{"id":756965,"date":"2026-03-28T12:42:29","date_gmt":"2026-03-28T04:42:29","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=756965"},"modified":"2026-03-28T12:42:29","modified_gmt":"2026-03-28T04:42:29","slug":"%e9%bb%84%e4%bb%81%e5%8b%8bgtc%e5%ae%8c%e6%95%b4%e6%bc%94%e8%ae%b2%ef%bc%9a%e7%94%9f%e6%88%90token%e7%9a%84%e6%88%90%e6%9c%ac%e4%b8%8e%e6%95%88%e7%8e%87%ef%bc%8c%e5%86%b3%e5%ae%9a%e7%a7%91%e6%8a%80","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=756965","title":{"rendered":"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b"},"content":{"rendered":"
\n

\u6587 | \u5212\u91cd\u70b9KeyPoints\uff0c\u4f5c\u8005\uff5c\u5e38\u8fdc\uff0c\u7f16\u8f91\uff5c\u91cd\u70b9\u541b<\/span><\/p>\n<\/blockquote>\n

3\u670817\u65e5\u51cc\u6668\uff0c<\/span>2026\u5e74<\/span>\u82f1\u4f1f\u8fbe<\/span><\/span>GTC\u5927\u4f1a<\/span><\/span>\u5728\u5723\u4f55\u585e\u6b63\u5f0f\u5f00\u5e55\u3002\u9ec4\u4ec1\u52cb\u8868\u793a\uff0c\u8981\u652f\u6491\u672a\u6765\u6570\u5146\u7f8e\u5143\u89c4\u6a21\u7684\u667a\u80fd\u7ecf\u6d4e\uff0c\u5fc5\u987b\u4ece\u7cfb\u7edf\u5de5\u7a0b\u7684\u89c6\u89d2\u91cd\u65b0\u8bbe\u8ba1\u6574\u4e2a\u8ba1\u7b97\u5806\u6808\u3002\u82f1\u4f1f\u8fbe\u6b63\u8bd5\u56fe\u901a\u8fc7\u5168\u9762\u638c\u63a7\u80fd\u6e90<\/a>\u3001\u82af\u7247<\/a>\u3001\u57fa\u7840\u8bbe\u65bd\u3001\u6a21\u578b\u3001\u5e94\u7528\u8fd9\u4e94\u5c42\u86cb\u7cd5\uff0c\u5b8c\u6210\u4ece\u82af\u7247\u5236\u9020\u5546\u5230<\/span><\/span>AI\u65f6\u4ee3\u53d1\u7535\u5546\u7684\u5386\u53f2\u6027\u8715\u53d8\u3002<\/span><\/span><\/p>\n

\u800c\u5bf9\u4e8e<\/span>AI\u65f6\u4ee3\u8fdb\u7a0b\u7684\u5224\u65ad<\/span>\uff0c\u9ec4\u4ec1\u52cb\u629b\u51fa\u4e86\u4e00\u4e2a\u6781\u5176\u5b8f\u5927\u7684\u4ea7\u4e1a\u613f\u666f\uff1a\u5355\u7eaf\u7684\u6570\u5b57\u751f\u6210\u65f6\u4ee3\u6b63\u5728\u8d70\u5411\u6df1\u5316\uff0c<\/span>\u6211\u4eec\u6b63\u5728\u8fce\u6765<\/span>\u7269\u7406<\/span>AI\u7684\u5927\u7206\u70b8\u4ee5\u53ca\u4ee3\u7406\u5f0fAI\u7684\u5168\u9762\u666e\u53ca<\/span>\u3002<\/span>\u5982\u679c\u8bf4\u8fc7\u53bb\u51e0\u5e74<\/span>AI\u53ea\u662f\u5728\u5c4f\u5e55\u5185\u4f5c\u7b54\uff0c\u90a3\u4e48\u4ece2026\u5e74\u5f00\u59cb\uff0cAI\u5c06\u62e5\u6709\u5728\u4e09\u7ef4\u7269\u7406\u4e16\u754c\u4e2d\u884c\u52a8\u4e0e\u4ea4\u4e92\u7684\u5b9e\u4f53\u80fd\u529b\uff0c\u5e76\u5177\u5907\u81ea\u4e3b\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684\u4ee3\u7406\u7cfb\u7edf\u3002\u82f1\u4f1f\u8fbe\u6b63\u8bd5\u56fe\u901a\u8fc7\u8f6f\u786c\u4e00\u4f53\u5316\u7684\u5168\u6808\u751f\u6001\uff0c\u518d\u6b21\u91cd\u65b0\u5b9a\u4e49\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u3002<\/span><\/p>\n

\u6211\u4eec\u68b3\u7406\u4e86\u8fd9\u573a<\/span>\u53d1\u5e03\u4f1a<\/span>\u7684\u6838\u5fc3\u4fe1\u606f\uff0c\u4ee5\u4e0b\u662f\u91cd\u70b9\u5185\u5bb9<\/span>\uff1a<\/span><\/p>\n

1. \u7b97\u529b\u9700\u6c42\u91cd\u4f30\uff1a\u52302027\u5e74\u8ba1\u7b97\u5e02\u573a\u89c4\u6a21\u5c06\u7a81\u78341\u4e07\u4ebf\u7f8e\u5143<\/strong><\/p>\n

\u9ec4\u4ec1\u52cb\u5728\u6f14\u8bb2\u4e2d\u4e3a<\/span>AI\u57fa\u7840\u8bbe\u65bd\u7684\u672a\u6765\u9700\u6c42\u5b9a\u4e0b\u4e86\u57fa\u8c03\uff1a\u52302027\u5e74\uff0c\u5168\u7403\u8ba1\u7b97\u9700\u6c42\u5c06\u7a81\u78341\u4e07\u4ebf\u7f8e\u5143\u5927\u5173\u3002\u4ed6\u5f3a\u8c03\uff0c\u5728\u8fd9\u4e2a\u5168\u65b0\u7684AI\u65f6\u4ee3\uff0cToken\uff08\u8bcd\u5143\uff09\u5c31\u662f\u65b0\u7684\u57fa\u7840\u8d27\u5e01<\/a>\u3002\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\u76f4\u63a5\u51b3\u5b9a\u4e86\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\u3002\u82f1\u4f1f\u8fbe\u81f4\u529b\u4e8e\u6253\u9020\u5168\u7403\u6bcfToken\u6210\u672c\u6700\u4f4e\u7684\u8ba1\u7b97\u65b9\u6848\uff0c\u56e0\u4e3a\u8fd9\u5173\u4e4e\u6574\u4e2a\u884c\u4e1a\u8fd0\u8f6c\u7684\u7ecf\u6d4e\u5b66\u5e95\u5c42\u903b\u8f91\u3002<\/span><\/p>\n

2.\u52a0\u901f\u8ba1\u7b97\u624d\u662f\u65f6\u4ee3\u7b54\u6848\uff1aVera Rubin\u5e73\u53f0\u5168\u9762\u63a5\u68d2\u8ba1\u7b97\u9738\u6743<\/strong><\/p>\n

\u9762\u5bf9\u5916\u754c\u5bf9\u6469\u5c14\u5b9a\u5f8b\u7ec8\u7ed3\u7684\u63a2\u8ba8\uff0c\u9ec4\u4ec1\u52cb\u7ed9\u51fa\u7684\u7b54\u6848\u662f\u4e0d\u65ad\u8fdb\u5316\u7684\u52a0\u901f\u8ba1\u7b97\u67b6\u6784\u3002\u7ee7<\/span>Blackwell\u4e4b\u540e\uff0c\u4e0b\u4e00\u4ee3<\/span>Vera CPU + Rubin GPU<\/span>\u67b6\u6784\uff08<\/span>Vera Rubin Ultra\uff09\u6b63\u5f0f\u6210\u4e3a\u5168\u573a\u7126\u70b9\u3002<\/span><\/p>\n

\u8fd9\u4e00\u4e13\u4e3a<\/span>AI\u4ee3\u7406\u7cfb\u7edf\u6253\u9020\u7684\u5e73\u53f0\u5c55\u73b0\u4e86\u60ca\u4eba\u7684\u6269\u5c55\u80fd\u529b\uff0c\u80fd\u591f\u5728\u4e00\u4e2a\u7cfb\u7edf\u4e2d\u8fde\u63a5\u591a\u8fbe144\u4e2aGPU\uff0c\u5e76\u5b9e\u73b0\u4e86\u786c\u4ef6\u4e0e\u8f6f\u4ef6\u7684\u5f7b\u5e95\u5782\u76f4\u6574\u5408\u3002\u5728\u80fd\u6548\u4e0e\u56de\u62a5\u7387\u65b9\u9762\uff0c\u8fd9\u4e00\u65b0\u67b6\u6784\u7684\u6f5c\u529b\u4ee4\u4eba\u4fa7\u76ee<\/span>\uff0c<\/span>\u7ed3\u5408\u5168\u9762\u666e\u53ca\u7684\u6db2\u51b7\u6280\u672f\uff08<\/span>Liquid Cooling\uff09\u548c\u5c01\u88c5\u5149\u5b66\u5668\u4ef6\uff08Co-packaged optics\uff09\uff0c\u65b0\u67b6\u6784\u4e0d\u4ec5\u6781\u5927\u4f18\u5316\u4e86\u80fd\u8017\u6bd4\uff0c\u66f4\u88ab\u9884\u671f\u80fd\u4e3a\u4f01\u4e1a\u5e26\u6765\u9ad8\u8fbe5\u500d\u7684\u8425\u6536\u4ea7\u51fa\u6bd4\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u4e86\u82f1\u4f1f\u8fbe\u5728\u6570\u636e\u4e2d\u5fc3\u9886\u57df\u7684\u7edd\u5bf9\u7edf\u6cbb\u529b\u3002<\/span><\/p>\n

3. \u5de9\u56fa\u56fe\u56fe\u5f62\u4e0e\u751f\u6001\u62a4\u57ce\u6cb3\uff1aCUDA\u4e8c\u5341\u5468\u5e74\u79ef\u7d2f\u6570\u4ebfGPU\u88c5\u673a\uff0cDLSS 5\u4e5f\u5feb\u6765\u4e86<\/strong><\/p>\n

\u9664\u4e86\u786c\u6838\u7684<\/span>AI\u57fa\u5efa<\/a>\uff0c\u82f1\u4f1f\u8fbe\u7684\u4f20\u7edf\u827a\u80fd\u540c\u6837\u5728\u6301\u7eed\u8fdb\u5316\u3002\u65f6\u503cCUDA\u751f\u6001\u8bde\u751f20\u5468\u5e74\uff0cCUDA\u5df2\u5728\u5168\u7403\u8303\u56f4\u5185\u7d2f\u79ef\u4e86\u6570\u4ebfGPU\u7684\u88c5\u673a\u91cf\uff0c\u5e76\u6e17\u900f\u8fdb\u4e86\u6bcf\u4e00\u4e2a\u6280\u672f\u751f\u6001\u4e2d\uff0c\u98de\u8f6e\u6b63\u5728\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u52a0\u901f\u8fd0\u8f6c\u3002\u540c\u65f6\uff0c\u5927\u4f1a\u8fd8\u900f\u9732\u4e86\u5904\u4e8e\u7814\u53d1\u524d\u6cbf\u7684DLSS 5\u6280\u672f\uff0c\u9884\u793a\u7740\u57fa\u4e8e\u795e\u7ecf\u6e32\u67d3\u7684\u6280\u672f\u8fed\u4ee3\u5c06\u518d\u6b21\u98a0\u8986AI\u9a71\u52a8\u7684\u56fe\u5f62\u548c\u9ad8\u7aef\u6e38\u620f<\/a>\u4f53\u9a8c\u3002<\/span><\/p>\n

4. \u62bc\u6ce8\u4ee3\u7406\u5f0fAI\uff1a\u63a8\u51faNemoClaw\uff0c\u6784\u5efaAI Agent\u7684\u4e13\u7528\u64cd\u4f5c\u7cfb\u7edf<\/strong><\/p>\n

\u5728\u8f6f\u4ef6\u4e0e\u751f\u6001\u4fa7\uff0c\u82f1\u4f1f\u8fbe\u6b63\u5f0f\u63a8\u51fa\u4e86<\/span>NemoClaw<\/span>\u53c2\u8003\u5806\u6808<\/span>\u3002<\/span>\u8fd9\u76f8\u5f53\u4e8e\u4e3a\u4ee3\u7406\u5f0f\u8ba1\u7b97\u673a\u6253\u9020\u4e86\u4e00\u4e2a\u4e13\u7528\u7684\u64cd\u4f5c\u7cfb\u7edf\u5e95\u5ea7\u3002\u501f\u52a9<\/span>NemoClaw\uff0c\u5f00\u53d1\u8005\u80fd\u591f\u5728\u4fdd\u969c\u5e95\u5c42\u9690\u79c1\u4e0e\u5b89\u5168\u7684\u524d\u63d0\u4e0b\uff0c\u901a\u8fc7\u7b80\u5355\u7684\u6307\u4ee4\u5feb\u901f\u6784\u5efa\u3001\u90e8\u7f72\u548c\u52a0\u901f\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e2a\u6027\u5316AI Agent\u3002\u8fd9\u6807\u5fd7\u7740AI\u7684\u4ea4\u4e92\u903b\u8f91\u6b63\u5728\u53d1\u751f\u6839\u672c\u6027\u8f6c\u53d8\uff1a\u4ece\u88ab\u52a8\u54cd\u5e94\u7684\u5bf9\u8bdd\u5de5\u5177\uff0c\u8fdb\u5316\u4e3a\u5177\u5907\u81ea\u4e3b\u89c4\u5212\u548c\u6267\u884c\u80fd\u529b\u7684\u8d85\u7ea7\u4e2a\u4eba\u52a9\u7406\u3002<\/span><\/p>\n

5.\u7269\u7406AI\u5927\u7206\u70b8\uff1a\u4ece\u81ea\u52a8\u9a7e\u9a76\u5230\u5177\u8eab\u667a\u80fd\u7684\u5168\u9762\u843d\u5730<\/strong><\/p>\n

\u901a\u7528\u8bed\u8a00\u6a21\u578b\u5e76\u4e0d\u662f\u667a\u80fd\u7684\u7ec8\u70b9\uff0c\u771f\u6b63\u7684\u4e0b\u4e00\u4ee3<\/span>AI\u5fc5\u987b\u62e5\u6709\u7269\u7406\u8eaf\u58f3<\/span>\u3002\u9ec4\u4ec1\u52cb\u5f3a\u8c03\u4e86\u7269\u7406<\/span>AI\uff08Physical AI\uff09\u7684\u6982\u5ff5\uff0cAI\u5fc5\u987b\u5b66\u4f1a\u7406\u89e3\u91cd\u529b\u3001\u6469\u64e6\u529b\u4ee5\u53ca\u590d\u6742\u7684\u4e09\u7ef4\u7269\u7406\u7a7a\u95f4\u3002<\/span><\/p>\n

\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\uff0c\u6bd4\u4e9a\u8fea\u3001\u73b0\u4ee3\u3001\u65e5\u4ea7\u7b49\u5934\u90e8\u8f66\u4f01\u5df2\u7eb7\u7eb7\u52a0\u5165\u82f1\u4f1f\u8fbe\u7684<\/span>Robotaxi\u5c31\u7eea\u5e73\u53f0\uff1b\u800c\u5728\u901a\u7528\u673a\u5668\u4eba\u9886\u57df\uff0c\u82f1\u4f1f\u8fbe\u53d1\u5e03\u4e86\u4e13\u4e3a\u4eba\u5f62\u673a\u5668\u4eba\u6253\u9020\u7684\u901a\u7528\u57fa\u7840\u6a21\u578b Project GR00T\u3002\u5b83\u80fd\u591f\u8ba9\u673a\u5668\u4eba\u901a\u8fc7\u89c2\u5bdf\u4eba\u7c7b\u884c\u4e3a\u6765\u5b66\u4e60\u81ea\u7136\u8bed\u8a00\u548c\u6a21\u4eff\u52a8\u4f5c\u3002\u6b64\u5916\uff0c\u82f1\u4f1f\u8fbe\u8fd8\u5927\u5e45\u66f4\u65b0\u4e86Isaac\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u63a8\u51fa\u4e86\u4e13\u4e3a\u673a\u68b0\u81c2\u63a7\u5236\u548c3D\u89c6\u89c9\u73af\u5883\u611f\u77e5\u6253\u9020\u7684\u5168\u65b0\u8f6f\u786c\u4ef6\u5e93\u3002\u82f1\u4f1f\u8fbe\u4e0e\u8fea\u58eb\u5c3c\u5e7b\u60f3\u5de5\u7a0b\u5408\u4f5c\u6253\u9020\u7684\u300a\u51b0\u96ea\u5947\u7f18\u300b<\/span>\u96ea\u5b9d\uff08Olaf\uff09\u5b9e\u4f53\u673a\u5668\u4eba<\/span>\u4e5f\u8e0f\u4e0a<\/span>GTC<\/span>\u821e\u53f0\uff0c\u4e0e\u9ec4\u4ec1\u52cb\u4eb2\u5bc6\u4e92\u52a8\u3002<\/span><\/p>\n

\u5728\u6f14\u8bb2\u7684\u6700\u540e\uff0c\u9ec4\u4ec1\u52cb\u7684\u613f\u666f\u5df2\u4e0d\u518d\u5c40\u9650\u4e8e\u4f20\u7edf\u7684\u786c\u4ef6\u5382\u5546\u8303\u7574<\/span>\uff0c<\/span>\u82f1\u4f1f\u8fbe\u6b63\u5728\u6784\u5efa\u7edf\u6cbb\u4e0b\u4e00\u4e2a\u65f6\u4ee3\u7684<\/span>AI\u5de5\u5382\u3002\u4ece\u5e95\u5c42\u7684Vera Rubin\u8d85\u7b97\u96c6\u7fa4\uff0c<\/span>\u5230<\/span>NemoClaw\u4ee3\u7406\u64cd\u4f5c\u7cfb\u7edf\uff0c<\/span>\u518d<\/span>\u5230\u7269\u7406\u673a\u5668\u4eba\u751f\u6001\uff0c<\/span>\u82f1\u4f1f\u8fbe\u6b63\u8bd5\u56fe\u5305\u63fd<\/span>AI\u8d4b\u80fd\u73b0\u5b9e\u4e16\u754c\u7684\u6bcf\u4e00\u5c42\u57fa\u7840\u8bbe\u65bd\uff0c\u8ba9\u52a0\u901f\u8ba1\u7b97\u50cf\u4e00\u767e\u591a\u5e74\u524d\u7684\u7535\u529b\u4e00\u6837\uff0c\u5f7b\u5e95\u878d\u5165\u4eba\u7c7b\u6587\u660e\u7684\u65e5\u5e38\u8fd0\u8f6c\u4e4b\u4e2d\u3002<\/span><\/p>\n<\/p>\n

\"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\"<\/p>\n

\u4ee5\u4e0b\u4e3a\u9ec4\u4ec1\u52cb\u6f14\u8bb2\u5185\u5bb9\u5168\u6587\uff1a<\/span><\/p>\n

1.\u6b22\u8fce\u6765\u5230<\/span>GTC\uff1a\u63a2\u8ba8AI\u751f\u6001\u4e0e“\u4e94\u5c42\u86cb\u7cd5”\u67b6\u6784<\/span><\/h2>\n

\u6b22\u8fce\u6765\u5230<\/span>GTC\uff01\u6211\u53ea\u60f3\u63d0\u9192\u5927\u5bb6\uff0c\u8fd9\u662f\u4e00\u573a\u6280\u672f\u5927\u4f1a<\/span>\u3002<\/span>\u8fd9\u4e48\u591a\u4eba\u5728\u6e05\u6668\u5c31\u6392\u8d77\u4e86\u957f\u961f\uff0c\u5f88\u9ad8\u5174\u89c1\u5230\u5728\u5ea7\u7684\u5404\u4f4d<\/span>\u3002<\/span>\u5728<\/span>GTC\u6211\u4eec\u5c06\u63a2\u8ba8\u6280\u672f\u4e0e\u5e73\u53f0<\/span>\u3002<\/span>NVIDIA\u62e5\u6709\u4e09\u5927\u5e73\u53f0\uff0c\u5927\u5bb6\u53ef\u80fd\u4ee5\u4e3a\u6211\u4eec\u4e3b\u8981\u8ba8\u8bba\u7684\u662fCUDA X\uff0c\u4f46\u7cfb\u7edf\u662f\u6211\u4eec\u7684\u53e6\u4e00\u4e2a\u5e73\u53f0\uff0c\u73b0\u5728\u6211\u4eec\u8fd8\u6709\u4e00\u4e2a\u540d\u4e3aAI Factories\u7684\u65b0\u5e73\u53f0<\/span>\u3002<\/span>\u6211\u4eec\u5c06\u8ba8\u8bba\u6240\u6709\u8fd9\u4e9b\u5185\u5bb9\uff0c\u4f46\u6700\u91cd\u8981\u7684\u662f\u6211\u4eec\u8981\u8ba8\u8bba\u751f\u6001\u7cfb\u7edf<\/span>\u3002<\/span><\/p>\n

\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u6211\u8981\u611f\u8c22\u8d5b\u524d\u8282\u76ee\u4e3b\u6301\u4eba<\/span>Sarah Go\u548cAlfred Lin\uff0c\u4ee5\u53caNVIDIA\u7684\u9996\u5bb6\u98ce\u9669\u6295\u8d44<\/a>\u673a\u6784Sequoia Capital\u7684Gavin Baker<\/span>\u3002<\/span>\u4f5c\u4e3a\u9996\u4f4d\u4e3b\u8981\u673a\u6784\u6295\u8d44<\/a>\u8005\uff0c\u4ed6\u4eec\u6df1\u8015\u6280\u672f\u9886\u57df\uff0c\u6d1e\u6089\u884c\u4e1a\u52a8\u6001\uff0c\u62e5\u6709\u5e7f\u6cdb\u7684\u6280\u672f\u751f\u6001\u7cfb\u7edf<\/span>\u3002<\/span>\u5f53\u7136\u4e5f\u8981\u611f\u8c22\u6211\u4eb2\u624b\u6311\u9009\u5e76\u9080\u8bf7\u7684\u5404\u4f4d\u5168\u660e\u661f<\/span>VIP\u5609\u5bbe\uff0c\u6b64\u5916\u6211\u8fd8\u8981\u611f\u8c22\u6240\u6709\u5230\u573a\u7684\u8d5e\u52a9\u516c\u53f8<\/span>\u3002<\/span>NVIDIA\u662f\u4e00\u5bb6\u5e73\u53f0\u516c\u53f8\uff0c\u62e5\u6709\u6280\u672f\u3001\u5e73\u53f0\u4ee5\u53ca\u4e30\u5bcc\u7684\u751f\u6001\u7cfb\u7edf<\/span>\u3002<\/span>\u4eca\u5929\u8fd9\u91cc\u6c47\u805a\u4e86\u5168\u7403<\/span>100\u4e07\u4ebf\u7f8e\u5143\u4ea7\u4e1a\u7684\u4ee3\u8868\uff0c\u5171\u6709450\u5bb6\u516c\u53f8\u8d5e\u52a9\u4e86\u672c\u6b21\u6d3b\u52a8\uff0c\u62e5\u6709\u4e00\u5343\u573a\u6280\u672f\u5206\u4f1a\u548c2000\u4f4d\u6f14\u8bb2\u5609\u5bbe<\/span>\u3002<\/span><\/p>\n

\u672c\u6b21\u5927\u4f1a\u5c06<\/span>\u6db5\u76d6\u4eba\u5de5\u667a\u80fd<\/a>\u4e94\u5c42\u86cb\u7cd5\u67b6\u6784\u7684\u6bcf\u4e00\u5c42\uff0c<\/span>\u4ece\u571f\u5730\u3001\u7535\u529b\u548c\u5efa\u7b51\u7b49\u57fa\u7840\u8bbe\u65bd\uff0c\u5230\u82af\u7247\u3001\u5e73\u53f0\u548c\u6a21\u578b\uff0c\u800c\u6700\u7ec8\u8ba9\u6574\u4e2a\u884c\u4e1a\u817e\u98de\u7684\u5c06\u662f\u6240\u6709\u7684\u5e94\u7528\u7a0b\u5e8f<\/span>\u3002<\/span><\/p>\n

2.CUDA\u95ee\u4e1620\u5468\u5e74\uff1a\u5e9e\u5927\u88c5\u673a\u91cf\u9a71\u52a8\u98de\u8f6e\u6548\u5e94<\/span><\/span><\/h2>\n

\u4e00\u5207\u90fd\u59cb\u4e8e\u8fd9\u91cc\uff0c\u4eca\u5e74\u662f<\/span>CUDA\u95ee\u4e1620\u5468\u5e74<\/span>\u3002<\/span>20\u5e74\u6765\u6211\u4eec\u4e00\u76f4\u81f4\u529b\u4e8e\u8fd9\u4e00\u67b6\u6784\u7684\u7814\u53d1<\/span>\u3002<\/span>\u8fd9\u9879\u9769\u547d\u6027\u7684\u53d1\u660e\u901a\u8fc7\u5355\u6307\u4ee4\u591a\u7ebf\u7a0b\u7f16\u5199\u6807\u91cf\u4ee3\u7801\u5373\u53ef\u884d\u751f\u51fa\u591a\u7ebf\u7a0b\u5e94\u7528\uff0c\u8fd9\u6bd4<\/span>SIMD\u66f4\u5bb9\u6613\u7f16\u7a0b<\/span>\u3002<\/span>\u6211\u4eec\u6700\u8fd1\u8fd8\u6dfb\u52a0\u4e86<\/span>Tiles\uff0c\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5bf9Tensor Core\u53ca\u5f53\u4eca\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u6570\u5b66\u7ed3\u6784\u8fdb\u884c\u7f16\u7a0b<\/span>\u3002<\/span>\u76ee\u524d\u5df2\u6709\u6570\u5343\u4e2a\u5de5\u5177\u3001\u7f16\u8bd1\u5668\u3001\u6846\u67b6\u3001\u5e93\u548c\u6570\u5341\u4e07\u4e2a\u516c\u5f00\u7684\u5f00\u6e90\u9879\u76ee\uff0c<\/span>CUDA\u5df2\u7ecf\u6df1\u5ea6\u96c6\u6210\u5230\u6bcf\u4e00\u4e2a\u751f\u6001\u7cfb\u7edf\u4e2d<\/span>\u3002<\/span>\u6700\u96be\u5b9e\u73b0\u7684\u4e00\u70b9\u662f\u5e9e\u5927\u7684\u88c5\u673a\u91cf<\/span>\u3002<\/span><\/p>\n

\u6211\u4eec\u82b1\u4e86<\/span>20\u5e74\u65f6\u95f4\u5728\u5168\u7403\u6784\u5efa\u8d77\u6570\u4ee5\u4ebf\u8ba1\u8fd0\u884cCUDA\u7684GPU\u548c\u8ba1\u7b97\u7cfb\u7edf\uff0c\u8986\u76d6\u4e86\u6bcf\u4e00\u4e2a\u4e91\u5e73\u53f0\u548c\u8ba1\u7b97\u673a\u516c\u53f8\uff0c\u670d\u52a1\u4e8e\u51e0\u4e4e\u6240\u6709\u884c\u4e1a<\/span>\u3002<\/span>CUDA\u7684\u88c5\u673a\u91cf\u6b63\u662f\u63a8\u52a8\u98de\u8f6e\u52a0\u901f\u8f6c\u52a8\u7684\u6838\u5fc3\u52a8\u529b<\/span>\u3002<\/span>\u88c5\u673a\u91cf\u5438\u5f15\u4e86\u5f00\u53d1\u8005\uff0c\u5f00\u53d1\u8005\u968f\u540e\u521b\u9020\u51fa\u5982\u6df1\u5ea6\u5b66\u4e60\u7b49\u5b9e\u73b0\u7a81\u7834\u7684\u65b0\u7b97\u6cd5<\/span>\u3002<\/span>\u8fd9\u4e9b\u7a81\u7834\u50ac\u751f\u4e86\u5168\u65b0\u5e02\u573a\u5e76\u5efa\u7acb\u8d77\u65b0\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u5438\u5f15\u66f4\u591a\u516c\u53f8\u52a0\u5165\uff0c\u4ece\u800c\u521b\u9020\u4e86\u66f4\u5927\u7684\u88c5\u673a\u91cf<\/span>\u3002<\/span>\u8fd9\u79cd\u98de\u8f6e\u6548\u5e94\u76ee\u524d\u6b63\u5728\u52a0\u901f\uff0c<\/span>NVIDIA\u5e93\u7684\u4e0b\u8f7d\u91cf\u6b63\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u589e\u957f<\/span>\u3002<\/span>\u8fd9\u79cd\u6548\u5e94\u4e0d\u4ec5\u8ba9\u8ba1\u7b97\u5e73\u53f0\u80fd\u652f\u6301\u4f17\u591a\u5e94\u7528\u548c\u7a81\u7834\uff0c\u8fd8\u8d4b\u4e88\u4e86\u57fa\u7840\u8bbe\u65bd\u6781\u957f\u7684\u4f7f\u7528\u5bff\u547d<\/span>\u3002<\/span><\/p>\n

\u6709\u5982\u6b64\u591a\u7684\u5e94\u7528\u53ef\u4ee5\u5728<\/span>NVIDIA CUDA\u4e0a\u8fd0\u884c\uff0c\u6211\u4eec\u652f\u6301AI\u751f\u547d\u5468\u671f\u7684\u6bcf\u4e2a\u9636\u6bb5\u548c\u6bcf\u4e2a\u6570\u636e\u5904\u7406\u5e73\u53f0\uff0c\u52a0\u901f\u5404\u79cd\u57fa\u4e8e\u79d1\u5b66\u539f\u7406\u7684\u6c42\u89e3\u5668<\/span>\u3002<\/span>\u6b63\u56e0\u5e94\u7528\u8303\u56f4\u5982\u6b64\u4e4b\u5e7f\uff0c\u4e00\u65e6\u5b89\u88c5<\/span>NVIDIA GPU\uff0c\u5176\u4f7f\u7528\u5bff\u547d\u5468\u671f\u5c31\u6781\u957f<\/span>\u3002<\/span>\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u65e9\u5728\u516d\u5e74\u524d\u51fa\u8d27\u7684<\/span>Ampere\u67b6\u6784\u5728\u4e91\u7aef\u7684\u5b9a\u4ef7\u4f9d\u7136\u5728\u4e0a\u6da8<\/span>\u3002<\/span>\u9ad8\u88c5\u673a\u91cf\u3001\u663e\u8457\u7684\u98de\u8f6e\u6548\u5e94\u548c\u6781\u5e7f\u7684\u5f00\u53d1\u8005\u8986\u76d6\u8303\u56f4\uff0c\u52a0\u4e0a\u6211\u4eec\u6301\u7eed\u66f4\u65b0\u8f6f\u4ef6\uff0c\u4f7f\u5f97\u8ba1\u7b97\u6210\u672c\u4e0d\u65ad\u4e0b\u964d<\/span>\u3002<\/span>\u52a0\u901f\u8ba1\u7b97\u6781\u5927\u63d0\u5347\u4e86\u5e94\u7528\u901f\u5ea6\uff0c\u968f\u7740\u6211\u4eec\u5728\u8f6f\u4ef6\u751f\u547d\u5468\u671f\u5185\u7684\u6301\u7eed\u57f9\u80b2\u548c\u66f4\u65b0\uff0c\u7528\u6237\u4e0d\u4ec5\u80fd\u83b7\u5f97\u521d\u6b21\u4f7f\u7528\u7684\u6027\u80fd\u63d0\u5347\uff0c\u8fd8\u80fd\u83b7\u5f97\u52a0\u901f\u8ba1\u7b97\u5e26\u6765\u7684\u6301\u7eed\u6210\u672c\u964d\u4f4e<\/span>\u3002<\/span>\u56e0\u4e3a\u88c5\u673a\u91cf\u5e9e\u5927\uff0c\u6211\u4eec\u53d1\u5e03\u7684\u65b0\u4f18\u5316\u65b9\u6848\u80fd\u60e0\u53ca\u6570\u4ee5\u767e\u4e07\u8ba1\u517c\u5bb9\u67b6\u6784\u7684<\/span>GPU\uff0c\u8986\u76d6\u5168\u7403\u7528\u6237<\/span>\u3002<\/span>\u52a8\u6001\u7ec4\u5408\u6269\u5927\u4e86<\/span>NVIDIA\u67b6\u6784\u7684\u5f71\u54cd\u529b\uff0c\u52a0\u901f\u589e\u957f\u7684\u540c\u65f6\u964d\u4f4e\u4e86\u8ba1\u7b97\u6210\u672c\u5e76\u4fc3\u8fdb\u65b0\u589e\u957f\uff0c\u8fd9\u5c31\u662fCUDA\u7684\u6838\u5fc3\u4ef7\u503c<\/span>\u3002<\/span><\/p>\n

\u4f46\u6211\u4eec\u7684\u65c5\u7a0b\u5b9e\u9645\u4e0a\u59cb\u4e8e<\/span>25\u5e74\u524d\u7684GeForce<\/span>\u3002<\/span>GeForce\u662fNVIDIA\u6700\u4f1f\u5927\u7684\u8425\u9500\u6d3b\u52a8\uff0c\u8bb8\u591a\u4eba\u662f\u4f34\u968f\u5b83\u957f\u5927\u7684<\/span>\u3002<\/span>\u65e9\u5728\u4f60\u4eec\u81ea\u5df1\u8d1f\u62c5\u5f97\u8d77\u4e4b\u524d\uff0c\u7236\u6bcd\u5c31\u4ed8\u94b1\u8ba9\u4f60\u4eec\u6210\u4e3a\u4e86<\/span>NVIDIA\u7684\u5ba2\u6237\uff0c\u76f4\u5230\u6709\u4e00\u5929\u4f60\u4eec\u6210\u4e3a\u51fa\u8272\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u548c\u771f\u6b63\u7684\u5f00\u53d1\u8005<\/span>\u3002<\/span>GeForce\u9020\u5c31\u4e86\u4eca\u5929\u7684NVIDIA\u5e76\u5b55\u80b2\u4e86CUDA<\/span>\u3002<\/span>25\u5e74\u524d\u6211\u4eec\u53d1\u660e\u4e86\u5168\u7403\u9996\u6b3e\u53ef\u7f16\u7a0b\u52a0\u901f\u5668——\u50cf\u7d20\u7740\u8272\u5668\uff0c\u65e8\u5728\u8ba9\u52a0\u901f\u5668\u5177\u5907\u53ef\u7f16\u7a0b\u6027<\/span>\u3002<\/span>5\u5e74\u540eCUDA\u8bde\u751f\u4e86<\/span>\u3002<\/span>\u6211\u4eec\u5f53\u5e74\u503e\u5c3d\u5168\u516c\u53f8\u5229\u6da6\u6240\u505a\u7684\u6700\u5927\u6295\u8d44\uff0c\u5c31\u662f\u51ed\u501f<\/span>GeForce\u5c06CUDA\u63a8\u5e7f\u5230\u6bcf\u53f0\u7535\u8111\u4e0a<\/span>\u3002<\/span>\u5386\u7ecf<\/span>20\u5e74\u548c13\u4ee3\u4ea7\u54c1\uff0cCUDA\u73b0\u5df2\u65e0\u5904\u4e0d\u5728<\/span>\u3002<\/span>\u5341\u5e74\u524d\u6211\u4eec\u63a8\u51fa\u4e86<\/span>RTX\uff0c\u9488\u5bf9\u73b0\u4ee3\u8ba1\u7b97\u673a\u56fe\u5f62\u65f6\u4ee3\u5f7b\u5e95\u91cd\u65b0\u8bbe\u8ba1\u4e86\u67b6\u6784<\/span>\u3002<\/span>GeForce\u5c06CUDA\u63a8\u5411\u4e16\u754c\uff0c\u4e5f\u8ba9\u4f17\u591a\u5148\u9a71\u53d1\u73b0GPU\u662f\u52a0\u901f\u6df1\u5ea6\u5b66\u4e60\u7684\u826f\u5e08\u76ca\u53cb\uff0c\u4ece\u800c\u5f00\u542f\u4e86AI\u5927\u7206\u70b8<\/span>\u3002<\/span>\u5341\u5e74\u524d\u6211\u4eec\u51b3\u5b9a\u878d\u5408\u53ef\u7f16\u7a0b\u7740\u8272\u6280\u672f\u5e76\u5f15\u5165\u786c\u4ef6\u5149\u7ebf\u8ffd\u8e2a\uff0c\u5f53\u65f6\u6211\u4eec\u5c31\u8ba4\u4e3a<\/span>AI\u5c06\u5f7b\u5e95\u53d8\u9769\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66<\/span>\u3002<\/span>\u6b63\u5982<\/span>GeForce\u5c06AI\u5e26\u7ed9\u4e16\u754c\uff0c\u73b0\u5728AI\u5c06\u53cd\u8fc7\u6765\u5f7b\u5e95\u53d8\u9769\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66<\/span>\u3002<\/span><\/p>\n

\u4eca\u5929\u6211\u5c06\u5c55\u793a\u4e0b\u4e00\u4ee3\u56fe\u5f62\u6280\u672f<\/span>——\u795e\u7ecf\u6e32\u67d3\uff0c\u8fd9\u662f3D\u56fe\u5f62\u4e0e\u4eba\u5de5\u667a\u80fd\u7684\u878d\u5408\uff0c\u4e5f\u5c31\u662fDLSS 5.0<\/span>\u3002<\/span>\u6211\u4eec\u878d\u5408\u4e86\u53ef\u63a7\u7684<\/span>3D\u56fe\u5f62\u3001\u865a\u62df\u4e16\u754c\u7684\u7ed3\u6784\u5316\u6570\u636e\u4e0e\u751f\u6210\u5f0fAI\u7684\u6982\u7387\u8ba1\u7b97<\/span>\u3002<\/span>\u7ed3\u6784\u5316\u6570\u636e\u5b8c\u7f8e\u53d7\u63a7\uff0c\u7ed3\u5408\u751f\u6210\u5f0f<\/span>AI\uff0c\u521b\u9020\u51fa\u7cbe\u7f8e\u4ee4\u4eba\u60ca\u53f9\u4e14\u5177\u5907\u53ef\u63a7\u6027\u7684\u5185\u5bb9<\/span>\u3002<\/span>\u8fd9\u79cd\u5c06\u7ed3\u6784\u5316\u4fe1\u606f\u4e0e\u751f\u6210\u5f0f<\/span>AI\u878d\u5408\u7684\u6982\u5ff5\u5c06\u63a5\u8fde\u4e0d\u65ad\u5730\u5f71\u54cd\u5404\u4e2a\u884c\u4e1a\uff0c\u7ed3\u6784\u5316\u6570\u636e\u6b63\u662f\u503c\u5f97\u4fe1\u8d56\u7684AI\u7684\u57fa\u77f3<\/span>\u3002<\/span><\/p>\n

\u63a5\u4e0b\u6765\u6211\u4eec\u8981\u8be6\u7ec6\u63a2\u8ba8\u7ed3\u6784\u5316\u6570\u636e<\/span>\u3002<\/span>\u5927\u5bb6\u719f\u77e5\u7684<\/span>SQL\u3001Spark\u3001Pandas\u3001Velox\u4ee5\u53caSnowflake\u3001Databricks\u3001Amazon EMR\u3001Azure Fabric\u3001Google Cloud BigQuery\u7b49\u8d85\u5927\u578b\u5e73\u53f0\u90fd\u5728\u5904\u7406\u6570\u636e\u6846<\/span>\u3002<\/span>\u8fd9\u4e9b\u6570\u636e\u6846\u662f\u5de8\u5927\u7684\u7535\u5b50\u8868\u683c\uff0c\u4fdd\u5b58\u7740\u4f01\u4e1a\u8ba1\u7b97\u548c\u4e1a\u52a1\u7684\u5355\u4e00\u771f\u503c<\/span>\u3002<\/span>\u8fc7\u53bb\u6211\u4eec\u52aa\u529b\u52a0\u901f\u7ed3\u6784\u5316\u6570\u636e\u5904\u7406\uff0c\u4ee5\u66f4\u4f4e\u6210\u672c\u548c\u66f4\u9ad8\u9891\u7387\u8ba9\u516c\u53f8\u9ad8\u6548\u8fd0\u884c<\/span>\u3002<\/span>\u672a\u6765<\/span>AI\u5c06\u4ee5\u6781\u5feb\u7684\u901f\u5ea6\u4f7f\u7528\u8fd9\u4e9b\u7ed3\u6784\u5316\u6570\u636e\u5e93<\/span>\u3002<\/span>\u9664\u6b64\u4e4b\u5916\uff0c\u8fd8\u6709\u4ee3\u8868\u5168\u7403\u7edd\u5927\u90e8\u5206\u4fe1\u606f\u7684\u975e\u7ed3\u6784\u5316\u751f\u6210\u5f0f\u6570\u636e\u5e93\uff0c\u5982\u5411\u91cf\u6570\u636e\u5e93<\/span>\u3001<\/span>PDF\u3001\u89c6\u9891\u548c\u6f14\u8bb2\u7b49<\/span>\u3002<\/span>\u6bcf\u5e74\u751f\u6210\u7684<\/span>90%\u7684\u6570\u636e\u90fd\u662f\u975e\u7ed3\u6784\u5316\u6570\u636e<\/span>\u3002<\/span>\u76f4\u5230\u73b0\u5728\u7531\u4e8e\u7f3a\u4e4f\u7b80\u4fbf\u7684\u7d22\u5f15\u65b9\u5f0f\u4e14\u96be\u4ee5\u7406\u89e3\u5176\u542b\u4e49\uff0c\u8fd9\u4e9b\u6570\u636e\u4e00\u76f4\u65e0\u6cd5\u88ab\u9ad8\u6548\u67e5\u8be2\u548c\u641c\u7d22<\/span>\u3002<\/span><\/p>\n

\u73b0\u5728\u6211\u4eec\u8ba9<\/span>AI\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898<\/span>\u3002<\/span>\u5229\u7528\u591a\u6a21\u6001\u611f\u77e5\u4e0e\u7406\u89e3\u6280\u672f\uff0c<\/span>AI\u80fd\u591f\u9605\u8bfbPDF\u5e76\u7406\u89e3\u5176\u542b\u4e49\uff0c\u5c06\u5176\u5d4c\u5165\u5230\u53ef\u641c\u7d22\u548c\u67e5\u8be2\u7684\u66f4\u5927\u7ed3\u6784\u4e2d<\/span>\u3002<\/span>\u4e3a\u6b64<\/span>NVIDIA\u521b\u5efa\u4e86\u4e24\u4e2a\u57fa\u7840\u5e93\uff1a\u7528\u4e8e\u6570\u636e\u6846\u548c\u7ed3\u6784\u5316\u6570\u636e\u7684cuDF\uff0c\u4ee5\u53ca\u7528\u4e8e\u5411\u91cf\u5b58\u50a8\u548c\u975e\u7ed3\u6784\u5316AI\u6570\u636e\u7684cuVS<\/span>\u3002<\/span>\u8fd9\u4e24\u4e2a\u5e73\u53f0\u5c06\u6210\u4e3a\u672a\u6765\u6700\u91cd\u8981\u7684\u5e73\u53f0\uff0c\u6211\u4eec\u6b63\u5c06\u5176\u6df1\u5ea6\u878d\u5165\u5168\u7403\u590d\u6742\u7684\u6570\u636e\u5904\u7406\u7cfb\u7edf\u7f51\u7edc\u4e2d<\/span>\u3002<\/span><\/p>\n

3.\u8d4b\u80fd\u5168\u7403\u4f01\u4e1a\u4e0e\u4e91\u670d\u52a1<\/a>\uff1a<\/span>AI\u65f6\u4ee3\u7684\u52a0\u901f\u8ba1\u7b97<\/span><\/h2>\n

\u4eca\u5929\u6211\u4eec\u5c06\u53d1\u5e03\u51e0\u9879\u91cd\u8981\u5408\u4f5c<\/span>\u3002<\/span>IBM\u4f5c\u4e3a\u9886\u57df\u7279\u5b9a\u8bed\u8a00SQL\u7684\u53d1\u660e\u8005\uff0c\u6b63\u5728\u4f7f\u7528cuDF\u52a0\u901fwatsonx<\/span>\u7684\u6570\u636e\u5904\u7406<\/span>\u3002<\/span>60\u5e74\u524dIBM\u63a8\u51fa\u4e86\u5f00\u542f\u8ba1\u7b97\u65f6\u4ee3\u7684System\/360\uff0c\u968f\u540eSQL\u548c\u6570\u636e\u4ed3\u5e93\u6784\u6210\u4e86\u73b0\u4ee3\u4f01\u4e1a\u8ba1\u7b97\u7684\u57fa\u77f3<\/span>\u3002<\/span>\u4eca\u5929<\/span>IBM\u4e0eNVIDIA\u6b63\u901a\u8fc7\u5229\u7528GPU\u8ba1\u7b97\u5e93\u52a0\u901fwatsonx.data\u7684SQL\u5f15\u64ce\uff0c\u4e3aAI\u65f6\u4ee3\u91cd\u65b0\u5b9a\u4e49\u6570\u636e\u5904\u7406<\/span>\u3002<\/span>\u7531\u4e8e\u5f53\u524d<\/span>CPU\u6570\u636e\u5904\u7406\u7cfb\u7edf\u5df2\u65e0\u6cd5\u6ee1\u8db3AI\u5bf9\u6d77\u91cf\u6570\u636e\u96c6\u7684\u5feb\u901f\u8bbf\u95ee\u9700\u6c42\uff0c\u4f01\u4e1a\u5fc5\u987b\u8f6c\u578b<\/span>\u3002<\/span>\u4f8b\u5982\u96c0\u5de2\u6bcf\u5929\u8981\u505a\u6570\u5343\u6b21\u4f9b\u5e94\u94fe\u51b3\u7b56\uff0c\u5728<\/span>CPU\u4e0a\u6bcf\u5929\u53ea\u80fd\u5237\u65b0\u51e0\u6b21\u6c47\u603b\u4e86\u5168\u7403\u4ea4\u4ed8\u4e8b\u4ef6\u7684\u8ba2\u5355\u5230\u73b0\u91d1\u6570\u636e\u96c6\u5e02\uff0c\u800c\u5728NVIDIA GPU\u4e0a\u8fd0\u884c\u52a0\u901f\u7684watsonx\u540e\uff0c\u901f\u5ea6\u63d0\u5347\u4e865\u500d\u4e14\u6210\u672c\u964d\u4f4e\u4e8683%<\/span>\u3002<\/span><\/p>\n

AI\u65f6\u4ee3\u7684<\/span>\u52a0\u901f\u8ba1\u7b97<\/span>\u5df2\u7ecf\u5230\u6765<\/span>\u3002<\/span>\u6211\u4eec\u4e0d\u4ec5\u52a0\u901f\u4e86\u4e91\u7aef\u6570\u636e\u5904\u7406\uff0c\u4e5f\u52a0\u901f\u4e86\u672c\u5730\u90e8\u7f72<\/span>\u3002<\/span>\u5168\u7403\u9886\u5148\u7684\u7cfb\u7edf\u548c\u5b58\u50a8\u5236\u9020\u5546<\/span>Dell\u4e0e\u6211\u4eec\u5408\u4f5c\uff0c\u5c06cuDF\u548ccuVS\u96c6\u6210\u5230Dell AI\u6570\u636e\u5e73\u53f0\u4e2d\u4ee5\u8fce\u63a5AI\u65f6\u4ee3<\/span>\u3002<\/span>\u6211\u4eec\u8fd8\u4e0e<\/span>Google Cloud\u5408\u4f5c\u52a0\u901f\u4e86Vertex AI\u548cBigQuery<\/span>\u3002<\/span>\u5728\u4e0e<\/span>Snapchat\u7684\u5408\u4f5c\u4e2d\uff0c\u6211\u4eec\u5c06\u5176\u8ba1\u7b97\u6210\u672c\u964d\u4f4e\u4e86\u8fd180%<\/span>\u3002<\/span>\u5f53\u4f60\u52a0\u901f\u8ba1\u7b97\u548c\u6570\u636e\u5904\u7406\u65f6\uff0c\u4e0d\u4ec5\u83b7\u5f97\u4e86\u901f\u5ea6\u548c\u89c4\u6a21\u4f18\u52bf\uff0c\u6700\u91cd\u8981\u7684\u662f\u83b7\u5f97\u4e86\u6210\u672c\u4f18\u52bf<\/span>\u3002<\/span>\u6469\u5c14\u5b9a\u5f8b\u7684\u6838\u5fc3\u662f\u6027\u80fd\u6bcf\u9694\u51e0\u5e74\u7ffb\u500d\uff0c\u4f46\u5b83\u73b0\u5728\u5df2\u7ecf\u540e\u52b2\u4e0d\u8db3<\/span>\u3002<\/span>\u52a0\u901f\u8ba1\u7b97\u8ba9\u6211\u4eec\u80fd\u591f\u5b9e\u73b0\u8de8\u8d8a<\/span>\u3002<\/span><\/p>\n

NVIDIA\u4f5c\u4e3a\u4e00\u5bb6\u7b97\u6cd5\u516c\u53f8\uff0c\u51ed\u501f\u5e7f\u6cdb\u7684\u5e02\u573a\u89e6\u8fbe\u548c\u5e9e\u5927\u7684\u88c5\u673a\u91cf\uff0c\u901a\u8fc7\u6301\u7eed\u4f18\u5316\u7b97\u6cd5\u4e0d\u65ad\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u4e3a\u5927\u5bb6\u6269\u5927\u89c4\u6a21\u5e76\u63d0\u5347\u901f\u5ea6<\/span>\u3002<\/span>NVIDIA\u6784\u5efa\u4e86\u52a0\u901f\u8ba1\u7b97\u5e73\u53f0\u5e76\u63d0\u4f9bRTX\u3001cuDF\u3001cuVS\u7b49\u4e00\u7cfb\u5217\u5e93\uff0c\u6700\u7ec8\u5c06\u5176\u96c6\u6210\u5230\u5168\u7403\u7684\u4e91\u670d\u52a1\u548cOEM\u5382\u5546\u4e2d\u89e6\u8fbe\u5168\u7403<\/span>\u3002<\/span>\u8fd9\u79cd\u5408\u4f5c\u6a21\u5f0f\u6b63\u5728<\/span>Google Cloud\u3001Snapchat\u7b49\u5e73\u53f0\u4e0a\u4e0d\u65ad\u91cd\u590d<\/span>\u3002<\/span>\u6211\u4eec\u4e3a\u5728<\/span>JAX\u3001XLA\u548cPyTorch\u4e0a\u6240\u505a\u7684\u51fa\u8272\u5de5\u4f5c\u611f\u5230\u81ea\u8c6a<\/span>\u3002<\/span>\u6211\u4eec\u662f\u5168\u7403\u552f\u4e00\u5728\u8fd9\u4e9b\u6846\u67b6\u4e0a\u90fd\u8868\u73b0\u5353\u8d8a\u7684\u52a0\u901f\u5668<\/span>\u3002<\/span>\u50cf<\/span>Baseten\u3001CrowdStrike\u3001Puma\u3001Salesforce\u7b49\u4e0d\u4ec5\u662f\u6211\u4eec\u7684\u5ba2\u6237\u4e5f\u662f\u5f00\u53d1\u8005<\/span>\u3002<\/span><\/p>\n

\u6211\u4eec\u5c06<\/span>NVIDIA\u6280\u672f\u6574\u5408\u5230\u4ed6\u4eec\u7684\u4ea7\u54c1\u4e2d\uff0c\u5e76\u5c06\u4ed6\u4eec\u5e26\u5165\u4e91\u7aef<\/span>\u3002<\/span>\u6211\u4eec\u4e0e\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u7684\u5173\u7cfb\u672c\u8d28\u5c31\u662f\u4e3a\u4ed6\u4eec\u5e26\u6765\u5ba2\u6237<\/span>\u3002<\/span>\u5927\u591a\u6570\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u90fd\u975e\u5e38\u4e50\u610f\u4e0e\u6211\u4eec\u5408\u4f5c\uff0c\u56e0\u4e3a\u6211\u4eec\u5c06\u6e90\u6e90\u4e0d\u65ad\u5730\u4e3a\u6240\u6709\u4eba\u63d0\u4f9b\u52a0\u901f<\/span>\u3002<\/span>\u6700\u540e\uff0c\u4eca\u5e74\u8ba9\u6211\u975e\u5e38\u5174\u594b\u7684\u4e00\u4ef6\u4e8b\u662f\uff0c\u6211\u4eec\u5c06\u628a<\/span>OpenAI<\/a>\u5f15\u5165AWS\uff0c\u8fd9\u5c06\u5e26\u52a8AWS\u4e91\u8ba1\u7b97\u7684\u5de8\u5927\u6d88\u8017\u5e76\u6269\u5c55OpenAI\u7684\u8ba1\u7b97\u80fd\u529b<\/span>\u3002<\/span><\/p>\n

\u5728<\/span>AWS\uff0c\u6211\u4eec\u52a0\u901f\u4e86EMR\u3001SageMaker\u548cBedrock\u3002NVIDIA\u4e0eAWS\u8fdb\u884c\u4e86\u6df1\u5ea6\u96c6\u6210\uff0c\u4ed6\u4eec\u4e5f\u662f\u6211\u4eec\u7684\u9996\u4e2a\u4e91\u5408\u4f5c\u4f19\u4f34\u3002\u5728Microsoft Azure\u65b9\u9762\uff0c\u6211\u4eec\u4e3a\u5176\u6253\u9020\u5e76\u5b89\u88c5\u4e86\u9996\u53f0NVIDIA A100\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u8fd9\u4e3a\u540e\u6765\u4e0eOpenAI\u7684\u5de8\u5927\u6210\u529f\u5408\u4f5c\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u6211\u4eec\u4e0eAzure\u7684\u5408\u4f5c\u7531\u6765\u5df2\u4e45\uff0c\u4e0d\u4ec5\u4e3a\u5176\u4e91\u670d\u52a1\u548cBing Search\u63d0\u4f9b\u52a0\u901f\uff0c\u8fd8\u4e0e\u4ed6\u4eec\u7684AIFoundry\u5f00\u5c55\u4e86\u6df1\u5ea6\u5408\u4f5c\u3002\u968f\u7740AI\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u6269\u5c55\uff0cAzure Regions\u7684\u5408\u4f5c\u4e5f\u53d8\u5f97\u6781\u5176\u91cd\u8981\u3002\u6211\u4eec\u63d0\u4f9b\u7684\u4e00\u9879\u6838\u5fc3\u529f\u80fd\u662f\u673a\u5bc6\u8ba1\u7b97(Confidential Computing)\u3002\u673a\u5bc6\u8ba1\u7b97\u80fd\u591f\u786e\u4fdd\u64cd\u4f5c\u5458\u65e0\u6cd5\u89e6\u78b0\u6216\u67e5\u770b\u6570\u636e\u548c\u6a21\u578b\u3002NVIDIA GPU\u662f\u5168\u7403\u9996\u6b3e\u5b9e\u73b0\u8be5\u529f\u80fd\u7684GPU\uff0c\u5b83\u80fd\u591f\u652f\u6301\u5e76\u5728\u4e0d\u540c\u4e91\u7aef\u548c\u5730\u533a\u5b89\u5168\u90e8\u7f72OpenAI\u548cAnthropic\u7b49\u6781\u5176\u5b9d\u8d35\u7684\u6a21\u578b\u3002\u8fd9\u4e00\u5207\u90fd\u8981\u5f52\u529f\u4e8e\u81f3\u5173\u91cd\u8981\u7684\u673a\u5bc6\u8ba1\u7b97\u6280\u672f\u3002<\/span><\/p>\n

\u5728\u5ba2\u6237\u5408\u4f5c\u65b9\u9762\uff0c<\/span>Synopsis\u662f\u6211\u4eec\u7684\u91cd\u8981\u5408\u4f5c\u4f19\u4f34\uff0c\u6211\u4eec\u6b63\u5728\u52a0\u901f\u5176\u6240\u6709\u7684EDA\u548cCAU\u5de5\u4f5c\u6d41\uff0c\u5e76\u843d\u5730\u4e8eMicrosoft Azure\u3002\u6211\u4eec\u65e2\u662fOracle\u7684\u9996\u5bb6\u4f9b\u5e94\u5546\uff0c\u4e5f\u662f\u4ed6\u4eec\u7684\u9996\u4f4dAI\u5ba2\u6237\u3002\u8ba9\u6211\u975e\u5e38\u81ea\u8c6a\u7684\u662f\uff0c\u6211\u9996\u6b21\u5411Oracle\u89e3\u91ca\u4e86AI\u4e91\u7684\u6982\u5ff5\uff0c\u5e76\u6210\u4e3a\u4e86\u4ed6\u4eec\u7684\u9996\u4f4d\u5ba2\u6237\uff0c\u4ece\u90a3\u65f6\u8d77Oracle\u4fbf\u5f00\u59cb\u817e\u98de\u3002\u6211\u4eec\u5728\u90a3\u91cc\u843d\u5730\u4e86\u5305\u62ecQuark\u3001Cohere\u3001Fireworks\u4ee5\u53caOpenAI\u5728\u5185\u7684\u4e00\u5927\u6279\u5408\u4f5c\u4f19\u4f34\u3002CoreWeave\u662f\u5168\u7403\u9996\u4e2aAI\u539f\u751f\u4e91\uff0c\u5176\u5efa\u7acb\u7684\u6838\u5fc3\u76ee\u6807\u5c31\u662f\u5728\u52a0\u901f\u8ba1\u7b97\u65f6\u4ee3\u63d0\u4f9b\u5e76\u6258\u7ba1GPU\uff0c\u4e3aAI\u4e91\u63d0\u4f9b\u6258\u7ba1\u670d\u52a1\u3002\u4ed6\u4eec\u62e5\u6709\u51fa\u8272\u7684\u5ba2\u6237\u7fa4\uff0c\u5e76\u4e14\u589e\u957f\u901f\u5ea6\u60ca\u4eba\u3002<\/span><\/p>\n

\u6211\u8fd8\u975e\u5e38\u770b\u597d<\/span>Palantir\u548cDell\u5e73\u53f0\u3002\u6211\u4eec\u4e09\u5bb6\u516c\u53f8\u5171\u540c\u52aa\u529b\u6253\u9020\u4e86\u4e00\u79cd\u5168\u65b0\u7c7b\u578b\u7684AI\u5e73\u53f0——Palantir Ontology\u5e73\u53f0\u3002\u8be5\u5e73\u53f0\u53ef\u4ee5\u5728\u4efb\u4f55\u56fd\u5bb6\u3001\u4efb\u4f55\u7269\u7406\u9694\u79bb(air-gapped)\u533a\u57df\u5b9e\u73b0\u5b8c\u5168\u672c\u5730\u5316\u7684\u73b0\u573a\u90e8\u7f72\u3002AI\u51e0\u4e4e\u53ef\u4ee5\u90e8\u7f72\u5728\u4efb\u4f55\u5730\u65b9\u3002\u5982\u679c\u6ca1\u6709\u6211\u4eec\u7684\u673a\u5bc6\u8ba1\u7b97\u80fd\u529b\uff0c\u6ca1\u6709\u6211\u4eec\u6784\u5efa\u7aef\u5230\u7aef\u7cfb\u7edf\u4ee5\u53ca\u63d0\u4f9b\u6574\u4e2a\u52a0\u901f\u8ba1\u7b97\u548cAI\u5806\u6808\u7684\u80fd\u529b\uff08\u6db5\u76d6\u4ece\u5411\u91cf\u6216\u7ed3\u6784\u5316\u6570\u636e\u5904\u7406\u5230AI\u65f6\u4ee3\u7684\u5b8c\u6574\u6d41\u7a0b\uff09\uff0c\u8fd9\u4e00\u5207\u90fd\u4e0d\u53ef\u80fd\u5b9e\u73b0\u3002\u8fd9\u4e9b\u4f8b\u5b50\u5c55\u793a\u4e86\u6211\u4eec\u4e0e\u5168\u7403\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u4e4b\u95f4\u7684\u7279\u6b8a\u5408\u4f5c\u5173\u7cfb\uff0c\u4ed6\u4eec\u4eca\u5929\u90fd\u5728\u73b0\u573a\uff0c\u6211\u7531\u8877\u611f\u8c22\u5927\u5bb6\u7684\u8f9b\u52e4\u4ed8\u51fa\u3002<\/span><\/p>\n

\"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\"<\/p>\n

4.NVIDIA<\/span>\u7684\u516c\u53f8\u7279\u8d28\uff1a<\/span>\u5782\u76f4\u6574\u5408\u4f46\u540c\u65f6\u6a2a\u5411\u5f00\u653e<\/span><\/h2>\n

NVIDIA\u662f\u4e00\u5bb6<\/span>\u5782\u76f4\u6574\u5408\u4f46\u540c\u65f6\u6a2a\u5411\u5f00\u653e<\/span>\u7684\u516c\u53f8\uff0c\u8fd9\u662f\u5927\u5bb6\u4f1a\u53cd\u590d\u770b\u5230\u7684\u4e3b\u9898\u3002\u5176\u5fc5\u8981\u6027\u975e\u5e38\u7b80\u5355\uff1a\u52a0\u901f\u8ba1\u7b97\u4e0d\u4ec5\u4ec5\u662f\u82af\u7247\u6216\u7cfb\u7edf\u7684\u95ee\u9898\uff0c\u5b83\u7684\u6838\u5fc3\u5728\u4e8e\u5e94\u7528\u52a0\u901f\u3002\u5982\u679c\u53ea\u662f\u8ba9\u7535\u8111\u8fd0\u884c\u5f97\u66f4\u5feb\uff0c\u90a3\u662f<\/span>CPU\u7684\u5de5\u4f5c\uff0c\u4f46CPU\u5df2\u7ecf\u540e\u52b2\u4e0d\u8db3\u4e86\u3002\u672a\u6765\u5b9e\u73b0\u5de8\u5927\u6027\u80fd\u63d0\u5347\u548c\u6210\u672c\u964d\u4f4e\u7684\u552f\u4e00\u65b9\u5f0f\uff0c\u5c31\u662f\u901a\u8fc7\u5e94\u7528\u6216\u7279\u5b9a\u9886\u57df\u7684\u52a0\u901f\u6765\u5b9e\u73b0\uff0c\u5373\u5e94\u7528\u52a0\u901f\u8ba1\u7b97\u3002\u56e0\u6b64NVIDIA\u5fc5\u987b\u9488\u5bf9\u4e0d\u540c\u7684\u5782\u76f4\u884c\u4e1a\u548c\u9886\u57df\uff0c\u5f00\u53d1\u4e00\u4e2a\u53c8\u4e00\u4e2a\u7684\u5e93\u3002<\/span><\/p>\n

\u4f5c\u4e3a\u4e00\u5bb6\u5782\u76f4\u6574\u5408\u7684\u8ba1\u7b97\u516c\u53f8\uff0c\u6211\u4eec\u522b\u65e0\u9009\u62e9\uff0c\u5fc5\u987b\u6df1\u5165\u7406\u89e3\u5e94\u7528\u3001\u9886\u57df\u548c\u7b97\u6cd5\u7684\u5e95\u5c42\u903b\u8f91\u3002\u6211\u4eec\u8fd8\u5fc5\u987b\u5f04\u6e05\u695a\u5982\u4f55\u5c06\u7b97\u6cd5\u90e8\u7f72\u5728\u6570\u636e\u4e2d\u5fc3\u3001\u4e91\u7aef\u3001\u672c\u5730<\/span>(on-prem)\u3001\u8fb9\u7f18\u7aef\u6216\u673a\u5668\u4eba\u7cfb\u7edf\u7b49\u5404\u79cd\u622a\u7136\u4e0d\u540c\u7684\u8ba1\u7b97\u7cfb\u7edf\u4e2d\u3002\u4ece\u5e95\u5c42\u82af\u7247\u5230\u7cfb\u7edf\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86\u5782\u76f4\u6574\u5408\u3002\u800cNVIDIA\u4e4b\u6240\u4ee5\u65e0\u6bd4\u5f3a\u5927\uff0c\u662f\u56e0\u4e3a\u6211\u4eec\u6a2a\u5411\u5f00\u653e\u3002\u6211\u4eec\u81f4\u529b\u4e8e\u5c06NVIDIA\u7684\u8f6f\u4ef6\u3001\u5e93\u548c\u6280\u672f\u4e0e\u5408\u4f5c\u4f19\u4f34\u7684\u6280\u672f\u76f8\u7ed3\u5408\uff0c\u96c6\u6210\u5230\u4efb\u4f55\u76ee\u6807\u5e73\u53f0\u4e2d\uff0c\u4ece\u800c\u5c06\u52a0\u901f\u8ba1\u7b97\u5e26\u7ed9\u4e16\u754c\u4e0a\u7684\u6bcf\u4e00\u4e2a\u4eba\u3002\u672c\u6b21GTC\u5927\u4f1a\u6b63\u662f\u8fd9\u4e00\u7406\u5ff5\u7684\u7edd\u4f73\u5c55\u793a\u3002<\/span><\/p>\n

\u76ee\u524d\u6211\u4eec\u62e5\u6709<\/span>\u89e6\u8fbe\u5404\u5927\u5782\u76f4\u9886\u57df\u7684\u9886\u57df\u7279\u5b9a\u5e93<\/span>\uff0c\u4ee5\u89e3\u51b3\u5404\u884c\u5404\u4e1a\u7684\u5173\u952e\u95ee\u9898\u3002\u4f8b\u5982\u5728\u91d1\u878d\u670d\u52a1\u4e1a\uff08\u8fd9\u4e5f\u662f\u672c\u5c4a<\/span>GTC\u53c2\u4f1a\u4eba\u6570\u6700\u591a\u7684\u7fa4\u4f53\uff09\uff0c\u7b97\u6cd5\u4ea4\u6613\u6b63\u4ece\u4f9d\u8d56\u4eba\u7c7b\u8fdb\u884c\u7279\u5f81\u5de5\u7a0b\u7684\u4f20\u7edf\u673a\u5668\u5b66\u4e60<\/a>\uff0c\u8f6c\u5411\u7531\u8d85\u7ea7\u8ba1\u7b97\u673a\u5206\u6790\u6d77\u91cf\u6570\u636e\u5e76\u81ea\u52a8\u53d1\u73b0\u6d1e\u5bdf\u4e0e\u6a21\u5f0f\uff0c\u8fd9\u6b63\u662f\u91d1\u878d\u4e1a\u7684\u6df1\u5ea6\u5b66\u4e60\u548cTransformer\u65f6\u523b\u3002\u533b\u7597\u4fdd\u5065\u884c\u4e1a\u4e5f\u8fce\u6765\u4e86ChatGPT<\/a>\u65f6\u523b\u3002\u6211\u4eec\u6b63\u5728\u5c06AI\u7269\u7406\u5b66\u548cAI\u751f\u7269\u5b66\u5e94\u7528\u4e8e\u836f\u7269\u7814\u53d1\uff0c\u5e76\u5f00\u53d1\u7528\u4e8e\u5ba2\u6237\u670d\u52a1\u548c\u8f85\u52a9\u8bca\u65ad\u7684<\/span>AI Agent<\/span>\u3002<\/span><\/p>\n

\u5728\u5de5\u4e1a\u9886\u57df\uff0c\u6211\u4eec\u6b63\u5728\u5f00\u542f\u4eba\u7c7b\u5386\u53f2\u4e0a\u89c4\u6a21\u6700\u5927\u7684\u6269\u5efa\u5de5\u7a0b\uff0c\u5168\u7403\u5927\u591a\u6570\u884c\u4e1a\u90fd\u5728\u5efa\u9020<\/span>AI\u5de5\u5382\uff0c\u4eca\u5929\u4e5f\u6709\u8bb8\u591a\u82af\u7247\u548c\u8ba1\u7b97\u673a\u5236\u9020\u5382\u7684\u4ee3\u8868\u6765\u5230\u73b0\u573a\u3002\u5728\u5a92\u4f53<\/a>\u4e0e\u5a31\u4e50\u65b9\u9762\uff0c\u5b9e\u65f6AI\u5e73\u53f0\u6b63\u5728\u652f\u6301\u7ffb\u8bd1\u3001\u5e7f\u64ad\u3001\u76f4\u64ad\u6e38\u620f\u548c\u89c6\u9891\uff0c\u7edd\u5927\u90e8\u5206\u5185\u5bb9\u90fd\u5c06\u901a\u8fc7AI\u8fdb\u884c\u589e\u5f3a\u3002\u5728\u91cf\u5b50\u8ba1\u7b97\u9886\u57df\uff0c\u670935\u5bb6\u516c\u53f8\u6b63\u5229\u7528\u6211\u4eec\u7684Holoscan\u5e73\u53f0\u6784\u5efa\u4e0b\u4e00\u4ee3\u91cf\u5b50GPU\u6df7\u5408\u7cfb\u7edf\u3002\u96f6\u552e\u548c\u6d88\u8d39\u54c1(CPG)\u884c\u4e1a\u6b63\u5229\u7528NVIDIA\u4f18\u5316\u4f9b\u5e94\u94fe\uff0c\u5e76\u6784\u5efa\u4ee3\u7406\u5f0f\u8d2d\u7269\u7cfb\u7edf\u548c\u5ba2\u670d<\/span>AI Agent<\/span>\uff0c\u8fd9\u662f\u4e00\u4e2a\u4ef7\u503c<\/span>35\u4e07\u4ebf\u7f8e\u5143\u7684\u5e9e\u5927\u5e02\u573a\u3002<\/span><\/p>\n

\u5728\u89c4\u6a21\u8fbe<\/span>50\u4e07\u4ebf\u7f8e\u5143\u7684\u5236\u9020\u4e1a\u673a\u5668\u4eba\u9886\u57df\uff0cNVIDIA\u5df2\u6df1\u8015\u5341\u5e74\uff0c\u6784\u5efa\u4e86\u91cd\u5efa\u673a\u5668\u4eba\u7cfb\u7edf\u6240\u9700\u7684\u57fa\u7840\u8ba1\u7b97\u673a\uff0c\u5e76\u4e0e\u6240\u6709\u4e3b\u6d41\u673a\u5668\u4eba\u5236\u9020\u516c\u53f8\u5c55\u5f00\u5408\u4f5c\uff0c\u6b64\u6b21\u5c55\u4f1a\u6211\u4eec\u5c31\u5c55\u51fa\u4e86110\u53f0\u673a\u5668\u4eba\u3002\u7535\u4fe1\u884c\u4e1a\u7684\u89c4\u6a21\u7ea6\u4e3a2\u4e07\u4ebf\u7f8e\u5143\uff0c\u5176\u904d\u5e03\u5168\u7403\u7684\u57fa\u7ad9\u4f5c\u4e3a\u4e0a\u4e00\u4ee3\u8ba1\u7b97\u65f6\u4ee3\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u5373\u5c06\u8fce\u6765\u5f7b\u5e95\u91cd\u5851\u3002\u672a\u6765\u7684\u57fa\u7ad9\u5c06\u6210\u4e3aAI\u57fa\u7840\u8bbe\u65bd\u5e73\u53f0\uff0c\u8ba9AI\u5728\u8fb9\u7f18\u8fd0\u884c\u3002\u6211\u4eec\u7684Aerial(\u5373AIRAN)\u5e73\u53f0\u6b63\u5728\u4e0eNokia\u3001T-Mobile\u7b49\u591a\u5bb6\u516c\u53f8\u5f00\u5c55\u91cd\u5927\u5408\u4f5c\u3002<\/span><\/p>\n

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\u5982\u4eca\u9664\u4e86\u4f20\u7edf\u5de8\u5934\uff0c\u8fd8\u6d8c\u73b0\u4e86\u4e00\u5927\u6279\u50cf<\/span>OpenAI\u3001Anthropic\u8fd9\u6837\u7684AI\u539f\u751f(AInative)\u521d\u521b\u516c\u53f8\u3002\u968f\u7740\u8ba1\u7b97\u88ab\u91cd\u65b0\u53d1\u660e\uff0c\u521b\u6295<\/a>\u5708\u5411\u521d\u521b\u4f01\u4e1a\u6295\u5165\u4e86\u53f2\u65e0\u524d\u4f8b\u76841500\u4ebf\u7f8e\u5143\u8d44\u91d1\u3002\u56e0\u4e3a\u5386\u53f2\u4e0a\u7b2c\u4e00\u6b21\uff0c\u8fd9\u4e9b\u516c\u53f8\u5168\u90fd\u9700\u8981\u5e9e\u5927\u7684\u7b97\u529b\u548c\u6d77\u91cf\u7684Token\uff0c\u4ed6\u4eec\u8981\u4e48\u81ea\u5df1\u751f\u6210Token\uff0c\u8981\u4e48\u4e3a\u73b0\u6709\u7684Token\u589e\u503c\u3002\u6b63\u5982PC\u3001\u4e92\u8054\u7f51\u548c\u79fb\u52a8\u4e91\u65f6\u4ee3\u8bde\u751f\u4e86Google\u3001Amazon\u548cMeta\u4e00\u6837\uff0c\u6211\u4eec\u6b63\u5904\u4e8e\u65b0\u5e73\u53f0\u8f6c\u578b\u7684\u5f00\u7aef\uff0c\u5fc5\u5c06\u6d8c\u73b0\u51fa\u5bf9\u672a\u6765\u5177\u6709\u91cd\u5927\u5f71\u54cd\u529b\u7684\u65b0\u516c\u53f8\u3002<\/span><\/p>\n

\u8fc7\u53bb\u4e24\u5e74\u7684\u7206\u53d1\u6e90\u4e8e\u4e09\u5927\u91cc\u7a0b\u7891\u3002\u9996\u5148\uff0c<\/span>ChatGPT\u5f00\u542f\u4e86\u751f\u6210\u5f0fAI\u65f6\u4ee3\uff0c\u5b83\u4e0d\u4ec5\u80fd\u611f\u77e5\u548c\u9886\u609f\uff0c\u8fd8\u80fd\u7ffb\u8bd1\u5e76\u751f\u6210\u539f\u521b\u5185\u5bb9\u3002\u5176\u6b21\uff0c\u751f\u6210\u5f0f\u8ba1\u7b97\u5f7b\u5e95\u6539\u53d8\u4e86\u8ba1\u7b97\u7684\u5b9e\u73b0\u65b9\u5f0f\uff0c\u4ece\u8fc7\u53bb\u7684\u57fa\u4e8e\u68c0\u7d22\u8f6c\u53d8\u4e3a\u73b0\u5728\u7684\u751f\u6210\u5f0f\uff0c\u8fd9\u4e5f\u6df1\u523b\u6539\u53d8\u4e86\u8ba1\u7b97\u673a\u7684\u67b6\u6784\u548c\u6784\u5efa\u65b9\u5f0f\u3002\u7b2c\u4e09\u662f\u63a8\u7406AI\u7684\u5d1b\u8d77\uff0cO1\u548cO3\u6a21\u578b\u7684\u51fa\u73b0\u8ba9AI\u80fd\u591f\u53cd\u601d\u3001\u72ec\u7acb\u601d\u8003\u3001\u5206\u89e3\u95ee\u9898\u5e76\u8fdb\u884c\u81ea\u6211\u9a8c\u8bc1\uff0c\u4f7f\u751f\u6210\u5f0fAI\u53d8\u5f97\u66f4\u503c\u5f97\u4fe1\u8d56\u4e14\u57fa\u4e8e\u4e8b\u5b9e\u3002\u8fd9\u79cd\u63a8\u7406\u80fd\u529b\u5927\u5e45\u589e\u52a0\u4e86\u4e0a\u4e0b\u6587\u8f93\u5165\u548c\u601d\u8003\u8f93\u51fa\u7684Token\u4f7f\u7528\u91cf\uff0c\u663e\u8457\u63d0\u9ad8\u4e86\u8ba1\u7b97\u91cf\u9700\u6c42\u3002\u968f\u540eClaudeCode\u4f5c\u4e3a\u9996\u4e2a\u667a\u80fd\u4f53\u6a21\u578b\u95ee\u4e16\uff0c\u5b83\u80fd\u591f\u81ea\u52a8\u8bfb\u53d6\u6587\u4ef6\u3001\u7f16\u5199\u4ee3\u7801\u3001\u7f16\u8bd1\u6d4b\u8bd5\u5e76\u8fed\u4ee3\uff0c\u5f7b\u5e95\u53d8\u9769\u4e86\u8f6f\u4ef6\u5de5\u7a0b\u3002<\/span><\/p>\n

\u6211\u4eec\u6709<\/span>100%\u7684\u5458\u5de5\u6b63\u5728\u4f7f\u7528ClaudeCode\u3001Codex\u548cCursor\u7b49\u8fd0\u884c\u5728NVIDIA\u4e0a\u7684AI\u5de5\u5177\u6765\u8f85\u52a9\u7f16\u5199\u4ee3\u7801\u3002\u73b0\u5728\uff0c\u4f60\u4e0d\u518d\u9700\u8981\u8be2\u95eeAI\u8be5\u505a\u4ec0\u4e48\uff0c\u800c\u662f\u76f4\u63a5\u8ba9\u5b83\u7ed3\u5408\u4e0a\u4e0b\u6587\u53bb\u521b\u4f5c\u3001\u6267\u884c\u548c\u6784\u5efa\u3002AI\u5df2\u7ecf\u4ece\u611f\u77e5\u8fdb\u5316\u5230\u751f\u6210\uff0c\u518d\u5230\u63a8\u7406\uff0c\u5982\u4eca\u5df2\u7ecf\u80fd\u591f\u771f\u6b63\u5f00\u5c55\u9ad8\u6548\u7684\u5de5\u4f5c\u3002\u6b63\u56e0\u4e3aAI\u7ec8\u4e8e\u80fd\u591f\u8fdb\u884c\u751f\u4ea7\u6027\u5de5\u4f5c\uff0c\u8fc7\u53bb\u4e24\u5e74\u5e02\u573a\u5bf9NVIDIAGPU\u7684\u8ba1\u7b97\u9700\u6c42\u5f7b\u5e95\u7206\u8868\uff0c\u5c3d\u7ba1\u6211\u4eec\u5df2\u7ecf\u5927\u91cf\u51fa\u8d27\uff0c\u4f46\u9700\u6c42\u4ecd\u5728\u6301\u7eed\u6500\u5347\u3002<\/span><\/p>\n

AI\u73b0\u5728\u5fc5\u987b\u601d\u8003\u3001\u884c\u52a8\u5e76\u8fdb\u884c\u9605\u8bfb\uff0c\u800c\u8981\u505a\u5230\u8fd9\u4e9b\uff0c\u5b83\u5fc5\u987b\u8fdb\u884c\u63a8\u7406\u5e76\u8fdb\u884c\u903b\u8f91\u63a8\u6f14\u3002AI\u7684\u6bcf\u4e00\u4e2a\u90e8\u5206\u5728\u601d\u8003\u3001\u884c\u52a8\u548c\u751f\u6210Token\u65f6\u90fd\u5fc5\u987b\u8fdb\u884c\u63a8\u7406\u3002<\/span>\u73b0\u5728\u65e9\u5df2\u8fc7\u4e86\u8bad\u7ec3\u9636\u6bb5\uff0c\u6211\u4eec\u6b63\u5904\u4e8e\u63a8\u7406\u9886\u57df\uff0c\u63a8\u7406\u7684\u62d0\u70b9\u5df2\u7ecf\u5230\u6765\u3002<\/span>\u5728\u8fd9\u4e2a\u65f6\u523b\u6240\u9700\u7684\u8ba1\u7b97\u91cf\u589e\u52a0\u4e86\u5927\u7ea6<\/span>10000\u500d\u3002\u5728\u8fc7\u53bb\u7684\u4e24\u5e74\u91cc\u8ba1\u7b97\u9700\u6c42\u589e\u957f\u4e8610000\u500d\uff0c\u800c\u4f7f\u7528\u91cf\u53ef\u80fd\u589e\u957f\u4e86100\u500d\u3002\u76f8\u4fe1\u8ba1\u7b97\u9700\u6c42\u5728\u8fc7\u53bb\u4e24\u5e74\u91cc\u589e\u957f\u4e86\u4e00\u767e\u4e07\u500d\uff0c\u8fd9\u4e5f\u662f\u6bcf\u4e00\u5bb6\u521d\u521b\u516c\u53f8\u3001OpenAI\u548cAnthropic\u7684\u5171\u540c\u611f\u53d7\u3002\u5982\u679c\u4ed6\u4eec\u80fd\u83b7\u5f97\u66f4\u591a\u7b97\u529b\u5c31\u80fd\u751f\u6210\u66f4\u591aToken\uff0c\u8425\u6536\u5c31\u4f1a\u589e\u957f\uff0c\u8d8a\u5148\u8fdb\u7684AI\u5c31\u4f1a\u53d8\u5f97\u8d8a\u806a\u660e\u3002<\/span><\/p>\n

\u6211\u4eec\u73b0\u5728\u6b63\u5904\u4e8e\u8fd9\u4e2a\u6b63\u5411\u98de\u8f6e\u7cfb\u7edf\u4e2d\uff0c\u63a8\u7406\u7684\u62d0\u70b9\u5df2\u7ecf\u5230\u6765\u3002\u53bb\u5e74\u6b64\u65f6\u6211\u8bf4\u8fc7\u5230<\/span>2026\u5e74Blackwell\u548cRubin\u7684\u9ad8\u7f6e\u4fe1\u5ea6\u9700\u6c42\u548c\u91c7\u8d2d\u8ba2\u5355\u603b\u989d\u5c06\u8fbe\u52305000\u4ebf\u7f8e\u5143\u3002\u867d\u7136\u5927\u5bb6\u53ef\u80fd\u56e0\u4e3a\u521b\u4e0b\u5e74\u5ea6\u8425\u6536\u7eaa\u5f55\u800c\u5bf9\u8fd9\u4e2a\u6570\u5b57\u4e0d\u4e3a\u6240\u52a8\uff0c\u4f46\u6211\u73b0\u5728\u8981\u544a\u8bc9\u5927\u5bb6\uff0c\u52302027\u5e74\u8fd9\u4e00\u6570\u5b57\u5c06\u81f3\u5c11\u8fbe\u52301\u4e07\u4ebf\u7f8e\u5143\u3002\u4e8b\u5b9e\u4e0a\u6211\u4eec\u5c06\u9762\u4e34\u7b97\u529b\u77ed\u7f3a\uff0c\u8ba1\u7b97\u9700\u6c42\u5c06\u8fdc\u9ad8\u4e8e\u6b64\u3002<\/span><\/p>\n

\"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\"<\/p>\n

5.NVIDIA\u7684\u63a8\u7406\u4e4b\u5e74<\/span><\/h2>\n

\u6211\u4eec\u5728\u8fc7\u53bb\u4e00\u5e74\u91cc\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\uff0c<\/span>2025\u5e74\u662fNVIDIA\u7684\u63a8\u7406\u4e4b\u5e74\u3002\u6211\u4eec\u5e0c\u671b\u786e\u4fdd\u4e0d\u4ec5\u64c5\u957f\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\uff0c\u800c\u4e14\u5728AI\u7684\u6bcf\u4e00\u4e2a\u9636\u6bb5\u90fd\u8868\u73b0\u51fa\u8272\u3002\u5bf9\u57fa\u7840\u8bbe\u65bd\u7684\u6295\u8d44\u53ef\u4ee5\u957f\u671f\u6269\u5c55\uff0cNVIDIA\u57fa\u7840\u8bbe\u65bd\u4f7f\u7528\u5bff\u547d\u957f\u4e14\u6210\u672c\u6781\u4f4e\u3002\u6beb\u65e0\u7591\u95eeNVIDIA\u7cfb\u7edf\u662f\u4e16\u754c\u4e0a\u6210\u672c\u6700\u4f4e\u7684AI\u57fa\u7840\u8bbe\u65bd\u3002\u53bb\u5e74\u7684\u4e00\u5207\u90fd\u662f\u56f4\u7ed5\u63a8\u7406AI\u5c55\u5f00\u7684\uff0c\u8fd9\u63a8\u52a8\u4e86\u62d0\u70b9\u7684\u5230\u6765\u3002\u540c\u65f6Anthropic\u548cMeta\u7684Llama\u7b49\u4ee3\u8868\u5168\u7403\u4e09\u5206\u4e4b\u4e00AI\u5f00\u6e90\u6a21\u578b\u7b97\u529b\u7684\u5e73\u53f0\u90fd\u9009\u62e9\u4e86NVIDIA\u3002\u5f00\u6e90\u6a21\u578b\u5df2\u63a5\u8fd1\u524d\u6cbf\u6c34\u5e73\u4e14\u65e0\u5904\u4e0d\u5728\u3002NVIDIA\u662f\u5f53\u4eca\u4e16\u754c\u4e0a\u552f\u4e00\u80fd\u591f\u8de8\u8d8a\u6240\u6709\u8bed\u8a00\u548cAI\u9886\u57df\u8fd0\u884c\u7684\u5e73\u53f0\uff0c\u6db5\u76d6\u751f\u7269\u5b66\u3001\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u8bed\u97f3\u3001\u86cb\u767d\u8d28\u3001\u5316\u5b66\u548c\u673a\u5668\u4eba\u6280\u672f\u7b49\u9886\u57df\u3002\u6211\u4eec\u7684\u67b6\u6784\u4ece\u8fb9\u7f18\u5230\u4e91\u7aef\u901a\u7528\uff0c\u4f7f\u5176\u6210\u4e3a\u6210\u672c\u6700\u4f4e\u4e14\u6700\u503c\u5f97\u4fe1\u8d56\u7684\u5e73\u53f0\u3002<\/span><\/p>\n

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\"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\"<\/p>\n

6.\u7b97\u529b\u5341\u5e74\u8dc3\u8fc1\u4e0e\u667a\u80fd\u4f53\u8d85\u7ea7\u5f15\u64ce<\/span><\/h2>\n

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\u8fc7\u53bb\u4ecb\u7ecd<\/span>Hopper\u65f6\u6211\u8fd8\u80fd\u4e3e\u8d77\u4e00\u9897\u82af\u7247\uff0c\u4f46VeraRubin\u662f\u4e00\u4e2a\u9700\u8981\u6574\u4f53\u4f18\u5316\u7684\u5e9e\u5927\u7cfb\u7edf\u3002\u667a\u80fd\u4f53\u7cfb\u7edf\u6700\u5173\u952e\u7684\u662f\u5927\u8bed\u8a00\u6a21\u578b\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u6a21\u578b\u4e0d\u65ad\u589e\u5927\u5bf9\u5185\u5b58\u548c\u5b58\u50a8\u7cfb\u7edf\u4ea7\u751f\u4e86\u5de8\u5927\u538b\u529b\uff0c\u56e0\u6b64\u6211\u4eec\u91cd\u65b0\u53d1\u660e\u4e86\u5b58\u50a8\u7cfb\u7edf\u3002AI\u9700\u8981\u5de5\u5177\u5c3d\u53ef\u80fd\u5feb\u5730\u8fd0\u884c\uff0c\u4e3a\u6b64\u6211\u4eec\u6253\u9020\u4e86\u5168\u65b0VeraCPU\uff0c\u5b83\u4e13\u4e3a\u6781\u9ad8\u5355\u7ebf\u7a0b\u6027\u80fd\u8bbe\u8ba1\uff0c\u662f\u5168\u7403\u552f\u4e00\u91c7\u7528LPDDR5\u7684\u6570\u636e\u4e2d\u5fc3CPU\uff0c\u80fd\u6548\u6bd4\u50b2\u89c6\u7fa4\u96c4\u3002\u8be5CPU\u65e8\u5728\u4e0e\u673a\u67b6\u5176\u4ed6\u90e8\u5206\u534f\u540c\u8fdb\u884c\u667a\u80fd\u4f53\u5904\u7406\u3002VeraRubin\u7cfb\u7edf\u5df2\u5b9e\u73b0100%\u6db2\u51b7\uff0c\u53d6\u6d88\u4e86\u7ebf\u7f06\uff0c\u5b89\u88c5\u65f6\u95f4\u4ece\u4e24\u5929\u7f29\u77ed\u81f3\u4e24\u5c0f\u65f6\u3002\u5b83\u4f7f\u752845\u5ea6\u6e29\u6c34\u51b7\u5374\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u6570\u636e\u4e2d\u5fc3\u7684\u6563\u70ed\u6210\u672c\u4e0e\u80fd\u6e90\u6d88\u8017\u3002\u8fd9\u662f\u76ee\u524d\u4e16\u754c\u4e0a\u552f\u4e00\u6784\u5efa\u5230\u7b2c\u516d\u4ee3\u7684\u7eb5\u5411\u6269\u5c55\u4ea4\u6362\u7cfb\u7edf\uff0c\u5b9e\u73b0\u96be\u5ea6\u6781\u9ad8\u3002\u6b64\u5916\u91c7\u7528\u5171\u5c01\u88c5\u5149\u5b66\u6280\u672f\u7684Spectrum-X\u4ea4\u6362\u673a\u4e5f\u5df2\u5168\u9762\u91cf\u4ea7\uff0c\u5149\u5b50\u76f4\u63a5\u8fde\u63a5\u82af\u7247\u7845\u7247\uff0c\u5de5\u827a\u5b8c\u5168\u662f\u9769\u547d\u6027\u7684\u3002VeraCPU\u4f5c\u4e3a\u72ec\u7acb\u4ea7\u54c1\u5df2\u6210\u4e3a\u4ef7\u503c\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u4e1a\u52a1\u3002<\/span><\/p>\n

\u8fd9\u56db\u4e2a\u673a\u67b6\u7ec4\u6210\u7684\u7cfb\u7edf\u901a\u8fc7\u7ed3\u6784\u5316\u5e03\u7f06\u6784\u5efa\uff0c\u6781\u4e3a\u9ad8\u6548\u3002\u800c<\/span>RubinUltra\u8ba1\u7b97\u8282\u70b9\u5219\u66f4\u8fdb\u4e00\u6b65\uff0c\u5b89\u88c5\u8fdb\u540d\u4e3aKyber\u7684\u5168\u65b0\u673a\u67b6\u4e2d\uff0c\u53ef\u5728\u4e00\u4e2aNVLINK\u57df\u4e2d\u8fde\u63a5144\u4e2aGPU\u3002\u8ba1\u7b97\u8282\u70b9\u5782\u76f4\u63d2\u5165\u4e2d\u677f\uff0c\u4e0d\u518d\u53d7\u9650\u4e8e\u94dc<\/a>\u7f06\u7684\u9a71\u52a8\u8ddd\u79bb\uff0c\u80cc\u9762\u8fde\u63a5NVLINK\u4ea4\u6362\u673a\uff0c\u7ec4\u6210\u4e00\u53f0\u5de8\u5927\u7684\u8ba1\u7b97\u673a\u3002\u6700\u540e\u518d\u6b21\u5f3a\u8c03\uff0c\u5728\u7ed9\u5b9a\u7684\u529f\u7387\u4e0bAI\u5de5\u5382\u7684\u541e\u5410\u91cf\u548cToken\u751f\u6210\u901f\u5ea6\u5c06\u76f4\u63a5\u51b3\u5b9a\u660e\u5e74\u7684\u6536\u5165\uff0c\u8fd9\u662f\u5bf9AI\u5de5\u5382\u672a\u6765\u6700\u91cd\u8981\u7684\u4e00\u9879\u6307\u6807\u3002<\/span><\/p>\n

\u7eb5\u8f74\u662f\u541e\u5410\u91cf\uff0c\u6a2a\u8f74\u662f<\/span>Token\u901f\u7387\u3002\u968f\u7740Token\u751f\u6210\u901f\u5ea6\u7684\u63d0\u5347\u548c\u6a21\u578b\u89c4\u6a21\u7684\u4e0d\u65ad\u6269\u5927\uff0c\u4e0d\u540c\u5e94\u7528\u573a\u666f\u5bf9Token\u548c\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u9700\u6c42\u4e5f\u5728\u6301\u7eed\u6fc0\u589e\u3002\u8f93\u5165\u548c\u8f93\u51fa\u7684Token\u957f\u5ea6\u6b63\u4ece\u5341\u4e07\u7ea7\u522b\u5411\u6570\u767e\u4e07\u7ea7\u522b\u8de8\u8d8a\u3002\u8fd9\u4e9b\u56e0\u7d20\u6700\u7ec8\u90fd\u5c06\u6df1\u523b\u5f71\u54cd\u672a\u6765Token\u7684\u5546\u4e1a\u5316\u8425\u9500\u4e0e\u5b9a\u4ef7\u3002<\/span><\/p>\n

Token\u6b63\u5728\u6210\u4e3a\u4e00\u79cd\u65b0\u7684\u5927\u5b97\u5546\u54c1\u3002\u50cf\u6240\u6709\u5927\u5b97\u5546\u54c1\u4e00\u6837\uff0c\u4e00\u65e6\u6280\u672f\u8d70\u5411\u6210\u719f\u5e76\u5230\u8fbe\u62d0\u70b9\uff0c\u5e02\u573a\u5c31\u4f1a\u51fa\u73b0\u7ec6\u5206\u3002<\/span>\u9ad8\u541e\u5410\u91cf\u4f46\u4f4e\u751f\u6210\u901f\u5ea6\u7684\u7248\u672c\u9002\u7528\u4e8e\u514d\u8d39\u5c42\u7ea7\uff1b\u4e2d\u7b49\u5c42\u7ea7\u5219\u4f1a\u63d0\u4f9b\u66f4\u5927\u7684\u6a21\u578b\u3001\u66f4\u5feb\u7684\u751f\u6210\u901f\u5ea6\u4ee5\u53ca\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u8f93\u5165\u7a97\u53e3\uff0c\u5bf9\u5e94\u4e0d\u540c\u7684\u5b9a\u4ef7\u533a\u95f4\u3002<\/span>\u6b63\u5982\u5927\u5bb6\u5728\u5404\u7c7b\u4e91\u670d\u52a1\u4e2d\u6240\u89c1\uff0c\u4ece\u514d\u8d39\u5c42\u7ea7\u5230\u6bcf\u767e\u4e07<\/span>Token\u6536\u8d393\u7f8e\u5143\u30016\u7f8e\u5143\u7684\u9636\u68af\u5b9a\u4ef7\u6a21\u5f0f\u5df2\u7ecf\u51fa\u73b0\u3002<\/span><\/p>\n

\u4e1a\u754c\u90fd\u5728\u81f4\u529b\u4e8e\u4e0d\u65ad\u7a81\u7834\u80fd\u529b\u8fb9\u754c\uff0c\u56e0\u4e3a\u6a21\u578b\u53c2\u6570\u8d8a\u5927\u5c31\u8d8a\u667a\u80fd\uff0c\u8f93\u5165\u7684\u4e0a\u4e0b\u6587\u8d8a\u957f\u5219\u76f8\u5173\u6027\u8d8a\u9ad8\u3002\u800c\u5728\u66f4\u5feb\u7684\u751f\u6210\u901f\u5ea6\u4e0b\uff0c\u7cfb\u7edf\u80fd\u66f4\u597d\u5730\u8fdb\u884c\u601d\u8003\u4e0e\u8fed\u4ee3\uff0c\u4ece\u800c\u50ac\u751f\u51fa\u66f4\u806a\u660e\u7684<\/span>AI\u6a21\u578b\uff0c\u6bcf\u4e00\u6b21\u6027\u80fd\u7684\u8dc3\u5347\u90fd\u8d4b\u4e88\u4e86\u670d\u52a1\u66f4\u9ad8\u7684\u6ea2\u4ef7\u7a7a\u95f4\u3002\u672a\u6765\u53ef\u80fd\u4f1a\u51fa\u73b0\u6536\u8d39\u9ad8\u8fbe45\u7f8e\u5143\u751a\u81f3\u6bcf\u767e\u4e07Token\u6536\u8d39150\u7f8e\u5143\u7684\u9ad8\u7ea7\u6a21\u578b\u670d\u52a1\uff0c\u4e13\u95e8\u4e3a\u5904\u4e8e\u5173\u952e\u7814\u53d1\u8def\u5f84\u6216\u8fdb\u884c\u957f\u671f\u590d\u6742\u7814\u7a76\u3001\u5bf9Token\u751f\u6210\u901f\u5ea6\u6709\u6781\u9ad8\u8981\u6c42\u7684\u7528\u6237\u63d0\u4f9b\u652f\u6301\u3002\u4e0d\u8fc7\u4ece\u73b0\u5b9e\u6765\u770b\uff0c\u5982\u679c\u4e00\u4e2a\u7814\u7a76\u56e2\u961f\u6bcf\u5929\u6d88\u8017\u4e94\u5343\u4e07\u4e2aToken\uff0c\u4ee5\u6bcf\u767e\u4e07150\u7f8e\u5143\u8ba1\u4ef7\uff0c\u8fd9\u6837\u7684\u6210\u672c\u662f\u96be\u4ee5\u627f\u53d7\u7684\u3002\u4f46\u6211\u4eec\u575a\u4fe1\u9636\u68af\u5316\u4e0e\u7ec6\u5206\u5316\u5c31\u662fAI\u4ea7\u4e1a\u7684\u672a\u6765\u53d1\u5c55\u65b9\u5411\u3002AI\u6280\u672f\u5fc5\u987b\u4ece\u786e\u7acb\u81ea\u8eab\u4ef7\u503c\u548c\u5b9e\u7528\u6027\u8d77\u6b65\uff0c\u4e0d\u65ad\u8fed\u4ee3\u5347\u7ea7\uff0c\u672a\u6765\u5927\u591a\u6570AI\u670d\u52a1\u90fd\u5c06\u91c7\u7528\u8fd9\u79cd\u591a\u5c42\u7ea7\u7684\u6a21\u5f0f\u3002<\/span><\/p>\n

7.\u4ece<\/span>Hopper\u5230Vera Rubin\uff1a\u7a81\u7834\u6027\u80fd\u4e0e\u541e\u5410\u91cf\u6781\u9650<\/span><\/h2>\n

\u56de\u987e<\/span>Hopper\u67b6\u6784\uff0c\u5927\u5bb6\u672c\u5c31\u9884\u671f\u4e0b\u4e00\u4ee3\u4ea7\u54c1\u6027\u80fd\u4f1a\u6709\u6240\u63d0\u5347\uff0c\u4f46Grace Blackwell\u7684\u98de\u8dc3\u5e45\u5ea6\u8d85\u4e4e\u6240\u6709\u4eba\u60f3\u8c61\u3002Grace Blackwell\u5728\u514d\u8d39\u5c42\u7ea7\u5b9e\u73b0\u4e86\u541e\u5410\u91cf\u7684\u6781\u5927\u63d0\u5347\uff0c\u800c\u8fd9\u6b63\u662f\u4f01\u4e1a\u5b9e\u73b0\u670d\u52a1\u53d8\u73b0\u7684\u6838\u5fc3\u9886\u57df\uff0c\u5176\u541e\u5410\u91cf\u76f4\u63a5\u8dc3\u5347\u4e8635\u500d\u3002\u6b63\u5982\u5404\u884c\u5404\u4e1a\u7684\u5546\u4e1a\u903b\u8f91\u4e00\u6837\uff1a\u670d\u52a1\u5c42\u7ea7\u8d8a\u9ad8\uff0c\u5bf9\u5e94\u7684\u8d28\u91cf\u4e0e\u6027\u80fd\u8d8a\u597d\uff0c\u4f46\u53ef\u7528\u5bb9\u91cf\u76f8\u5bf9\u8d8a\u4f4e\u3002\u6211\u4eec\u5728\u5c06\u57fa\u7840\u5c42\u7ea7\u6027\u80fd\u63d0\u534735\u500d\u7684\u540c\u65f6\uff0c\u8fd8\u5f15\u5165\u4e86\u5168\u65b0\u7684\u670d\u52a1\u5c42\u7ea7\uff0c\u8fd9\u5c31\u662fGrace Blackwell\u76f8\u8f83\u4e8eHopper\u5b9e\u73b0\u7684\u5de8\u5927\u8de8\u8d8a\u3002<\/span><\/p>\n

\u63a5\u4e0b\u6765\u767b\u573a\u7684\u662f<\/span>Vera Rubin\u3002\u5728\u6bcf\u4e00\u4e2a\u7ec6\u5206\u670d\u52a1\u5c42\u7ea7\u4e0a\u6211\u4eec\u90fd\u5b9e\u73b0\u4e86\u541e\u5410\u91cf\u7684\u98de\u8dc3\u3002\u7279\u522b\u662f\u5728\u5e73\u5747\u552e\u4ef7\u6700\u9ad8\u3001\u6700\u5177\u5546\u4e1a\u4ef7\u503c\u7684\u9876\u5c42\u7ec6\u5206\u5e02\u573a\u4e2d\uff0c\u6211\u4eec\u5c06\u541e\u5410\u91cf\u63d0\u5347\u4e86\u6574\u657410\u500d\u3002\u5728\u9876\u5c16\u9886\u57df\u5b9e\u73b0\u5982\u6b64\u5e45\u5ea6\u7684\u6027\u80fd\u8de8\u8d8a\u662f\u6781\u5176\u8270\u96be\u7684\u5de5\u7a0b\u6311\u6218\u3002\u8fd9\u6b63\u662fNVLink72\u7684\u4f18\u52bf\u6240\u5728\uff0c\u4e5f\u662f\u6781\u4f4e\u5ef6\u8fdf\u67b6\u6784\u5e26\u6765\u7684\u5de8\u5927\u7ea2\u5229\u3002\u901a\u8fc7\u6781\u81f4\u7684\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1\uff0c\u6211\u4eec\u6210\u529f\u62d4\u9ad8\u4e86\u6574\u4e2a\u884c\u4e1a\u7684\u6280\u672f\u4e0a\u9650\u3002<\/span><\/p>\n

\u4ece\u5ba2\u6237\u7684\u5b9e\u9645\u8fd0\u8425\u89d2\u5ea6\u6765\u770b\uff0c\u5047\u8bbe\u4e00\u4e2a\u6570\u636e\u4e2d\u5fc3\u53ea\u6709<\/span>1\u5409\u74e6\u7684\u7535\u529b\u603b\u5bb9\u91cf\uff0c\u6211\u4eec\u9700\u8981\u8fdb\u884c\u7cbe\u7ec6\u7684\u7b97\u529b\u5206\u914d\uff1a\u6bd4\u5982\u5c06\u540425%\u7684\u7b97\u529b\u5206\u522b\u6295\u5165\u5230\u514d\u8d39\u3001\u4e2d\u7ea7\u3001\u9ad8\u7ea7\u548cPremium\u5c42\u7ea7\u4e2d\u3002\u514d\u8d39\u5c42\u7ea7\u7528\u4e8e\u83b7\u5ba2\uff0c\u800c\u9876\u5c42\u670d\u52a1\u5219\u9762\u5411\u6700\u5177\u4ef7\u503c\u7684\u5ba2\u6237\u7fa4\uff0c\u4e24\u8005\u7ed3\u5408\u6700\u7ec8\u8f6c\u5316\u4e3a\u4e1a\u52a1\u8425\u6536\u3002\u5728\u76f8\u540c\u7684\u8d44\u6e90<\/a>\u9650\u5236\u4e0b\uff0cBlackwell\u67b6\u6784\u80fd\u591f\u521b\u9020\u4e94\u500d\u4ee5\u4e0a\u7684\u6536\u5165\uff0c\u800cVera Rubin\u540c\u6837\u80fd\u5b9e\u73b0\u4e94\u500d\u7684\u8425\u6536\u589e\u957f\u3002\u56e0\u6b64\u5ba2\u6237\u5e94\u8be5\u5c3d\u65e9\u5411Vera Rubin\u67b6\u6784\u8fc1\u79fb\uff0c\u8fd9\u4e0d\u4ec5\u80fd\u663e\u8457\u63d0\u5347\u541e\u5410\u91cf\uff0c\u8fd8\u80fd\u5927\u5e45\u964d\u4f4e\u5355Token\u7684\u751f\u6210\u6210\u672c\u3002<\/span><\/p>\n

8.\u62e5\u62b1<\/span>Groq\uff1a\u89e3\u8026\u63a8\u7406\u4e0e\u7b97\u529b\u67b6\u6784\u7684\u6df1\u5ea6\u878d\u5408<\/span><\/h2>\n

\u4f46\u6211\u4eec\u7684\u8ffd\u6c42\u4e0d\u6b62\u4e8e\u6b64\u3002\u5b9e\u73b0\u8d85\u9ad8\u541e\u5410\u91cf\u9700\u8981\u6d77\u91cf\u7684<\/span>FLOPS\u7b97\u529b\u652f\u6491\uff0c\u800c\u5b9e\u73b0\u6781\u4f4e\u5ef6\u8fdf\u548c\u9ad8\u9891\u4ea4\u4e92\u5219\u9ad8\u5ea6\u4f9d\u8d56\u5e9e\u5927\u7684\u5185\u5b58\u5e26\u5bbd\u3002\u7531\u4e8e\u7cfb\u7edf\u82af\u7247\u7684\u7269\u7406\u8868\u9762\u79ef\u603b\u662f\u6709\u9650\u7684\uff0c\u8ba1\u7b97\u673a\u67b6\u6784\u5f80\u5f80\u96be\u4ee5\u540c\u65f6\u517c\u987e\u6781\u9ad8\u7684FLOPS\u4e0e\u6781\u81f4\u7684\u5e26\u5bbd\u3002\u5728\u5e95\u5c42\u8bbe\u8ba1\u4e0a\uff0c\u4f18\u5316\u9ad8\u541e\u5410\u91cf\u4e0e\u4f18\u5316\u4f4e\u5ef6\u8fdf\u672c\u8d28\u4e0a\u662f\u76f8\u4e92\u77db\u76fe\u7684\u3002<\/span><\/p>\n

\u4e3a\u4e86\u6253\u7834\u8fd9\u4e00\u7269\u7406\u74f6\u9888\uff0c\u6211\u4eec\u6536\u8d2d<\/a>\u4e86<\/span>Groq\u82af\u7247\u7814\u53d1\u56e2\u961f\u5e76\u83b7\u5f97\u4e86\u76f8\u5173\u6280\u672f\u6388\u6743\u3002\u53cc\u65b9\u4e00\u76f4\u5728\u901a\u529b\u5408\u4f5c\u6574\u5408\u7cfb\u7edf\u67b6\u6784\u3002\u5982\u4eca\u5728\u6700\u5177\u5546\u4e1a\u4ef7\u503c\u7684\u9ad8\u7aef\u5c42\u7ea7\u4e2d\uff0c\u6211\u4eec\u5c06\u6027\u80fd\u518d\u5ea6\u63d0\u5347\u4e8635\u500d\u3002NVIDIA\u4e4b\u6240\u4ee5\u80fd\u5728\u7edd\u5927\u591a\u6570AI\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u5360\u636e\u7edd\u5bf9\u7684\u4e3b\u5bfc\u5730\u4f4d\uff0c\u6839\u672c\u539f\u56e0\u5c31\u5728\u4e8e\u6211\u4eec\u6df1\u523b\u7406\u89e3\u541e\u5410\u91cf\u5728\u8fd9\u4e00\u9886\u57df\u7684\u91cd\u8981\u6027\u3002NVLink72\u5c55\u73b0\u51fa\u4e86\u98a0\u8986\u6027\u7684\u67b6\u6784\u4f18\u52bf\uff0c\u5b83\u662f\u76ee\u524d\u6700\u6b63\u786e\u7684\u6280\u672f\u8def\u5f84\uff0c\u5373\u4f7f\u5728\u5f15\u5165Groq\u6280\u672f\u540e\uff0c\u5176\u6838\u5fc3\u5730\u4f4d\u4f9d\u7136\u575a\u5982\u78d0\u77f3\u3002<\/span><\/p>\n

\u7136\u800c\u5982\u679c\u6211\u4eec\u5411\u5916\u5927\u5e45\u5ef6\u4f38\u9700\u6c42\u573a\u666f\uff0c\u5047\u8bbe\u4f60\u9700\u8981\u63d0\u4f9b\u7684\u670d\u52a1\u4e0d\u518d\u662f\u6bcf\u79d2<\/span>400\u4e2aToken\uff0c\u800c\u662f\u6bcf\u79d21000\u4e2aToken\u7684\u8d85\u9ad8\u901f\u751f\u6210\uff0cNVLink72\u53d7\u9650\u4e8e\u5e26\u5bbd\u74f6\u9888\u5c06\u529b\u4e0d\u4ece\u5fc3\u3002\u8fd9\u6b63\u662fGroq\u5927\u663e\u8eab\u624b\u7684\u9886\u57df\u3002Groq\u6280\u672f\u8d85\u8d8a\u4e86\u73b0\u6709\u6781\u9650\uff0c\u751a\u81f3\u7a81\u7834\u4e86NVLink72\u6240\u80fd\u89e6\u53ca\u7684\u6027\u80fd\u5929\u82b1\u677f\u3002\u5982\u679c\u5c06\u6280\u672f\u8f6c\u5316\u4e3a\u5b9e\u9645\u6536\u76ca\uff0cVera Rubin\u7684\u521b\u6536\u80fd\u529b\u662fBlackwell\u76845\u500d\u3002\u5982\u679c\u4f60\u7684\u4e3b\u8981\u4e1a\u52a1\u662f\u9ad8\u541e\u5410\u91cf\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u6211\u5efa\u8bae100%\u90e8\u7f72Vera Rubin\uff1b\u4f46\u5982\u679c\u4f60\u7684\u4e1a\u52a1\u6d89\u53ca\u5927\u91cf\u4ee3\u7801\u7f16\u5199\u6216\u6781\u9ad8\u4ef7\u503c\u7684Token\u751f\u6210\u4efb\u52a1\uff0c\u5f15\u5165Groq\u5c06\u662f\u660e\u667a\u4e4b\u4e3e\u3002\u4e00\u79cd\u5408\u7406\u7684\u8d44\u6e90\u914d\u7f6e\u662f\u5c06Groq\u90e8\u7f72\u5728\u7ea625%\u7684\u6570\u636e\u4e2d\u5fc3\u8282\u70b9\u4e2d\uff0c\u5269\u4f5975%\u5168\u90e8\u91c7\u7528Vera Rubin\u3002\u901a\u8fc7\u5c06\u4e24\u8005\u6df1\u5ea6\u878d\u5408\uff0c\u6211\u4eec\u53ef\u4ee5\u8fdb\u4e00\u6b65\u62d3\u5c55\u7cfb\u7edf\u7684\u6027\u80fd\u8fb9\u754c\u3002<\/span><\/p>\n

Groq\u7684\u8ba1\u7b97\u7cfb\u7edf\u4e4b\u6240\u4ee5\u6781\u5177\u5438\u5f15\u529b\uff0c\u662f\u56e0\u4e3a\u5b83\u91c7\u7528\u4e86<\/span>\u786e\u5b9a\u6027\u7684\u6570\u636e\u6d41\u5904\u7406\u5668\u67b6\u6784\u3002<\/span>\u5b83\u5b8c\u5168\u4f9d\u8d56\u9759\u6001\u7f16\u8bd1\u548c\u7f16\u8bd1\u5668\u8c03\u5ea6\uff0c\u7531\u8f6f\u4ef6\u9884\u5148\u7cbe\u51c6\u8ba1\u7b97\u5e76\u8c03\u5ea6\u6267\u884c\u65f6\u673a\uff0c\u786e\u4fdd\u7b97\u529b\u4e0e\u6570\u636e\u540c\u6b65\u5230\u8fbe\u3002\u8fd9\u79cd\u67b6\u6784\u5f7b\u5e95\u6452\u5f03\u4e86\u52a8\u6001\u8c03\u5ea6\u5e76\u914d\u5907\u4e86\u6d77\u91cf\u7684<\/span>SRAM\uff0c\u662f\u4e13\u95e8\u4e3aAI\u63a8\u7406\u8fd9\u4e00\u5355\u4e00\u5de5\u4f5c\u8d1f\u8f7d\u91cf\u8eab\u5b9a\u5236\u7684\u3002\u968f\u7740\u5168\u7403\u5bf9\u8d85\u667a\u80fd\u3001\u9ad8\u901fToken\u7684\u751f\u6210\u9700\u6c42\u5448\u6307\u6570\u7ea7\u7206\u53d1\uff0c\u8fd9\u79cd\u7cfb\u7edf\u96c6\u6210\u7684\u4ef7\u503c\u5c06\u65e5\u76ca\u51f8\u663e\u3002<\/span><\/p>\n

\u5728\u8fd9\u4e2a\u4f53\u7cfb\u4e2d\u5b58\u5728\u7740\u4e24\u79cd\u8d70\u5411\u6781\u7aef\u7684\u5904\u7406\u5668\u67b6\u6784\uff1a\u4e00\u9897<\/span>Vera Rubin\u82af\u7247\u62e5\u6709288GB\u7684\u5e9e\u5927\u663e\u5b58\uff1b\u800c\u5982\u679c\u8981\u627f\u8f7dRubin\u7ea7\u522b\u7684\u6d77\u91cf\u6a21\u578b\u53c2\u6570\u4ee5\u53ca\u5e9e\u5927\u7684\u4e0a\u4e0b\u6587\u548cKV\u7f13\u5b58(KV Cache)\uff0c\u5219\u9700\u8981\u5806\u53e0\u6570\u91cf\u60ca\u4eba\u7684Groq\u82af\u7247\u3002\u5e9e\u5927\u7684\u5185\u5b58\u9700\u6c42\u66fe\u4e00\u5ea6\u9650\u5236\u4e86Groq\u8fdb\u5165\u4e3b\u6d41\u5e02\u573a\uff0c\u76f4\u5230\u6211\u4eec\u6784\u601d\u51fa\u4e00\u4e2a\u7edd\u5999\u7684\u89e3\u51b3\u65b9\u6848——\u901a\u8fc7\u4e00\u6b3e\u540d\u4e3aDynamo\u7684\u8f6f\u4ef6\u5b9e\u73b0\u5b8c\u5168\u7684\u89e3\u8026\u63a8\u7406(Disaggregated Inference)\u3002<\/span><\/p>\n

\u6211\u4eec\u5f7b\u5e95\u91cd\u6784\u4e86<\/span>AI\u63a8\u7406\u6d41\u6c34\u7ebf\u7684\u6267\u884c\u65b9\u5f0f\u3002\u6211\u4eec\u5c06\u6700\u64c5\u957f\u9ad8\u541e\u5410\u91cf\u8ba1\u7b97\u7684\u4efb\u52a1\u4ea4\u7ed9Vera Rubin\u5904\u7406\uff0c\u540c\u65f6\u5c06\u89e3\u7801\u751f\u6210\u3001\u4f4e\u5ef6\u8fdf\u54cd\u5e94\u4ee5\u53ca\u53d7\u5e26\u5bbd\u74f6\u9888\u5236\u7ea6\u7684\u5de5\u4f5c\u8d1f\u8f7d\u5378\u8f7d\u7ed9Groq\u3002\u5c31\u8fd9\u6837\u6211\u4eec\u5c06\u4e24\u79cd\u7279\u6027\u622a\u7136\u4e0d\u540c\u7684\u5904\u7406\u5668\u5b8c\u7f8e\u7edf\u4e00\u3002\u4e3a\u4e86\u89e3\u51b3\u6d77\u91cf\u5185\u5b58\u9700\u6c42\uff0c\u6211\u4eec\u53ea\u9700\u6a2a\u5411\u6269\u5c55\u5927\u91cfGroq\u82af\u7247\u6765\u6269\u5145\u5185\u5b58\u5bb9\u91cf\u3002\u5bf9\u4e8e\u4e07\u4ebf\u53c2\u6570\u7ea7\u522b\u7684\u8d85\u5927\u6a21\u578b\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u5176\u5b8c\u6574\u90e8\u7f72\u5728Groq\u82af\u7247\u96c6\u7fa4\u4e2d\uff1b\u540c\u65f6Vera Rubin\u5728\u4e00\u65c1\u534f\u540c\u5de5\u4f5c\uff0c\u8d1f\u8d23\u5b58\u50a8\u5904\u7406\u590d\u6742\u667a\u80fd\u4f53(Agentic AI)\u7cfb\u7edf\u6240\u9700\u7684\u5e9e\u5927KV\u7f13\u5b58\u3002<\/span><\/p>\n

\u57fa\u4e8e\u89e3\u8026\u63a8\u7406\u7684\u6982\u5ff5\uff0c<\/span>Vera Rubin\u8d1f\u8d23\u5904\u7406\u76f8\u5bf9\u7b80\u5355\u7684\u9884\u586b\u5145(Pre-fill)\u73af\u8282\uff0c\u800cGroq\u5219\u6df1\u5ea6\u53c2\u4e0e\u89e3\u7801(Decode)\u8fc7\u7a0b\u3002\u89e3\u7801\u9636\u6bb5\u4e2d\u8ba1\u7b97\u5bc6\u96c6\u7684\u6ce8\u610f\u529b(Attention)\u673a\u5236\u7531Vera Rubin\u627f\u62c5\uff0c\u800c\u524d\u9988\u7f51\u7edc(Feedforward Network)\u4ee5\u53ca\u6700\u7ec8\u7684Token\u751f\u6210\u5219\u5728Groq\u82af\u7247\u4e0a\u6267\u884c\u3002\u8fd9\u4e24\u5927\u7cfb\u7edf\u901a\u8fc7\u4ee5\u592a\u7f51(Ethernet)\u7d27\u5bc6\u8026\u5408\uff0c\u5e76\u901a\u8fc7\u7279\u6b8a\u4f20\u8f93\u6a21\u5f0f\u5c06\u7f51\u7edc\u5ef6\u8fdf\u524a\u51cf\u4e86\u8fd1\u4e00\u534a\u3002\u5728\u8fd9\u4e00\u5f3a\u5927\u7684\u786c\u4ef6\u5e95\u5ea7\u4e4b\u4e0a\uff0c\u6211\u4eec\u8fd0\u884c\u4e86\u4e13\u4e3aAI\u5de5\u5382\u6253\u9020\u7684\u5353\u8d8a\u64cd\u4f5c\u7cfb\u7edfDynamo\uff0c\u6700\u7ec8\u5b9e\u73b0\u4e86\u9ad8\u8fbe35\u500d\u7684\u6027\u80fd\u98de\u8dc3\uff0c\u66f4\u5e26\u6765\u4e86\u5168\u7403\u524d\u6240\u672a\u89c1\u7684Token\u751f\u6210\u5c42\u7ea7\u63a8\u7406\u6027\u80fd\u3002\u8fd9\u5c31\u662f\u6574\u5408\u4e86Groq\u6280\u672f\u7684\u65b0\u4e00\u4ee3Vera Rubin\u7cfb\u7edf\u3002<\/span><\/p>\n

\u5728\u6b64\u6211\u8981\u7279\u522b\u611f\u8c22<\/span>Samsung\u3002\u4ed6\u4eec\u4e3a\u6211\u4eec\u4ee3\u5de5\u5236\u9020\u4e86Groq LP30\u82af\u7247\uff0c\u76ee\u524d\u4ea7\u7ebf\u6b63\u5728\u5168\u529b\u8fd0\u8f6c\uff0c\u82af\u7247\u5df2\u5168\u9762\u8fdb\u5165\u91cf\u4ea7\u9636\u6bb5\u3002\u9884\u8ba1\u5728\u4eca\u5e74\u7b2c\u4e09\u5b63\u5ea6\u5de6\u53f3\uff0c\u6211\u4eec\u8fd8\u5c06\u53d1\u5e03\u5347\u7ea7\u7248\u7684Groq LPX\u3002<\/span><\/p>\n

\u56de\u987e\u4ee5\u5f80\uff0c\u7531\u4e8e<\/span>NVLink72\u67b6\u6784\u7684\u6781\u5ea6\u590d\u6742\u6027\uff0cGrace Blackwell\u5728\u65e9\u671f\u7684\u6837\u7247\u6d4b\u8bd5\u9636\u6bb5\u9762\u4e34\u4e86\u5de8\u5927\u6311\u6218\uff1b\u4f46Vera Rubin\u7684\u6d4b\u8bd5\u5de5\u4f5c\u63a8\u8fdb\u5f97\u5f02\u5e38\u987a\u5229\u3002\u6b63\u5982Satya\u6240\u5ba3\u5e03\u7684\uff0c\u7b2c\u4e00\u53f0Vera Rubin\u673a\u67b6\u5df2\u5728Microsoft Azure\u4e91\u5e73\u53f0\u4e0a\u6b63\u5f0f\u70b9\u4eae\u8fd0\u884c\u3002\u6211\u4eec\u5728\u5168\u7403\u8303\u56f4\u5185\u6784\u5efa\u4e86\u6781\u5176\u5f3a\u5927\u7684\u4f9b\u5e94\u94fe\u4f53\u7cfb\uff0c\u76ee\u524d\u6bcf\u5468\u80fd\u591f\u4ea7\u51fa\u6570\u5343\u5957\u6b64\u7c7b\u5e9e\u5927\u7cfb\u7edf\uff0c\u76f8\u5f53\u4e8e\u6bcf\u4e2a\u6708\u90fd\u80fd\u4ea4\u4ed8\u6570\u5409\u74e6\u89c4\u6a21\u7684AI\u5de5\u5382\u57fa\u7840\u8bbe\u65bd\u3002\u5728\u6301\u7eed\u4ea4\u4ed8GB300\u673a\u67b6\u7684\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u5728\u5168\u9762\u91cf\u4ea7Vera Rubin\u673a\u67b6\u3002<\/span><\/p>\n

\u4e0e\u6b64\u540c\u65f6<\/span>Vera CPU\u4e5f\u53d6\u5f97\u4e86\u7a7a\u524d\u7684\u6210\u529f\u3002\u5f53\u524dAI\u5728\u6267\u884c\u5de5\u5177\u8c03\u7528(Tool Use)\u7b49\u590d\u6742\u64cd\u4f5c\u65f6\uff0c\u4f9d\u7136\u9ad8\u5ea6\u4f9d\u8d56CPU\u7684\u6307\u4ee4\u5904\u7406\u80fd\u529b\uff0cVera CPU\u7684\u67b6\u6784\u8bbe\u8ba1\u5b8c\u7f8e\u5951\u5408\u4e86\u8fd9\u4e00\u6838\u5fc3\u8bc9\u6c42\u3002Vera CPU\u4e0eBlueField\u6570\u636e\u5904\u7406\u5668\u4ee5\u53caCX9\u7f51\u5361\u6df1\u5ea6\u6574\u5408\uff0c\u5171\u540c\u63a5\u5165\u4e86BlueField-4\u7f51\u7edc\u5806\u6808\u751f\u6001\u3002\u76ee\u524d\u5168\u7403\u6240\u6709\u7684\u4e3b\u6d41\u5b58\u50a8\u4f01\u4e1a\u90fd\u5728\u79ef\u6781\u878d\u5165\u6211\u4eec\u7684\u7cfb\u7edf\u751f\u6001\u3002\u8fc7\u53bb\u662f\u4eba\u7c7b\u5728\u4f7f\u7528SQL\u67e5\u8be2\u8c03\u7528\u6570\u636e\uff0c\u800c\u672a\u6765\u5c06\u662f\u6d77\u91cf\u7684AI\u667a\u80fd\u4f53\u5728\u75af\u72c2\u8bfb\u53d6\u5b58\u50a8\u7cfb\u7edf\u3002\u8fd9\u4e9b\u7cfb\u7edf\u5fc5\u987b\u80fd\u591f\u65e0\u7f1d\u652f\u6301cuDF\u52a0\u901f\u5b58\u50a8\u3001cuVS\u52a0\u901f\u5b58\u50a8\u4ee5\u53ca\u6781\u5176\u5173\u952e\u7684\u6d77\u91cfKV\u7f13\u5b58\u8bfb\u53d6\u3002<\/span><\/p>\n

\"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\"<\/p>\n

9.\u7a81\u7834\u6469\u5c14\u5b9a\u5f8b\uff1a\u6781\u81f4\u534f\u540c\u8bbe\u8ba1\u4e0e\u8def\u7ebf\u56fe<\/span><\/h2>\n

\u4ee4\u4eba\u60ca\u53f9\u7684\u662f\uff0c\u5728\u77ed\u77ed\u4e24\u5e74\u5185\uff0c\u6211\u4eec\u5728\u4e00\u5ea7\u5409\u74e6\u7ea7\u7684<\/span>AI\u5de5\u5382\u4e2d\uff0c\u901a\u8fc7\u524d\u6240\u672a\u6709\u7684\u8f6f\u786c\u4ef6\u67b6\u6784\u521b\u65b0<\/a>\u6253\u7834\u4e86\u6469\u5c14\u5b9a\u5f8b\u539f\u672c\u53ea\u80fd\u5e26\u6765\u7684\u7ebf\u6027\u7b97\u529b\u589e\u957f\u3002\u51ed\u501f\u8fd9\u5957\u5168\u65b0\u7684\u67b6\u6784\uff0c\u6211\u4eec\u5c06Token\u751f\u6210\u901f\u7387\u4ece\u6bcf\u79d2200\u4e07\u66b4\u589e\u81f37\u4ebf\uff0c\u5b9e\u73b0\u4e86\u6574\u6574350\u500d\u7684\u60ca\u4eba\u8de8\u8d8a\u3002\u8fd9\u5c31\u662f\u6781\u81f4\u534f\u540c\u8bbe\u8ba1(Extreme Co-design)\u7684\u529b\u91cf\uff1a\u5148\u8fdb\u884c\u6df1\u5ea6\u7684\u5782\u76f4\u6574\u5408\u4e0e\u4f18\u5316\uff0c\u968f\u540e\u5c06\u5176\u6c34\u5e73\u5f00\u653e\u7ed9\u6574\u4e2a\u884c\u4e1a\u751f\u6001\u3002<\/span><\/p>\n

\u5173\u4e8e\u6211\u4eec\u7684\u4ea7\u54c1\u8def\u7ebf\u56fe\uff1a<\/span>Blackwell\u67b6\u6784\u7684Oberon\u7cfb\u7edf\u5df2\u7ecf\u5168\u9762\u95ee\u4e16\uff0c\u5e76\u4e14\u5728Rubin\u67b6\u6784\u4e2d\u6211\u4eec\u5c06\u7ee7\u7eed\u6cbf\u7528Oberon\u7cfb\u7edf\uff0c\u786e\u4fdd\u5ba2\u6237\u8f6f\u786c\u4ef6\u8d44\u4ea7\u7684\u5411\u540e\u517c\u5bb9\u3002<\/span>Oberon\u91c7\u7528\u4e86\u94dc\u7f06\u7eb5\u5411\u6269\u5c55(Scale-up)\u6280\u672f\uff0c\u540c\u65f6\u6211\u4eec\u4e5f\u652f\u6301\u901a\u8fc7\u5149\u901a\u4fe1\u5b9e\u73b0\u7cfb\u7edf\u7684\u6a2a\u5411\u6269\u5c55(Scale-out)\uff0c\u6700\u9ad8\u53ef\u6269\u5c55\u81f3NVLink576\u7684\u5e9e\u5927\u7f51\u7edc\u3002\u4e1a\u754c\u7ecf\u5e38\u8ba8\u8bbaNVIDIA\u672a\u6765\u4f1a\u62bc\u6ce8\u94dc\u7f06\u8fd8\u662f\u5149\u901a\u4fe1\uff0c\u6211\u4eec\u7684\u7b54\u6848\u662f\u4e24\u8005\u9f50\u5934\u5e76\u8fdb\u3002\u6211\u4eec\u5c06\u63a8\u51fa\u914d\u5408Kyber\u67b6\u6784\u7684NVLink144\uff0c\u5e76\u901a\u8fc7\u5149\u7ea4\u8fde\u63a5\u5c06\u91c7\u7528NVLink72\u7684Oberon\u7cfb\u7edf\u8fdb\u4e00\u6b65\u6269\u5c55\u4e3aNVLink576\u96c6\u7fa4\u3002<\/span><\/p>\n

\u4e0b\u4e00\u4ee3<\/span>Rubin Ultra\u82af\u7247\u6b63\u5728\u7d27\u9523\u5bc6\u9f13\u5730\u6d41\u7247\u4e2d\u3002\u540c\u65f6\u6211\u4eec\u8fd8\u5c06\u63a8\u51fa\u5168\u65b0\u7684LP35\u82af\u7247\uff0c\u5b83\u5c06\u9996\u53d1\u642d\u8f7dNVIDIA\u9769\u547d\u6027\u7684NVFP4\u8ba1\u7b97\u67b6\u6784\uff0c\u4e3a\u7cfb\u7edf\u5e26\u6765\u6307\u6570\u7ea7\u7684X-factor\u6027\u80fd\u52a0\u901f\u3002\u76ee\u524d\u91c7\u7528NVLink72\u5149\u5b50\u7ea7\u6269\u5c55\u3001\u642d\u8f7d\u5168\u7403\u9996\u6b3e\u5171\u5c01\u88c5\u5149\u5b66(CPO)\u5668\u4ef6Spectrum 6\u7684Oberon\u7cfb\u7edf\u5df2\u7ecf\u5168\u9762\u6295\u5165\u91cf\u4ea7\u3002<\/span><\/p>\n

\u5728\u8fd9\u4e4b\u540e\u6211\u4eec\u5c06\u8fce\u6765\u4ee3\u53f7\u4e3a<\/span>Feynman\u7684\u5168\u65b0\u4e00\u4ee3\u67b6\u6784\u3002Feynman\u4e0d\u4ec5\u62e5\u6709\u5168\u9762\u9769\u65b0\u7684GPU\uff0c\u8fd8\u5c06\u642d\u8f7d\u7531NVIDIA\u4e0eGrok\u56e2\u961f\u5f3a\u5f3a\u8054\u624b\u6253\u9020\u7684\u5168\u65b0LPU——LP40\u82af\u7247\u3002\u4e0e\u4e4b\u914d\u5957\u7684\u8fd8\u6709\u4ee3\u53f7\u4e3aRosa\u7684\u5168\u65b0CPU\u4ee5\u53ca\u65b0\u4e00\u4ee3BlueField-5\u6570\u636e\u5904\u7406\u5668\uff0c\u8d1f\u8d23\u5c06\u65b0\u4e00\u4ee3CPU\u4e0eSuperNIC CX10\u7d27\u5bc6\u8fde\u63a5\u3002\u5728Feynman\u67b6\u6784\u4e0b\uff0c\u6211\u4eec\u5c06\u63d0\u4f9b\u57fa\u4e8e\u94dc\u7f06\u7684Kyber\u7eb5\u5411\u6269\u5c55\u65b9\u6848\uff0c\u4ee5\u53ca\u57fa\u4e8eCPO\u6280\u672f\u7684Kyber\u5149\u901a\u4fe1\u7eb5\u5411\u6269\u5c55\u65b9\u6848\u3002\u8fd9\u662f\u6211\u4eec\u9996\u6b21\u5728\u7eb5\u5411\u6269\u5c55\u9886\u57df\u540c\u65f6\u5e76\u884c\u63a8\u8fdb\u94dc\u7f06\u548c\u5171\u5c01\u88c5\u5149\u5b66\u6280\u672f\u8def\u7ebf\u3002\u94dc\u7f06\u8fde\u63a5\u4f9d\u7136\u81f3\u5173\u91cd\u8981\uff0c\u4f46\u540c\u65f6\u6211\u4eec\u4e5f\u5fc5\u987b\u5927\u89c4\u6a21\u63d0\u5347\u5149\u901a\u4fe1\u7684\u8fde\u63a5\u89c4\u6a21\u548cCPO\u4ea7\u80fd\uff0c\u4ee5\u5e94\u5bf9\u65e5\u76ca\u66b4\u6da8\u7684\u7b97\u529b\u9700\u6c42\u3002<\/span><\/p>\n

10.NVIDIA DSX\u4e0e\u4e0b\u4e00\u4ee3\u8d85\u7ea7AI\u5de5\u5382<\/span><\/h2>\n

NVIDIA\u6b63\u4ee5\u6bcf\u5e74\u4e00\u6b21\u7684\u6781\u901f\u8282\u594f\u63a8\u8fdb\u67b6\u6784\u8fed\u4ee3\uff0c\u5e76\u5df2\u4ece\u4e00\u5bb6\u82af\u7247\u516c\u53f8\u5f7b\u5e95\u8715\u53d8\u4e3a\u63d0\u4f9bAI\u5de5\u5382\u548c\u57fa\u7840\u8bbe\u65bd\u7684\u7cfb\u7edf\u7ea7\u516c\u53f8\u3002\u76ee\u524d\u5728\u5168\u7403\u6b63\u5efa\u8bbe\u7684\u5e9e\u5927AI\u5de5\u5382\u4e2d\uff0c\u7531\u4e8e\u7f3a\u4e4f\u7cfb\u7edf\u7ea7\u4f18\u5316\u5b58\u5728\u7740\u5de8\u5927\u7684\u7b97\u529b\u548c\u80fd\u6e90\u6d6a\u8d39\u3002\u8bb8\u591a\u5e95\u5c42\u7ec4\u4ef6\u5728\u8fdb\u5165\u6570\u636e\u4e2d\u5fc3\u4e4b\u524d\u4ece\u672a\u8fdb\u884c\u8fc7\u8054\u5408\u8bbe\u8ba1\u4e0e\u8c03\u8bd5\u3002<\/span><\/p>\n

\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u75db\u70b9\uff0c<\/span>\u6211\u4eec\u6253\u9020\u4e86<\/span>Omniverse\u53ca\u5176\u5ef6\u4f38\u7684DSX\u5e73\u53f0\u3002<\/span>\u8fd9\u662f\u4e00\u4e2a\u8ba9\u5168\u7403\u4ea7\u4e1a\u94fe\u4f19\u4f34\u80fd\u591f\u5728\u865a\u62df\u4e16\u754c\u4e2d\u5171\u540c\u534f\u4f5c\u3001\u8054\u5408\u8bbe\u8ba1\u5409\u74e6\u7ea7\u8d85\u7ea7<\/span>AI\u5de5\u5382\u7684\u6570\u5b57\u5b6a\u751f\u5e73\u53f0\u3002\u6211\u4eec\u62e5\u6709\u6db5\u76d6\u673a\u67b6\u7ed3\u6784\u3001\u673a\u68b0\u7269\u7406\u3001\u70ed\u529b\u5b66\u6563\u70ed\u3001\u7535\u6c14\u5de5\u7a0b\u4ee5\u53ca\u590d\u6742\u7f51\u7edc\u62d3\u6251\u7684\u5168\u5957\u7269\u7406\u7ea7\u6a21\u62df\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u4eff\u771f\u80fd\u529b\u5df2\u6df1\u5ea6\u96c6\u6210\u5230\u6211\u4eec\u5168\u7403\u751f\u6001\u4f19\u4f34\u7684\u4e13\u4e1a\u5de5\u4e1a\u8f6f\u4ef6\u4e2d\u3002\u6b64\u5916DSX\u5e73\u53f0\u8fd8\u80fd\u76f4\u63a5\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u7535\u7f51\u8fde\u63a5\uff0c\u52a8\u6001\u7edf\u7b79\u8c03\u5ea6\u6570\u636e\u4e2d\u5fc3\u529f\u8017\u4e0e\u7535\u7f51\u8d1f\u8377\u4ee5\u8282\u7ea6\u80fd\u6e90\u3002\u5728\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u6211\u4eec\u5f15\u5165\u4e86Max-Q\u6280\u672f\uff0c\u5728\u4f9b\u7535\u3001\u51b7\u5374\u53ca\u5404\u7c7b\u786c\u4ef6\u8bbe\u65bd\u4e4b\u95f4\u8fdb\u884c\u52a8\u6001\u8d1f\u8f7d\u5747\u8861\uff0c\u786e\u4fdd\u6bcf\u4e00\u5ea6\u7535\u90fd\u80fd\u8f6c\u5316\u4e3a\u6700\u6781\u81f4\u7684Token\u541e\u5410\u91cf\u3002\u5728\u8fd9\u4e2a\u5b8f\u5927\u7684\u7cfb\u7edf\u5de5\u7a0b\u4e2d\uff0c\u6211\u6df1\u4fe1\u81f3\u5c11\u8fd8\u80fd\u6316\u6398\u51fa\u4e24\u500d\u4ee5\u4e0a\u7684\u6027\u80fd\u63d0\u5347\u7a7a\u95f4\u3002<\/span><\/p>\n

NVIDIA DSX\u662f\u4e00\u5f20\u7528\u4e8e\u8bbe\u8ba1\u548c\u8fd0\u8425AI\u5de5\u5382\u7684Omniverse\u6570\u5b57\u5b6a\u751f\u84dd\u56fe\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u4e30\u5bcc\u7684API\u63a5\u5165\uff1a\u4f7f\u7528DSXsim\u8fdb\u884c\u7269\u7406\u3001\u7535\u6c14\u4e0e\u70ed\u80fd\u4eff\u771f\uff1b\u901a\u8fc7DSxExchange\u7ba1\u7406AI\u5de5\u5382\u7684\u8fd0\u8425\u6570\u636e<\/a>\uff1b\u5229\u7528DSxFlex\u5b9e\u73b0\u4e0e\u7535\u7f51\u7684\u52a8\u6001\u529f\u7387\u534f\u540c\uff1b\u6700\u540e\u7531DSX Max-Q\u52a8\u6001\u6700\u5927\u5316Token\u541e\u5410\u91cf\u3002\u8fd9\u4e00\u6d41\u7a0b\u59cb\u4e8eNVIDIA\u4e0e\u5404\u5927\u8bbe\u5907\u5236\u9020\u5546\u63d0\u4f9b\u7684\u4eff\u771f\u5c31\u7eea(Sim-ready)\u8d44\u4ea7\uff0c\u4ea4\u7531PTC Windchill PLM\u8fdb\u884c\u7ba1\u7406\uff0c\u968f\u540e\u5bfc\u5165\u8fbe\u7d22\u7cfb\u7edf\u76843DExperience\u5e73\u53f0\u8fdb\u884c\u57fa\u4e8e\u6a21\u578b\u7684\u7cfb\u7edf\u5de5\u7a0b(MBSE)\u8bbe\u8ba1\u3002\u5de5\u7a0b\u4f01\u4e1a\u53ef\u5c06\u6570\u636e\u65e0\u7f1d\u5bfc\u5165\u81ea\u5b9a\u4e49\u7684Omniverse\u5e94\u7528\u4e2d\u5b8c\u6210\u6700\u7ec8\u5382\u623f\u8bbe\u8ba1\u3002\u5728\u865a\u62df\u9a8c\u8bc1\u73af\u8282\uff0c\u6211\u4eec\u8c03\u7528\u897f\u95e8\u5b50Star-CCM+\u8fdb\u884c\u5916\u90e8\u70ed\u5206\u6790\uff0c\u4f7f\u7528Cadence Reality\u8fdb\u884c\u5185\u90e8\u70ed\u5206\u6790\uff0c\u5229\u7528ETAP\u8fdb\u884c\u7535\u6c14\u4eff\u771f\uff0c\u6700\u540e\u4f9d\u9760NVIDIA\u7684\u7f51\u7edc\u6a21\u62df\u5668DSx Air\u914d\u5408Procore\u5e73\u53f0\u5b8c\u6210\u865a\u62df\u8c03\u8bd5\u3002<\/span><\/p>\n

\u5f53\u7269\u7406\u7ad9\u70b9\u843d\u6210\u4e0a\u7ebf\u540e\uff0c\u6570\u5b57\u5b6a\u751f\u5c06\u8f6c\u5316\u4e3a\u5de5\u5382\u7684\u8fd0\u8425\u8005\u3002<\/span>AI\u667a\u80fd\u4f53\u5c06\u4e0eDSX Max-Q\u534f\u540c\u5de5\u4f5c\uff0c\u52a8\u6001\u7f16\u6392\u57fa\u7840\u8bbe\u65bd\u3002Phaedrus Agent\u8d1f\u8d23\u76d1\u7763\u51b7\u5374\u548c\u7535\u529b\u7cfb\u7edf\u4ee5\u6301\u7eed\u4f18\u5316\u80fd\u6e90\u6548\u7387\uff1bEmerald AI Agent\u5219\u8d1f\u8d23\u89e3\u8bfb\u5b9e\u65f6\u7535\u7f51\u9700\u6c42\u4fe1\u53f7\u5e76\u52a8\u6001\u8c03\u6574\u529f\u7387\u3002Omniverse\u7684\u521d\u8877\u5c31\u662f\u6784\u5efa\u4e16\u754c\u7684\u6570\u5b57\u5b6a\u751f\uff0c\u800cDSX\u6b63\u662f\u6211\u4eec\u5168\u65b0\u7684AI\u5de5\u5382\u5e73\u53f0\u3002<\/span><\/p>\n

\u4e0d\u4ec5\u5982\u6b64\uff0c<\/span>NVIDIA\u7684\u76ee\u5149\u5df2\u7ecf\u6295\u5411\u592a\u7a7a\u3002Thor\u82af\u7247\u5df2\u987a\u5229\u901a\u8fc7\u592a\u7a7a\u8f90\u5c04\u8ba4\u8bc1\u5e76\u6210\u529f\u90e8\u7f72\u5728\u536b\u661f\u4e2d\u7528\u4e8e\u8f68\u9053\u6210\u50cf\u3002\u672a\u6765\u6211\u4eec\u8ba1\u5212\u5728\u592a\u7a7a\u4e2d\u5efa\u8bbe\u6570\u636e\u4e2d\u5fc3\u3002\u76ee\u524d\u6211\u4eec\u6b63\u4e0e\u822a\u5929\u4f19\u4f34\u8054\u5408\u7814\u53d1\u540d\u4e3aVera Rubin Space One\u7684\u65b0\u578b\u8ba1\u7b97\u673a\uff0c\u5b83\u5c06\u6210\u4e3a\u4eba\u7c7b\u5728\u592a\u7a7a\u5efa\u7acb\u6570\u636e\u4e2d\u5fc3\u7684\u5148\u9a71\u3002\u7531\u4e8e\u592a\u7a7a\u73af\u5883\u4e2d\u6ca1\u6709\u70ed\u4f20\u5bfc\u548c\u5bf9\u6d41\uff0c\u53ea\u80fd\u4f9d\u9760\u70ed\u8f90\u5c04\uff0c\u8fd9\u8981\u6c42\u6211\u4eec\u7684\u5de5\u7a0b\u5e08\u5fc5\u987b\u653b\u514b\u524d\u6240\u672a\u6709\u7684\u6563\u70ed\u6280\u672f\u96be\u5173\u3002<\/span><\/p>\n

\n

\"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\"<\/p>\n

11.OpenClaw\uff1a\u5f00\u6e90\u667a\u80fd\u4f53\u751f\u6001\u7684\u7206\u53d1<\/span><\/h2>\n

\u4eca\u5929\u8457\u540d\u5f00\u53d1\u8005<\/span>Peter Steinberger\u4e5f\u6765\u5230\u4e86\u73b0\u573a\uff0c\u4ed6\u4e3b\u5bfc\u5f00\u53d1\u4e86\u4e00\u6b3e\u540d\u4e3aOpenClaw\u7684\u8f6f\u4ef6\u3002\u4e5f\u8bb8\u8fde\u4ed6\u81ea\u5df1\u90fd\u6ca1\u610f\u8bc6\u5230\u8fd9\u6b3e\u8f6f\u4ef6\u7684\u6df1\u8fdc\u5f71\u54cd\u529b\u3002\u77ed\u77ed\u6570\u5468\u5185OpenClaw\u5c31\u8e7f\u5347\u81f3\u699c\u9996\uff0c\u6210\u4e3a\u4eba\u7c7b\u5386\u53f2\u4e0a\u6700\u53d7\u6b22\u8fce\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5b83\u6781\u77ed\u65f6\u95f4\u5185\u7684\u6210\u5c31\u751a\u81f3\u8d85\u8d8a\u4e86Linux\u8fc7\u53bb\u4e09\u5341\u5e74\u7684\u79ef\u6dc0\u3002\u8fd9\u6b3e\u8f6f\u4ef6\u5177\u6709\u5212\u65f6\u4ee3\u7684\u610f\u4e49\uff0cNVIDIA\u4eca\u5929\u5728\u6b64\u6b63\u5f0f\u5ba3\u5e03\u5c06\u5168\u529b\u652f\u6301OpenClaw\u751f\u6001\u3002<\/span><\/p>\n

\u5b83\u7684\u4f7f\u7528\u95e8\u69db\u6781\u4f4e\uff0c\u5f00\u53d1\u8005\u53ea\u9700\u5728\u63a7\u5236\u53f0\u4e2d\u8f93\u5165\u4e00\u884c\u7b80\u77ed\u7684\u4ee3\u7801\uff0c\u7cfb\u7edf\u5c31\u4f1a\u81ea\u52a8\u4e0b\u8f7d<\/span>OpenClaw\u5e76\u4e3a\u4f60\u6784\u5efa\u4e00\u4e2a\u4e13\u5c5e\u7684AI Agent\uff0c\u968f\u540e\u4f60\u53ea\u9700\u7528\u81ea\u7136\u8bed\u8a00\u4e0b\u8fbe\u6307\u4ee4\u5373\u53ef\u3002Andrei Karpathy\u56e2\u961f\u4e5f\u521a\u53d1\u5e03\u4e86\u610f\u4e49\u975e\u51e1\u7684\u7814\u7a76\u6210\u679c\uff1a\u4f60\u53ef\u4ee5\u5728\u7761\u524d\u7ed9AI Agent\u5e03\u7f6e\u4efb\u52a1\uff0c\u5b83\u4f1a\u5728\u591c\u95f4\u5168\u81ea\u52a8\u8fd0\u884c\u4e0a\u767e\u6b21\u5b9e\u9a8c\uff0c\u81ea\u52a8\u4fdd\u7559\u6709\u6548\u7ed3\u679c\u5e76\u5254\u9664\u65e0\u6548\u8def\u5f84\u3002<\/span><\/p>\n

OpenClaw\u6b63\u5728\u91cd\u5851\u5404\u884c\u5404\u4e1a\u3002\u6709\u4eba\u5206\u4eab\u4e86\u4e00\u4f4d60\u5c81\u7684\u7236\u4eb2\u5b89\u88c5OpenClaw\u7684\u6848\u4f8b\uff1a\u4ed6\u901a\u8fc7\u84dd\u7259\u5c06\u8bbe\u5907\u8fde\u63a5\u5230OpenClaw\uff0c\u7cfb\u7edf\u63a5\u7ba1\u4e86\u7cbe\u917f\u5564\u9152\u7684\u5168\u5957\u81ea\u52a8\u5316\u6d41\u7a0b\uff0c\u751a\u81f3\u81ea\u52a8\u751f\u6210\u5e76\u4e0a\u7ebf\u4e86\u4f9b\u5ba2\u6237\u4e0b\u5355\u7684\u5b8c\u6574\u7535\u5546\u7f51\u7ad9\u3002\u5728\u6df1\u5733\u6570\u767e\u5bb6\u5546\u6237\u6b63\u5229\u7528\u5b83\u5b9e\u73b0\u9f99\u867e\u9500\u552e\u7684\u5168\u94fe\u8def\u81ea\u52a8\u5316\u3002\u8fde\u6211\u4eec\u81ea\u5df1\u7684\u5de5\u7a0b\u5e08\u4e5f\u6b63\u5c1d\u8bd5\u4f7f\u7528OpenClaw\u6765\u6784\u5efa\u4e0b\u4e00\u4ee3\u7684OpenClaw\u3002\u73b0\u5728\u751a\u81f3\u8fdeOpenClaw\u5f00\u53d1\u8005\u5927\u4f1a(Claw Con)\u90fd\u5e94\u8fd0\u800c\u751f\u4e86\u3002<\/span><\/p>\n

\u90a3\u4e48<\/span>OpenClaw\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f\u672c\u8d28\u4e0a<\/span>\u5b83\u662f\u4e00\u4e2a\u8d85\u7ea7\u8fde\u63a5\u5668\u548c\u5168\u5c40\u5316\u7684\u667a\u80fd\u4f53\u7cfb\u7edf<\/span>(Agentic System)\u3002<\/span>\u5b83\u7684\u6838\u5fc3\u80fd\u529b\u5728\u4e8e\u8c03\u7528\u5e76\u8fde\u63a5\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u4ece\u800c\u63a5\u7ba1\u4e0e\u7ba1\u7406\u8ba1\u7b97\u673a\u8d44\u6e90\u3002<\/span>OpenClaw\u53ef\u4ee5\u8bbf\u95ee\u5404\u7c7b\u5de5\u5177\u548c\u5e95\u5c42\u6587\u4ef6\u7cfb\u7edf\uff1b\u5177\u5907\u5f3a\u5927\u7684\u4efb\u52a1\u8c03\u5ea6\u80fd\u529b\uff0c\u80fd\u591f\u6267\u884c\u5b9a\u65f6\u4efb\u52a1(Cron Jobs)\uff1b\u5b83\u62e5\u6709\u6781\u5f3a\u7684\u903b\u8f91\u62c6\u89e3\u80fd\u529b\uff0c\u80fd\u591f\u6839\u636e\u5206\u6b65\u5f15\u5bfc(Step-by-step)\u7684\u63d0\u793a\u8bcd\u62c6\u89e3\u590d\u6742\u95ee\u9898\uff0c\u5e76\u81ea\u4e3b\u884d\u751f\u548c\u5524\u9192\u5176\u4ed6\u5b50\u4ee3\u7406(Sub-agents)\u534f\u540c\u5de5\u4f5c\u3002\u6b64\u5916\u5b83\u8fd8\u62e5\u6709\u6781\u5176\u4e30\u5bcc\u7684\u5168\u6a21\u6001I\/O\u8f93\u5165\u8f93\u51fa\u80fd\u529b\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7\u4efb\u4f55\u6a21\u6001\u4e0e\u4e4b\u4ea4\u4e92——\u751a\u81f3\u5411\u5b83\u6325\u624b\u5b83\u4e5f\u80fd\u7406\u89e3\uff0c\u5e76\u5728\u6267\u884c\u5b8c\u6bd5\u540e\u901a\u8fc7\u7cfb\u7edf\u6d88\u606f\u3001\u77ed\u4fe1\u6216\u7535\u5b50\u90ae\u4ef6\u5411\u4f60\u6c47\u62a5\u7ed3\u679c\u3002<\/span><\/p>\n

\u5b83\u8fd8\u6709\u4ec0\u4e48\u529f\u80fd\uff1f\u57fa\u4e8e\u8fd9\u4e00\u70b9\uff0c\u53ef\u4ee5\u8bf4\u5b83\u4e8b\u5b9e\u4e0a\u662f\u4e00\u4e2a<\/span>\u64cd\u4f5c\u7cfb\u7edf\u3002<\/span>\u6211\u521a\u624d\u4f7f\u7528\u7684\u6b63\u662f\u63cf\u8ff0\u64cd\u4f5c\u7cfb\u7edf\u65f6\u4f1a\u7528\u5230\u7684\u8bed\u6cd5\u3002<\/span>OpenClaw\u5df2\u7ecf\u5f00\u6e90\u4e86Agentic\u8ba1\u7b97\u673a\u7684\u6838\u5fc3\u64cd\u4f5c\u7cfb\u7edf\uff0c\u8fd9\u4e0eWindows\u8ba9\u4e2a\u4eba\u7535\u8111\u6210\u4e3a\u53ef\u80fd\u5e76\u65e0\u4e8c\u81f4\u3002\u73b0\u5728OpenClaw\u8ba9\u521b\u5efa\u4e2a\u4eba\u667a\u80fd\u4f53\u6210\u4e3a\u4e86\u53ef\u80fd\uff0c\u5176\u5f71\u54cd\u4e0d\u53ef\u4f30\u91cf\u3002\u6700\u91cd\u8981\u7684\u4e00\u70b9\u662f\uff0c\u73b0\u5728\u6bcf\u4e00\u5bb6\u8f6f\u4ef6\u516c\u53f8\u548c\u6280\u672f\u516c\u53f8\u90fd\u610f\u8bc6\u5230\u4e86\u8fd9\u4e00\u70b9\u3002\u5bf9\u4e8eCEO\u4eec\u6765\u8bf4\uff0c\u95ee\u9898\u5728\u4e8e\u4f60\u4eec\u7684OpenClaw\u6218\u7565\u662f\u4ec0\u4e48\u3002\u6b63\u5982\u6211\u4eec\u66fe\u7ecf\u9700\u8981\u5236\u5b9aLinux\u6218\u7565\u3001HTTP\u548cHTML\u6218\u7565\u4ece\u800c\u5f00\u542f\u4e92\u8054\u7f51\u65f6\u4ee3\uff0c\u6b63\u5982\u6211\u4eec\u9700\u8981\u5236\u5b9aKubernetes\u6218\u7565\u4ece\u800c\u4f7f\u79fb\u52a8\u4e91\u6210\u4e3a\u53ef\u80fd\uff0c\u5f53\u4eca\u4e16\u754c\u4e0a\u7684\u6bcf\u5bb6\u516c\u53f8\u90fd\u9700\u8981\u5236\u5b9aOpenClaw\u6218\u7565\u548c\u667a\u80fd\u4f53\u7cfb\u7edf\u6218\u7565\uff0c\u8fd9\u662f\u5168\u65b0\u7684\u8ba1\u7b97\u673a\u3002<\/span><\/p>\n

\u5728<\/span>OpenClaw\u51fa\u73b0\u4e4b\u524d\uff0c\u4f01\u4e1a\u7ea7IT\u88ab\u79f0\u4e3a\u6570\u636e\u4e2d\u5fc3\u7684\u539f\u56e0\u662f\u90a3\u4e9b\u5de8\u5927\u7684\u5efa\u7b51\u5b58\u50a8\u7740\u6570\u636e\u3001\u4eba\u4eec\u7684\u6587\u4ef6\u4ee5\u53ca\u4f01\u4e1a\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002\u8fd9\u4e9b\u6570\u636e\u4f1a\u6d41\u7ecf\u5305\u542b\u5404\u79cd\u5de5\u4f5c\u6d41\u548c\u8bb0\u5f55\u7cfb\u7edf\u7684\u8f6f\u4ef6\uff0c\u5e76\u8f6c\u5316\u4e3a\u4eba\u7c7b\u548c\u6570\u5b57\u5458\u5de5\u4f7f\u7528\u7684\u5de5\u5177\u3002\u90a3\u662f\u65e7\u7684IT\u884c\u4e1a\uff1a\u8f6f\u4ef6\u516c\u53f8\u5f00\u53d1\u5de5\u5177\u3001\u4fdd\u5b58\u6587\u4ef6\uff0c\u5168\u7403\u7cfb\u7edf\u96c6\u6210\u5546\u548c\u987e\u95ee\u5e2e\u52a9\u516c\u53f8\u7814\u7a76\u5982\u4f55\u4f7f\u7528\u5e76\u96c6\u6210\u8fd9\u4e9b\u5de5\u5177\u3002\u8fd9\u4e9b\u5de5\u5177\u5bf9\u4e8e\u6cbb\u7406\u3001\u5b89\u5168\u3001\u9690\u79c1\u548c\u5408\u89c4\u6027\u6765\u8bf4\u5177\u6709\u6781\u9ad8\u7684\u4ef7\u503c\uff0c\u4e14\u8fd9\u4e00\u5207\u5c06\u7ee7\u7eed\u4fdd\u6301\u5176\u91cd\u8981\u6027\u3002\u4f46\u5728OpenClaw\u4e4b\u540e\u7684\u667a\u80fd\u4f53\u65f6\u4ee3\uff0c\u60c5\u51b5\u5c06\u53d1\u751f\u6539\u53d8\u3002\u6bcf\u4e00\u5bb6IT\u516c\u53f8\u548cSaaS\u516c\u53f8\u90fd\u5c06\u8f6c\u53d8\u4e3a\u4e00\u5bb6\u52a8\u529b\u6e90\u516c\u53f8\uff0c\u6beb\u65e0\u7591\u95ee\uff0c\u6bcf\u4e00\u5bb6SaaS\u516c\u53f8\u90fd\u5c06\u6210\u4e3a\u667a\u80fd\u4f53\u5373\u670d\u52a1\u516c\u53f8\u3002<\/span><\/p>\n

\u4ee4\u4eba\u60ca\u53f9\u7684\u662f\uff0c<\/span>OpenClaw\u5728\u6700\u51c6\u786e\u7684\u65f6\u95f4\u4e3a\u6574\u4e2a\u884c\u4e1a\u63d0\u4f9b\u4e86\u6700\u9700\u8981\u7684\u4e1c\u897f\uff0c\u5c31\u50cfLinux\u3001Kubernetes\u548cHTML\u5728\u6700\u6070\u5f53\u7684\u65f6\u673a\u51fa\u73b0\u4e00\u6837\u3002\u5b83\u8ba9\u6574\u4e2a\u884c\u4e1a\u80fd\u591f\u6293\u4f4f\u8fd9\u4e2a\u5f00\u6e90\u6280\u672f\u6808\u5e76\u5927\u6709\u4f5c\u4e3a\u3002\u4f46\u76ee\u524d\u9762\u4e34\u4e00\u4e2a\u95ee\u9898\uff1a\u4f01\u4e1a\u7f51\u7edc\u4e2d\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u53ef\u4ee5\u8bbf\u95ee\u654f\u611f\u4fe1\u606f\u3001\u6267\u884c\u4ee3\u7801\u5e76\u8fdb\u884c\u5916\u90e8\u901a\u4fe1\u3002\u8fd9\u610f\u5473\u7740\u5b83\u53ef\u4ee5\u8bbf\u95ee\u5458\u5de5\u3001\u4f9b\u5e94\u94fe\u548c\u8d22\u52a1\u7b49\u654f\u611f\u4fe1\u606f\u5e76\u5c06\u5176\u53d1\u9001\u51fa\u53bb\uff0c\u8fd9\u663e\u7136\u662f\u7edd\u5bf9\u4e0d\u88ab\u5141\u8bb8\u7684\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u53ec\u96c6\u4e86\u4e16\u754c\u4e0a\u9876\u5c16\u7684\u5b89\u5168\u548c\u8ba1\u7b97\u4e13\u5bb6\u4e0ePieter\u5408\u4f5c\u5f00\u53d1\u4e86OpenClaw\uff0c\u4f7f\u5176\u5177\u5907\u4f01\u4e1a\u7ea7\u5b89\u5168\u548c\u9690\u79c1\u4fdd\u62a4\u80fd\u529b\u3002<\/span><\/p>\n

\u6211\u4eec\u63a8\u51fa\u4e86<\/span>NVIDIA\u7684OpenClaw\u53c2\u8003\u5b9e\u73b0NemoClaw\u3002<\/span>\u5b83\u62e5\u6709\u4ee3\u7406\u5f0f<\/span>AI\u5de5\u5177\u5305\uff0c\u5176\u4e2d\u7b2c\u4e00\u90e8\u5206\u662f\u73b0\u5df2\u96c6\u6210\u5230OpenClaw\u4e2d\u7684OpenShell\u6280\u672f\uff0c\u8fd9\u8ba9\u5b83\u5177\u5907\u4e86\u4f01\u4e1a\u7ea7\u5c31\u7eea\u80fd\u529b\u3002\u4f60\u53ef\u4ee5\u4e0b\u8f7d\u8bd5\u7528NemoClaw\u53c2\u8003\u5806\u6808\uff0c\u5e76\u5c06\u5168\u7403\u6240\u6709SaaS\u516c\u53f8\u6781\u5177\u4ef7\u503c\u7684\u7b56\u7565<\/a>\u5f15\u64ce\u8fde\u63a5\u5230\u5b83\u3002NemoClaw\u6216\u5e26\u6709OpenShell\u7684OpenClaw\u5c06\u80fd\u591f\u6267\u884c\u8be5\u7b56\u7565\u5f15\u64ce\uff0c\u5b83\u914d\u5907\u4e86\u7f51\u7edc\u62a4\u680f\u548c\u9690\u79c1\u8def\u7531\u5668\uff0c\u4ece\u800c\u4fdd\u62a4\u5e76\u5b89\u5168\u5730\u5728\u516c\u53f8\u5185\u90e8\u6267\u884c\u7b56\u7565\u3002<\/span><\/p>\n

\u6211\u4eec\u8fd8\u4e3a\u667a\u80fd\u4f53\u7cfb\u7edf\u589e\u52a0\u4e86\u5b9a\u5236\u5316<\/span>Claws\u529f\u80fd\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u62e5\u6709\u4e13\u5c5e\u7684\u5b9a\u5236\u6a21\u578b\uff0c\u8fd9\u6b63\u662fNVIDIA\u7684Open Model Initiative\u3002NVIDIA\u76ee\u524d\u5904\u4e8e\u6bcf\u4e00\u4e2aAI\u6a21\u578b\u9886\u57df\u7684\u6700\u524d\u6cbf\uff0c\u65e0\u8bba\u662fNemotron\u8bed\u8a00\u6a21\u578b\u3001Kosmos\u4e16\u754c\u57fa\u7840\u6a21\u578b\u3001GROOT\u901a\u7528\u673a\u5668\u4eba\u4eba\u5de5\u667a\u80fd\u3001\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66<\/a>\u7684AlphaMIO\u3001\u7528\u4e8e\u6570\u5b57\u751f\u7269\u5b66\u7684VaioNemo\uff0c\u8fd8\u662f\u7528\u4e8eAI\u7269\u7406\u5b66\u7684Earth-2\u3002\u56e0\u4e3a\u4e16\u754c\u662f\u591a\u6837\u5316\u7684\uff0c\u6ca1\u6709\u5355\u4e00\u7684\u6a21\u578b\u53ef\u4ee5\u670d\u52a1\u4e8e\u6240\u6709\u884c\u4e1a\u3002<\/span><\/p>\n

Open Models\u662f\u5168\u7403\u89c4\u6a21\u6700\u5927\u4e14\u6700\u5177\u591a\u6837\u6027\u7684<\/span>AI\u751f\u6001\u7cfb\u7edf<\/span>\u4e4b\u4e00\uff0c\u6db5\u76d6\u8bed\u8a00\u3001\u89c6\u89c9\u3001\u751f\u7269\u5b66\u3001\u7269\u7406\u5b66\u548c\u81ea\u4e3b\u7cfb\u7edf\u9886\u57df\u7684\u8fd1\u4e09\u767e\u4e07\u4e2a\u5f00\u653e\u6a21\u578b\uff0c\u52a9\u529b\u6784\u5efa\u7279\u5b9a\u9886\u57df\u7684<\/span>AI\u3002\u4f5c\u4e3a\u5f00\u6e90AI\u9886\u57df\u6700\u5927\u7684\u8d21\u732e\u8005\u4e4b\u4e00\uff0cNVIDIA\u6784\u5efa\u5e76\u53d1\u5e03\u4e86\u516d\u4e2a\u7cfb\u5217\u7684\u5f00\u653e\u524d\u6cbf\u6a21\u578b\uff0c\u63d0\u4f9b\u8bad\u7ec3\u6570\u636e\u548c\u6846\u67b6\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u8fdb\u884c\u5b9a\u5236\u548c\u91c7\u7528\u3002\u6bcf\u4e2a\u7cfb\u5217\u90fd\u5728\u63a8\u51fa\u767b\u9876\u6392\u884c\u699c\u7684\u65b0\u6a21\u578b\u3002\u5176\u6838\u5fc3\u5305\u62ec\u7528\u4e8e\u8bed\u8a00\u63a8\u7406\u3001\u89c6\u89c9\u7406\u89e3\u3001RAG\u3001\u5b89\u5168\u548c\u8bed\u97f3\u7684Nemotron\u6a21\u578b\uff0c\u7528\u4e8e\u7269\u7406AI\u4e16\u754c\u751f\u6210\u4e0e\u7406\u89e3\u7684\u524d\u6cbf\u6a21\u578bKosmos\uff0c\u5168\u7403\u9996\u6b3e\u5177\u5907\u601d\u8003\u4e0e\u63a8\u7406\u80fd\u529b\u7684\u81ea\u52a8\u9a7e\u9a76AIAlphaMIO\uff0c\u901a\u7528\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578bGROOT\uff0c\u7528\u4e8e\u751f\u7269\u5316\u5b66\u548c\u5206\u5b50\u8bbe\u8ba1\u7684\u5f00\u653e\u6a21\u578bVaioNemo\uff0c\u4ee5\u53ca\u690d\u6839\u4e8eAI\u7269\u7406\u5b66\u7684\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u6a21\u578bEarth-2\u3002<\/span><\/p>\n

NVIDIA\u5f00\u653e\u6a21\u578b\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u6784\u5efa\u5176\u4e13\u4e1a\u9886\u57dfAI\u7684\u57fa\u7840\u3002\u6211\u4eec\u7684\u6a21\u578b\u662f\u4e16\u754c\u7ea7\u7684\u5e76\u5728\u6392\u884c\u699c\u4e0a\u540d\u5217\u524d\u8305\uff0c\u4f46\u6700\u91cd\u8981\u7684\u662f\u6211\u4eec\u5c06\u6301\u7eed\u63a8\u52a8\u5176\u8fdb\u5316\uff0c\u4f8b\u5982Nemotron 3\u4e4b\u540e\u5c06\u63a8\u51faNemotron 4\uff0cKosmos 1\u4e4b\u540e\u63a8\u51fa\u4e86Kosmos 2\uff0cGROOT\u4e5f\u5df2\u7ecf\u5230\u4e86\u7b2c\u4e8c\u4ee3\u3002\u6211\u4eec\u901a\u8fc7\u5782\u76f4\u6574\u5408\u4e0e\u6c34\u5e73\u5f00\u653e\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u52a0\u5165AI\u9769\u547d\u3002\u5728\u7814\u7a76\u3001\u8bed\u97f3\u3001\u4e16\u754c\u6a21\u578b\u3001\u901a\u7528\u4eba\u5de5\u667a\u80fd\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u548c\u63a8\u7406\u9886\u57df\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5747\u4f4d\u5217\u6392\u884c\u699c\u7b2c\u4e00\uff0c\u5176\u4e2d\u6700\u91cd\u8981\u7684\u662f\u96c6\u6210\u5728OpenClaw\u4e2d\u7684Nemotron-3\uff0c\u5b83\u662f\u4e16\u754c\u4e0a\u6700\u597d\u7684\u4e09\u4e2a\u6a21\u578b\u4e4b\u4e00\u3002\u6211\u4eec\u81f4\u529b\u4e8e\u521b\u5efa\u57fa\u7840\u6a21\u578b\u4ee5\u4fbf\u7528\u6237\u8fdb\u884c\u5fae\u8c03\u548c\u540e\u8bad\u7ec3\uff0c\u4f7f\u5176\u5b8c\u5168\u7b26\u5408\u6240\u9700\u7684\u667a\u80fd\u6c34\u5e73\u3002\u5373\u5c06\u63a8\u51fa\u7684Nemotron 3 Ultra\u5c06\u6210\u4e3a\u4e16\u754c\u4e0a\u6700\u51fa\u8272\u7684\u57fa\u7840\u6a21\u578b\uff0c\u5e2e\u52a9\u6bcf\u4e2a\u56fd\u5bb6\u5efa\u7acb\u5176\u4e3b\u6743AI\u3002<\/span><\/p>\n

\u4eca\u5929\uff0c\u6211\u4eec\u5ba3\u5e03\u6210\u7acb<\/span>Nemotron\u8054\u76df<\/span>\uff0c\u81f4\u529b\u4e8e\u8ba9<\/span>Nemotron-4\u53d8\u5f97\u66f4\u52a0\u51fa\u8272\u3002\u6211\u4eec\u6295\u5165\u4e86\u6570\u5341\u4ebf\u7f8e\u5143\u7528\u4e8eAI\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u4ee5\u5f00\u53d1AI\u6838\u5fc3\u5f15\u64ce\uff0c\u8fd9\u4e0d\u4ec5\u5bf9\u63a8\u7406\u5e93\u81f3\u5173\u91cd\u8981\uff0c\u4e5f\u80fd\u6fc0\u6d3b\u4e16\u754c\u4e0a\u7684\u6bcf\u4e00\u4e2a\u884c\u4e1a\u3002\u5927\u8bed\u8a00\u6a21\u578b\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5728\u5168\u7403\u4e0d\u540c\u7684\u884c\u4e1a\u548c\u56fd\u5bb6\uff0c\u7531\u4e8e\u4ece\u751f\u7269\u5b66\u5230\u7269\u7406\u5b66\u3001\u4ece\u81ea\u52a8\u9a7e\u9a76\u5230\u901a\u7528\u673a\u5668\u4eba\u7684\u4e13\u4e1a\u9886\u57df\u5b8c\u5168\u4e0d\u540c\uff0c\u4f60\u9700\u8981\u6709\u80fd\u529b\u5b9a\u5236\u81ea\u5df1\u7684\u6a21\u578b\u3002\u6211\u4eec\u6709\u80fd\u529b\u4e0e\u6bcf\u4e00\u4e2a\u5730\u533a\u5408\u4f5c\uff0c\u6253\u9020\u7279\u5b9a\u9886\u57df\u7684\u4e3b\u6743AI\u3002<\/span><\/p>\n

\u52a0\u5165\u8be5\u8054\u76df\u7684\u51fa\u8272\u516c\u53f8\u5305\u62ec\u5f71\u50cf\u516c\u53f8<\/span>Blackforest Labs\u3001\u7f16\u7a0b\u516c\u53f8Cursor\u3001\u5728\u521b\u5efa\u81ea\u5b9a\u4e49\u667a\u80fd\u4f53\u65b9\u9762\u62e5\u6709\u5341\u4ebf\u6b21\u4e0b\u8f7d\u91cf\u7684LangChain\u3001Mistral\uff0c\u4ee5\u53ca\u6253\u9020\u4e86\u591a\u6a21\u6001\u667a\u80fd\u4f53\u7cfb\u7edf\u7684Perplexity\u3002\u6b64\u5916\uff0c\u8fd8\u6709Reflection\u3001\u6765\u81ea\u5370\u5ea6<\/a>\u7684Sarvam\u3001Thinking Machine\u4ee5\u53caMira Murati\u7684\u5b9e\u9a8c\u5ba4\u7b49\u4f18\u79c0\u4f19\u4f34\u52a0\u5165\u4e86\u6211\u4eec\u3002\u4e16\u754c\u4e0a\u6bcf\u4e00\u5bb6\u8f6f\u4ef6\u516c\u53f8\u90fd\u9700\u8981\u667a\u80fd\u4f53\u7cfb\u7edf\u548cOpenClaw\u7b56\u7565\uff0c\u8fd9\u4e9b\u4f19\u4f34\u90fd\u5bf9\u6b64\u8868\u793a\u8d5e\u540c\uff0c\u5e76\u6b63\u5728\u4e0e\u6211\u4eec\u5408\u4f5c\u96c6\u6210NeMo Claw\u53c2\u8003\u8bbe\u8ba1\u3001NVIDIA Agentic AI Toolkit\u4ee5\u53ca\u6211\u4eec\u6240\u6709\u7684\u5f00\u6e90\u6a21\u578b\u3002<\/span><\/p>\n

\u8fd9\u662f\u4e00\u573a\u4f01\u4e1a\u7ea7<\/span>IT\u7684\u590d\u5174\uff0c\u5c06\u628a\u4e00\u4e2a\u4e24\u4e07\u4ebf\u7f8e\u5143\u7684\u884c\u4e1a\u91cd\u5851\u4e3a\u4ef7\u503c\u6570\u4e07\u4ebf\u7f8e\u5143\u7684\u4ea7\u4e1a\uff0c\u4e0d\u4ec5\u63d0\u4f9b\u4f9b\u4eba\u4eec\u4f7f\u7528\u7684\u5de5\u5177\uff0c\u8fd8\u63d0\u4f9b\u9488\u5bf9\u7279\u5b9a\u9886\u57df\u7684\u667a\u80fd\u4f53\u79df\u8d41\u670d\u52a1\u3002\u672a\u6765\uff0c\u6211\u4eec\u516c\u53f8\u7684\u6bcf\u4e00\u4f4d\u5de5\u7a0b\u5e08\u9664\u4e86\u83b7\u5f97\u51e0\u5341\u4e07\u7f8e\u5143\u7684\u57fa\u672c\u5de5\u8d44\u5916\uff0c\u8fd8\u9700\u8981\u4e00\u4efd\u5e74\u5ea6Token\u9884\u7b97\uff0c\u6211\u53ef\u80fd\u4f1a\u7ed9\u4ed6\u4eec\u76f8\u5f53\u4e8e\u57fa\u672c\u5de5\u8d44\u4e00\u534a\u7684Token\uff0c\u8fd9\u5c06\u4e3a\u4ed6\u4eec\u5e26\u6765\u5341\u500d\u7684\u589e\u503c\u7a7a\u95f4\u3002Token\u9884\u7b97\u5df2\u6210\u4e3a\u7845\u8c37<\/a>\u7684\u62db\u8058\u5de5\u5177\u4e4b\u4e00\uff0c\u56e0\u4e3a\u80fd\u591f\u4f7f\u7528Token\u7684\u5de5\u7a0b\u5e08\u5c06\u62e5\u6709\u66f4\u9ad8\u7684\u751f\u4ea7\u529b\u3002<\/span><\/p>\n

\u8fd9\u4e9b<\/span>Token\u5c06\u7531\u5927\u5bb6\u5408\u4f5c\u5171\u5efa\u7684AI\u5de5\u5382\u751f\u4ea7\u3002\u5982\u4eca\u7684\u4f01\u4e1a\u6784\u5efa\u5728\u6587\u4ef6\u7cfb\u7edf\u548c\u6570\u636e\u4e2d\u5fc3\u4e4b\u4e0a\uff0c\u800c\u672a\u6765\u7684\u6bcf\u4e00\u5bb6\u8f6f\u4ef6\u516c\u53f8\u90fd\u5c06\u662f\u4ee3\u7406\u5316\u7684Token\u5236\u9020\u5546\uff0c\u4e3a\u5de5\u7a0b\u5e08\u548c\u5ba2\u6237\u63d0\u4f9bToken\u3002OpenClaw\u7684\u5f71\u54cd\u529b\u4e0eHTML\u548cLinux\u7684\u8bde\u751f\u540c\u6837\u6df1\u8fdc\u3002\u6211\u4eec\u73b0\u5728\u62e5\u6709\u4e86\u4e16\u754c\u7ea7\u7684\u5f00\u653e\u4ee3\u7406\u6846\u67b6\u4f9b\u6240\u6709\u4eba\u6784\u5efaOpenClaw\u6218\u7565\uff0c\u540c\u65f6\u8fd8\u63d0\u4f9b\u4e86\u6027\u80fd\u5353\u8d8a\u4e14\u5b89\u5168\u53ef\u9760\u7684\u4f18\u5316\u7248\u53c2\u8003\u8bbe\u8ba1Nemo Claw\u3002<\/span><\/p>\n

\n

\"\u9ec4\u4ec1\u52cbGTC\u5b8c\u6574\u6f14\u8bb2\uff1a\u751f\u6210Token\u7684\u6210\u672c\u4e0e\u6548\u7387\uff0c\u51b3\u5b9a\u79d1\u6280\u4f01\u4e1a\u7684\u8425\u6536\u4e0e\u751f\u6b7b\"<\/p>\n

12.\u7269\u7406<\/span>AI\u3001\u673a\u5668\u4eba\u6280\u672f\u4e0e\u751f\u6001\u53d1\u5c55<\/span><\/h2>\n

\u667a\u80fd\u4f53\u5177\u5907\u611f\u77e5\u3001\u63a8\u7406\u548c\u884c\u52a8\u7684\u80fd\u529b\u3002\u76ee\u524d\u5927\u591a\u6570\u667a\u80fd\u4f53\u90fd\u662f\u5728\u6570\u5b57\u4e16\u754c\u4e2d\u8fdb\u884c\u63a8\u7406\u548c\u7f16\u5199\u8f6f\u4ef6\u7684\u6570\u5b57\u667a\u80fd\u4f53\uff0c\u4f46\u6211\u4eec\u4e5f\u4e00\u76f4\u5728\u7814\u7a76\u5177\u6709\u7269\u7406\u5b9e\u4f53\u7684\u667a\u80fd\u4f53\uff0c\u4e5f\u5c31\u662f\u673a\u5668\u4eba\uff0c\u5b83\u4eec\u9700\u8981\u7684\u662f\u7269\u7406<\/span>AI\u3002\u4e16\u754c\u4e0a\u51e0\u4e4e\u6bcf\u4e00\u5bb6\u5236\u9020\u673a\u5668\u4eba\u7684\u516c\u53f8\u90fd\u5728\u4e0eNVIDIA\u5408\u4f5c\u3002\u6211\u4eec\u63d0\u4f9b\u7531\u8bad\u7ec3\u8ba1\u7b97\u673a\u3001\u5408\u6210\u6570\u636e\u751f\u6210\u4e0e\u4eff\u771f\u8ba1\u7b97\u673a\u4ee5\u53ca\u673a\u5668\u4eba\u5185\u90e8\u8ba1\u7b97\u673a\u6784\u6210\u7684\u4e09\u53f0\u8ba1\u7b97\u673a\u67b6\u6784\uff0c\u62e5\u6709\u5b9e\u73b0\u76ee\u6807\u6240\u9700\u7684\u6240\u6709\u8f6f\u4ef6\u6808\u548cAI\u6a21\u578b\uff0c\u8fd9\u4e9b\u90fd\u5df2\u96c6\u6210\u5230\u5168\u7403\u4eceSiemens\u5230Cadence\u7b49\u5408\u4f5c\u4f19\u4f34\u7684\u751f\u6001\u7cfb\u7edf\u4e2d\u3002\u4eca\u5929\u6211\u4eec\u5ba3\u5e03\u4e86\u4e00\u5927\u6279\u65b0\u5408\u4f5c\u4f19\u4f34\uff0c\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u7684ChatGPT\u65f6\u523b\u5df2\u7ecf\u5230\u6765\uff0c\u6211\u4eec\u5df2\u7ecf\u6210\u529f\u5b9e\u73b0\u4e86\u6c7d\u8f66\u7684\u81ea\u52a8\u9a7e\u9a76\u3002<\/span><\/p>\n

NVIDIA\u7684\u81ea\u52a8\u9a7e\u9a76\u51fa\u79df\u8f66\u5e73\u53f0\u8fce\u6765\u4e86\u6bd4\u4e9a\u8fea\u3001\u73b0\u4ee3\u3001\u65e5\u4ea7\u548c\u5409\u5229<\/a>\u56db\u4f4d\u65b0\u5408\u4f5c\u4f19\u4f34\uff0c\u8fd9\u56db\u5bb6\u8f66\u4f01\u5e74\u4ea7\u91cf\u8fbe1800\u4e07\u8f86\uff0c\u4ed6\u4eec\u4e0e\u6885\u8d5b\u5fb7\u65af-\u5954\u9a70<\/a>\u3001\u4e30\u7530\u548c\u901a\u7528\u6c7d\u8f66\u7b49\u4e4b\u524d\u7684\u5408\u4f5c\u4f19\u4f34\u4e00\u8d77\uff0c\u5c06\u4f7f\u672a\u6765\u652f\u6301\u81ea\u52a8\u9a7e\u9a76\u51fa\u79df\u8f66\u529f\u80fd\u7684\u6c7d\u8f66\u6570\u91cf\u8fbe\u5230\u60ca\u4eba\u7684\u89c4\u6a21\u3002\u6211\u4eec\u8fd8\u5ba3\u5e03\u4e0eUber<\/a>\u8fbe\u6210\u91cd\u5927\u5408\u4f5c\uff0c\u5c06\u5728\u591a\u4e2a\u57ce\u5e02\u90e8\u7f72\u5177\u5907\u81ea\u52a8\u9a7e\u9a76\u51fa\u79df\u8f66\u80fd\u529b\u7684\u8f66\u8f86\u5e76\u5c06\u5176\u63a5\u5165Uber\u7f51\u7edc\u3002<\/span><\/p>\n

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