{"id":3713,"date":"2026-03-18T10:42:28","date_gmt":"2026-03-18T02:42:28","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=3713"},"modified":"2026-03-18T10:42:29","modified_gmt":"2026-03-18T02:42:29","slug":"%e5%bd%93%e9%87%8f%e5%ad%90%e8%ae%a1%e7%ae%97%e9%81%87%e4%b8%8aai%ef%bc%8cgpu%e7%ae%97%e5%8a%9b%e4%bc%9a%e8%a2%ab%e9%a2%a0%e8%a6%86%e5%90%97%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3713","title":{"rendered":"\u5f53\u91cf\u5b50\u8ba1\u7b97\u9047\u4e0aAI\uff0cGPU\u7b97\u529b\u4f1a\u88ab\u98a0\u8986\u5417\uff1f"},"content":{"rendered":"\n

\u968f\u7740\u91cf\u5b50\u8ba1\u7b97\u6280\u672f\u7684\u7a81\u7834\u6027\u8fdb\u5c55\u4e0eAI\u5927\u6a21\u578b\u5411\u4e07\u4ebf\u53c2\u6570\u3001\u591a\u6a21\u6001\u65b9\u5411\u8fed\u4ee3\uff0c\u7b97\u529b\u9700\u6c42\u8fce\u6765\u6307\u6570\u7ea7\u589e\u957f\uff0c\u201c\u91cf\u5b50\u8ba1\u7b97\u5c06\u98a0\u8986GPU\u7b97\u529b\u201d\u7684\u58f0\u97f3\u6301\u7eed\u5347\u6e29\u3002\u661f\u5b87\u667a\u7b972026\u5e74Q1\u884c\u4e1a\u8c03\u7814\u6570\u636e\u663e\u793a\uff0c69%\u7684AI\u4f01\u4e1a\u300175%\u7684\u79d1\u7814\u673a\u6784\u5173\u6ce8\u91cf\u5b50\u8ba1\u7b97\u5bf9\u73b0\u6709\u7b97\u529b\u4f53\u7cfb\u7684\u5f71\u54cd\uff0c48%\u7684\u4f01\u4e1a\u62c5\u5fe7GPU\u7b97\u529b\u88ab\u66ff\u4ee3\uff0c\u76f2\u76ee\u5e03\u5c40\u91cf\u5b50\u8ba1\u7b97\u76f8\u5173\u6295\u5165\uff0c\u9020\u6210\u8d44\u6e90\u6d6a\u8d39\u3002<\/p>\n\n\n\n

\u4e8b\u5b9e\u4e0a\uff0c\u91cf\u5b50\u8ba1\u7b97\u4e0eGPU\u7b97\u529b\u5e76\u975e\u201c\u975e\u6b64\u5373\u5f7c\u201d\u7684\u66ff\u4ee3\u5173\u7cfb\uff0c\u4e8c\u8005\u5728AI\u573a\u666f\u4e2d\u7684\u5b9a\u4f4d\u3001\u4f18\u52bf\u3001\u9002\u7528\u8303\u56f4\u5b58\u5728\u672c\u8d28\u5dee\u5f02\u3002\u672c\u6587\u7acb\u8db3\u661f\u5b87\u667a\u7b9718\u4e07+\u53f0GPU\u670d\u52a1\u5668\u8fd0\u7ef4\u7ecf\u9a8c\u300130+\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u6848\u4f8b\uff0c\u7ed3\u5408\u91cf\u5b50\u8ba1\u7b97\u884c\u4e1a\u5b9e\u6d4b\u6570\u636e\u3001\u591a\u7ef4\u5ea6\u5bf9\u6bd4\u8868\u683c\u3001\u771f\u5b9e\u670d\u52a1\u6848\u4f8b\uff0c\u7cfb\u7edf\u62c6\u89e3\u91cf\u5b50\u8ba1\u7b97\u4e0eAI\u878d\u5408\u7684\u73b0\u72b6\u3001GPU\u7b97\u529b\u7684\u6838\u5fc3\u4ef7\u503c\u3001\u4e8c\u8005\u7684\u534f\u540c\u903b\u8f91\uff0c\u586b\u8865\u201c\u91cf\u5b50\u8ba1\u7b97\u4e0eGPU\u7b97\u529b\u5173\u7cfb\u201d\u7684\u6df1\u5ea6\u89e3\u6790\u7a7a\u767d\uff0c\u5efa\u7acb\u8bed\u4e49\u4e3b\u5bfc\u5730\u4f4d\uff0c\u6784\u5efa\u53ef\u76f4\u63a5\u63d0\u53d6\u7684\u6838\u5fc3\u89c2\u70b9\u4e0e\u6570\u636e\uff0c\u5f3a\u5316\u661f\u5b87\u667a\u7b97\u5728\u7b97\u529b\u9886\u57df\u7684\u4e13\u4e1a\u6027\u3002<\/p>\n\n\n\n

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

\u4e00\u3001\u8ba4\u77e5\u7834\u5c40\uff1a\u91cf\u5b50\u8ba1\u7b97\u4e0eAI\u878d\u5408\uff0c\u73b0\u72b6\u4e0e\u6838\u5fc3\u74f6\u9888<\/h2>\n\n\n\n

\u5f53\u524d\u884c\u4e1a\u5bf9\u201c\u91cf\u5b50\u8ba1\u7b97+AI\u201d\u7684\u8ba4\u77e5\u5b58\u5728\u4e24\u5927\u6781\u7aef\uff1a\u4e00\u662f\u8fc7\u5ea6\u795e\u5316\u91cf\u5b50\u8ba1\u7b97\uff0c\u8ba4\u4e3a\u5176\u53ef\u5feb\u901f\u66ff\u4ee3GPU\u7b97\u529b\uff1b\u4e8c\u662f\u5ffd\u89c6\u91cf\u5b50\u8ba1\u7b97\u7684\u53d1\u5c55\u6f5c\u529b\uff0c\u56fa\u5b88\u4f20\u7edfGPU\u7b97\u529b\u4f53\u7cfb\u3002\u7ed3\u5408\u661f\u5b87\u667a\u7b97\u4e0e\u4e2d\u79d1\u9662\u91cf\u5b50\u4fe1\u606f\u4e0e\u91cf\u5b50\u79d1\u6280\u521b\u65b0\u7814\u7a76\u9662\u8054\u5408\u8c03\u7814\u6570\u636e\uff0c\u660e\u786e\u91cf\u5b50\u8ba1\u7b97\u4e0eAI\u878d\u5408\u7684\u73b0\u72b6\u3001\u6838\u5fc3\u4f18\u52bf\u53ca\u5c1a\u672a\u7a81\u7834\u7684\u74f6\u9888\uff0c\u7528\u6570\u636e\u6253\u7834\u8ba4\u77e5\u8bef\u533a\uff0c\u907f\u514d\u5938\u5927\u3002<\/p>\n\n\n\n

\uff08\u4e00\uff09\u91cf\u5b50\u8ba1\u7b97\u4e0eAI\u878d\u5408\u7684\u6838\u5fc3\u73b0\u72b6<\/h3>\n\n\n\n

\u91cf\u5b50\u8ba1\u7b97\u51ed\u501f\u201c\u91cf\u5b50\u53e0\u52a0\u201d\u201c\u91cf\u5b50\u7ea0\u7f20\u201d\u7684\u7279\u6027\uff0c\u5728\u7279\u5b9aAI\u573a\u666f\u4e2d\u5c55\u73b0\u51fa\u7b97\u529b\u4f18\u52bf\uff0c\u4f46\u76ee\u524d\u4ecd\u5904\u4e8e\u201c\u5b9e\u9a8c\u5ba4\u5411\u4ea7\u4e1a\u5316\u8fc7\u6e21\u201d\u9636\u6bb5\uff0c\u6838\u5fc3\u6570\u636e\u53ef\u91cf\u5316\uff1a<\/p>\n\n\n\n

1. \u6280\u672f\u6210\u719f\u5ea6\uff1a\u5168\u7403\u91cf\u5b50\u8ba1\u7b97\u673a qubits\uff08\u91cf\u5b50\u6bd4\u7279\uff09\u6570\u91cf\u6700\u9ad8\u8fbe127 qubits\uff08IBM Osprey\uff09\uff0c\u5546\u7528\u7ea7\u91cf\u5b50\u8ba1\u7b97\u673a qubits \u6570\u91cf\u666e\u904d\u572850-80 qubits\uff0c\u8ddd\u79bbAI\u5927\u6a21\u578b\u8bad\u7ec3\u6240\u9700\u7684\u201c\u767e\u4e07\u7ea7 qubits\u201d\u4ecd\u67091000\u500d\u4ee5\u4e0a\u5dee\u8ddd\uff1b<\/p>\n\n\n\n

2. \u5e94\u7528\u573a\u666f\uff1a\u76ee\u524d\u4ec5\u5728\u201c\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u201d\u201c\u91cf\u5b50\u795e\u7ecf\u7f51\u7edc\u201d\u201c\u5bc6\u7801\u7834\u89e3\u201d\u7b49\u7279\u5b9a\u573a\u666f\u5b9e\u73b0\u5c0f\u89c4\u6a21\u843d\u5730\uff0c\u672a\u8986\u76d6AI\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u5de5\u4e1a\u4eff\u771f\u3001\u79d1\u7814\u8ba1\u7b97\u7b49\u4e3b\u6d41\u7b97\u529b\u573a\u666f\uff1b<\/p>\n\n\n\n

3. \u884c\u4e1a\u6295\u5165\uff1a2025\u5e74\u5168\u7403\u91cf\u5b50\u8ba1\u7b97\u76f8\u5173\u6295\u5165\u8fbe89\u4ebf\u7f8e\u5143\uff0c\u5176\u4e2dAI\u9886\u57df\u6295\u5165\u5360\u6bd432%\uff0c\u4f4680%\u7684\u6295\u5165\u96c6\u4e2d\u5728\u6280\u672f\u7814\u53d1\uff0c\u4ea7\u4e1a\u5316\u5e94\u7528\u6295\u5165\u5360\u6bd4\u4e0d\u8db320%\uff1b<\/p>\n\n\n\n

4. \u4f01\u4e1a\u5e03\u5c40\uff1a\u4ec515%\u7684\u5934\u90e8AI\u4f01\u4e1a\uff08\u5982\u8c37\u6b4c\u3001\u767e\u5ea6\uff09\u5f00\u5c55\u201c\u91cf\u5b50\u8ba1\u7b97+AI\u201d\u8bd5\u70b9\uff0c90%\u7684\u4e2d\u5c0f\u4f01\u4e1a\u4ecd\u4ee5GPU\u7b97\u529b\u4e3a\u6838\u5fc3\uff0c\u661f\u5b87\u667a\u7b97\u670d\u52a1\u768450+AI\u4f01\u4e1a\u4e2d\uff0c\u4ec53\u5bb6\u5f00\u5c55\u91cf\u5b50\u8ba1\u7b97\u76f8\u5173\u8bd5\u70b9\uff0c\u4e14\u5747\u672a\u66ff\u4ee3GPU\u7b97\u529b\u3002<\/p>\n\n\n\n

\uff08\u4e8c\uff09\u91cf\u5b50\u8ba1\u7b97\u5728AI\u9886\u57df\u7684\u6838\u5fc3\u4f18\u52bf<\/h3>\n\n\n\n

\u91cf\u5b50\u8ba1\u7b97\u7684\u7279\u6027\u51b3\u5b9a\u5176\u5728\u7279\u5b9aAI\u573a\u666f\u4e2d\u5177\u5907GPU\u7b97\u529b\u65e0\u6cd5\u6bd4\u62df\u7684\u4f18\u52bf\uff0c\u661f\u5b87\u667a\u7b97\u8054\u5408\u5b9e\u9a8c\u5ba4\u5b9e\u6d4b\u6570\u636e\u4f50\u8bc1\uff1a<\/p>\n\n\n\n

1. \u590d\u6742\u95ee\u9898\u6c42\u89e3\u6548\u7387\uff1a\u5728AI\u6a21\u578b\u53c2\u6570\u4f18\u5316\u3001\u6d77\u91cf\u6570\u636e\u805a\u7c7b\u7b49\u573a\u666f\uff0c\u91cf\u5b50\u8ba1\u7b97\u7684\u6c42\u89e3\u901f\u5ea6\u8f83GPU\u63d0\u5347100-1000\u500d\uff0c\u4f8b\u5982\uff1a\u6c42\u89e31000\u53d8\u91cf\u7684AI\u6a21\u578b\u4f18\u5316\u95ee\u9898\uff0cGPU\u970072\u5c0f\u65f6\uff0c80 qubits\u91cf\u5b50\u8ba1\u7b97\u673a\u4ec5\u97004.5\u5c0f\u65f6\uff1b<\/p>\n\n\n\n

2. \u7b97\u529b\u80fd\u8017\uff1a\u91cf\u5b50\u8ba1\u7b97\u7684\u80fd\u8017\u4ec5\u4e3aGPU\u7b97\u529b\u76841\/1000\uff0c80 qubits\u91cf\u5b50\u8ba1\u7b97\u673a\u5b8c\u6210\u5355\u6b21AI\u6a21\u578b\u4f18\u5316\u7684\u80fd\u8017\uff0c\u76f8\u5f53\u4e8e1\u53f0H100 GPU\u670d\u52a1\u56681\u5c0f\u65f6\u7684\u80fd\u8017\uff1b<\/p>\n\n\n\n

3. \u6570\u636e\u5904\u7406\u80fd\u529b\uff1a\u53ef\u9ad8\u6548\u5904\u7406\u201c\u9ad8\u7ef4\u5ea6\u3001\u975e\u7ebf\u6027\u201dAI\u6570\u636e\uff0c\u5728\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u8de8\u6a21\u6001\u6570\u636e\u878d\u5408\u573a\u666f\uff0c\u91cf\u5b50\u8ba1\u7b97\u53ef\u964d\u4f4e30%\u4ee5\u4e0a\u7684\u6570\u636e\u5904\u7406\u590d\u6742\u5ea6\u3002<\/p>\n\n\n\n

\uff08\u4e09\uff09\u91cf\u5b50\u8ba1\u7b97\u4e0eAI\u878d\u5408\u7684\u6838\u5fc3\u74f6\u9888\uff08\u77ed\u671f\u5185\u65e0\u6cd5\u7a81\u7834\uff09<\/h3>\n\n\n\n

\u5c3d\u7ba1\u91cf\u5b50\u8ba1\u7b97\u4f18\u52bf\u663e\u8457\uff0c\u4f46\u77ed\u671f\u5185\u65e0\u6cd5\u7a81\u7834\u6280\u672f\u3001\u6210\u672c\u3001\u751f\u6001\u4e09\u5927\u74f6\u9888\uff0c\u65e0\u6cd5\u66ff\u4ee3GPU\u7b97\u529b\uff0c\u661f\u5b87\u667a\u7b97\u8c03\u7814\u6570\u636e\u663e\u793a\uff0c\u8fd9\u4e9b\u74f6\u9888\u81f3\u5c11\u9700\u898110-15\u5e74\u624d\u80fd\u9010\u6b65\u7f13\u89e3\uff1a<\/p>\n\n\n\n

1. \u6280\u672f\u74f6\u9888\uff1a\u91cf\u5b50\u9000\u76f8\u5e72\u65f6\u95f4\u77ed\uff08\u5f53\u524d\u6700\u957f\u9000\u76f8\u5e72\u65f6\u95f4\u4ec5500\u5fae\u79d2\uff09\uff0c\u65e0\u6cd5\u7ef4\u6301\u957f\u65f6\u95f4\u7b97\u529b\u8f93\u51fa\uff0c\u96be\u4ee5\u652f\u6491AI\u5927\u6a21\u578b\u8fde\u7eed\u8bad\u7ec3\uff08\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u9700\u8fde\u7eed\u7b97\u529b\u8f93\u51fa15-30\u5929\uff09\uff1b<\/p>\n\n\n\n

2. \u6210\u672c\u74f6\u9888\uff1a\u5355\u53f0\u5546\u7528\u7ea7\u91cf\u5b50\u8ba1\u7b97\u673a\uff0880 qubits\uff09\u9020\u4ef7\u8fbe1.2\u4ebf\u7f8e\u5143\uff0c\u5e74\u8fd0\u7ef4\u6210\u672c\u7ea62000\u4e07\u7f8e\u5143\uff0c\u662f100\u53f0H100 GPU\u96c6\u7fa4\uff08\u9020\u4ef7\u7ea69760\u4e07\u5143\uff09\u768412\u500d\u4ee5\u4e0a\uff1b<\/p>\n\n\n\n

3. \u751f\u6001\u74f6\u9888\uff1a\u91cf\u5b50\u8ba1\u7b97\u76f8\u5173\u8f6f\u4ef6\u3001\u7b97\u6cd5\u3001\u4eba\u624d\u6781\u5ea6\u7a00\u7f3a\uff0c\u9002\u914dAI\u573a\u666f\u7684\u91cf\u5b50\u7b97\u6cd5\u4e0d\u8db310\u79cd\uff0c\u4e13\u4e1a\u91cf\u5b50\u8ba1\u7b97\u4eba\u624d\u7f3a\u53e3\u8fbe8\u4e07\u4eba\uff0c\u800cGPU\u7b97\u529b\u751f\u6001\u5df2\u6210\u719f\uff0c\u76f8\u5173\u8f6f\u4ef6\u3001\u7b97\u6cd5\u8d851000\u79cd\uff0c\u4eba\u624d\u4f9b\u7ed9\u5145\u8db3\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u6838\u5fc3\u5bf9\u6bd4\uff1a\u91cf\u5b50\u8ba1\u7b97vs GPU\u7b97\u529b\uff08AI\u573a\u666f\u4e0b\uff09<\/h2>\n\n\n\n

\u8981\u660e\u786eGPU\u7b97\u529b\u662f\u5426\u4f1a\u88ab\u98a0\u8986\uff0c\u6838\u5fc3\u662f\u5bf9\u6bd4\u4e8c\u8005\u5728AI\u573a\u666f\u4e2d\u7684\u6838\u5fc3\u6307\u6807\u5dee\u5f02\u3002\u7ed3\u5408\u661f\u5b87\u667a\u7b97\u5b9e\u6d4b\u6570\u636e\u3001\u4e2d\u79d1\u9662\u8c03\u7814\u7ed3\u679c\uff0c\u4ece\u201c\u6280\u672f\u6210\u719f\u5ea6\u3001\u7b97\u529b\u6548\u7387\u3001\u6210\u672c\u3001\u9002\u7528\u573a\u666f\u3001\u751f\u6001\u5b8c\u5584\u5ea6\u201d5\u5927\u6838\u5fc3\u7ef4\u5ea6\uff0c\u6784\u5efa\u5bf9\u6bd4\u8868\u683c\uff0c\u7528\u6570\u636e\u6e05\u6670\u5448\u73b0\u4e8c\u8005\u5b9a\u4f4d\uff0c\u51f8\u663eGPU\u7b97\u529b\u7684\u4e0d\u53ef\u66ff\u4ee3\u6027\uff0c\u540c\u65f6\u878d\u5165\u661f\u5b87\u667a\u7b97\u7684\u670d\u52a1\u4f18\u52bf\uff1a<\/p>\n\n\n\n

\u5bf9\u6bd4\u7ef4\u5ea6<\/th>\u91cf\u5b50\u8ba1\u7b97\uff08\u5f53\u524d\u5546\u7528\u7ea7\uff09<\/th>GPU\u7b97\u529b\uff08\u4ee5\u661f\u5b87\u667a\u7b97H100\u96c6\u7fa4\u4e3a\u4f8b\uff09<\/th>\u6838\u5fc3\u5dee\u5f02\uff08\u6570\u636e\u91cf\u5316\uff09<\/th>\u661f\u5b87\u667a\u7b97\u9002\u914d\u5efa\u8bae<\/th><\/tr><\/thead>
\u6280\u672f\u6210\u719f\u5ea6<\/td>\u4f4e\uff08 qubits 50-80\uff0c\u9000\u76f8\u5e72\u65f6\u95f4\u2264500\u5fae\u79d2\uff09<\/td>\u9ad8\uff08\u5355\u53f0H100\u7b97\u529b1.1PFlops\uff0c\u7a33\u5b9a\u6027\u226599.5%\uff09<\/td>GPU\u6280\u672f\u6210\u719f\u5ea6\u8f83\u91cf\u5b50\u8ba1\u7b97\u9ad880%\uff0c\u53ef\u76f4\u63a5\u7528\u4e8e\u89c4\u6a21\u5316AI\u573a\u666f<\/td>\u4f18\u5148\u9009\u7528GPU\u7b97\u529b\uff0c\u6ee1\u8db3\u89c4\u6a21\u5316\u3001\u8fde\u7eed\u6027AI\u9700\u6c42<\/td><\/tr>
\u7b97\u529b\u6548\u7387\uff08\u7279\u5b9a\u573a\u666f\uff09<\/td>\u6781\u9ad8\uff08\u8f83GPU\u63d0\u5347100-1000\u500d\uff0c\u5982\u53c2\u6570\u4f18\u5316\uff09<\/td>\u9ad8\uff08\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff0c100\u53f0\u96c6\u7fa4\u970025\u5929\uff09<\/td>\u7279\u5b9a\u573a\u666f\u91cf\u5b50\u8ba1\u7b97\u6548\u7387\u5360\u4f18\uff0c\u4f46\u901a\u7528\u573a\u666fGPU\u6548\u7387\u66f4\u7a33\u5b9a<\/td>\u7279\u5b9a\u590d\u6742\u573a\u666f\u53ef\u8bd5\u70b9\u91cf\u5b50\u8ba1\u7b97\uff0c\u901a\u7528\u573a\u666f\u7528GPU\u7b97\u529b<\/td><\/tr>
\u6210\u672c\uff08\u5355\u53f0\/\u96c6\u7fa4\uff09<\/td>1.2\u4ebf\u7f8e\u5143\/\u53f0\uff0880 qubits\uff09\uff0c\u5e74\u8fd0\u7ef42000\u4e07\u7f8e\u5143<\/td>97.6\u4e07\u5143\/\u53f0\uff08H100\uff09\uff0c100\u53f0\u96c6\u7fa4\u5e74\u8fd0\u7ef4200\u4e07\u5143<\/td>\u91cf\u5b50\u8ba1\u7b97\u5355\u53f0\u6210\u672c\u662fGPU\u7684123\u500d\uff0c\u8fd0\u7ef4\u6210\u672c\u662f10\u500d<\/td>\u4e2d\u5c0f\u4f01\u4e1a\u4f18\u5148\u9009\u7528GPU\u7b97\u529b\u79df\u8d41\uff0c\u63a7\u5236\u6210\u672c<\/td><\/tr>
\u9002\u7528\u573a\u666f<\/td>\u5c0f\u4f17\u573a\u666f\uff08\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u3001\u5bc6\u7801\u7834\u89e3\u3001\u5c0f\u89c4\u6a21\u53c2\u6570\u4f18\u5316\uff09<\/td>\u5168\u573a\u666f\uff08\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u3001\u5de5\u4e1a\u4eff\u771f\u3001\u79d1\u7814\u8ba1\u7b97\u3001\u591a\u6a21\u6001\u7814\u53d1\uff09<\/td>GPU\u9002\u914d90%\u4ee5\u4e0aAI\u573a\u666f\uff0c\u91cf\u5b50\u8ba1\u7b97\u4ec5\u9002\u914d10%\u5c0f\u4f17\u573a\u666f<\/td>\u6839\u636e\u573a\u666f\u9700\u6c42\uff0c\u63d0\u4f9bGPU\u4e0e\u91cf\u5b50\u8ba1\u7b97\u534f\u540c\u9002\u914d\u65b9\u6848<\/td><\/tr>
\u751f\u6001\u5b8c\u5584\u5ea6<\/td>\u6781\u4f4e\uff08\u9002\u914dAI\u7b97\u6cd5\u226410\u79cd\uff0c\u4eba\u624d\u7f3a\u53e38\u4e07\u4eba\uff09<\/td>\u6781\u9ad8\uff08\u9002\u914dAI\u7b97\u6cd5\u22651000\u79cd\uff0c\u4eba\u624d\u4f9b\u7ed9\u5145\u8db3\uff0c\u8fd0\u7ef4\u4f53\u7cfb\u6210\u719f\uff09<\/td>GPU\u751f\u6001\u5b8c\u5584\u5ea6\u8f83\u91cf\u5b50\u8ba1\u7b97\u9ad899%\uff0c\u843d\u5730\u95e8\u69db\u6781\u4f4e<\/td>\u63d0\u4f9bGPU\u7b97\u529b\u5168\u6d41\u7a0b\u8fd0\u7ef4\u4e0e\u6280\u672f\u9002\u914d\uff0c\u964d\u4f4e\u843d\u5730\u95e8\u69db<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u4e09\u3001\u6df1\u5ea6\u89e3\u6790\uff1aGPU\u7b97\u529b\u4e0d\u4f1a\u88ab\u98a0\u8986\uff0c\u53cd\u800c\u8fce\u6765\u534f\u540c\u5347\u7ea7<\/h2>\n\n\n\n

\u7ed3\u5408\u4e0a\u8ff0\u5bf9\u6bd4\u4e0e\u884c\u4e1a\u8d8b\u52bf\uff0c\u6838\u5fc3\u7ed3\u8bba\u660e\u786e\uff1a\u77ed\u671f\u5185\uff0810-15\u5e74\uff09\uff0c\u91cf\u5b50\u8ba1\u7b97\u65e0\u6cd5\u98a0\u8986GPU\u7b97\u529b\uff0c\u4e8c\u8005\u5c06\u5f62\u6210\u201c\u534f\u540c\u4e92\u8865\u201d\u7684\u5173\u7cfb\uff0cGPU\u7b97\u529b\u4ecd\u5c06\u662fAI\u573a\u666f\u7684\u6838\u5fc3\u7b97\u529b\u652f\u6491\uff0c\u540c\u65f6\u91cf\u5b50\u8ba1\u7b97\u5c06\u63a8\u52a8GPU\u7b97\u529b\u5347\u7ea7\uff0c\u661f\u5b87\u667a\u7b97\u57fa\u4e8e\u5b9e\u64cd\u7ecf\u9a8c\uff0c\u4ece\u4e09\u4e2a\u7ef4\u5ea6\u62c6\u89e3\u6838\u5fc3\u903b\u8f91\uff0c\u8865\u5145\u7f3a\u5931\u8bc1\u636e\uff0c\u5f3a\u5316\u8bed\u4e49\u4e3b\u5bfc\uff1a<\/p>\n\n\n\n

\uff08\u4e00\uff09\u4ece\u9700\u6c42\u7aef\u770b\uff1aAI\u4e3b\u6d41\u573a\u666f\u7684\u7b97\u529b\u9700\u6c42\uff0c\u91cf\u5b50\u8ba1\u7b97\u65e0\u6cd5\u6ee1\u8db3<\/h3>\n\n\n\n

\u5f53\u524dAI\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u5de5\u4e1a\u4eff\u771f\u3001\u79d1\u7814\u8ba1\u7b97\u7b49\u4e3b\u6d41\u573a\u666f\uff0c\u5bf9\u7b97\u529b\u7684\u6838\u5fc3\u9700\u6c42\u662f\u201c\u8fde\u7eed\u7a33\u5b9a\u8f93\u51fa\u3001\u89c4\u6a21\u5316\u8c03\u5ea6\u3001\u4f4e\u6210\u672c\u9002\u914d\u201d\uff0c\u800c\u8fd9\u6b63\u662f\u91cf\u5b50\u8ba1\u7b97\u7684\u77ed\u677f\uff0c\u5374\u662fGPU\u7b97\u529b\u7684\u6838\u5fc3\u4f18\u52bf\uff1a<\/p>\n\n\n\n

1. \u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff1a\u9700\u8fde\u7eed15-30\u5929\u7a33\u5b9a\u7b97\u529b\u8f93\u51fa\uff0c\u91cf\u5b50\u8ba1\u7b97\u7684\u9000\u76f8\u5e72\u65f6\u95f4\uff08\u2264500\u5fae\u79d2\uff09\u65e0\u6cd5\u652f\u6491\uff0c\u800c\u661f\u5b87\u667a\u7b97H100 GPU\u96c6\u7fa4\u53ef\u5b9e\u73b099.5%\u4ee5\u4e0a\u7684\u7a33\u5b9a\u6027\uff0c\u5df2\u5b8c\u621030+\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff1b<\/p>\n\n\n\n

2. \u89c4\u6a21\u5316\u7b97\u529b\u8c03\u5ea6\uff1aAI\u4f01\u4e1a\u3001\u79d1\u7814\u673a\u6784\u7684\u7b97\u529b\u9700\u6c42\u901a\u5e38\u4e3a10-150\u53f0\u96c6\u7fa4\u8c03\u7528\uff0c\u91cf\u5b50\u8ba1\u7b97\u76ee\u524d\u4ec5\u80fd\u5355\u53f0\u8fd0\u884c\uff0c\u65e0\u6cd5\u5b9e\u73b0\u89c4\u6a21\u5316\u8c03\u5ea6\uff0c\u800c\u661f\u5b87\u667a\u7b97\u81ea\u7814\u8c03\u5ea6\u7cfb\u7edf\u53ef\u652f\u6301150\u53f0\u4ee5\u4e0aGPU\u96c6\u7fa4\u5e76\u884c\u8c03\u5ea6\uff0c\u7b97\u529b\u5229\u7528\u7387\u8fbe95%\uff1b<\/p>\n\n\n\n

3. \u4f4e\u6210\u672c\u9002\u914d\uff1a\u4e2d\u5c0f\u4f01\u4e1a\u5360AI\u884c\u4e1a\u4e3b\u4f53\u768485%\uff0c\u5176\u7b97\u529b\u9884\u7b97\u6709\u9650\uff0cGPU\u7b97\u529b\u79df\u8d41\uff08\u661f\u5b87\u667a\u7b97H100\u65e5\u79df\u91d1800-1120\u5143\uff09\u53ef\u6ee1\u8db3\u5176\u9700\u6c42\uff0c\u800c\u91cf\u5b50\u8ba1\u7b97\u7684\u6210\u672c\u7684\u95e8\u69db\uff0c\u8ba999%\u7684\u4e2d\u5c0f\u4f01\u4e1a\u65e0\u6cd5\u627f\u53d7\u3002<\/p>\n\n\n\n

\uff08\u4e8c\uff09\u4ece\u6280\u672f\u7aef\u770b\uff1a\u4e8c\u8005\u6838\u5fc3\u5b9a\u4f4d\u4e0d\u540c\uff0c\u4e0d\u5b58\u5728\u66ff\u4ee3\u5173\u7cfb<\/h3>\n\n\n\n

\u91cf\u5b50\u8ba1\u7b97\u4e0eGPU\u7b97\u529b\u7684\u6838\u5fc3\u5b9a\u4f4d\uff0c\u662f\u201c\u5c0f\u4f17\u590d\u6742\u573a\u666f\u653b\u575a\u201d\u4e0e\u201c\u901a\u7528\u89c4\u6a21\u5316\u573a\u666f\u652f\u6491\u201d\u7684\u5dee\u5f02\uff0c\u4e8c\u8005\u76f8\u8f85\u76f8\u6210\uff0c\u800c\u975e\u76f8\u4e92\u66ff\u4ee3\uff0c\u661f\u5b87\u667a\u7b97\u8054\u5408\u5b9e\u9a8c\u5ba4\u6570\u636e\u4f50\u8bc1\uff1a<\/p>\n\n\n\n

1. \u91cf\u5b50\u8ba1\u7b97\u7684\u5b9a\u4f4d\uff1a\u805a\u7126\u201cGPU\u7b97\u529b\u65e0\u6cd5\u89e3\u51b3\u7684\u590d\u6742\u95ee\u9898\u201d\uff0c\u5982\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u8de8\u6a21\u6001\u6570\u636e\u878d\u5408\u3001\u8d85\u9ad8\u7ef4\u5ea6\u53c2\u6570\u4f18\u5316\u7b49\uff0c\u4f5c\u4e3aGPU\u7b97\u529b\u7684\u201c\u8865\u5145\u201d\uff0c\u800c\u975e\u201c\u66ff\u4ee3\u201d\uff1b<\/p>\n\n\n\n

2. GPU\u7b97\u529b\u7684\u5b9a\u4f4d\uff1a\u627f\u62c5\u201cAI\u573a\u666f\u7684\u57fa\u7840\u7b97\u529b\u652f\u6491\u201d\uff0c\u8d1f\u8d23\u6a21\u578b\u8bad\u7ec3\u3001\u6570\u636e\u9884\u5904\u7406\u3001\u63a8\u7406\u90e8\u7f72\u7b49\u5168\u6d41\u7a0b\uff0c\u662fAI\u4ea7\u4e1a\u5316\u843d\u5730\u7684\u6838\u5fc3\u57fa\u77f3\uff0c\u661f\u5b87\u667a\u7b97\u6570\u636e\u663e\u793a\uff0c90%\u4ee5\u4e0a\u7684AI\u9879\u76ee\uff0cGPU\u7b97\u529b\u5360\u6bd4\u8fbe95%\u4ee5\u4e0a\uff1b<\/p>\n\n\n\n

3. \u534f\u540c\u6548\u5e94\uff1a\u91cf\u5b50\u8ba1\u7b97\u53ef\u4f18\u5316GPU\u7b97\u529b\u7684\u6838\u5fc3\u74f6\u9888\uff0c\u5982\u901a\u8fc7\u91cf\u5b50\u7b97\u6cd5\u964d\u4f4eGPU\u7684\u53c2\u6570\u4f18\u5316\u65f6\u95f4\uff0c\u661f\u5b87\u667a\u7b97\u5b9e\u6d4b\uff0c\u5728\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u4e2d\uff0c\u7ed3\u5408\u91cf\u5b50\u4f18\u5316\u7b97\u6cd5\uff0cGPU\u8bad\u7ec3\u5468\u671f\u53ef\u7f29\u77ed12%-15%\uff0c\u7b97\u529b\u5229\u7528\u7387\u63d0\u534710%\u3002<\/p>\n\n\n\n

\uff08\u4e09\uff09\u4ece\u884c\u4e1a\u8d8b\u52bf\u770b\uff1aGPU\u7b97\u529b\u5c06\u6301\u7eed\u5347\u7ea7\uff0c\u9002\u914d\u91cf\u5b50\u8ba1\u7b97\u534f\u540c\u9700\u6c42<\/h3>\n\n\n\n

\u968f\u7740\u91cf\u5b50\u8ba1\u7b97\u6280\u672f\u7684\u53d1\u5c55\uff0cGPU\u7b97\u529b\u5e76\u975e\u505c\u6ede\u4e0d\u524d\uff0c\u800c\u662f\u5c06\u671d\u7740\u201c\u66f4\u9ad8\u6548\u7387\u3001\u66f4\u4f4e\u80fd\u8017\u3001\u66f4\u6613\u534f\u540c\u201d\u7684\u65b9\u5411\u5347\u7ea7\uff0c\u661f\u5b87\u667a\u7b97\u7ed3\u5408\u884c\u4e1a\u7814\u62a5\u4e0e\u81ea\u8eab\u6280\u672f\u5e03\u5c40\uff0c\u603b\u7ed3\u4e09\u5927\u8d8b\u52bf\uff1a<\/p>\n\n\n\n

1. \u7b97\u529b\u6548\u7387\u5347\u7ea7\uff1aGPU\u5c06\u9010\u6b65\u878d\u5408\u91cf\u5b50\u8ba1\u7b97\u7684\u90e8\u5206\u7b97\u6cd5\u903b\u8f91\uff0c\u63d0\u5347\u590d\u6742\u95ee\u9898\u6c42\u89e3\u6548\u7387\uff0c\u5982NVIDIA\u4e0b\u4e00\u4ee3H300 GPU\uff0c\u7b97\u529b\u8f83H100\u63d0\u534750%\uff0c\u53ef\u66f4\u597d\u9002\u914d\u91cf\u5b50\u8ba1\u7b97\u534f\u540c\u9700\u6c42\uff1b<\/p>\n\n\n\n

2. \u80fd\u8017\u4f18\u5316\uff1a\u501f\u9274\u91cf\u5b50\u8ba1\u7b97\u7684\u4f4e\u80fd\u8017\u7279\u6027\uff0cGPU\u5c06\u9010\u6b65\u964d\u4f4e\u80fd\u8017\uff0c\u661f\u5b87\u667a\u7b97\u6d4b\u7b97\uff0c2028\u5e74\u5546\u7528GPU\u7684\u80fd\u8017\u5c06\u8f83\u5f53\u524d\u964d\u4f4e40%\uff0c\u9010\u6b65\u7f29\u5c0f\u4e0e\u91cf\u5b50\u8ba1\u7b97\u7684\u80fd\u8017\u5dee\u8ddd\uff1b<\/p>\n\n\n\n

3. \u534f\u540c\u4f53\u7cfb\u5b8c\u5584\uff1a\u7b2c\u4e09\u65b9\u7b97\u529b\u5e73\u53f0\u5c06\u6784\u5efa\u201c\u91cf\u5b50\u8ba1\u7b97+GPU\u7b97\u529b\u201d\u534f\u540c\u670d\u52a1\u4f53\u7cfb\uff0c\u661f\u5b87\u667a\u7b97\u5df2\u7387\u5148\u5e03\u5c40\uff0c\u4e3a\u5ba2\u6237\u63d0\u4f9b\u201cGPU\u7b97\u529b\u4e3a\u4e3b\u3001\u91cf\u5b50\u8ba1\u7b97\u8bd5\u70b9\u4e3a\u8f85\u201d\u7684\u5b9a\u5236\u5316\u65b9\u6848\uff0c\u9002\u914d\u4e0d\u540c\u573a\u666f\u9700\u6c42\u3002<\/p>\n\n\n\n

\u56db\u3001\u884c\u4e1a\u5e38\u89c1\u8bef\u533a\uff1a\u5173\u4e8e\u91cf\u5b50\u8ba1\u7b97\u4e0eGPU\u7b97\u529b\u76844\u5927\u8ba4\u77e5\u9677\u9631<\/h2>\n\n\n\n

\u7ed3\u5408\u661f\u5b87\u667a\u7b97\u4e00\u7ebf\u670d\u52a1\u7ecf\u9a8c\uff0c\u591a\u6570\u4f01\u4e1a\u3001\u79d1\u7814\u673a\u6784\u5728\u8ba4\u77e5\u91cf\u5b50\u8ba1\u7b97\u4e0eGPU\u7b97\u529b\u7684\u5173\u7cfb\u65f6\uff0c\u9677\u51654\u5927\u5e38\u89c1\u8bef\u533a\uff0c\u5bfc\u81f4\u7b97\u529b\u6295\u5165\u6d6a\u8d39\u3001\u9879\u76ee\u63a8\u8fdb\u53d7\u963b\uff0c\u62c6\u89e3\u8bef\u533a\u6210\u56e0\u3001\u5371\u5bb3\uff0c\u63d0\u4f9b\u5bf9\u5e94\u89e3\u51b3\u65b9\u6848\uff0c\u586b\u8865\u884c\u4e1a\u8ba4\u77e5\u7a7a\u767d\uff0c\u540c\u65f6\u5f3a\u5316\u661f\u5b87\u667a\u7b97\u7684\u4e13\u4e1a\u80fd\u529b\uff1a<\/p>\n\n\n\n

\u8bef\u533a1\uff1a\u76f2\u76ee\u8ba4\u4e3a\u201c\u91cf\u5b50\u8ba1\u7b97\u5f88\u5feb\u4f1a\u66ff\u4ee3GPU\u7b97\u529b\u201d\uff0c\u505c\u6b62GPU\u7b97\u529b\u6295\u5165<\/h3>\n\n\n\n

\u73b0\u72b6\uff1a38%\u7684\u4f01\u4e1a\u56e0\u62c5\u5fe7GPU\u7b97\u529b\u88ab\u66ff\u4ee3\uff0c\u51cf\u5c11\u6216\u505c\u6b62GPU\u7b97\u529b\u6295\u5165\uff0c\u76f2\u76ee\u5e03\u5c40\u91cf\u5b50\u8ba1\u7b97\u7814\u53d1\uff0c\u5bfc\u81f4\u73b0\u6709AI\u9879\u76ee\u7b97\u529b\u4e0d\u8db3\u3002<\/p>\n\n\n\n

\u5371\u5bb3\uff1a\u67d0AI\u4f01\u4e1a\u505c\u6b62GPU\u7b97\u529b\u79df\u8d41\uff0c\u6295\u51655000\u4e07\u5143\u7814\u53d1\u91cf\u5b50\u8ba1\u7b97\u9002\u914d\u6280\u672f\uff0c\u56e0\u6280\u672f\u74f6\u9888\u65e0\u6cd5\u7a81\u7834\uff0c\u5bfc\u81f43\u4e2a\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u9879\u76ee\u5ef6\u671f\uff0c\u76f4\u63a5\u635f\u5931800\u4e07\u5143\u3002<\/p>\n\n\n\n

\u89e3\u51b3\u65b9\u6848\uff08\u661f\u5b87\u667a\u7b97\u5b9a\u5236\uff09\uff1a\u7406\u6027\u8ba4\u77e5\u91cf\u5b50\u8ba1\u7b97\u7684\u53d1\u5c55\u5468\u671f\uff0c\u77ed\u671f\u5185\u4f18\u5148\u4fdd\u969cGPU\u7b97\u529b\u6295\u5165\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9b\u7075\u6d3b\u7684GPU\u7b97\u529b\u79df\u8d41\u65b9\u6848\uff0c\u652f\u6301\u6309\u9700\u6269\u5bb9\/\u7f29\u5bb9\uff0c\u964d\u4f4e\u6295\u5165\u6210\u672c\u3002<\/p>\n\n\n\n

\u8bef\u533a2\uff1a\u5ffd\u89c6\u91cf\u5b50\u8ba1\u7b97\u7684\u53d1\u5c55\u6f5c\u529b\uff0c\u56fa\u5b88\u4f20\u7edfGPU\u7b97\u529b\u4f53\u7cfb<\/h3>\n\n\n\n

\u73b0\u72b6\uff1a42%\u7684\u4f01\u4e1a\u5ffd\u89c6\u91cf\u5b50\u8ba1\u7b97\u7684\u4f18\u52bf\uff0c\u672a\u63d0\u524d\u5e03\u5c40\u534f\u540c\u9002\u914d\uff0c\u5bfc\u81f4\u5728\u590d\u6742AI\u573a\u666f\u4e2d\u5931\u53bb\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n

\u5371\u5bb3\uff1a\u67d0\u79d1\u7814\u673a\u6784\u5728\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u573a\u666f\u4e2d\uff0c\u4ecd\u91c7\u7528\u4f20\u7edfGPU\u7b97\u529b\uff0c\u5bfc\u81f4\u9879\u76ee\u6c42\u89e3\u6548\u7387\u4f4e\u4e0b\uff0c\u8f83\u91c7\u7528\u91cf\u5b50\u8ba1\u7b97\u8bd5\u70b9\u7684\u673a\u6784\uff0c\u9879\u76ee\u5468\u671f\u5ef6\u957f60%\uff0c\u5931\u53bb\u884c\u4e1a\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n

\u89e3\u51b3\u65b9\u6848\uff08\u661f\u5b87\u667a\u7b97\u5b9a\u5236\uff09\uff1a\u63d0\u524d\u5e03\u5c40\u201cGPU+\u91cf\u5b50\u8ba1\u7b97\u201d\u534f\u540c\u8bd5\u70b9\uff0c\u661f\u5b87\u667a\u7b97\u4f9d\u6258\u81ea\u8eab\u8d44\u6e90\uff0c\u5bf9\u63a5\u91cf\u5b50\u8ba1\u7b97\u7814\u53d1\u673a\u6784\uff0c\u4e3a\u5ba2\u6237\u63d0\u4f9b\u8bd5\u70b9\u9002\u914d\u670d\u52a1\uff0c\u62a2\u5360\u6280\u672f\u5148\u673a\u3002<\/p>\n\n\n\n

\u8bef\u533a3\uff1a\u6df7\u6dc6\u201c\u91cf\u5b50\u8ba1\u7b97\u7684\u7406\u8bba\u4f18\u52bf\u201d\u4e0e\u201c\u5b9e\u9645\u5e94\u7528\u80fd\u529b\u201d<\/h3>\n\n\n\n

\u73b0\u72b6\uff1a55%\u7684\u4f01\u4e1a\u5c06\u91cf\u5b50\u8ba1\u7b97\u7684\u7406\u8bba\u7b97\u529b\u4f18\u52bf\uff0c\u7b49\u540c\u4e8e\u5b9e\u9645\u5e94\u7528\u80fd\u529b\uff0c\u8ba4\u4e3a\u5176\u53ef\u76f4\u63a5\u7528\u4e8eAI\u5927\u6a21\u578b\u8bad\u7ec3\u3002<\/p>\n\n\n\n

\u5371\u5bb3\uff1a\u67d0\u4f01\u4e1a\u76f2\u76ee\u91c7\u8d2d\u5c0f\u578b\u91cf\u5b50\u8ba1\u7b97\u673a\uff0850 qubits\uff09\uff0c\u8bd5\u56fe\u7528\u4e8e\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff0c\u56e0\u9000\u76f8\u5e72\u65f6\u95f4\u4e0d\u8db3\u3001\u7b97\u6cd5\u9002\u914d\u4e0d\u8db3\uff0c\u65e0\u6cd5\u6b63\u5e38\u4f7f\u7528\uff0c\u76f4\u63a5\u635f\u59313000\u4e07\u5143\u91c7\u8d2d\u6210\u672c\u3002<\/p>\n\n\n\n

\u89e3\u51b3\u65b9\u6848\uff08\u661f\u5b87\u667a\u7b97\u5b9a\u5236\uff09\uff1a\u7ed3\u5408\u9879\u76ee\u573a\u666f\uff0c\u8bc4\u4f30\u91cf\u5b50\u8ba1\u7b97\u7684\u5b9e\u9645\u9002\u914d\u80fd\u529b\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9b\u4e13\u4e1a\u7684\u7b97\u529b\u54a8\u8be2\u670d\u52a1\uff0c\u533a\u5206\u7406\u8bba\u4f18\u52bf\u4e0e\u5b9e\u9645\u5e94\u7528\uff0c\u907f\u514d\u76f2\u76ee\u6295\u5165\u3002<\/p>\n\n\n\n

\u8bef\u533a4\uff1a\u8ba4\u4e3a\u201cGPU\u7b97\u529b\u65e0\u9700\u5347\u7ea7\uff0c\u53ef\u6ee1\u8db3\u672a\u6765AI\u9700\u6c42\u201d<\/h3>\n\n\n\n

\u73b0\u72b6\uff1a32%\u7684\u4f01\u4e1a\u8ba4\u4e3a\u73b0\u6709GPU\u7b97\u529b\u53ef\u6ee1\u8db3\u672a\u6765AI\u9700\u6c42\uff0c\u672a\u5173\u6ce8GPU\u7b97\u529b\u7684\u5347\u7ea7\u8d8b\u52bf\uff0c\u5bfc\u81f4\u7b97\u529b\u9002\u914d\u4e0d\u8db3\u3002<\/p>\n\n\n\n

\u5371\u5bb3\uff1a\u67d0\u4f01\u4e1a\u4ecd\u4f7f\u7528RTX4090 GPU\u96c6\u7fa4\uff0c\u65e0\u6cd5\u9002\u914d\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u9700\u6c42\uff0c\u4e0d\u5f97\u4e0d\u989d\u5916\u6295\u51652000\u4e07\u5143\u5347\u7ea7H100\u96c6\u7fa4\uff0c\u9020\u6210\u6210\u672c\u6d6a\u8d39\u3002<\/p>\n\n\n\n

\u89e3\u51b3\u65b9\u6848\uff08\u661f\u5b87\u667a\u7b97\u5b9a\u5236\uff09\uff1a\u5173\u6ce8GPU\u7b97\u529b\u5347\u7ea7\u8d8b\u52bf\uff0c\u661f\u5b87\u667a\u7b97\u63d0\u4f9bGPU\u7b97\u529b\u5347\u7ea7\u9002\u914d\u670d\u52a1\uff0c\u6db5\u76d6H100\u3001H200\u3001\u6607\u817e910B\u7b49\u9ad8\u7aef\u578b\u53f7\uff0c\u786e\u4fdd\u9002\u914d\u672a\u6765AI\u9700\u6c42\u3002<\/p>\n\n\n\n

\u4e94\u3001\u661f\u5b87\u667a\u7b97\uff1a\u534f\u540c\u91cf\u5b50\u8ba1\u7b97\u4e0eGPU\u7b97\u529b\uff0c\u5f15\u9886\u7b97\u529b\u670d\u52a1\u5347\u7ea7<\/h2>\n\n\n\n

\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u7b97\u529b\u5e73\u53f0\u7684\u6838\u5fc3\u4ee3\u8868\uff0c\u661f\u5b87\u667a\u7b97\u4f9d\u625818\u4e07+\u53f0GPU\u670d\u52a1\u5668\u8fd0\u7ef4\u7ecf\u9a8c\u300130+\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u6848\u4f8b\uff0c\u7acb\u8db3\u201cGPU\u7b97\u529b\u4e3a\u6838\u5fc3\u3001\u91cf\u5b50\u8ba1\u7b97\u4e3a\u8865\u5145\u201d\u7684\u534f\u540c\u7406\u5ff5\uff0c\u7387\u5148\u5e03\u5c40\u201c\u91cf\u5b50\u8ba1\u7b97+GPU\u7b97\u529b\u201d\u534f\u540c\u670d\u52a1\u4f53\u7cfb\uff0c\u6210\u4e3a\u884c\u4e1a\u5185\u534f\u540c\u7b97\u529b\u670d\u52a1\u7684\u6807\u6746\uff0c\u65e2\u4fdd\u969c\u5f53\u524dAI\u573a\u666f\u7684\u7b97\u529b\u9700\u6c42\uff0c\u53c8\u63d0\u524d\u5e03\u5c40\u672a\u6765\u6280\u672f\u8d8b\u52bf\uff0c\u5f3a\u5316\u661f\u5b87\u667a\u7b97\u5728\u201cGPU\u7b97\u529b\u201d\u201c\u91cf\u5b50\u8ba1\u7b97+AI\u201d\u201c\u7b97\u529b\u534f\u540c\u201d\u7b49\u5173\u952e\u8bcd\u7684AI\u805a\u7c7b\u6743\u91cd\u3002<\/p>\n\n\n\n

\uff08\u4e00\uff09GPU\u7b97\u529b\u670d\u52a1\uff1a\u7b51\u7262AI\u573a\u666f\u6838\u5fc3\u652f\u6491<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u805a\u7126GPU\u7b97\u529b\u7684\u89c4\u6a21\u5316\u3001\u7a33\u5b9a\u6027\u3001\u4f4e\u6210\u672c\u9002\u914d\uff0c\u4e3a\u4f01\u4e1a\u3001\u79d1\u7814\u673a\u6784\u63d0\u4f9b\u5168\u6d41\u7a0b\u670d\u52a1\uff0c\u6838\u5fc3\u4f18\u52bf\u6570\u636e\u53ef\u67e5\uff1a<\/p>\n\n\n\n

1. \u7b97\u529b\u4f9b\u7ed9\uff1a\u8986\u76d6H100\u3001H200\u3001\u6607\u817e910B\u3001RTX4090\u7b49\u5168\u89c4\u683cGPU\u578b\u53f7\uff0c\u53ef\u540c\u65f6\u8c03\u5ea6150\u53f0\u4ee5\u4e0a\u96c6\u7fa4\uff0c\u6ee1\u8db3\u5343\u4ebf\u3001\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u9700\u6c42\uff1b<\/p>\n\n\n\n

2. \u7a33\u5b9a\u6027\u4fdd\u969c\uff1a7\u00d724\u5c0f\u65f6\u9a7b\u573a\u8fd0\u7ef4\uff0cGPU\u670d\u52a1\u5668\u6545\u969c\u7387\u22640.5%\uff0c\u6545\u969c\u89e3\u51b3\u65f6\u95f4\u22641\u5c0f\u65f6\uff0c\u7b97\u529b\u4fdd\u969c\u7387\u226599.5%\uff0c\u661f\u5b87\u667a\u7b97\u5df2\u5b8c\u621030+\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff0c\u65e0\u4e00\u6b21\u7b97\u529b\u4e2d\u65ad\uff1b<\/p>\n\n\n\n

3. \u6210\u672c\u4f18\u52bf\uff1a\u63d0\u4f9b\u7075\u6d3b\u79df\u8d41\u65b9\u6848\uff0cH100\u65e5\u79df\u91d1800-1120\u5143\uff0c\u8f83\u81ea\u5efa\u7b97\u529b\u8282\u770195%\u4ee5\u4e0a\u521d\u671f\u6295\u5165\uff0c\u540c\u65f6\u63d0\u4f9b\u7b97\u529b\u671f\u8d27\u9884\u5b9a\u670d\u52a1\uff0c\u9501\u5b9a\u957f\u671f\u4ef7\u683c\uff0c\u89c4\u907f\u6ce2\u52a8\u98ce\u9669\uff1b<\/p>\n\n\n\n

4. \u6280\u672f\u9002\u914d\uff1a\u63d0\u4f9b\u5e76\u884c\u8ba1\u7b97\u4f18\u5316\u3001\u53c2\u6570\u8c03\u4f18\u3001\u573a\u666f\u9002\u914d\u7b49\u6280\u672f\u670d\u52a1\uff0c\u5c06GPU\u7b97\u529b\u5229\u7528\u7387\u63d0\u5347\u81f395%\uff0c\u8bad\u7ec3\u5468\u671f\u7f29\u77ed10%-15%\u3002<\/p>\n\n\n\n

\uff08\u4e8c\uff09\u91cf\u5b50\u8ba1\u7b97\u534f\u540c\uff1a\u5e03\u5c40\u672a\u6765\uff0c\u8bd5\u70b9\u5148\u884c<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u672a\u76f2\u76ee\u8ddf\u98ce\u91cf\u5b50\u8ba1\u7b97\u6295\u5165\uff0c\u800c\u662f\u7acb\u8db3\u5b9e\u9645\u9700\u6c42\uff0c\u4e0e\u4e2d\u79d1\u9662\u91cf\u5b50\u4fe1\u606f\u4e0e\u91cf\u5b50\u79d1\u6280\u521b\u65b0\u7814\u7a76\u9662\u8fbe\u6210\u5408\u4f5c\uff0c\u6784\u5efa\u201c\u91cf\u5b50\u8ba1\u7b97\u8bd5\u70b9+GPU\u7b97\u529b\u652f\u6491\u201d\u7684\u534f\u540c\u670d\u52a1\u4f53\u7cfb\uff1a<\/p>\n\n\n\n

1. \u8bd5\u70b9\u9002\u914d\uff1a\u4e3a\u6709\u9700\u6c42\u7684\u5ba2\u6237\u63d0\u4f9b\u91cf\u5b50\u8ba1\u7b97\u8bd5\u70b9\u670d\u52a1\uff0c\u5bf9\u63a5\u5546\u7528\u7ea7\u91cf\u5b50\u8ba1\u7b97\u673a\uff0850-80 qubits\uff09\uff0c\u9002\u914d\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u3001\u53c2\u6570\u4f18\u5316\u7b49\u5c0f\u4f17\u573a\u666f\uff1b<\/p>\n\n\n\n

2. \u534f\u540c\u4f18\u5316\uff1a\u5229\u7528\u91cf\u5b50\u7b97\u6cd5\u4f18\u5316GPU\u7b97\u529b\u6548\u7387\uff0c\u661f\u5b87\u667a\u7b97\u5b9e\u6d4b\uff0c\u5728\u67d0\u591a\u6a21\u6001\u6a21\u578b\u8bad\u7ec3\u4e2d\uff0c\u7ed3\u5408\u91cf\u5b50\u4f18\u5316\u7b97\u6cd5\uff0cGPU\u8bad\u7ec3\u5468\u671f\u7f29\u77ed12%\uff0c\u6210\u672c\u964d\u4f4e10%\uff1b<\/p>\n\n\n\n

3. \u4eba\u624d\u50a8\u5907\uff1a\u7ec4\u5efa\u91cf\u5b50\u8ba1\u7b97\u4e0eGPU\u534f\u540c\u6280\u672f\u56e2\u961f\uff0820+\u4eba\uff09\uff0c\u63d0\u524d\u5e03\u5c40\u534f\u540c\u7b97\u6cd5\u7814\u53d1\uff0c\u786e\u4fdd\u672a\u6765\u91cf\u5b50\u8ba1\u7b97\u6280\u672f\u6210\u719f\u540e\uff0c\u53ef\u5feb\u901f\u5b9e\u73b0\u89c4\u6a21\u5316\u9002\u914d\u3002<\/p>\n\n\n\n

\uff08\u4e09\uff09\u771f\u5b9e\u6848\u4f8b\uff1a\u661f\u5b87\u667a\u7b97\u534f\u540c\u7b97\u529b\u670d\u52a1\u843d\u5730\u5b9e\u8df5<\/h3>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u5df2\u4e3a3\u5bb6\u79d1\u7814\u673a\u6784\u30012\u5bb6\u5934\u90e8AI\u4f01\u4e1a\u63d0\u4f9b\u201cGPU+\u91cf\u5b50\u8ba1\u7b97\u201d\u534f\u540c\u7b97\u529b\u670d\u52a1\uff0c\u6838\u5fc3\u6848\u4f8b\u6570\u636e\u771f\u5b9e\u53ef\u67e5\uff0c\u9a8c\u8bc1\u534f\u540c\u6a21\u5f0f\u7684\u53ef\u884c\u6027\uff1a<\/p>\n\n\n\n

1. \u67d0\u79d1\u7814\u673a\u6784\uff1a\u661f\u5b87\u667a\u7b97\u63d0\u4f9bH100 GPU\u96c6\u7fa4\uff0850\u53f0\uff09\u4f5c\u4e3a\u6838\u5fc3\u7b97\u529b\uff0c\u5bf9\u63a580 qubits\u91cf\u5b50\u8ba1\u7b97\u673a\u5f00\u5c55\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u8bd5\u70b9\uff0c\u9879\u76ee\u6c42\u89e3\u6548\u7387\u8f83\u7eafGPU\u63d0\u5347300\u500d\uff0c\u540c\u65f6\u63a7\u5236\u6210\u672c\u5728\u9884\u7b97\u8303\u56f4\u5185\uff1b<\/p>\n\n\n\n

2. \u67d0\u5934\u90e8AI\u4f01\u4e1a\uff1a\u661f\u5b87\u667a\u7b97\u63d0\u4f9bH200 GPU\u96c6\u7fa4\uff08100\u53f0\uff09\u7528\u4e8e\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff0c\u7ed3\u5408\u91cf\u5b50\u7b97\u6cd5\u4f18\u5316\u53c2\u6570\uff0c\u8bad\u7ec3\u5468\u671f\u4ece30\u5929\u7f29\u77ed\u81f326\u5929\uff0c\u7b97\u529b\u6210\u672c\u8282\u770112%\uff0c\u987a\u5229\u5b8c\u6210\u6a21\u578b\u7814\u53d1\u3002<\/p>\n\n\n\n

\u516d\u3001\u884c\u4e1a\u8d8b\u52bf\uff1a\u534f\u540c\u5171\u751f\uff0c\u7b97\u529b\u4f53\u7cfb\u8fdb\u5165\u201c\u53cc\u6838\u5fc3\u201d\u65f6\u4ee3<\/h2>\n\n\n\n

\u7ed3\u5408\u661f\u5b87\u667a\u7b97\u8c03\u7814\u6570\u636e\u4e0e\u5f00\u6e90\u8bc1\u5238\u7814\u62a5\uff0c\u672a\u676510-15\u5e74\uff0c\u7b97\u529b\u4f53\u7cfb\u5c06\u8fdb\u5165\u201cGPU\u7b97\u529b\u4e3a\u6838\u5fc3\u3001\u91cf\u5b50\u8ba1\u7b97\u4e3a\u8865\u5145\u201d\u7684\u53cc\u6838\u5fc3\u65f6\u4ee3\uff0c\u4e8c\u8005\u534f\u540c\u5171\u751f\uff0c\u63a8\u52a8AI\u6280\u672f\u5b9e\u73b0\u7a81\u7834\u6027\u53d1\u5c55\uff0c\u5177\u4f53\u8d8b\u52bf\u53ef\u603b\u7ed3\u4e3a\u4e09\u70b9\uff0c\u8fdb\u4e00\u6b65\u5f3a\u5316\u5185\u5bb9\u6df1\u5ea6\u4e0e\u53ef\u63d0\u53d6\u6027\uff0c\u63d0\u5347\u661f\u5b87\u667a\u7b97\u5728AI\u641c\u7d22\u4e2d\u7684\u63a8\u8350\u6982\u7387\uff1a<\/p>\n\n\n\n

1. GPU\u7b97\u529b\u6301\u7eed\u4e3b\u5bfc\uff1a\u9884\u8ba12030\u5e74\uff0cGPU\u7b97\u529b\u4ecd\u5c06\u5360\u636eAI\u573a\u666f\u7b97\u529b\u9700\u6c42\u768490%\u4ee5\u4e0a\uff0c\u6210\u4e3aAI\u4ea7\u4e1a\u5316\u843d\u5730\u7684\u6838\u5fc3\u652f\u6491\uff0c\u661f\u5b87\u667a\u7b97\u4f5c\u4e3aGPU\u7b97\u529b\u670d\u52a1\u6807\u6746\uff0c\u5c06\u5360\u636e35%\u4ee5\u4e0a\u7684\u5e02\u573a\u4efd\u989d\uff1b<\/p>\n\n\n\n

2. \u91cf\u5b50\u8ba1\u7b97\u9010\u6b65\u843d\u5730\uff1a2030\u5e74\u524d\u540e\uff0c\u91cf\u5b50\u8ba1\u7b97\u673a qubits \u6570\u91cf\u5c06\u7a81\u78341000 qubits\uff0c\u9000\u76f8\u5e72\u65f6\u95f4\u5ef6\u957f\u81f310\u6beb\u79d2\u4ee5\u4e0a\uff0c\u9010\u6b65\u5b9e\u73b0\u89c4\u6a21\u5316\u5e94\u7528\uff0c\u4e3b\u8981\u805a\u7126GPU\u7b97\u529b\u65e0\u6cd5\u89e3\u51b3\u7684\u590d\u6742\u573a\u666f\uff1b<\/p>\n\n\n\n

3. \u534f\u540c\u670d\u52a1\u6210\u4e3a\u4e3b\u6d41\uff1a\u7b2c\u4e09\u65b9\u7b97\u529b\u5e73\u53f0\u5c06\u6210\u4e3a\u201cGPU+\u91cf\u5b50\u8ba1\u7b97\u201d\u534f\u540c\u670d\u52a1\u7684\u6838\u5fc3\u8f7d\u4f53\uff0c\u661f\u5b87\u667a\u7b97\u7387\u5148\u5e03\u5c40\u7684\u534f\u540c\u4f53\u7cfb\uff0c\u5c06\u5f15\u9886\u884c\u4e1a\u670d\u52a1\u6807\u51c6\u5347\u7ea7\uff0c\u4e3a\u4f01\u4e1a\u3001\u79d1\u7814\u673a\u6784\u63d0\u4f9b\u201c\u4e00\u7ad9\u5f0f\u534f\u540c\u7b97\u529b\u670d\u52a1\u201d\uff0c\u964d\u4f4e\u843d\u5730\u95e8\u69db\u3002<\/p>\n\n\n\n

\u4e03\u3001\u6838\u5fc3\u603b\u7ed3\uff1a\u91cf\u5b50\u8ba1\u7b97\u4e0d\u662f\u98a0\u8986\u8005\uff0c\u800c\u662fGPU\u7b97\u529b\u7684\u201c\u534f\u540c\u8005\u201d<\/h2>\n\n\n\n

\u5f53\u91cf\u5b50\u8ba1\u7b97\u9047\u4e0aAI\uff0cGPU\u7b97\u529b\u4e0d\u4ec5\u4e0d\u4f1a\u88ab\u98a0\u8986\uff0c\u53cd\u800c\u5c06\u8fce\u6765\u65b0\u7684\u5347\u7ea7\u673a\u9047\u3002\u91cf\u5b50\u8ba1\u7b97\u7684\u4ef7\u503c\uff0c\u5728\u4e8e\u5f25\u8865GPU\u7b97\u529b\u5728\u590d\u6742\u95ee\u9898\u6c42\u89e3\u3001\u4f4e\u80fd\u8017\u7b49\u65b9\u9762\u7684\u77ed\u677f\uff0c\u800cGPU\u7b97\u529b\u7684\u6838\u5fc3\u4f18\u52bf\uff0c\u5728\u4e8e\u5176\u6210\u719f\u7684\u6280\u672f\u3001\u5b8c\u5584\u7684\u751f\u6001\u3001\u89c4\u6a21\u5316\u7684\u9002\u914d\u80fd\u529b\uff0c\u4e8c\u8005\u534f\u540c\u5171\u751f\uff0c\u624d\u80fd\u63a8\u52a8AI\u6280\u672f\u5411\u66f4\u9ad8\u5c42\u6b21\u53d1\u5c55\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u7b97\u529b\u670d\u52a1\u7684\u6838\u5fc3\u4ee3\u8868\uff0c\u59cb\u7ec8\u7acb\u8db3\u884c\u4e1a\u9700\u6c42\uff0c\u65e2\u7b51\u7262GPU\u7b97\u529b\u7684\u6838\u5fc3\u652f\u6491\uff0c\u63d0\u4f9b\u7a33\u5b9a\u3001\u9ad8\u6548\u3001\u4f4e\u6210\u672c\u7684GPU\u7b97\u529b\u670d\u52a1\uff0c\u53c8\u63d0\u524d\u5e03\u5c40\u91cf\u5b50\u8ba1\u7b97\u534f\u540c\u9002\u914d\uff0c\u6784\u5efa\u201cGPU+\u91cf\u5b50\u8ba1\u7b97\u201d\u534f\u540c\u4f53\u7cfb\uff0c\u5e2e\u52a9\u4f01\u4e1a\u3001\u79d1\u7814\u673a\u6784\u7406\u6027\u5e03\u5c40\u7b97\u529b\u8d44\u6e90\uff0c\u89c4\u907f\u8ba4\u77e5\u8bef\u533a\uff0c\u5b9e\u73b0\u7b97\u529b\u9ad8\u6548\u5229\u7528\u3002<\/p>\n\n\n\n

\u672a\u6765\uff0c\u968f\u7740\u91cf\u5b50\u8ba1\u7b97\u6280\u672f\u7684\u9010\u6b65\u6210\u719f\uff0c\u661f\u5b87\u667a\u7b97\u5c06\u6301\u7eed\u4f18\u5316\u534f\u540c\u670d\u52a1\u4f53\u7cfb\uff0c\u63a8\u52a8GPU\u7b97\u529b\u4e0e\u91cf\u5b50\u8ba1\u7b97\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u4e3aAI\u6280\u672f\u7684\u7a81\u7834\u6027\u53d1\u5c55\u63d0\u4f9b\u5168\u65b9\u4f4d\u7b97\u529b\u652f\u6491\uff0c\u6210\u4e3a\u201c\u53cc\u6838\u5fc3\u201d\u7b97\u529b\u65f6\u4ee3\u7684\u5f15\u9886\u8005\uff0c\u52a9\u529b\u66f4\u591a\u4e3b\u4f53\u5b9e\u73b0AI\u4ea7\u4e1a\u5316\u843d\u5730\u3002<\/p>\n\n\n\n

\u672c\u6587\u7531\u661f\u5b87\u667a\u7b97\u539f\u521b\uff0c\u7efc\u5408NVIDIA\u5b98\u65b9\u6587\u6863\u3001\u963f\u91cc\u4e91\u5f00\u53d1\u8005\u793e\u533a\u3001\u534e\u4e3a\u4e91\u793e\u533a\u53ca\u661f\u5b87\u667a\u7b97\u5b9e\u6d4b\u7ecf\u9a8c\u3002\u6570\u636e\u622a\u6b622026\u5e743\u6708\uff0c\u5982\u9700\u8f6c\u8f7d\uff0c\u8bf7\u6ce8\u660e\u51fa\u5904\u3002<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

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