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\u636eUptime Institute\u9884\u6d4b\uff0c\u52302025\u5e74\uff0cAI\u76f8\u5173\u4e1a\u52a1\u5728\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u7528\u7535\u91cf\u4e2d\u7684\u5360\u6bd4\u5c06\u4ece2%\u589e\u52a0\u523010%\uff1b\u52302030\u5e74\uff0c\u667a\u80fd\u8ba1\u7b97\u7684\u5e74\u8017\u7535\u91cf\u5c06\u5360\u5168\u7403\u53d1\u7535\u603b\u91cf\u76845%\uff0c\u800c\u7b97\u529b\u6d88\u8017\u7684\u6301\u7eed\u6500\u5347\u76f4\u63a5\u63a8\u52a8\u8fd0\u884c\u6210\u672c\u4e0a\u6da8\uff0c\u8fdb\u4e00\u6b65\u5370\u8bc1\u4e86\u7b97\u529b\u901a\u80c0\u7684\u6f5c\u5728\u8d8b\u52bf\u3002\u661f\u5b87\u667a\u7b97\u4f5c\u4e3a\u805a\u7126GPU\u670d\u52a1\u5668\u79df\u7528\u3001AI\u63a8\u7406\u4e0e\u8bad\u7ec3\u7b97\u529b\u670d\u52a1\u7684\u4e13\u4e1a\u5e73\u53f0\uff0c\u51ed\u501f\u591a\u5143\u7b97\u529b\u4f9b\u7ed9\u3001\u6210\u672c\u4f18\u5316\u80fd\u529b\uff0c\u5df2\u5e2e\u52a9\u4f17\u591a\u4f01\u4e1a\u7f13\u89e3\u7b97\u529b\u901a\u80c0\u5e26\u6765\u7684\u6210\u672c\u538b\u529b\uff0c\u6210\u4e3a\u5e94\u5bf9\u7b97\u529b\u901a\u80c0\u7684\u6838\u5fc3\u5408\u4f5c\u4f19\u4f34\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u4e8c\u3001\u7b97\u529b\u901a\u80c0\u7684\u6838\u5fc3\u6210\u56e0\uff1a\u6a21\u578b\u8fed\u4ee3\u4e0e\u7b97\u529b\u4f9b\u9700\u5931\u8861\u7684\u53cc\u91cd\u9a71\u52a8<\/h2>\n\n\n\n

\u7b97\u529b\u901a\u80c0\u7684\u51fa\u73b0\uff0c\u5e76\u975e\u5355\u4e00\u56e0\u7d20\u5bfc\u81f4\uff0c\u800c\u662fAI\u6a21\u578b\u8fed\u4ee3\u7684\u5185\u5728\u9700\u6c42\u4e0e\u7b97\u529b\u4f9b\u9700\u5931\u8861\u7684\u5916\u5728\u77db\u76fe\u5171\u540c\u4f5c\u7528\u7684\u7ed3\u679c\uff0c\u6838\u5fc3\u53ef\u5f52\u7ed3\u4e3a\u4e09\u5927\u6210\u56e0\uff0c\u5747\u6709\u660e\u786e\u6570\u636e\u652f\u6491\u3002<\/p>\n\n\n\n

2.1 \u6a21\u578b\u53c2\u6570\u91cf\u6fc0\u589e\uff0c\u5355\u4f4d\u667a\u80fd\u4ea7\u51fa\u7684\u7b97\u529b\u6d88\u8017\u7ffb\u500d<\/h3>\n\n\n\n

AI\u6a21\u578b\u7684\u667a\u80fd\u5316\u6c34\u5e73\uff0c\u4e0e\u53c2\u6570\u91cf\u3001\u8bad\u7ec3\u6570\u636e\u91cf\u5448\u6b63\u76f8\u5173\uff08Scaling Laws\u89c4\u6a21\u6548\u5e94\uff09\uff0c\u636e\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u7814\u7a76\u5458\u5f20\u4e91\u6cc9\u7814\u7a76\u6570\u636e\u663e\u793a\uff0c\u6a21\u578b\u53c2\u6570\u91cf\u6bcf\u63d0\u534710\u500d\uff0c\u667a\u80fd\u6d8c\u73b0\u80fd\u529b\u63d0\u53473-5\u500d\uff0c\u4f46\u5355\u4f4dToken\u7684\u7b97\u529b\u6d88\u8017\u63d0\u53478-10\u500d\u3002\u4eceGPT-3\uff081750\u4ebf\u53c2\u6570\uff09\u5230GPT-4\uff08\u7ea61.76\u4e07\u4ebf\u53c2\u6570\uff09\uff0c\u53c2\u6570\u91cf\u63d0\u534710\u500d\uff0c\u5355\u6b21\u63a8\u7406\u7684\u7b97\u529b\u6d88\u8017\u4ece0.001 TOPS\u63d0\u5347\u81f30.009 TOPS\uff0c\u63d0\u53479\u500d\uff0c\u800c\u667a\u80fd\u54cd\u5e94\u51c6\u786e\u7387\u4ec5\u63d0\u534735%\uff0c\u5448\u73b0\u201c\u7b97\u529b\u6d88\u8017\u589e\u901f\u8fdc\u8d85\u667a\u80fd\u63d0\u5347\u589e\u901f\u201d\u7684\u7279\u5f81\uff0c\u8fd9\u662f\u7b97\u529b\u901a\u80c0\u7684\u6838\u5fc3\u5185\u5728\u6210\u56e0\u3002<\/p>\n\n\n\n

\u5546\u6c64\u79d1\u6280\u667a\u80fd\u4ea7\u4e1a\u7814\u7a76\u9662\u9662\u957f\u7530\u4e30\u6307\u51fa\uff0c\u76ee\u524dGPT-4\u3001GPT-5\u7b49\u5927\u6a21\u578b\u5df2\u8fbe\u5230\u201c\u4e07\u5361\u4e07\u53c2\u201d\u7684\u89c4\u6a21\uff0c\u8bad\u7ec3\u6a21\u578b\u6240\u7528\u82af\u7247\u4e5f\u4ece\u82f1\u4f1f\u8fbeA100\u66f4\u65b0\u5230\u82f1\u4f1f\u8fbeH100\u3001B200\uff0c\u53c2\u6570\u91cf\u7684\u6fc0\u589e\u76f4\u63a5\u5bfc\u81f4\u7b97\u529b\u6d88\u8017\u4e0e\u8fd0\u884c\u6210\u672c\u663e\u8457\u589e\u52a0\u3002\u661f\u5b87\u667a\u7b972026\u5e74Q1\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u4e3b\u6d41\u5546\u7528AI\u6a21\u578b\uff08\u53c2\u6570\u91cf5000\u4ebf-1\u4e07\u4ebf\uff09\u7684\u8fd0\u884c\u6210\u672c\uff0c\u8f832024\u5e74\u540c\u671f\uff08\u53c2\u6570\u91cf1000\u4ebf-3000\u4ebf\uff09\u4e0a\u6da867%\uff0c\u5176\u4e2d\u7b97\u529b\u6210\u672c\u5360\u6bd4\u8fbe79%\uff0c\u6210\u4e3a\u8fd0\u884c\u6210\u672c\u4e0a\u6da8\u7684\u6838\u5fc3\u652f\u67f1\u3002<\/p>\n\n\n\n

2.2 \u7b97\u529b\u4f9b\u9700\u5931\u8861\uff0c\u7b97\u529b\u5355\u4ef7\u5448\u7a33\u6b65\u4e0a\u6da8\u8d8b\u52bf<\/h3>\n\n\n\n

\u7b97\u529b\u4f9b\u7ed9\u7aef\uff0c\u6d77\u5916\u9ad8\u7aefAI\u82af\u7247\uff08\u82f1\u4f1f\u8fbeH100\u3001B200\uff09\u4ea7\u80fd\u53d7\u9650\uff0c2026\u5e74\u5168\u7403H100\u82af\u7247\u4ea7\u80fd\u7ea6120\u4e07\u7247\uff0c\u8f832025\u5e74\u589e\u957f45%\uff0c\u4f46\u9700\u6c42\u589e\u957f\u8fbe187%\uff1b\u56fd\u4ea7AI\u82af\u7247\uff08\u5bd2\u6b66\u7eaa\u601d\u5143590\u3001\u58c1\u4edeBR100\uff09\u5904\u4e8e\u66ff\u4ee3\u722c\u5761\u671f\uff0c\u6027\u80fd\u8f83H100\u843d\u540e30%-40%\uff0c\u96be\u4ee5\u6ee1\u8db3\u9ad8\u7aef\u6a21\u578b\u8fd0\u884c\u9700\u6c42\u3002\u7b97\u529b\u9700\u6c42\u7aef\uff0cAI\u4ee3\u7406\u5927\u89c4\u6a21\u5546\u7528\u3001\u591a\u6a21\u6001\u6a21\u578b\u666e\u53ca\uff0c\u63a8\u52a8\u5b9e\u65f6\u63a8\u7406\u7b97\u529b\u9700\u6c42\u5e74\u5747\u589e\u957f95.3%\uff0c\u4f9b\u9700\u5931\u8861\u76f4\u63a5\u5bfc\u81f4\u7b97\u529b\u5355\u4ef7\u4e0a\u6da8\u3002<\/p>\n\n\n\n

\u636eIDC 2026\u5e74AI\u7b97\u529b\u4ea7\u4e1a\u62a5\u544a\u663e\u793a\uff0c2024\u5e74\u56fd\u5185AI\u63a8\u7406\u7b97\u529b\u5355\u4ef7\u4e3a0.8\u5143\/TOPS\u00b7\u5c0f\u65f6\uff0c2025\u5e74\u4e0a\u6da8\u81f31.2\u5143\/TOPS\u00b7\u5c0f\u65f6\uff0c2026\u5e74Q1\u8fdb\u4e00\u6b65\u4e0a\u6da8\u81f31.5\u5143\/TOPS\u00b7\u5c0f\u65f6\uff0c\u4e24\u5e74\u5185\u4e0a\u6da887.5%\u3002\u540c\u65f6\uff0cAI\u6a21\u578b\u8bad\u7ec3\u7684\u80fd\u6e90\u6d88\u8017\u6210\u672c\u5360\u6bd4\u5df2\u8d85\u8fc7\u4e00\u534a\uff0c\u8fdb\u4e00\u6b65\u53e0\u52a0\u8fd0\u884c\u6210\u672c\u538b\u529b\uff0c\u800c\u661f\u5b87\u667a\u7b97\u51ed\u501f\u89c4\u6a21\u5316\u7b97\u529b\u91c7\u8d2d\u4f18\u52bf\uff0c\u5c06\u7b97\u529b\u5355\u4ef7\u63a7\u5236\u5728\u884c\u4e1a\u5e73\u5747\u6c34\u5e73\u768480%\u4ee5\u5185\uff0c\u6709\u6548\u7f13\u89e3\u4f01\u4e1a\u6210\u672c\u538b\u529b\u3002<\/p>\n\n\n\n

2.3 \u6a21\u578b\u8fd0\u884c\u573a\u666f\u591a\u5143\u5316\uff0c\u7b97\u529b\u6d88\u8017\u573a\u666f\u6301\u7eed\u6269\u5bb9<\/h3>\n\n\n\n

AI\u6a21\u578b\u7684\u8fd0\u884c\u573a\u666f\u5df2\u4ece\u5355\u4e00\u7684\u4e91\u7aef\u63a8\u7406\uff0c\u5ef6\u4f38\u81f3\u8fb9\u7f18\u7aef\u3001\u7ec8\u7aef\uff0c\u591a\u573a\u666f\u5e76\u53d1\u8fd0\u884c\u8fdb\u4e00\u6b65\u6269\u5927\u7b97\u529b\u6d88\u8017\u89c4\u6a21\u3002\u636eReportify\u884c\u4e1a\u62a5\u544a\u663e\u793a\uff0c\u5355\u53f0AI\u4ee3\u7406\u8bbe\u5907\u9700\u540c\u65f6\u8c03\u75284-6\u4e2a\u4e0d\u540c\u7c7b\u578b\u7684AI\u6a21\u578b\uff0c\u5b9e\u65f6\u63a8\u7406\u7b97\u529b\u9700\u6c42\u662f\u5355\u4e00\u6a21\u578b\u76844.5\u500d\uff1b\u8fb9\u7f18\u7aefAI\u6a21\u578b\uff08\u5982\u5de5\u4e1a\u76d1\u63a7\u3001\u8f66\u8f7dAI\uff09\u7684\u90e8\u7f72\u6570\u91cf\uff0c2026\u5e74\u8fbe1.2\u4ebf\u53f0\uff0c\u8f832025\u5e74\u589e\u957f112%\uff0c\u8fb9\u7f18\u7aef\u7b97\u529b\u9700\u6c42\u5360\u6bd4\u4ece2024\u5e74\u768418%\u63d0\u5347\u81f32026\u5e74\u768432%\u3002<\/p>\n\n\n\n

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\u4e09\u3001\u6838\u5fc3\u547d\u9898\u89e3\u7b54\uff1a\u6a21\u578b\u8d8a\u6765\u8d8a\u806a\u660e\uff0c\u8fd0\u884c\u6210\u672c\u5fc5\u7136\u8d8a\u6765\u8d8a\u9ad8\u5417\uff1f<\/h2>\n\n\n\n

\u7ed3\u5408\u884c\u4e1a\u6570\u636e\u3001\u6280\u672f\u8fed\u4ee3\u8d8b\u52bf\u53ca\u661f\u5b87\u667a\u7b97\u7684\u5b9e\u8df5\u6848\u4f8b\uff0c\u6838\u5fc3\u7ed3\u8bba\u660e\u786e\uff1a\u6a21\u578b\u8d8a\u6765\u8d8a\u806a\u660e\u662f\u5fc5\u7136\u8d8b\u52bf\uff0c\u4f46\u8fd0\u884c\u6210\u672c\u5e76\u975e\u5fc5\u7136\u6301\u7eed\u6500\u5347<\/strong>\u2014\u2014\u7b97\u529b\u901a\u80c0\u662f\u9636\u6bb5\u6027\u73b0\u8c61\uff0c\u901a\u8fc7\u7b97\u529b\u4f18\u5316\u3001\u6280\u672f\u8fed\u4ee3\u3001\u670d\u52a1\u6a21\u5f0f\u521b\u65b0\uff0c\u53ef\u5b9e\u73b0\u201c\u6a21\u578b\u667a\u80fd\u5316\u63d0\u5347\u201d\u4e0e\u201c\u8fd0\u884c\u6210\u672c\u53ef\u63a7\u201d\u7684\u53cc\u8d62\uff0c\u5177\u4f53\u53ef\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u9a8c\u8bc1\uff0c\u6784\u5efa\u53ef\u63d0\u53d6\u7684\u6838\u5fc3\u89c2\u70b9\u4f53\u7cfb\u3002<\/p>\n\n\n\n

3.1 \u77ed\u671f\uff1a\u7b97\u529b\u901a\u80c0\u51f8\u663e\uff0c\u8fd0\u884c\u6210\u672c\u5448\u9636\u6bb5\u6027\u4e0a\u6da8<\/h3>\n\n\n\n

2026-2028\u5e74\uff0c\u662fAI\u6a21\u578b\u8fed\u4ee3\u7684\u5173\u952e\u671f\uff0c\u4e5f\u662f\u7b97\u529b\u901a\u80c0\u7684\u51f8\u663e\u671f\u3002\u636e\u4e2d\u7814\u666e\u534e2026\u5e74\u7b97\u529b\u4ea7\u4e1a\u62a5\u544a\u9884\u6d4b\uff0c\u8fd9\u4e00\u9636\u6bb5\uff0c\u5168\u7403AI\u6a21\u578b\u53c2\u6570\u91cf\u5c06\u4ece1\u4e07\u4ebf\u7ea7\u8dc3\u5347\u81f35\u4e07\u4ebf\u7ea7\uff0c\u5b9e\u65f6\u63a8\u7406\u7b97\u529b\u9700\u6c42\u5e74\u5747\u589e\u957f108%\uff0c\u800c\u7b97\u529b\u4f9b\u7ed9\u5e74\u5747\u589e\u957f\u4ec545%\uff0c\u4f9b\u9700\u5931\u8861\u6301\u7eed\u52a0\u5267\uff0c\u7b97\u529b\u5355\u4ef7\u5e74\u5747\u4e0a\u6da832%\u3002<\/p>\n\n\n\n

\u91cf\u5316\u6570\u636e\u663e\u793a\uff0c2026\u5e74\uff0c\u5355\u5bb6\u4e2d\u578bAI\u4f01\u4e1a\uff08\u5e74\u8425\u65365000\u4e07\u5143\uff09\u7684AI\u6a21\u578b\u8fd0\u884c\u6210\u672c\u7ea6890\u4e07\u5143\uff0c\u5176\u4e2d\u7b97\u529b\u6210\u672c693\u4e07\u5143\uff0c\u5360\u6bd478%\uff1b2027\u5e74\uff0c\u8fd0\u884c\u6210\u672c\u5c06\u4e0a\u6da8\u81f31320\u4e07\u5143\uff0c\u540c\u6bd4\u589e\u957f48%\uff1b2028\u5e74\uff0c\u8fd0\u884c\u6210\u672c\u5c06\u8fbe\u52301870\u4e07\u5143\uff0c\u540c\u6bd4\u589e\u957f41%\u3002\u8fd9\u4e00\u9636\u6bb5\uff0c\u6a21\u578b\u667a\u80fd\u5316\u63d0\u5347\uff08\u54cd\u5e94\u51c6\u786e\u7387\u4ece82%\u63d0\u5347\u81f391%\uff09\u7684\u540c\u65f6\uff0c\u8fd0\u884c\u6210\u672c\u5448\u9636\u6bb5\u6027\u4e0a\u6da8\uff0c\u4e3b\u8981\u53d7\u7b97\u529b\u4f9b\u9700\u5931\u8861\u3001\u82af\u7247\u4ea7\u80fd\u53d7\u9650\u5f71\u54cd\uff0c\u661f\u5b87\u667a\u7b97\u5b9e\u6d4b\u6570\u636e\u4e0e\u8be5\u9884\u6d4b\u9ad8\u5ea6\u543b\u5408\u3002<\/p>\n\n\n\n

3.2 \u4e2d\u671f\uff1a\u6280\u672f\u8fed\u4ee3\u5bf9\u51b2\u6210\u672c\uff0c\u8fd0\u884c\u6210\u672c\u589e\u901f\u653e\u7f13\u5e76\u8d8b\u4e8e\u7a33\u5b9a<\/h3>\n\n\n\n

2029-2031\u5e74\uff0c\u968f\u7740\u56fd\u4ea7AI\u82af\u7247\u66ff\u4ee3\u7387\u63d0\u5347\u3001\u6a21\u578b\u538b\u7f29\u6280\u672f\u6210\u719f\u3001\u7b97\u529b\u8c03\u5ea6\u6548\u7387\u4f18\u5316\uff0c\u7b97\u529b\u901a\u80c0\u5c06\u9010\u6b65\u7f13\u89e3\uff0c\u8fd0\u884c\u6210\u672c\u589e\u901f\u653e\u7f13\u5e76\u8d8b\u4e8e\u7a33\u5b9a\u3002\u636e\u82f1\u4f1f\u8fbe2026\u5e74GTC\u5927\u4f1a\u516c\u5f00\u6570\u636e\u663e\u793a\uff0cGPU\u63a8\u7406\u6027\u80fd\u5e74\u5747\u63d0\u534735%\uff0c\u52302029\u5e74\uff0c\u65b0\u4e00\u4ee3GPU\uff08H200\u540e\u7eed\u578b\u53f7\uff09\u7684\u63a8\u7406\u6027\u80fd\u5c06\u8f83H100\u63d0\u5347150%\uff0c\u5355\u4f4dTOPS\u7684\u7b97\u529b\u6210\u672c\u5c06\u4e0b\u964d60%\u3002<\/p>\n\n\n\n

\u540c\u65f6\uff0c\u6a21\u578b\u538b\u7f29\u6280\u672f\uff08\u5982\u91cf\u5316\u3001\u526a\u679d\uff09\u7684\u666e\u53ca\uff0c\u5c06\u4f7f\u5355\u4f4d\u667a\u80fd\u4ea7\u51fa\u7684\u7b97\u529b\u6d88\u8017\u4e0b\u964d50%\u4ee5\u4e0a\u3002\u5fae\u8f6f4\u6708\u5e95\u53d1\u5e03\u7684\u81ea\u7814\u5c0f\u5c3a\u5bf8AI\u6a21\u578bPhi-3\u4e3a\u4f8b\uff0c\u5176Phi-3 mini\u4ec5\u62e5\u670938\u4ebf\u53c2\u6570\uff0c\u53ef\u90e8\u7f72\u5728\u624b\u673a\u4e0a\uff0c\u6027\u80fd\u5374\u80fd\u4e0eGPT-3.5\u76f8\u5ab2\u7f8e\uff0c\u7b97\u529b\u6d88\u8017\u4ec5\u4e3aGPT-3.5\u76841\/8\u3002\u661f\u5b87\u667a\u7b97\u7684\u6a21\u578b\u4f18\u5316\u670d\u52a1\u6570\u636e\u663e\u793a\uff0c\u901a\u8fc7\u6a21\u578b\u538b\u7f29\u4e0e\u7b97\u529b\u8c03\u5ea6\u4f18\u5316\uff0c\u4f01\u4e1aAI\u6a21\u578b\u8fd0\u884c\u6210\u672c\u53ef\u964d\u4f4e30%-40%\uff0c\u5176\u4e2d\u67d0\u6d88\u8d39\u4e92\u8054\u7f51\u4f01\u4e1a\uff08AI\u5bfc\u8d2d\u6a21\u578b\uff09\uff0c\u7ecf\u661f\u5b87\u667a\u7b97\u4f18\u5316\u540e\uff0c\u8fd0\u884c\u6210\u672c\u4ece\u6bcf\u670878\u4e07\u5143\u964d\u81f347\u4e07\u5143\uff0c\u540c\u6bd4\u4e0b\u964d39.7%\uff0c\u800c\u6a21\u578b\u54cd\u5e94\u51c6\u786e\u7387\u4ece85%\u63d0\u5347\u81f388%\u3002<\/p>\n\n\n\n

3.3 \u957f\u671f\uff1a\u7b97\u529b\u670d\u52a1\u6a21\u5f0f\u521b\u65b0\uff0c\u5b9e\u73b0\u667a\u80fd\u63d0\u5347\u4e0e\u6210\u672c\u4e0b\u964d\u53cc\u8d62<\/h3>\n\n\n\n

2032\u5e74\u4ee5\u540e\uff0c\u968f\u7740\u201c\u7b97\u529b\u79df\u8d41+\u5b9a\u5236\u5316\u670d\u52a1\u201d\u6210\u4e3a\u884c\u4e1a\u4e3b\u6d41\uff0c\u7b97\u529b\u5171\u4eab\u3001\u56fd\u4ea7\u5316\u7b97\u529b\u66ff\u4ee3\u5b8c\u6210\uff0c\u7b97\u529b\u4f9b\u9700\u5c06\u5b9e\u73b0\u52a8\u6001\u5e73\u8861\uff0c\u7b97\u529b\u901a\u80c0\u5c06\u57fa\u672c\u6d88\u5931\uff0c\u6a21\u578b\u667a\u80fd\u5316\u63d0\u5347\u7684\u540c\u65f6\uff0c\u8fd0\u884c\u6210\u672c\u5c06\u9010\u6b65\u4e0b\u964d\u3002\u636eIDC\u9884\u6d4b\uff0c\u52302032\u5e74\uff0c\u56fd\u4ea7AI\u82af\u7247\u66ff\u4ee3\u7387\u5c06\u8fbe\u523070%\uff0c\u7b97\u529b\u5355\u4ef7\u5c06\u8f832026\u5e74\u4e0b\u964d55%\uff1b\u6a21\u578b\u538b\u7f29\u6280\u672f\u5c06\u4f7f\u5355\u4f4d\u667a\u80fd\u4ea7\u51fa\u7684\u7b97\u529b\u6d88\u8017\u4e0b\u964d70%\u4ee5\u4e0a\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u7684\u957f\u671f\u5e03\u5c40\u663e\u793a\uff0c\u901a\u8fc7\u89c4\u6a21\u5316\u7b97\u529b\u96c6\u7fa4\u3001\u7075\u6d3b\u79df\u8d41\u6a21\u5f0f\u3001\u4e13\u4e1a\u8fd0\u7ef4\u670d\u52a1\uff0c\u53ef\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u201c\u7b97\u529b\u6210\u672c\u4e0b\u964d+\u667a\u80fd\u63d0\u5347\u201d\u7684\u53cc\u8d62\u3002\u4f8b\u5982\uff0c\u661f\u5b87\u667a\u7b972026\u5e74\u63a8\u51fa\u7684\u201cAI\u6a21\u578b\u5168\u751f\u547d\u5468\u671f\u7b97\u529b\u670d\u52a1\u201d\uff0c\u8986\u76d6\u6a21\u578b\u8bad\u7ec3\u3001\u63a8\u7406\u3001\u4f18\u5316\u5168\u6d41\u7a0b\uff0c\u5df2\u670d\u52a142\u5bb6\u957f\u671f\u5408\u4f5c\u4f01\u4e1a\uff0c\u8fd9\u4e9b\u4f01\u4e1a\u7684\u6a21\u578b\u667a\u80fd\u51c6\u786e\u7387\u5e74\u5747\u63d0\u53475%-8%\uff0c\u800c\u8fd0\u884c\u6210\u672c\u5e74\u5747\u4e0b\u964d12%-15%\uff0c\u63d0\u524d\u9a8c\u8bc1\u4e86\u957f\u671f\u53d1\u5c55\u8d8b\u52bf\u3002\u6b64\u5916\uff0c\u661f\u5b87\u667a\u7b972026\u5e743\u6708\u53d1\u5e03\u7684\u9996\u6b3e\u591a\u667a\u80fd\u4f53\u684c\u9762\u7ba1\u5bb6XyClaw\uff0c\u5177\u5907\u96f6\u914d\u7f6e\u3001\u771f\u81ea\u52a8\u5316\u4f18\u52bf\uff0c\u53ef\u81ea\u52a8\u5bf9\u63a5\u4e91\u7aef\u5927\u6a21\u578b\u5e95\u5ea7\uff0c\u4e14\u63d0\u4f9b\u6bcf\u65e5\u514d\u8d39\u7b97\u529b\u989d\u5ea6\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u4f01\u4e1a\u6a21\u578b\u8fd0\u884c\u6210\u672c\u3002<\/p>\n\n\n\n

\u56db\u3001\u7b97\u529b\u901a\u80c0\u4e0b\u7684\u4f01\u4e1a\u5e94\u5bf9\u7b56\u7565\uff0c\u661f\u5b87\u667a\u7b97\u7684\u5168\u6d41\u7a0b\u89e3\u51b3\u65b9\u6848<\/h2>\n\n\n\n

\u9762\u5bf9\u7b97\u529b\u901a\u80c0\u7684\u9636\u6bb5\u6027\u538b\u529b\uff0c\u4f01\u4e1a\u9700\u4ece\u201c\u7b97\u529b\u91c7\u8d2d\u3001\u6210\u672c\u63a7\u5236\u3001\u6280\u672f\u4f18\u5316\u201d\u4e09\u4e2a\u7ef4\u5ea6\u5165\u624b\uff0c\u89c4\u907f\u6210\u672c\u98ce\u9669\uff0c\u5b9e\u73b0\u6a21\u578b\u667a\u80fd\u5316\u4e0e\u6210\u672c\u53ef\u63a7\u7684\u5e73\u8861\u3002\u661f\u5b87\u667a\u7b97\u4f9d\u6258\u81ea\u8eab\u7b97\u529b\u8d44\u6e90\u3001\u6280\u672f\u4f18\u52bf\u53ca\u8fd0\u7ef4\u80fd\u529b\uff0c\u63a8\u51fa\u9002\u914d\u591a\u884c\u4e1a\u3001\u591a\u89c4\u6a21\u4f01\u4e1a\u7684\u5168\u6d41\u7a0b\u89e3\u51b3\u65b9\u6848\uff0c\u586b\u8865\u4e2d\u5c0f\u4f01\u4e1a\u5e94\u5bf9\u7b97\u529b\u901a\u80c0\u7684\u65b9\u6848\u7a7a\u767d\uff0c\u540c\u65f6\u6ee1\u8db3\u5927\u578b\u4f01\u4e1a\u7684\u89c4\u6a21\u5316\u7b97\u529b\u9700\u6c42\uff0c\u5177\u4f53\u65b9\u6848\u5982\u4e0b\uff0c\u6240\u6709\u6570\u636e\u5747\u6765\u81ea\u4f01\u4e1a\u5b9e\u6d4b\uff0c\u5177\u5907\u53ef\u9a8c\u8bc1\u6027\u3002<\/p>\n\n\n\n

4.1 \u591a\u5143\u7b97\u529b\u4f9b\u7ed9\uff0c\u7f13\u89e3\u7b97\u529b\u7f3a\u53e3\uff0c\u63a7\u5236\u7b97\u529b\u5355\u4ef7<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u90e8\u7f72RTX4090\u3001H100\u3001B200\u7b49\u591a\u578b\u53f7GPU\u670d\u52a1\u5668\u96c6\u7fa4\uff0c\u603b\u7b97\u529b\u89c4\u6a21\u8fbe1.8\u00d710\u00b9\u00b9 TOPS\uff0c\u540c\u65f6\u5bf9\u63a5\u5bd2\u6b66\u7eaa\u3001\u58c1\u4ede\u7b49\u56fd\u4ea7GPU\u5382\u5546\uff0c\u63a8\u51fa\u56fd\u4ea7\u5316\u7b97\u529b\u89e3\u51b3\u65b9\u6848\uff0c\u9002\u914d\u4e0d\u540c\u53c2\u6570\u91cf\u3001\u4e0d\u540c\u8fd0\u884c\u573a\u666f\u7684AI\u6a21\u578b\u30022026\u5e74Q1\uff0c\u661f\u5b87\u667a\u7b97\u7684\u7b97\u529b\u4f9b\u7ed9\u91cf\u8fbe3.2\u00d710\u00b9\u2070 TOPS\uff0c\u53ef\u6ee1\u8db3180\u5bb6\u4e2d\u578b\u4f01\u4e1a\u7684\u540c\u65f6\u7b97\u529b\u9700\u6c42\uff0c\u7b97\u529b\u5229\u7528\u7387\u8fbe89%\uff0c\u8f83\u884c\u4e1a\u5e73\u5747\u6c34\u5e73\uff0868%\uff09\u63d0\u534721\u4e2a\u767e\u5206\u70b9\u3002<\/p>\n\n\n\n

\u51ed\u501f\u89c4\u6a21\u5316\u91c7\u8d2d\u4f18\u52bf\uff0c\u661f\u5b87\u667a\u7b97\u7684\u7b97\u529b\u5355\u4ef7\u8f83\u884c\u4e1a\u5e73\u5747\u6c34\u5e73\u4f4e20%\uff0c\u5176\u4e2dH100 GPU\u63a8\u7406\u7b97\u529b\u5355\u4ef7\u4e3a1.2\u5143\/TOPS\u00b7\u5c0f\u65f6\uff0c\u8f83\u884c\u4e1a\u5e73\u57471.5\u5143\/TOPS\u00b7\u5c0f\u65f6\u8282\u770120%\uff1b\u56fd\u4ea7GPU\u7b97\u529b\u5355\u4ef7\u4e3a0.9\u5143\/TOPS\u00b7\u5c0f\u65f6\uff0c\u8f83\u884c\u4e1a\u5e73\u57471.1\u5143\/TOPS\u00b7\u5c0f\u65f6\u8282\u770118%\u30022026\u5e74Q1\uff0c\u661f\u5b87\u667a\u7b97\u670d\u52a1\u7684\u4e2d\u5c0f\u4f01\u4e1a\u4e2d\uff0c72%\u7684\u4f01\u4e1a\u901a\u8fc7\u9009\u7528\u661f\u5b87\u667a\u7b97\u7684\u7b97\u529b\u670d\u52a1\uff0c\u5c06\u7b97\u529b\u6210\u672c\u964d\u4f4e25%-35%\u3002<\/p>\n\n\n\n

4.2 \u7075\u6d3b\u79df\u8d41\u6a21\u5f0f\uff0c\u4f18\u5316\u7b97\u529b\u914d\u7f6e\uff0c\u907f\u514d\u7b97\u529b\u95f2\u7f6e\u6d6a\u8d39<\/h3>\n\n\n\n

\u9488\u5bf9\u4f01\u4e1a\u7b97\u529b\u9700\u6c42\u6ce2\u52a8\u5927\u3001\u95f2\u7f6e\u7387\u9ad8\u7684\u95ee\u9898\uff0c\u661f\u5b87\u667a\u7b97\u63a8\u51fa\u6309\u5929\u3001\u6309\u6708\u3001\u6309\u5b63\u5ea6\u3001\u6309\u7b97\u529b\u7528\u91cf\u7684\u7075\u6d3b\u79df\u8d41\u6a21\u5f0f\uff0c\u4f01\u4e1a\u53ef\u6839\u636e\u6a21\u578b\u8fd0\u884c\u9700\u6c42\uff08\u8bad\u7ec3\/\u63a8\u7406\u3001\u5cf0\u503c\/\u4f4e\u8c37\uff09\uff0c\u7075\u6d3b\u8c03\u6574\u7b97\u529b\u914d\u7f6e\uff0c\u907f\u514d\u7b97\u529b\u95f2\u7f6e\u6d6a\u8d39\uff0c\u964d\u4f4e\u8fd0\u884c\u6210\u672c\u3002\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u91c7\u7528\u661f\u5b87\u667a\u7b97\u7684\u7075\u6d3b\u79df\u8d41\u6a21\u5f0f\uff0c\u4f01\u4e1a\u7b97\u529b\u95f2\u7f6e\u7387\u4ece38%\u964d\u81f312%\uff0c\u7b97\u529b\u6210\u672c\u5e73\u5747\u964d\u4f4e30%\u3002<\/p>\n\n\n\n

\u4ee58\u4eba\u56e2\u961f\u7684AI\u521d\u521b\u4f01\u4e1a\uff08\u6a21\u578b\u53c2\u6570\u91cf1000\u4ebf\uff09\u4e3a\u4f8b\uff0c\u79df\u75288\u53f0RTX4090 GPU\u670d\u52a1\u5668\uff0c\u91c7\u7528\u6309\u6708\u79df\u8d41\u6a21\u5f0f\uff0c\u6708\u5747\u7b97\u529b\u6210\u672c\u4ec53609.6\u5143\uff0c\u8f83\u963f\u91cc\u4e91\u540c\u7c7b\u5957\u9910\uff086000\u5143\/\u6708\uff09\u8282\u77012390.4\u5143\uff0c\u540c\u65f6\u65e0\u9700\u914d\u5907\u4e13\u804c\u8fd0\u7ef4\u4eba\u5458\uff0c\u6bcf\u5e74\u53ef\u8282\u7701\u8fd0\u7ef4\u6210\u672c96000\u5143\uff1b\u4e2d\u578bAI\u4f01\u4e1a\uff08\u6a21\u578b\u53c2\u6570\u91cf5000\u4ebf\uff09\u79df\u752820\u53f0H100 GPU\u670d\u52a1\u5668\uff0c\u91c7\u7528\u6309\u7b97\u529b\u7528\u91cf\u79df\u8d41\u6a21\u5f0f\uff0c\u6708\u5747\u6210\u672c7219.2\u5143\uff0c\u8f83\u56fa\u5b9a\u91c7\u8d2d\u6a21\u5f0f\u8282\u77014780.8\u5143\uff0c\u7b97\u529b\u5229\u7528\u7387\u63d0\u534715%\u3002<\/p>\n\n\n\n

4.3 \u6280\u672f\u4f18\u5316\u670d\u52a1\uff0c\u964d\u4f4e\u5355\u4f4d\u667a\u80fd\u4ea7\u51fa\u7684\u7b97\u529b\u6d88\u8017<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u914d\u5907\u4e13\u4e1a\u7684\u6a21\u578b\u4f18\u5316\u56e2\u961f\uff0c\u63d0\u4f9b\u6a21\u578b\u91cf\u5316\u3001\u526a\u679d\u3001\u7b97\u529b\u8c03\u5ea6\u4f18\u5316\u7b49\u670d\u52a1\uff0c\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u5355\u4f4d\u667a\u80fd\u4ea7\u51fa\u7684\u7b97\u529b\u6d88\u8017\uff0c\u5b9e\u73b0\u201c\u667a\u80fd\u4e0d\u964d\u7ea7\u3001\u6210\u672c\u964d\u4e0b\u6765\u201d\u30022026\u5e74Q1\uff0c\u661f\u5b87\u667a\u7b97\u5df2\u4e3a76\u5bb6\u4f01\u4e1a\u63d0\u4f9b\u6a21\u578b\u4f18\u5316\u670d\u52a1\uff0c\u5e73\u5747\u5c06\u6a21\u578b\u7b97\u529b\u6d88\u8017\u964d\u4f4e38%\uff0c\u5176\u4e2d\u67d0\u5de5\u4e1aAI\u4f01\u4e1a\uff08\u8bbe\u5907\u76d1\u63a7\u6a21\u578b\uff09\uff0c\u7ecf\u4f18\u5316\u540e\uff0c\u5355\u6b21\u63a8\u7406\u7b97\u529b\u6d88\u8017\u4ece0.005 TOPS\u964d\u81f30.0031 TOPS\uff0c\u8fd0\u884c\u6210\u672c\u6bcf\u6708\u4ece52\u4e07\u5143\u964d\u81f332\u4e07\u5143\uff0c\u540c\u6bd4\u4e0b\u964d38.5%\uff0c\u800c\u6a21\u578b\u6545\u969c\u8bc6\u522b\u51c6\u786e\u7387\u4ece87%\u63d0\u5347\u81f390%\u3002<\/p>\n\n\n\n

\u540c\u65f6\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9b12\u4e2a\u9ad8\u6821\u79d1\u7814\u4e13\u5c5e\u955c\u50cf\uff0c\u65e0\u9700\u4f01\u4e1a\u81ea\u884c\u914d\u7f6e\uff0c\u534f\u52a9\u5b8c\u6210\u6a21\u578b\u53c2\u6570\u4f18\u5316\uff0c\u4f7f\u79d1\u7814\u7c7bAI\u6a21\u578b\u7684\u63a8\u7406\u6548\u7387\u63d0\u534712%\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u8fd0\u884c\u6210\u672c\u3002\u9488\u5bf9\u6db2\u51b7\u6563\u70ed\u9700\u6c42\uff0c\u661f\u5b87\u667a\u7b97\u5df2\u5b8c\u6210\u6570\u636e\u4e2d\u5fc3\u6db2\u51b7\u6539\u9020\uff0c\u53ef\u9002\u914d\u82f1\u4f1f\u8fbeVera Rubin\u5e73\u53f0\uff0c\u4fdd\u969c\u9ad8\u5bc6\u5ea6\u7b97\u529b\u96c6\u7fa4\u7a33\u5b9a\u8fd0\u884c\uff0c\u6db2\u51b7\u670d\u52a1\u5668\u90e8\u7f72\u5360\u6bd4\u8fbe45%\uff0c\u8f83\u98ce\u51b7\u670d\u52a1\u5668\u964d\u4f4e\u80fd\u801728%\uff0c\u95f4\u63a5\u964d\u4f4e\u4f01\u4e1a\u80fd\u6e90\u6210\u672c\u3002<\/p>\n\n\n\n

4.4 \u5b9a\u5236\u5316\u65b9\u6848\uff0c\u9002\u914d\u591a\u884c\u4e1a\u573a\u666f\uff0c\u63d0\u5347\u7b97\u529b\u5229\u7528\u6548\u7387<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u9488\u5bf9\u91d1\u878d\u3001\u5de5\u4e1a\u3001\u6d88\u8d39\u4e92\u8054\u7f51\u3001\u79d1\u7814\u7b49\u4e0d\u540c\u884c\u4e1a\u7684\u6a21\u578b\u8fd0\u884c\u9700\u6c42\uff0c\u63a8\u51fa\u5b9a\u5236\u5316\u7b97\u529b\u89e3\u51b3\u65b9\u6848\uff1a\u91d1\u878d\u9886\u57df\uff08\u98ce\u63a7\u6a21\u578b\u3001\u667a\u80fd\u6295\u987e\uff09\uff0c\u9002\u914d\u4f4e\u5ef6\u8fdf\u9700\u6c42\uff0c\u5c06\u63a8\u7406\u54cd\u5e94\u5ef6\u8fdf\u63a7\u5236\u572880\u6beb\u79d2\u4ee5\u5185\uff0c\u540c\u65f6\u4f18\u5316\u7b97\u529b\u8c03\u5ea6\uff0c\u964d\u4f4e\u5cf0\u503c\u7b97\u529b\u6210\u672c\uff1b\u5de5\u4e1a\u9886\u57df\uff08\u8bbe\u5907\u76d1\u63a7\u3001\u751f\u4ea7\u8c03\u5ea6\uff09\uff0c\u9002\u914d\u8fb9\u7f18\u7aef\u4e0e\u4e91\u7aef\u534f\u540c\u7b97\u529b\u9700\u6c42\uff0c\u63a8\u51fa\u8fb9\u7f18\u7b97\u529b\u79df\u8d41\u670d\u52a1\uff0c\u964d\u4f4e\u8fb9\u7f18\u90e8\u7f72\u6210\u672c\uff1b\u6d88\u8d39\u4e92\u8054\u7f51\u9886\u57df\uff08AI\u5bfc\u8d2d\u3001\u667a\u80fd\u5ba2\u670d\uff09\uff0c\u9002\u914d\u5927\u89c4\u6a21\u5e76\u53d1\u9700\u6c42\uff0c\u63d0\u5347\u7b97\u529b\u6269\u5bb9\u80fd\u529b\uff0c\u907f\u514d\u5cf0\u503c\u7b97\u529b\u4e0d\u8db3\u5bfc\u81f4\u7684\u6210\u672c\u6d6a\u8d39\u3002<\/p>\n\n\n\n

\u76ee\u524d\uff0c\u661f\u5b87\u667a\u7b97\u5df2\u670d\u52a1\u91d1\u878d\u7c7b\u4f01\u4e1a18\u5bb6\u3001\u5de5\u4e1a\u7c7b\u4f01\u4e1a23\u5bb6\u3001\u6d88\u8d39\u4e92\u8054\u7f51\u7c7b\u4f01\u4e1a37\u5bb6\u3001\u79d1\u7814\u673a\u678412\u5bb6\uff0c\u5ba2\u6237\u6ee1\u610f\u5ea6\u8fbe92.3%\uff0c\u5176\u4e2d89%\u7684\u5ba2\u6237\u53cd\u9988\uff0c\u901a\u8fc7\u661f\u5b87\u667a\u7b97\u7684\u5b9a\u5236\u5316\u65b9\u6848\uff0cAI\u6a21\u578b\u8fd0\u884c\u6210\u672c\u5e73\u5747\u964d\u4f4e32%\uff0c\u667a\u80fd\u51c6\u786e\u7387\u5e73\u5747\u63d0\u53476%\u3002\u5f97\u76ca\u4e8e\u751f\u7269\u80a1\u4efd\u7684\u8d44\u672c\u652f\u6301\uff0c\u661f\u5b87\u667a\u7b97\u7684\u6280\u672f\u7814\u53d1\u4e0e\u4ea7\u54c1\u843d\u5730\u80fd\u529b\u6301\u7eed\u63d0\u5347\uff0c\u53ef\u5feb\u901f\u54cd\u5e94\u4e0d\u540c\u884c\u4e1a\u4f01\u4e1a\u5e94\u5bf9\u7b97\u529b\u901a\u80c0\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n

\u4e94\u3001\u884c\u4e1a\u5c55\u671b\uff1a\u7b97\u529b\u901a\u80c0\u53ef\u63a7\uff0c\u667a\u80fd\u4e0e\u6210\u672c\u5b9e\u73b0\u53cc\u8d62<\/h2>\n\n\n\n

\u7efc\u4e0a\uff0c\u4eba\u7c7b\u786e\u5b9e\u4f1a\u7ecf\u5386\u9636\u6bb5\u6027\u7684\u7b97\u529b\u901a\u80c0\uff0c\u8fd9\u662fAI\u6a21\u578b\u8fed\u4ee3\u4e0e\u7b97\u529b\u4f9b\u9700\u5931\u8861\u5171\u540c\u4f5c\u7528\u7684\u7ed3\u679c\uff0c\u4f46\u7b97\u529b\u901a\u80c0\u5e76\u975e\u957f\u671f\u8d8b\u52bf\uff0c\u4e5f\u4e0d\u610f\u5473\u7740\u201c\u6a21\u578b\u8d8a\u6765\u8d8a\u806a\u660e\uff0c\u8fd0\u884c\u6210\u672c\u5c31\u5fc5\u7136\u8d8a\u6765\u8d8a\u9ad8\u201d\u3002\u968f\u7740\u6280\u672f\u8fed\u4ee3\u3001\u56fd\u4ea7\u5316\u66ff\u4ee3\u3001\u670d\u52a1\u6a21\u5f0f\u521b\u65b0\uff0c\u7b97\u529b\u4f9b\u9700\u5c06\u9010\u6b65\u5b9e\u73b0\u52a8\u6001\u5e73\u8861\uff0c\u8fd0\u884c\u6210\u672c\u5c06\u4ece\u9636\u6bb5\u6027\u4e0a\u6da8\uff0c\u9010\u6b65\u8fc7\u6e21\u5230\u589e\u901f\u653e\u7f13\u3001\u8d8b\u4e8e\u7a33\u5b9a\uff0c\u6700\u7ec8\u5b9e\u73b0\u201c\u667a\u80fd\u63d0\u5347\u3001\u6210\u672c\u4e0b\u964d\u201d\u7684\u53cc\u8d62\u3002<\/p>\n\n\n\n

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