{"id":26273,"date":"2026-01-13T14:04:34","date_gmt":"2026-01-13T06:04:34","guid":{"rendered":"https:\/\/cn.hostease.com\/blog\/?p=26273"},"modified":"2025-12-30T14:08:57","modified_gmt":"2025-12-30T06:08:57","slug":"green-computing-gpu-power-efficiency","status":"publish","type":"post","link":"https:\/\/cn.hostease.com\/blog\/server\/gpu-server\/green-computing-gpu-power-efficiency\/","title":{"rendered":"\u7eff\u8272\u8ba1\u7b97\u4e0eGPU\u7b97\u529b\uff1a\u9ad8\u6027\u80fd\u4e0e\u8282\u80fd\u5982\u4f55\u517c\u987e\uff1f"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">GPU\u80fd\u8017\u7684\u73b0\u5b9e\u6311\u6218<\/h2>\n\n\n\n<p>\u5982\u679c\u4f60\u6700\u8fd1\u5728\u4e3a\u4f01\u4e1aAI\u3001\u79d1\u7814\u6216\u5185\u5bb9\u751f\u6210\u9879\u76ee\u9009\u578b<a href=\"https:\/\/cn.hostease.com\/dedicated-servers.html\" target=\"_blank\" rel=\"noopener\" title=\"\u670d\u52a1\u5668\">\u670d\u52a1\u5668<\/a>\uff0c\u80af\u5b9a\u5bf9GPU\u7684\u201c\u7535\u529b\u80c3\u53e3\u201d\u6df1\u6709\u4f53\u4f1a\u3002\u4ee5\u6211\u4eec\u534f\u52a9\u90e8\u7f72\u7684NVIDIA H100\u4e3a\u4f8b\uff0c\u5355\u5361\u529f\u8017\u6700\u9ad8\u53ef\u8fbe<strong>700W<\/strong>\uff0c\u800cAMD MI300X\u4e5f\u8fbe\u5230<strong>750W<\/strong>\u3002\u867d\u7136\u8fd9\u4e9bGPU\u5e26\u6765\u4e86\u9876\u7ea7\u7b97\u529b\uff08\u5982H100 FP32\u6027\u80fd\u53ef\u8fbe67TFLOPs\uff09\uff0c\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u6563\u70ed\u3001\u914d\u7535\u548c\u8fd0\u7ef4\u7684\u538b\u529b\u90fd\u76f4\u7ebf\u4e0a\u5347\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u5b9e\u8bdd\u5b9e\u8bf4\uff1a<\/strong><br>\u5f88\u591a\u5ba2\u6237\u5728\u7528\u4e0a\u9ad8\u7aefGPU\u540e\u624d\u53d1\u73b0\uff0c\u7b97\u529b\u7684\u63d0\u5347\u8fdc\u4e0d\u5982\u7528\u7535\u8d26\u5355\u6765\u5f97\u76f4\u63a5\u3002\u6570\u636e\u4e2d\u5fc3\u7684PUE\uff08\u80fd\u6548\u6bd4\uff09\u6210\u4e3a\u5927\u5bb6\u5173\u6ce8\u7684\u65b0\u6307\u6807\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u6027\u80fd\u4e0d\u6b62\u4e8e\u5feb\uff0c\u8fd8\u8981\u201c\u7701\u201d<\/h2>\n\n\n\n<p>\u4e1a\u754c\u8d8a\u6765\u8d8a\u591a\u5730\u7528\u201c\u6bcf\u74e6\u6027\u80fd\u201d\uff08\u5982GFlops\/W\uff09\u6765\u8bc4\u4f30GPU\u7b97\u529b\u4ef7\u503c\u3002\u4ee5Green500\u699c\u5355\u4e3a\u4f8b\uff0c2025\u5e74\u6392\u540d\u524d\u5217\u7684\u7cfb\u7edf\u91c7\u7528\u4e86NVIDIA Grace Hopper\u7b49\u65b0\u4e00\u4ee3GPU\uff0c\u5355\u4f4d\u80fd\u6548\u5df2\u7a81\u7834<strong>73.28 GFlops\/W<\/strong>\u3002\u800cUptime Institute\u6570\u636e\u663e\u793a\uff0c2024\u5e74\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u5e73\u5747PUE\u7ea6\u4e3a<strong>1.58<\/strong>\uff0c\u8282\u80fd\u538b\u529b\u8fd8\u5f88\u5927\u3002<\/p>\n\n\n\n<p>\u4f60\u53ef\u80fd\u4f1a\u95ee\uff1a\u6211\u662f\u4e0d\u662f\u53ea\u80fd\u63a5\u53d7\u9ad8\u80fd\u8017\u6362\u9ad8\u7b97\u529b\uff1f\u5176\u5b9e\u4e0d\u662f\uff0c\u9009\u578b\u65f6\u8fd8\u53ef\u4ee5\u517c\u987e\u80fd\u6548\u548c\u6210\u672c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f4e\u529f\u8017GPU\u670d\u52a1\u5668\u65b9\u6848\u63a8\u8350<\/h2>\n\n\n\n<p>\u5728<a href=\"https:\/\/cn.hostease.com\" target=\"_blank\" rel=\"noopener\" title=\"Hostease\">Hostease<\/a>\uff0c\u6211\u4eec\u9f13\u52b1\u5ba2\u6237\u6839\u636e\u4e1a\u52a1\u5b9e\u9645\u9700\u6c42\u9009\u7528\u5408\u9002\u7684GPU\u3002\u4f8b\u5982\u4e0b\u8868\u5c31\u662f\u6211\u4eec\u6700\u5e38\u90e8\u7f72\u7684\u51e0\u7c7b<a href=\"https:\/\/cn.hostease.com\/gpu-servers.html\" target=\"_blank\" rel=\"noopener\" title=\"GPU\u670d\u52a1\u5668\">GPU\u670d\u52a1\u5668<\/a>\uff0c\u9002\u5408\u4ece\u5927\u89c4\u6a21\u8bad\u7ec3\u5230\u63a8\u7406\u7b49\u4e0d\u540c\u573a\u666f\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>GPU<\/th><th>\u529f\u8017(W)<\/th><th>FP32\u6027\u80fd(TFLOPs)<\/th><th>\u6027\u80fd\/\u74e6<\/th><th>\u9002\u7528\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>NVIDIA H100<\/td><td>700<\/td><td>67<\/td><td>0.10<\/td><td>AI\u5927\u6a21\u578b\u8bad\u7ec3\/HPC<\/td><\/tr><tr><td>AMD MI300X<\/td><td>750<\/td><td>81.7<\/td><td>0.11<\/td><td>\u79d1\u7814\/\u6df7\u5408\u7cbe\u5ea6AI<\/td><\/tr><tr><td><strong>NVIDIA L4<\/strong><\/td><td><strong>72<\/strong><\/td><td><strong>30.3<\/strong><\/td><td><strong>0.42<\/strong><\/td><td>\u5728\u7ebf\u63a8\u7406\/\u8f7b\u91cf\u8bad\u7ec3<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u6211\u7684\u5efa\u8bae\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e1a\u52a1\u91cf\u7ea7\u4e0d\u5927\uff1f\u4f18\u5148\u8003\u8651\u4f4e\u529f\u8017\u5982L4\uff0c\u6027\u4ef7\u6bd4\u6781\u9ad8\u3001\u90e8\u7f72\u7075\u6d3b\uff0c\u5bf9\u670d\u52a1\u5668\u7535\u529b\u548c\u51b7\u5374\u8981\u6c42\u4f4e\u3002<\/li>\n\n\n\n<li>\u9700\u8981\u6781\u81f4\u6027\u80fd\uff1f\u53ef\u4ee5\u7528\u9ad8\u529f\u8017\u5361\u914d\u5408\u6db2\u51b7\u673a\u67dc\uff0c\u4f46\u8981\u505a\u597d\u7535\u529b\u3001\u51b7\u5374\u548c\u9884\u7b97\u7684\u5e73\u8861\u3002<\/li>\n\n\n\n<li>\u6df7\u5408\u573a\u666f\uff1f\u5927\u90e8\u5206\u7528\u6237\u5b9e\u9645\u9700\u6c42\u4ecb\u4e8e\u4e24\u8005\u4e4b\u95f4\uff0c\u6211\u4eec\u4f1a\u5e2e\u52a9\u6309\u9700\u6df7\u642d\u90e8\u7f72\uff0c\u65e2\u517c\u987e\u6027\u80fd\u4e5f\u8282\u7701\u80fd\u8017\u548c\u8fd0\u7ef4\u538b\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9e\u9645\u6848\u4f8b\uff1a\u9ad8\u6548\u8282\u80fd\u4e0d\u662f\u7a7a\u8c08<\/h2>\n\n\n\n<p>\u4f5c\u4e3a\u670d\u52a1\u5546\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u4e00\u7ebf\u548c\u5ba2\u6237\u4e00\u8d77\u89e3\u51b3\u201c\u9ad8\u6027\u80fd+\u8282\u80fd\u201d\u96be\u9898\u3002\u6bd4\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6309\u9700\u6df7\u5408\u90e8\u7f72<\/strong>\uff1a\u8bad\u7ec3\u4efb\u52a1\u7528H100\uff0c\u63a8\u7406\u670d\u52a1\u7528L4\/\u4e0a\u4e00\u4ee3T4\uff0c\u6709\u6548\u5206\u644a\u529f\u8017\uff1b<\/li>\n\n\n\n<li><strong>\u80fd\u8017\u53ef\u89c6\u5316<\/strong>\uff1a\u540e\u53f0\u63d0\u4f9bGPU\u7528\u7535\u548c\u78b3\u6392\u653e\u5b9e\u65f6\u5c55\u793a\uff0c\u65b9\u4fbf\u4f01\u4e1a\u7ba1\u7406\u548c\u5408\u89c4\u7533\u62a5\uff1b<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u8282\u80fd\u5de1\u68c0<\/strong>\uff1a\u9ad8\u5cf0\u4f4e\u8c37\u65f6\u81ea\u52a8\u8c03\u6574GPU\u5de5\u4f5c\u72b6\u6001\uff0c\u5e73\u5747\u8282\u77018-12%\u7684\u7535\u8d39\uff1b<\/li>\n\n\n\n<li><strong>\u7eff\u8272\u6570\u636e\u4e2d\u5fc3\u5e03\u5c40<\/strong>\uff1a\u5728\u6d1b\u6749\u77f6\u3001\u9999\u6e2f\u7b49\u5730\u8282\u70b9\u901a\u8fc7\u6db2\u51b7\u548c\u51b7\u901a\u9053\u7ba1\u7406\uff0c\u8ba9\u9ad8\u5bc6\u5ea6\u673a\u67dcPUE\u4f4e\u81f31.4\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u672a\u6765\u7eff\u8272\u8ba1\u7b97\u8d8b\u52bf\uff1a\u4e0b\u4e00\u6b65\u8be5\u600e\u4e48\u8d70\uff1f<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>CPU-GPU\u6df1\u5ea6\u878d\u5408<\/strong><br>\u4ee5Grace Hopper GH200\u4e3a\u4ee3\u8868\u7684\u65b0\u67b6\u6784\uff0c\u901a\u8fc7\u9ad8\u6548\u4e92\u8054\u5927\u5e45\u964d\u4f4e\u6570\u636e\u4f20\u8f93\u80fd\u8017\uff0c\u80fd\u6548\u63d0\u5347\u663e\u8457\u3002<\/li>\n\n\n\n<li><strong>\u6db2\u51b7\u4e0e\u6c89\u6d78\u5f0f\u6563\u70ed\u666e\u53ca<\/strong><br>\u672a\u6765\u65b0\u5efa\u6570\u636e\u4e2d\u5fc3\u4f1a\u4f18\u5148\u8003\u8651PUE\u22641.2\u7684\u6db2\u51b7\/\u65b0\u578b\u51b7\u5374\uff0c\u7eff\u8272\u6807\u51c6\u63a8\u52a8\u6280\u672f\u5347\u7ea7\u3002<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u8c03\u5ea6\u548c\u78b3\u4fe1\u53f7\u8ddf\u8e2a<\/strong><br>\u8d8a\u6765\u8d8a\u591a\u8c03\u5ea6\u5e73\u53f0\u80fd\u6839\u636e\u78b3\u6392\u653e\u4fe1\u53f7\u52a8\u6001\u8fc1\u79fbGPU\u4efb\u52a1\uff0c\u5145\u5206\u5229\u7528\u7eff\u7535\u4f4e\u8c37\u3002<\/li>\n\n\n\n<li><strong>\u82af\u7247\u5f02\u6784\u4e0e\u5149\u4e92\u8fde<\/strong><br>\u4e0b\u4e00\u4ee3GPU\u5c06\u901a\u8fc73D\u5806\u53e0\u548c\u9ad8\u901f\u5149\u4e92\u8fde\uff0c\u628a\u7b97\u529b\u4e0e\u80fd\u6548\u62c9\u5230\u65b0\u9ad8\u5ea6\u3002<\/li>\n<\/ol>\n\n\n\n<h2 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