%97%e5%8a%9b%e8%bf%9b%e5%85%a5%e9%bb%84%e9%87%91%e6%9c%9f%ef%bc%9a%e8%be%b9%e7%bc%98%e8%8a%82%e7%82%b9gpu%e4%ba%91%e4%b8%bb%e6%9c%ba%e6%b7%b7%e5%90%88%e9%83%a8%e7%bd%b2","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/1972","title":{"rendered":"\u63a8\u7406\u7b97\u529b\u8fdb\u5165\u9ec4\u91d1\u671f\uff1a\u8fb9\u7f18\u8282\u70b9+GPU\u4e91\u4e3b\u673a\u6df7\u5408\u90e8\u7f72\uff0c\u661f\u5b87\u667a\u7b97\u8ba9\u5927\u6a21\u578b7\u00d724\u5728\u7ebf"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/02\/1772006830_781c61.png\" alt=\"\u63a8\u7406\u7b97\u529b\u8fdb\u5165\u9ec4\u91d1\u671f\uff1a\u8fb9\u7f18\u8282\u70b9+GPU\u4e91\u4e3b\u673a\u6df7\u5408\u90e8\u7f72\uff0c\u661f\u5b87\u667a\u7b97\u8ba9\u5927\u6a21\u578b7\u00d724\u5728\u7ebf\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u201c2024 \u5e74\u8d77\uff0c\u8fb9\u7f18 AI \u82af\u7247\u5e02\u573a\u5c06\u4ee5 27.3% \u7684\u5e74\u590d\u5408\u589e\u957f\u7387\u72c2\u5954\uff0c\u800c\u4f01\u4e1a AI \u9884\u7b97\u9996\u6b21\u51fa\u73b0\u2018\u63a8\u7406\uff1e\u8bad\u7ec3\u2019\u7684\u62d0\u70b9\u3002\u201d<br \/>\n\u2014\u2014Gartner\u300aEdge AI Forecast\u300b<\/p>\n<\/blockquote>\n<p>\u4e00\u53e5\u8bdd\uff0c\u5927\u6a21\u578b\u4ece\u201c\u70bc\u201d\u8fdb\u5165\u201c\u7528\u201d\uff0c\u8c01\u80fd\u628a GPU \u63a8\u7406\u5ef6\u8fdf\u538b\u5230 20 ms\u3001\u6210\u672c\u780d\u5230\u4f20\u7edf\u4e91\u7684\u516d\u6210\uff0c\u8c01\u5c31\u80fd\u5403\u4e0b\u8fd9\u6ce2\u7ea2\u5229\u3002\u661f\u5b87\u667a\u7b97\uff0c\u6b63\u662f\u628a\u201c\u9ec4\u91d1\u671f\u201d\u53d8\u6210\u201c\u73b0\u91d1\u6d41\u201d\u7684\u90a3\u5f20\u8239\u7968\u3002<\/p>\n<hr \/>\n<h2>\u4ece\u201c\u8bad\u7ec3\u72c2\u70ed\u201d\u5230\u201c\u63a8\u7406\u521a\u9700\u201d\uff0c\u8fb9\u7f18\u8282\u70b9\u6210\u80dc\u8d1f\u624b<\/h2>\n<p>\u8fc7\u53bb\u4e24\u5e74\uff0c\u4f01\u4e1a\u628a 80% \u9884\u7b97\u7838\u5728\u5343\u4ebf\u53c2\u6570\u8bad\u7ec3\u4e0a\uff1b\u4eca\u5929\uff0c\u667a\u80fd\u5ba2\u670d\u3001\u77ed\u89c6\u9891\u5ba1\u6838\u3001\u684c\u9762 Agent \u540c\u65f6\u5728\u7ebf\uff0c\u63a8\u7406 QPS \u5cf0\u503c\u662f\u8bad\u7ec3\u7684 15 \u500d\uff0c\u5ef6\u8fdf\u6bcf\u589e\u52a0 30 ms\uff0c\u7528\u6237\u6d41\u5931\u7387\u5c31\u8df3\u6da8 7%\u3002\u518d\u628a\u6240\u6709\u8bf7\u6c42\u6390\u56de\u9065\u8fdc\u7684\u5927\u533a\u673a\u623f\uff1f\u4e1a\u52a1\u7aef\u7b2c\u4e00\u4e2a\u4e0d\u7b54\u5e94\u3002<\/p>\n<p>\u8fb9\u7f18 GPU \u4e91\u4e3b\u673a\u7531\u6b64\u6210\u4e3a\u521a\u9700\uff1a\u79bb\u7528\u6237\u66f4\u8fd1\u3001\u5f39\u6027\u66f4\u5feb\u3001\u4ef7\u683c\u66f4\u72e0\u3002\u661f\u5b87\u667a\u7b97\u63d0\u524d\u4e24\u5e74\u5e03\u5c40\uff0c\u5728 15 \u5ea7\u6838\u5fc3\u57ce\u5e02\u843d\u5b50 T3+ \u7ea7\u8fb9\u7f18\u673a\u623f\uff0c\u5149\u7ea4\u76f4\u8054\u8fd0\u8425\u5546\u9aa8\u5e72\uff0c\u5355\u8df3\u65f6\u5ef6 &lt;20 ms\uff0c\u771f\u6b63\u8ba9\u5927\u6a21\u578b 7\u00d724 \u8e72\u5b88\u7528\u6237\u95e8\u53e3\u3002<\/p>\n<hr \/>\n<h2>\u4e00\u3001\u628a\u201cGPU \u670d\u52a1\u5668\u79df\u7528\u201d\u505a\u6210\u5373\u63d2\u5373\u7528\u7684 AI \u5e94\u7528<\/h2>\n<p>\u4f20\u7edf\u6d41\u7a0b\uff1a\u79df\u5361 \u2192 \u88c5\u9a71\u52a8 \u2192 \u914d CUDA \u2192 \u8c03 vLLM \u2192 \u5199 API \u7f51\u5173 \u2192 \u538b\u6d4b\u6269\u7f29\u2026\u2026<br \/>\n\u661f\u5b87\u667a\u7b97\u6d41\u7a0b\uff1a\u6253\u5f00 <a href=\"https:\/\/www.starverse-ai.com\">AI \u5e94\u7528<\/a> \u5546\u57ce \u2192 \u70b9\u51fb\u201cvLLM \u9ad8\u901f\u63a8\u7406\u201d\u2192 \u9009\u62e9 A10 \/ H800 \u89c4\u683c \u2192 30 \u79d2\u540e\u62ff\u5230\u5e26\u516c\u7f51 IP \u7684 GPU \u4e91\u4e3b\u673a\uff0cTGI\u3001FastChat\u3001Stable Diffusion XL \u7b49\u955c\u50cf\u4e00\u952e\u540c\u6b65\u62c9\u8d77\uff0cSSL \u8bc1\u4e66\u3001\u8d1f\u8f7d\u5747\u8861\u3001\u76d1\u63a7\u544a\u8b66\u5168\u90e8\u914d\u9f50\u3002<\/p>\n<ul>\n<li>\u9700\u8981\u79c1\u6709\u6a21\u578b\uff1f\u5e73\u53f0\u81ea\u5e26 100 Gbps \u6301\u4e45\u5316\u4e91\u5b58\u50a8\uff0c\u8de8\u5b9e\u4f8b\u6302\u8f7d\uff0c\u8bad\u7ec3\u4e0e\u63a8\u7406\u96f6\u62f7\u8d1d\u3002  <\/li>\n<li>\u62c5\u5fc3\u6210\u672c\uff1f\u652f\u6301\u201c\u65e0 GPU \u542f\u52a8\u201d\u6a21\u5f0f\uff1a\u5148\u6309\u4f4e\u4ef7\u901a\u7528\u5b9e\u4f8b\u8c03\u8bd5\u4ee3\u7801\uff0c\u771f\u6b63\u63a8\u7406\u65f6\u518d\u7ed1\u5b9a\u663e\u5361\uff0c1 \u5206\u949f\u5185\u5b8c\u6210\u70ed\u5347\u7ea7\uff0c\u8d39\u7528\u7acb\u7701 60%\u3002  <\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e8c\u3001\u4ef7\u683c\u5c60\u5200\uff1a\u5305\u5e74\u5305\u6708 \uffe5x\/\u5361\u65f6\uff0c\u6bd4\u5927\u5382\u4f4e 38%<\/h2>\n<p>\u4ee5 NVIDIA A10 \u4e3a\u4f8b\uff1a<br \/>\n&#8211; \u4e3b\u6d41\u4e91\u5382\u5546\u6309\u91cf \uffe53.2\/\u5361\u65f6\uff0c\u5305\u5e74 \uffe51.9\/\u5361\u65f6\uff1b<br \/>\n&#8211; \u661f\u5b87\u667a\u7b97\u5305\u5e74 \uffe51.17\/\u5361\u65f6\uff0c\u7a81\u53d1\u6d41\u91cf\u81ea\u52a8\u79d2\u7ea7\u6269\u5bb9\uff0c\u6309\u91cf\u4ec5 \uffe51.35\/\u5361\u65f6\uff0c<strong>\u76f4\u63a5\u6253 6 \u6298<\/strong>\u3002  <\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\u201c0 \u5197\u4f59\u201d\uff1a\u4f20\u7edf\u4e3a\u4e86\u4fdd\u8bc1\u665a\u9ad8\u5cf0\u4e0d\u5b95\u673a\uff0c\u9700\u8981\u5e38\u5907 30% \u95f2\u7f6e\u5361\uff1b\u661f\u5b87\u667a\u7b97\u57fa\u4e8e\u5168\u56fd\u5206\u5e03\u5f0f\u8d44\u6e90\u6c60\uff0c\u5f53\u5355\u8282\u70b9 QPS \u8d85\u8fc7 85% \u9608\u503c\uff0c\u7cfb\u7edf\u81ea\u52a8\u628a\u6d41\u91cf\u6f02\u79fb\u5230\u5c31\u8fd1\u7a7a\u95f2\u8282\u70b9\uff0c\u65e0\u9700\u7528\u6237\u4fdd\u6709\u5197\u4f59\u663e\u5361\uff0c<strong>\u518d\u7701\u4e00\u7b14\u56fa\u5b9a\u8d44\u4ea7\u9884\u7b97<\/strong>\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001\u5408\u89c4\u5148\u884c\uff0c\u6570\u636e\u4e0d\u51fa\u5883<\/h2>\n<ul>\n<li>\u6570\u636e\u9ed8\u8ba4\u843d\u76d8\u79c1\u6709\u6876\uff0c\u652f\u6301\u56fd\u5bc6 SM4 \u52a0\u5bc6\u3001VPC \u9694\u79bb\u3001\u8de8\u53ef\u7528\u533a\u4e09\u526f\u672c\uff1b  <\/li>\n<li>\u8fb9\u7f18\u8282\u70b9\u5168\u90e8\u901a\u8fc7\u5de5\u4fe1\u90e8\u53ef\u4fe1\u4e91\u8ba4\u8bc1\uff0c\u6ee1\u8db3\u653f\u52a1\u3001\u91d1\u878d\u3001\u533b\u7597\u4e09\u5927\u884c\u4e1a\u5408\u89c4\u8981\u6c42\uff1b  <\/li>\n<li>\u63d0\u4f9b\u201c\u4e3b\u6743\u4e91\u201d\u4e13\u533a\uff0c\u7269\u7406\u670d\u52a1\u5668\u5355\u79df\uff0c\u53ef\u9009\u56fd\u4ea7\u52a0\u5bc6\u5361\uff0c\u7b49\u4fdd 2.0 \u4e09\u7ea7\u5957\u9910\u4e00\u952e\u90e8\u7f72\u3002  <\/li>\n<\/ul>\n<hr \/>\n<h2>\u56db\u3001\u771f\u5b9e\u573a\u666f Benchmark<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u5e76\u53d1<\/th>\n<th>\u5ef6\u8fdf p99<\/th>\n<th>\u6210\u672c\/\u5343\u6b21\u8c03\u7528<\/th>\n<th>\u4f20\u7edf\u4e91\u6210\u672c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>7B \u6a21\u578b\u667a\u80fd\u5ba2\u670d<\/td>\n<td>800 QPS<\/td>\n<td>18 ms<\/td>\n<td>\uffe50.087<\/td>\n<td>\uffe50.14<\/td>\n<\/tr>\n<tr>\n<td>\u77ed\u89c6\u9891\u5ba1\u6838\uff08SD XL\uff09<\/td>\n<td>200 \u8def<\/td>\n<td>112 ms<\/td>\n<td>\uffe50.32<\/td>\n<td>\uffe50.55<\/td>\n<\/tr>\n<tr>\n<td>\u684c\u9762 Agent \u4ee3\u7801\u8865\u5168<\/td>\n<td>4 k QPS<\/td>\n<td>25 ms<\/td>\n<td>\uffe50.051<\/td>\n<td>\uffe50.093<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5b9e\u6d4b\u6570\u636e\u6765\u81ea\u661f\u5b87\u667a\u7b97\u5ba2\u6237\u201c\u67d0\u5934\u90e8\u77ed\u89c6\u9891\u5e73\u53f0\u201d 5 \u6708\u751f\u4ea7\u65e5\u5fd7\uff0c<strong>\u4e09\u4e2a\u6708\u7d2f\u8ba1\u8282\u7701 GPU \u8d39\u7528 312 \u4e07\u5143<\/strong>\u3002<\/p>\n<hr \/>\n<h2>\u4e94\u3001\u73b0\u5728\u4e0a\u8f66\uff0c10 \u5143\u4f53\u9a8c\u91d1\u76f4\u63a5\u9886<\/h2>\n<p>\u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u53ef\u96f6\u6210\u672c\u8dd1\u6ee1 A10 \u63a8\u7406\u5b9e\u4f8b 8 \u5c0f\u65f6\uff1b\u5b8c\u6210\u4f01\u4e1a\u8ba4\u8bc1\u518d\u9001 100 \u5143\u5238\u5305\uff0c<strong>\u7b49\u4e8e\u514d\u8d39\u8c03\u7528 70 \u4e07\u6b21 7B \u6a21\u578b\u63a8\u7406<\/strong>\u3002<br 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