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\u5de5\u5382\uff0c\u5176\u6838\u5fc3\u7ecf\u6d4e\u6a21\u578b\u7531\u4e00\u7cfb\u5217\u4e25\u82db\u7684\u6307\u6807\u5b9a\u4e49\uff0c\u8fd9\u4e9b\u6307\u6807\u76f4\u63a5\u51b3\u5b9a\u4e86\u6295\u8d44\u56de\u62a5\u7387\uff08ROI\uff09\uff1a<\/p>\n<ul>\n<li><strong>\u541e\u5410\u91cf\uff08Tokens Per Second\uff09<\/strong>\uff1a\u8fd9\u662f\u8861\u91cf AI \u5de5\u5382\u751f\u4ea7\u6548\u7387\u7684\u76f4\u63a5\u6307\u6807\u3002\u5728\u751f\u6210\u5f0f AI \u4e2d\uff0c\u6a21\u578b\u8f93\u51fa\u7684\u901f\u5ea6\u8d8a\u5feb\uff0c\u5904\u7406\u590d\u6742\u4efb\u52a1\u7684\u6548\u7387\u5c31\u8d8a\u9ad8\u3002<\/li>\n<li><strong>\u80fd\u6548\u6bd4\uff08Tokens Per Watt\uff09<\/strong>\uff1a\u968f\u7740\u80fd\u6e90\u6210\u672c\u7684\u4e0a\u5347\u4ee5\u53ca\u73af\u4fdd\u8981\u6c42\u7684\u63d0\u9ad8\uff0c\u6bcf\u74e6\u7279\u4ea7\u751f\u7684 Token \u6570\u5df2\u6210\u4e3a\u8861\u91cf\u786c\u4ef6\u5148\u8fdb\u6027\u7684\u6838\u5fc3\u6807\u51c6\u3002\u8fd9\u4e0d\u4ec5\u5173\u4e4e\u6210\u672c\uff0c\u66f4\u5173\u4e4e\u78b3\u8db3\u8ff9\u3002<\/li>\n<li><strong>\u6bcf Token \u6210\u672c<\/strong>\uff1a\u8fd9\u662f\u5546\u4e1a\u843d\u5730\u7684\u5e95\u7ebf\uff0c\u76f4\u63a5\u51b3\u5b9a\u4e86 AI \u5e94\u7528\u7684\u5546\u4e1a\u5316\u53ef\u884c\u6027\u3002<\/li>\n<li><strong>\u5229\u7528\u7387\u4e0e\u6b63\u5e38\u8fd0\u884c\u65f6\u95f4\uff08Utilization and Uptime\uff09<\/strong>\uff1aAI \u5de5\u5382\u5fc5\u987b 24\/7 \u5168\u5929\u5019\u8fd0\u884c\uff0c\u4efb\u4f55\u5fae\u5c0f\u7684\u505c\u673a\u65f6\u95f4\u90fd\u4f1a\u9020\u6210\u5de8\u5927\u7684\u7ecf\u6d4e\u635f\u5931\u3002<\/li>\n<\/ul>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u4e0a\u8ff0\u6307\u6807\uff0c\u786c\u4ef6\u67b6\u6784\u5fc5\u987b\u8fdb\u884c\u91cd\u65b0\u5b9a\u4e49\u3002\u7279\u522b\u662f\u5bf9\u4e8e XPU\uff08\u6269\u5c55\u5904\u7406\u5668\uff09\u8fd9\u7c7b\u7075\u6d3b\u67b6\u6784\uff0c\u5fc5\u987b\u9488\u5bf9 AI \u5de5\u5382\u7684\u7279\u5b9a\u5de5\u4f5c\u8d1f\u8f7d\u8fdb\u884c\u5b9a\u5236\u3002<\/p>\n<h2>XPUs \u7684\u7cfb\u7edf\u7ea7\u534f\u540c\u8bbe\u8ba1<\/h2>\n<p>NVIDIA \u7b49\u884c\u4e1a\u9886\u519b\u8005\u63d0\u51fa\u7684 XPU \u67b6\u6784\u7406\u5ff5\uff0c\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u6311\u6218\u3002XPUs \u4e0d\u4ec5\u4ec5\u662f\u4e00\u5757\u82af\u7247\uff0c\u5b83\u662f\u4e00\u4e2a\u878d\u5408\u4e86 CPU\u3001GPU\u3001DPU\uff08\u6570\u636e\u5904\u7406\u5668\uff09\u7b49\u5f02\u6784\u8ba1\u7b97\u5355\u5143\u7684\u7075\u6d3b\u5e73\u53f0\u3002<\/p>\n<p>\u5728\u6784\u5efa AI \u5de5\u5382\u65f6\uff0cXPUs \u7684\u8bbe\u8ba1\u5fc5\u987b\u8003\u8651<strong>\u50cf\u7d20\u7ea7\u7684\u5bf9\u9f50<\/strong>\u3002\u8fd9\u610f\u5473\u7740\u786c\u4ef6\u67b6\u6784\u5e08\u9700\u8981\u6839\u636e\u5177\u4f53\u7684 AI \u7b97\u6cd5\u9700\u6c42\uff0c\u52a8\u6001\u8c03\u6574\u8ba1\u7b97\u3001\u5b58\u50a8\u548c\u901a\u4fe1\u5355\u5143\u7684\u6bd4\u4f8b\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u63a8\u7406\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u7cfb\u7edf\u9700\u8981\u4f18\u5316\u663e\u5b58\u5e26\u5bbd\u548c\u5ef6\u8fdf\uff1b\u800c\u5bf9\u4e8e\u8bad\u7ec3\u4efb\u52a1\uff0c\u5219\u9700\u8981\u5f3a\u5927\u7684\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\u548c\u9ad8\u901f\u7684\u8282\u70b9\u95f4\u4e92\u8054\u3002<\/p>\n<p>\u4ee5 NVLink Fusion \u4e3a\u4f8b\uff0c\u8fd9\u79cd\u6280\u672f\u5141\u8bb8\u8f6f\u4ef6\u6808\u4e0e\u786c\u4ef6\u67b6\u6784\u8fdb\u884c\u201c\u50cf\u7d20\u7ea7\u201d\u7684\u7ed1\u5b9a\u3002\u901a\u8fc7\u5c06\u52a0\u901f\u5668\u3001\u4e92\u8fde\u6280\u672f\u548c\u7cfb\u7edf\u67b6\u6784\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u8bbe\u8ba1\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u7ed5\u8fc7\u4f20\u7edf\u7684\u901a\u7528\u63a5\u53e3\u9650\u5236\uff0c\u76f4\u63a5\u4e0e\u5e95\u5c42\u786c\u4ef6\u4ea4\u4e92\u3002\u8fd9\u79cd\u6df1\u5ea6\u7684\u4f18\u5316\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u7cfb\u7edf\u5728\u5904\u7406\u590d\u6742 AI \u6a21\u578b\u65f6\u7684\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u3002<\/p>\n<h2>\u884c\u4e1a\u5f71\u54cd\u4e0e\u672a\u6765\u5c55\u671b<\/h2>\n<p>\u5bf9\u4e8e\u8d85\u5927\u89c4\u6a21\u4e91\u670d\u52a1\u5546\uff08\u5982 AWS, Azure, Google Cloud\uff09\u548c AI \u539f\u751f\u521d\u521b\u516c\u53f8\uff08\u5982 OpenAI, Anthropic\uff09\u6765\u8bf4\uff0c\u6784\u5efa\u81ea\u5df1\u7684 AI \u5de5\u5382\u5df2\u6210\u4e3a\u6218\u7565\u521a\u9700\u3002\u4ed6\u4eec\u4e0d\u518d\u6ee1\u8db3\u4e8e\u8d2d\u4e70\u73b0\u6210\u7684\u670d\u52a1\u5668\uff0c\u800c\u662f\u503e\u5411\u4e8e\u62e5\u6709\u5bf9\u5e95\u5c42\u786c\u4ef6\u7684\u638c\u63a7\u6743\uff0c\u4ee5\u6253\u9020\u201c\u4e13\u5c5e\u7684\u667a\u80fd\u751f\u4ea7\u7ebf\u201d\u3002<\/p>\n<p>\u8fd9\u79cd\u8d8b\u52bf\u5c06\u63a8\u52a8\u6574\u4e2a\u534a\u5bfc\u4f53\u884c\u4e1a\u8fdb\u5165\u4e00\u4e2a\u5168\u65b0\u7684\u9636\u6bb5\uff1a\u786c\u4ef6\u5382\u5546\u4e0d\u518d\u662f\u63d0\u4f9b\u201c\u901a\u7528\u4ea7\u54c1\u201d\uff0c\u800c\u662f\u63d0\u4f9b\u201c\u5b9a\u5236\u5316\u89e3\u51b3\u65b9\u6848\u201d\u3002\u672a\u6765\u7684 AI \u5de5\u5382\uff0c\u5c06\u662f\u9ad8\u5ea6\u4e13\u4e1a\u5316\u3001\u6a21\u5757\u5316\u4e14\u9ad8\u5ea6\u96c6\u6210\u7684\u590d\u6742\u7cfb\u7edf\u3002XPUs \u4f5c\u4e3a\u8fd9\u4e00\u7cfb\u7edf\u7684\u6838\u5fc3\u5f15\u64ce\uff0c\u5176\u91cd\u8981\u6027\u5c06\u8d85\u8d8a\u5355\u7eaf\u7684\u7b97\u529b\u63d0\u4f9b\u8005\uff0c\u6210\u4e3a\u667a\u80fd\u7ecf\u6d4e\u65f6\u4ee3\u7684\u201c\u80fd\u6e90\u7ad9\u201d\u3002<\/p>\n<p>\u603b\u4e4b\uff0cAI \u5de5\u5382\u7684\u5efa\u8bbe\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u7684\u80dc\u5229\uff0c\u66f4\u662f\u5de5\u7a0b\u54f2\u5b66\u7684\u80dc\u5229\u3002\u53ea\u6709\u90a3\u4e9b\u80fd\u591f\u5c06 XPU \u8bbe\u8ba1\u4e3a\u6709\u673a\u6574\u4f53\uff0c\u5e76\u8ffd\u6c42\u6781\u81f4\u6548\u7387\u4e0e\u7a33\u5b9a\u6027\u7684\u4f01\u4e1a\uff0c\u624d\u80fd\u5728\u667a\u80fd\u89c4\u6a21\u7ecf\u6d4e\u7684\u6d6a\u6f6e\u4e2d\u7acb\u4e8e\u4e0d\u8d25\u4e4b\u5730\u3002<\/p>\n<p><em>\u4fe1\u606f\u6765\u6e90\uff1aNVIDIA Blog\uff0c\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/blogs.nvidia.com\/blog\/nvlink-fusion-xpu-ai-factory\/\" target=\"_blank\" rel=\"noopener noreferrer 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