{"id":2789,"date":"2026-03-07T14:05:52","date_gmt":"2026-03-07T06:05:52","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/2789"},"modified":"2026-03-07T14:05:52","modified_gmt":"2026-03-07T06:05:52","slug":"openclaw-%e7%88%86%e7%81%ab%e5%8d%b4%e9%9a%be%e9%83%a8%e7%bd%b2%ef%bc%9f%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97-gpu-%e4%ba%91%e4%b8%bb%e6%9c%ba-3-%e5%88%86%e9%92%9f%e9%95%9c%e5%83%8f%e5%88%b7%e5%85%a5","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/2789","title":{"rendered":"OpenClaw \u7206\u706b\u5374\u96be\u90e8\u7f72\uff1f\u661f\u5b87\u667a\u7b97 GPU \u4e91\u4e3b\u673a 3 \u5206\u949f\u955c\u50cf\u5237\u5165\uff0c\u96f6\u4ee3\u7801\u8dd1\u901a AI Agent"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/03\/1772863551_02fa55.png\" alt=\"OpenClaw \u7206\u706b\u5374\u96be\u90e8\u7f72\uff1f\u661f\u5b87\u667a\u7b97 GPU \u4e91\u4e3b\u673a 3 \u5206\u949f\u955c\u50cf\u5237\u5165\uff0c\u96f6\u4ee3\u7801\u8dd1\u901a AI Agent\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u201cGitHub \u65e5\u6da8 3k Star\uff0c\u5374\u6709\u4e00\u534a Issue \u5728\u95ee\u2018pip \u88c5\u54ea\u513f\uff1f\u2019\u201d\u2014\u2014\u8fc7\u53bb\u4e24\u5468\uff0c\u5f00\u6e90 AI Agent \u6846\u67b6 OpenClaw \u51ed\u501f\u201c\u96f6\u95e8\u69db\u5199\u5de5\u4f5c\u6d41\u201d\u7684\u53e3\u53f7\u5237\u5c4f\u63a8\u7279\uff0c\u4f46\u968f\u70ed\u5ea6\u4e00\u8d77\u98d9\u5347\u7684\uff0c\u662f\u65b0\u624b\u5361\u5728\u73af\u5883\u914d\u7f6e\u91cc\u7684\u54c0\u568e\u3002CUDA \u7248\u672c\u4e0d\u5bf9\u3001PyTorch \u4e0e Node.js \u51b2\u7a81\u3001\u9a71\u52a8\u83ab\u540d\u964d\u7ea7\uff0c\u628a\u4e0d\u5c11\u6781\u5ba2\u786c\u751f\u751f\u529d\u9000\u3002<br \/>\n\u6709\u6ca1\u6709\u4e00\u79cd\u53ef\u80fd\uff1a3 \u5206\u949f\u5c31\u80fd\u8ba9 OpenClaw \u8dd1\u8d77\u6765\uff0c\u751a\u81f3\u8fde\u4ee3\u7801\u90fd\u4e0d\u7528\u5199\uff1f\u6211\u4eec\u628a\u76ee\u5149\u6295\u5411\u4e86\u521a\u4e0a\u7ebf\u7684 <strong><a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97 GPU \u4e91\u4e3b\u673a<\/a><\/strong>\u3002<\/p>\n<\/blockquote>\n<h2>\u4e00\u3001OpenClaw \u7206\u706b\u80cc\u540e\uff1a\u73af\u5883\u914d\u7f6e\u6210\u201c\u5934\u53f7\u5929\u654c\u201d<\/h2>\n<p>OpenClaw \u7684\u6838\u5fc3\u5356\u70b9\u662f\u201c\u7528\u81ea\u7136\u8bed\u8a00\u751f\u6210\u53ef\u6267\u884c\u5de5\u4f5c\u6d41\u201d\uff0c\u4f46\u4f9d\u8d56\u94fe\u6781\u957f\uff1aNode.js \u2265 v22\u3001Python 3.10\u3001PyTorch 2.2\u3001CUDA 12.2\uff0c\u5916\u52a0 8 \u4e2a\u4ee5\u4e0a npm \u539f\u751f\u6a21\u5757\u3002\u672c\u5730\u88c5\u673a\u515a\u5e73\u5747\u8981\u6298\u817e 4\uff5e6 \u5c0f\u65f6\uff0c\u7a0d\u4e0d\u7559\u795e\u5c31\u4f1a\u6389\u8fdb\u201c\u9a71\u52a8\u2014\u6846\u67b6\u2014\u7cfb\u7edf\u201d\u4e09\u89d2\u5faa\u73af\u3002GitHub \u70ed\u5e16\u76f4\u8a00\uff1a\u201c\u5982\u679c\u73af\u5883\u914d\u7f6e\u8d85\u8fc7 30 \u5206\u949f\uff0c\u518d\u9177\u7684\u9879\u76ee\u4e5f\u4f1a\u5931\u53bb 90% \u7684\u7528\u6237\u3002\u201d<\/p>\n<h2>\u4e8c\u3001\u661f\u5b87\u667a\u7b97\u9884\u88c5\u955c\u50cf\uff1a\u5f00\u673a\u5373\u5f97\u7684\u201cAI \u5f00\u53d1\u7bb1\u201d<\/h2>\n<p><a href=\"https:\/\/www.starverse-ai.com\">\u661f\u5b87\u667a\u7b97<\/a> \u628a\u201c\u73af\u5883\u75db\u82e6\u201d\u4e00\u6b21\u6027\u6253\u5305\u89e3\u51b3\u2014\u2014\u5b98\u65b9\u955c\u50cf\u5df2\u5185\u7f6e\uff1a<br \/>\n&#8211; Ubuntu 22.04 LTS + NVIDIA Driver 535<br \/>\n&#8211; Node.js v22\uff08\u81ea\u5e26 npm\u3001yarn\u3001pnpm\uff09<br \/>\n&#8211; Python 3.10 &amp; Conda\uff0cPyTorch 2.2 + CUDA 12.2<br \/>\n&#8211; Git\u3001Docker\u3001\u5e38\u7528\u6784\u5efa\u5de5\u5177<\/p>\n<p>\u7528\u6237\u53ea\u8981\u9009\u62e9\u201cAI \u5e94\u7528\u201d\u6a21\u677f\u91cc\u7684 OpenClaw \u6807\u7b7e\uff0c\u7cfb\u7edf\u5373\u81ea\u52a8\u5173\u8054 RTX 4090 \u663e\u5361\uff0c\u70b9\u51fb\u201c\u521b\u5efa\u5b9e\u4f8b\u201d\uff0c<strong>GPU\u670d\u52a1\u5668\u79df\u7528<\/strong>\u6d41\u7a0b\u8d70\u5b8c\uff0c\u5b9e\u4f8b\u72b6\u6001\u4e00\u53d8\u6210\u201c\u8fd0\u884c\u4e2d\u201d\uff0c\u5c31\u80fd\u76f4\u63a5 SSH \u767b\u5f55\uff0c\u5168\u7a0b\u4e0d\u8d85\u8fc7 60 \u79d2\uff0c\u5b9e\u4f8b\u81ea\u52a8\u5b8c\u6210\u521d\u59cb\u5316\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c<strong>GPU\u670d\u52a1\u5668\u79df\u7528<\/strong> \u4e0d\u518d\u53ea\u662f\u201c\u88f8\u91d1\u5c5e\u201d\uff0c\u800c\u662f\u201c\u5f00\u673a\u5373\u73a9\u201d\u7684 AI \u4e50\u56ed\u3002<\/p>\n<h2>\u4e09\u3001\u4e00\u952e\u5373\u73a9\u5b9e\u64cd\uff1a\u4ece 0 \u5230 OpenClaw \u81ea\u52a8\u6267\u884c\u811a\u672c<\/h2>\n<ol>\n<li>\u6ce8\u518c\u661f\u5b87\u667a\u7b97\uff0c\u65b0\u7528\u6237\u7acb\u9886 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u7ea6\u53ef\u8dd1 2\uff5e3 \u5c0f\u65f6 RTX 4090\u3002  <\/li>\n<li>\u63a7\u5236\u53f0\u70b9\u51fb\u300c\u521b\u5efa\u5b9e\u4f8b\u300d\u2192 \u9009\u62e9\u300cAI \u5e94\u7528\u300d\u2192 \u52fe\u9009\u300cOpenClaw \u5b98\u65b9\u955c\u50cf\u300d\u3002  <\/li>\n<li>\u5b9e\u4f8b\u542f\u52a8\u540e\uff0c\u901a\u8fc7 WebTerminal \u6216\u672c\u5730 SSH \u76f4\u8fde\uff0c\u6267\u884c\uff1a<br \/>\n<code>bash<br \/>\n   openclaw bootstrap --demo finance_report<\/code><br \/>\n   \u811a\u672c\u4f1a\u81ea\u52a8\u62c9\u53d6\u6a21\u578b\u3001\u7f16\u6392\u5de5\u4f5c\u6d41\u5e76\u5f00\u653e 7860 \u7aef\u53e3\u3002  <\/li>\n<li>\u6d4f\u89c8\u5668\u8bbf\u95ee <code>http:\/\/\u4f60\u7684\u516c\u7f51IP:7860<\/code>\uff0c\u8f93\u5165\u4e00\u53e5\u201c\u5e2e\u6211\u751f\u6210\u4e0a\u5468 A \u80a1\u884c\u4e1a\u5206\u6790\u62a5\u544a\u201d\uff0c30 \u79d2\u540e PDF \u76f4\u63a5\u4e0b\u8f7d\u2014\u2014\u5168\u7a0b\u96f6\u4ee3\u7801\u3002<\/li>\n<\/ol>\n<p>\u4ece\u6309\u4e0b\u201c\u5f00\u673a\u201d\u5230\u770b\u89c1 AI Agent \u4ea7\u51fa\uff0c\u5e73\u5747\u8017\u65f6 3 \u5206 12 \u79d2\uff0c\u771f\u6b63\u505a\u5230\u201c\u5199\u5b8c\u6807\u9898\u5c31\u4e0b\u73ed\u201d\u3002<\/p>\n<h2>\u56db\u3001\u6027\u80fd\u6d4b\u8bd5\uff1a\u5355\u5361 RTX 4090 \u5bf9\u8bdd\u5ef6\u8fdf &lt;300 ms<\/h2>\n<p>\u6211\u4eec\u5728\u540c\u914d\u7f6e\u4e0b\u5bf9\u6bd4\u4e86\u672c\u5730 3080 Ti \u4e0e\u661f\u5b87\u667a\u7b97 RTX 4090 \u4e91\u4e3b\u673a\uff1a<br \/>\n&#8211; \u6a21\u578b\u52a0\u8f7d\u65f6\u95f4\uff1a\u672c\u5730 48 s \u2192 \u4e91\u7aef 38 s\uff08NVMe \u4e91\u76d8 + \u9884\u7559\u663e\u5b58\u4f18\u5316\uff09<br \/>\n&#8211; \u9996 token \u5ef6\u8fdf\uff1a\u672c\u5730 520 ms \u2192 \u4e91\u7aef 270 ms<br \/>\n&#8211; \u5e76\u53d1 10 \u6761\u5de5\u4f5c\u6d41\uff0c\u4e91\u7aef CPU \u5360\u7528\u4e0b\u964d 18%\uff0c\u663e\u5b58\u5360\u7528\u5e73\u7a33 20.4 GB<\/p>\n<p>\u6570\u636e\u80cc\u540e\uff0c\u662f\u661f\u5b87\u667a\u7b97\u5bf9 GPU \u4e91\u4e3b\u673a\u7684\u5e95\u5c42\u8c03\u4f18\uff1aPCIe 4.0 \u76f4\u901a\u3001DDR5 \u5185\u5b58 4800 MHz\u3001TDP \u89e3\u9501 350 W\uff0c\u8ba9\u7b97\u529b\u6301\u7eed\u6ee1\u8840\u3002<\/p>\n<h2>\u4e94\u3001\u4f4e\u6210\u672c\u65b9\u6848\uff1a\u5b66\u751f\u515a\u4e5f\u80fd\u8f7b\u677e\u4e0a\u8f66<\/h2>\n<ul>\n<li>\u6309\u5c0f\u65f6\u8ba1\u8d39\uff1aRTX 4090 \u6700\u4f4e 1.9 \u5143\/\u5c0f\u65f6\uff0cA100 40G 3.6 \u5143\/\u5c0f\u65f6\uff1b  <\/li>\n<li>\u65e0 GPU \u542f\u52a8\uff1a\u957f\u65f6\u95f4\u88c5\u73af\u5883\u53ef\u5148\u201c0 \u5361\u201d\u6a21\u5f0f\uff0c\u4ec5 0.1 \u5143\/\u5c0f\u65f6\uff0c\u8c03\u8bd5\u5b8c\u518d\u5207\u6362\u663e\u5361\uff0c\u8d39\u7528\u7acb\u7701 90%\uff1b  <\/li>\n<li>\u652f\u6301 Spot \u5b9e\u4f8b\uff1a\u95f2\u65f6\u7ade\u4ef7\uff0c\u4f4e\u81f3 0.8 \u5143\/\u5c0f\u65f6\uff0c\u9002\u5408\u79bb\u7ebf\u8bad\u7ec3\uff1b  <\/li>\n<li>10 \u5143\u4f53\u9a8c\u91d1 + \u9080\u8bf7\u8fd4\u73b0\uff0c\u5b66\u751f\u8d26\u53f7\u518d\u9001 5 \u5c0f\u65f6 4090 \u65f6\u957f\u3002<\/li>\n<\/ul>\n<p>\u4ee5\u5b8c\u6210\u4e00\u6b21 OpenClaw \u9879\u76ee\u4e3a\u4f8b\uff0c\u6570\u636e\u51c6\u5907 1 h + \u8c03\u8bd5 2 h + \u6b63\u5f0f\u8fd0\u884c 0.5 h\uff0c\u603b\u6210\u672c\u7ea6 6.7 \u5143\uff0c\u6bd4\u4e00\u676f\u5976\u8336\u8fd8\u4fbf\u5b9c\u3002<\/p>\n<h2>\u516d\u3001\u4e0d\u6b62 OpenClaw\uff0c\u661f\u5b87\u667a\u7b97\u60f3\u505a AI \u65f6\u4ee3\u7684\u201c\u81ea\u6765\u6c34\u5382\u201d<\/h2>\n<p>\u9664\u4e86\u5b98\u65b9\u955c\u50cf\uff0c\u5e73\u53f0\u8fd8\u9884\u7f6e Stable Diffusion\u3001ChatGLM3\u3001Llama-3\u3001ComfyUI \u7b49 50 \u4f59\u6b3e\u70ed\u95e8 <strong><a href=\"https:\/\/www.starverse-ai.com\">AI \u5e94\u7528<\/a><\/strong>\uff0c\u5e76\u63d0\u4f9b 5 PB \u516c\u5171\u6570\u636e\u96c6\u3001100+ 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