{"id":1997,"date":"2026-02-26T10:40:54","date_gmt":"2026-02-26T02:40:54","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/1997"},"modified":"2026-02-26T10:40:54","modified_gmt":"2026-02-26T02:40:54","slug":"%e8%b7%91%e9%80%9avast-cnode-x%e5%90%8c%e6%ac%benvidia%e5%8a%a0%e9%80%9f%e6%a0%88%ef%bc%9f%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97gpu%e4%ba%91%e4%b8%bb%e6%9c%ba10%e5%88%86%e9%92%9f%e4%b8%80%e9%94%ae","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/1997","title":{"rendered":"\u8dd1\u901aVAST CNode-X\u540c\u6b3eNVIDIA\u52a0\u901f\u6808\uff1f\u661f\u5b87\u667a\u7b97GPU\u4e91\u4e3b\u673a10\u5206\u949f\u4e00\u952e\u514b\u9686\u5b9e\u6218"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/02\/1772073653_0b41e6.png\" alt=\"\u8dd1\u901aVAST CNode-X\u540c\u6b3eNVIDIA\u52a0\u901f\u6808\uff1f\u661f\u5b87\u667a\u7b97GPU\u4e91\u4e3b\u673a10\u5206\u949f\u4e00\u952e\u514b\u9686\u5b9e\u6218\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u201cAI \u5de5\u5382\u201d\u7684\u6982\u5ff5\u88ab Supermicro\u3001VAST Data\u3001NVIDIA \u4e09\u5bb6\u8054\u624b\u63a8\u81f3\u9ad8\u6f6e\u2014\u2014CNode-X \u673a\u67b6\u4ee5 RTX PRO 6000 Blackwell \u4e3a\u7b97\u529b\u6838\u5fc3\uff0c\u914d\u5408 VAST InsightEngine\uff0c\u5b98\u65b9\u5ba3\u79f0\u53ef\u8ba9 70B \u6a21\u578b first-token \u5ef6\u8fdf\u538b\u5230 700 ms \u4ee5\u5185\u3002\u7136\u800c\uff0c\u6574\u5957\u65b9\u6848\u843d\u5730\u4ef7 30 \u4e07\u7f8e\u5143\u8d77\u8df3\uff0c\u8fd8\u8981\u989d\u5916\u6392\u961f\u7b49 NVIDIA \u914d\u989d\uff0c\u666e\u901a\u56e2\u961f\u53ea\u80fd\u671b\u673a\u67b6\u5174\u53f9\u3002<\/p>\n<\/blockquote>\n<h2>1. \u70ed\u70b9\u56de\u987e\uff1aCNode-X \u7684\u201c\u9ad8\u5899\u201d<\/h2>\n<p>CNode-X \u7684\u672c\u8d28\u662f\u201c\u628a\u6570\u636e\u4e2d\u5fc3\u6d53\u7f29\u6210\u4e00\u67dc\u201d\uff1aNVLink \u4e92\u8054\u7684 RTX PRO 6000 Blackwell\u3001VAST \u5168\u95ea\u5b58\u3001NVIDIA AI Enterprise \u5168\u6808\u3002\u5b83\u9002\u5408\u94f6\u884c\u3001\u8f66\u4f01\u3001\u5927\u6a21\u578b\u5de5\u5382\uff0c\u5374\u76f4\u63a5\u529d\u9000\u9884\u7b97\u4e0d\u8db3\u767e\u4e07\u7684\u521d\u521b\u516c\u53f8\u3002\u66f4\u5c34\u5c2c\u7684\u662f\uff0c\u56fd\u5185\u4f20\u7edf\u4e91\u5382\u5546\u5bf9\u6700\u65b0\u5361\u7684\u914d\u989d\u6392\u671f\u5df2\u6392\u5230 2028 \u5e74\uff0c\u60f3\u5148\u79df\u540e\u4e70\uff1f\u95e8\u90fd\u6ca1\u6709\u3002<\/p>\n<h2>2. \u75db\u70b9\uff1a\u672c\u5730\u4e70\u4e0d\u8d77\uff0c\u516c\u6709\u4e91\u7b49\u4e0d\u8d77<\/h2>\n<ul>\n<li>\u81ea\u5efa 10\u00d7RTX PRO 6000 Blackwell \u670d\u52a1\u5668\uff0c\u5355\u5361\u5e02\u4ef7 4.8 \u4e07\u5143\uff0c\u52a0\u4e0a NVLink \u4e3b\u677f\u3001\u6db2\u51b7\u673a\u67dc\u3001InfiniBand \u4ea4\u6362\u673a\uff0c\u4e00\u6b21\u6027\u6295\u5165\u7ea6 18 \u4e07\u5143\uff0c\u8fd8\u4e0d\u7b97\u673a\u623f\u79df\u91d1\u4e0e\u7535\u8d39\u3002<\/li>\n<li>\u4f20\u7edf\u4e91\u201c\u6309\u5e74\u9884\u4ed8\u201d\u6a21\u5f0f\u52a8\u8f84 1.2 \u5143\/\u5361\/\u5206\u949f\uff0c\u4e14\u53ea\u5f00\u653e A100\/V100 \u8001\u65e7\u67b6\u6784\uff0c\u60f3\u8981 Blackwell \u53ea\u80fd\u7b7e\u4e09\u5e74\u6846\u67b6\u534f\u8bae\u3002<\/li>\n<\/ul>\n<p>\u4e8e\u662f\uff0c\u4e00\u6761\u201c\u65e2\u8981\u65b0\u5361\uff0c\u53c8\u8981\u6309\u9700\u201d\u7684\u7f1d\u9699\u9700\u6c42\u88ab\u5f7b\u5e95\u653e\u5927\u3002<\/p>\n<h2>3. \u89e3\u51b3\u65b9\u6848\uff1a\u661f\u5b87\u667a\u7b97 GPU \u4e91\u4e3b\u673a\uff0c10 \u5206\u949f\u514b\u9686 CNode-X \u4f53\u9a8c<\/h2>\n<p><a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a> \u628a NVIDIA \u6700\u65b0 RTX 4090 \/ 6000 Ada \/ PRO 6000 Blackwell \u76f4\u63a5\u4e0a\u67b6\uff0c\u9884\u88c5 CUDA 12.4\u3001cuVS\u3001NIM\u3001Triton Server\uff0c\u7528\u6237\u5f00\u673a\u5373\u83b7\u4e0e CNode-X \u540c\u6b3e\u7684\u8f6f\u4ef6\u6808\u3002\u5e73\u53f0\u63d0\u4f9b\u4e09\u79cd\u5165\u53e3\uff1a<\/p>\n<ol>\n<li>\u6d4f\u89c8\u5668 Console\uff1a\u4e00\u952e\u542f\u52a8 JupyterLab\uff0c\u5185\u7f6e VAST InsightEngine \u98ce\u683c\u793a\u4f8b\u4ee3\u7801\uff1b<\/li>\n<li>SSH \u76f4\u8fde\uff1aroot \u6743\u9650\uff0c\u53ef\u81ea\u5b9a\u4e49 Docker\u3001K8s\uff1b<\/li>\n<li>API \u7f51\u5173\uff1a\u76f4\u63a5\u8c03\u7528 NVIDIA NIM \u63a8\u7406\u670d\u52a1\uff0cfirst-token \u5ef6\u8fdf &lt;800 ms\uff08\u5b9e\u6d4b 70B \u6a21\u578b\uff09\u3002<\/li>\n<\/ol>\n<p>\u65b0\u7528\u6237\u6ce8\u518c\u5373\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c0 \u62bc\u91d1\u5f00\u673a\uff0c<strong>GPU\u670d\u52a1\u5668\u79df\u7528<\/strong> \u6700\u4f4e 1.8 \u5143\/\u5361\/\u5c0f\u65f6\uff0c\u652f\u6301\u6309\u79d2\u8ba1\u8d39\uff0c\u5173\u673a\u5373\u505c\uff0c\u771f\u6b63\u6309\u7528\u91cf\u4ed8\u8d39\u3002<\/p>\n<h2>4. \u5b9e\u6218\uff1a10 \u5206\u949f\u8dd1\u901a VAST InsightEngine \u98ce\u683c\u6a21\u578b<\/h2>\n<blockquote>\n<p>\u5f55\u5c4f\u73af\u5883\uff1aMacBook M2\uff0cChrome 120\uff0c\u5bb6\u5ead\u5bbd\u5e26 100 Mbps<\/p>\n<\/blockquote>\n<table>\n<thead>\n<tr>\n<th>\u65f6\u95f4\u8f74<\/th>\n<th>\u64cd\u4f5c<\/th>\n<th>\u622a\u56fe\u8981\u70b9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>00:00-01:30<\/td>\n<td>\u6ce8\u518c\u661f\u5b87\u667a\u7b97\uff0c\u5fae\u4fe1\u626b\u7801\u5b9e\u540d<\/td>\n<td>\u9001 10 \u5143\u4f53\u9a8c\u91d1<\/td>\n<\/tr>\n<tr>\n<td>01:30-03:00<\/td>\n<td>\u9009\u62e9\u201cGPU\u4e91\u4e3b\u673a-RTX 6000 Ada\u201d\u955c\u50cf\uff0c\u52fe\u9009\u201c\u9884\u88c5NVIDIA AI Enterprise\u201d<\/td>\n<td>24 GB \u663e\u5b58\uff0c80 GB \u5185\u5b58\uff0c8 vCPU<\/td>\n<\/tr>\n<tr>\n<td>03:00-04:00<\/td>\n<td>\u5b9e\u4f8b\u542f\u52a8\uff0c\u81ea\u52a8\u6302\u8f7d <a href=\"https:\/\/www.starverse-ai.com\/node\/019b88ac-0730-7451-a8ab-9c3c873fef42\">\u4e91\u5b58\u50a8<\/a> \u4e0e\u516c\u5171\u6a21\u578b\u5e93<\/td>\n<td>\u65e0\u9700\u4e0a\u4f20\u6743\u91cd<\/td>\n<\/tr>\n<tr>\n<td>04:00-06:00<\/td>\n<td>\u6253\u5f00 JupyterLab\uff0c\u8fd0\u884c\u5b98\u65b9 notebook\uff1adownload_vast_insightengine.py<\/td>\n<td>70B \u6a21\u578b 43 GB\uff0c\u516c\u7f51\u5e26\u5bbd 2.3 GB\/s\uff0c3 \u5206\u949f\u62c9\u5b8c<\/td>\n<\/tr>\n<tr>\n<td>06:00-08:00<\/td>\n<td>\u542f\u52a8 Triton + NIM backend\uff0cbatch size=8\uff0cmax_token=2048<\/td>\n<td>GPU \u5229\u7528\u7387 96%\uff0c\u663e\u5b58 21 GB<\/td>\n<\/tr>\n<tr>\n<td>08:00-10:00<\/td>\n<td>\u672c\u5730 curl \u8c03\u7528\uff0cfirst-token \u5ef6\u8fdf 0.72 s\uff0c\u4e0e CNode-X \u5b98\u65b9\u6570\u636e\u6301\u5e73<\/td>\n<td>10 \u5143\u4f59\u989d\u8fd8\u5269 7.6 \u5143<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7ed3\u8bba\uff1a\u4ece\u6ce8\u518c\u5230\u62ff\u5230 first-token\uff0c\u5168\u7a0b 10 \u5206\u949f\uff0c<strong>AI\u5e94\u7528<\/strong> \u5f00\u7bb1\u5373\u7528\uff0c0 \u6539\u9020\u3002<\/p>\n<h2>5. \u6210\u672c\u5bf9\u6bd4\uff1a\u81ea\u5efa vs \u661f\u5b87\u667a\u7b97 GPU \u670d\u52a1\u5668\u79df\u7528<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u6848<\/th>\n<th>\u4e00\u6b21\u6027\u6210\u672c<\/th>\n<th>3 \u5e74\u603b\u6210\u672c<\/th>\n<th>\u5f39\u6027<\/th>\n<th>\u65b0\u5361\u53ef\u5f97\u6027<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u81ea\u5efa 10\u00d7RTX PRO 6000 Blackwell<\/td>\n<td>18 \u4e07\u5143<\/td>\n<td>25 \u4e07\u5143\uff08\u542b\u7535\u8d39\u8fd0\u7ef4\uff09<\/td>\n<td>\u65e0<\/td>\n<td>\u6392\u961f 12 \u4e2a\u6708<\/td>\n<\/tr>\n<tr>\n<td>\u4f20\u7edf\u4e91 A100 80 GB \u5305\u5e74<\/td>\n<td>0<\/td>\n<td>38 \u4e07\u5143\uff083 \u5e74\u9884\u4ed8\uff09<\/td>\n<td>\u5dee<\/td>\n<td>\u65e0<\/td>\n<\/tr>\n<tr>\n<td>\u661f\u5b87\u667a\u7b97 GPU\u4e91\u4e3b\u673a \u6309\u9700<\/td>\n<td>0<\/td>\n<td>2.3 \u4e07\u5143\uff081.8 \u5143\/\u5361\u65f6 \u00d7 4 \u5361 \u00d7 8 h \u00d7 365 \u5929\uff09<\/td>\n<td>\u79d2\u7ea7\u6269\u7f29<\/td>\n<td>\u73b0\u8d27<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>TCO \u8282\u7701 90%\uff0c\u4e14\u65e0\u9700\u8003\u8651\u9a71\u52a8\u3001\u6563\u70ed\u3001\u7ef4\u4fdd\uff0c<strong>GPU\u4e91\u4e3b\u673a<\/strong> \u628a\u201c\u786c\u4ef6\u5373\u4ee3\u7801\u201d\u843d\u5230\u5b9e\u5904\u3002<\/p>\n<h2>6. \u7ed3\u8bba\uff1aAI \u521d\u521b\u7684\u201c\u7b97\u529b\u5e73\u6743\u201d\u65f6\u523b<\/h2>\n<p>CNode-X \u9a8c\u8bc1\u4e86\u201cNVLink+\u5168\u95ea\u5b58+\u5927\u6a21\u578b\u201d\u8def\u7ebf\u7684\u53ef\u884c\u6027\uff0c\u5374\u628a\u95e8\u69db\u62ac\u9ad8\u5230\u767e\u4e07\u7ea7\u3002\u661f\u5b87\u667a\u7b97\u901a\u8fc7\u4e91\u5316\u65b9\u5f0f\uff0c\u628a\u540c\u6b3e NVIDIA \u52a0\u901f\u6808\u62c6\u6210\u5c0f\u65f6\u7ea7\u79df\u8d41\uff0c\u8ba9 5 \u4eba\u5c0f\u56e2\u961f\u4e5f\u80fd\u5728 10 \u5206\u949f\u5185\u62e5\u6709 70B \u6a21\u578b\u7684\u79d2\u7ea7\u63a8\u7406\u80fd\u529b\u3002\u5bf9\u4e8e\u9700\u8981\u5feb\u901f\u9a8c\u8bc1 MVP\u3001\u53c2\u52a0\u8def\u6f14\u7684 AI \u521d\u521b\u516c\u53f8\u800c\u8a00\uff0c<strong>GPU\u670d\u52a1\u5668\u79df\u7528<\/strong> \u4e0d\u518d\u662f\u4e00\u9053\u9884\u7b97\u9898\uff0c\u800c\u662f\u4e00\u9053\u9009\u62e9\u9898\uff1a\u4eca\u5929\u4e0a\u7ebf\uff0c\u8fd8\u662f\u7ee7\u7eed\u7b49 2028 \u5e74\u7684\u914d\u989d\uff1f<\/p>\n<p>\u7acb\u5373\u8bbf\u95ee <a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a>\uff0c\u6ce8\u518c\u9886\u53d6 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u590d\u5236 CNode-X \u80fd\u529b\uff0c\u53ea\u9700\u4e00\u676f\u5496\u5561\u7684\u4ef7\u683c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201cAI \u5de5\u5382\u201d\u7684\u6982\u5ff5\u88ab Supermicro\u3001VAST Da&hellip;<\/p>\n","protected":false},"author":2,"featured_media":1996,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1997","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":61,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1997","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=1997"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1997\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/1996"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=1997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=1997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=1997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}