{"id":747541,"date":"2026-03-17T11:45:03","date_gmt":"2026-03-17T03:45:03","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=747541"},"modified":"2026-03-17T11:45:03","modified_gmt":"2026-03-17T03:45:03","slug":"%e9%bb%84%e4%bb%81%e5%8b%8bgtc%e9%87%8d%e7%a3%85%e5%8f%91%e5%a3%b0%ef%bc%9a%e6%af%8f%e5%ae%b6%e5%85%ac%e5%8f%b8%e9%83%bd%e5%bf%85%e9%a1%bb%e6%87%82%e5%85%bb%e8%99%be3%e4%b8%87","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=747541","title":{"rendered":"\u9ec4\u4ec1\u52cbGTC\u91cd\u78c5\u53d1\u58f0\uff1a\u6bcf\u5bb6\u516c\u53f8\u90fd\u5fc5\u987b\u61c2\u201c\u517b\u867e\u201d|3\u4e07\u5b57\u5b8c\u6574\u5b9e\u5f55"},"content":{"rendered":"

\u51fa\u54c1 | \u7f51\u6613\u667a\u80fd<\/p>\n<\/p>\n

\u4f5c\u8005 | \u5c0f\u5c0f<\/p>\n

\u7f16\u8f91 | \u738b\u51e4\u679d<\/p>\n

3\u670816\u65e5\uff0c\u52a0\u5dde\u5723\u4f55\u585e\uff0c\u903e\u4e00\u4e07\u516b\u5343\u540d\u542c\u4f17\u89c1\u8bc1\u4e86\u82f1\u4f1f\u8fbe<\/a>\u5e74\u5ea6GTC\u5927\u4f1a\u7684\u5f00\u5e55\u3002\u9ec4\u4ec1\u52cb<\/a>\u5728\u4e24\u4e2a\u591a\u5c0f\u65f6\u7684\u5bc6\u96c6\u53d1\u5e03\u4e2d\uff0c\u63ed\u793a\u4e86AI\u5e02\u573a\u6700\u6838\u5fc3\u7684\u8f6c\u53d8\uff1a\u4ece\u201c\u8bad\u7ec3\u201d\u5168\u9762\u8d70\u5411\u201c\u63a8\u7406\u201d \u3002\u57fa\u4e8e\u6b64\uff0c\u4ed6\u629b\u51fa\u4e86\u4e00\u4e2a\u9707\u64bc\u7684\u9884\u671f\u2014\u2014\u52302027\u5e74\u5e95\uff0cBlackwell\u4e0eVera Rubin\u4e24\u4ee3\u67b6\u6784\u5c06\u5e26\u6765\u81f3\u5c11\u4e00\u4e07\u4ebf\u7f8e\u5143\u7684\u7d2f\u8ba1\u6536\u5165\u673a\u4f1a \u3002<\/p>\n

\"\u9ec4\u4ec1\u52cbGTC\u91cd\u78c5\u53d1\u58f0\uff1a\u6bcf\u5bb6\u516c\u53f8\u90fd\u5fc5\u987b\u61c2\u201c\u517b\u867e\u201d|3\u4e07\u5b57\u5b8c\u6574\u5b9e\u5f55\"<\/p>\n

\u4e3a\u5e94\u5bf9\u63a8\u7406\u65f6\u4ee3\u7684\u5de8\u5927\u7b97\u529b\u7f3a\u53e3\uff0c\u82f1\u4f1f\u8fbe\u6253\u7834\u4e86\u5355\u82af\u7247<\/a>\u5904\u7406\u7684\u4f20\u7edf\uff0c\u5c06\u63a8\u7406\u62c6\u5206\u4e3a\u4e24\u6b65\u5206\u5de5\u5904\u7406\uff1a\u7b2c\u4e00\u9636\u6bb5\u201c\u9884\u586b\u5145\u201d\uff08\u628a\u81ea\u7136\u8bed\u8a00\u8f6c\u4e3atoken\uff09\u7531\u4e0b\u4e00\u4ee3\u65d7\u8230\u5904\u7406\u5668Vera Rubin\u8d1f\u8d23\uff1b\u7b2c\u4e8c\u9636\u6bb5\u201c\u89e3\u7801\u201d\uff08\u6839\u636etoken\u751f\u6210\u7b54\u6848\uff09\u5219\u4ea4\u7531\u65b0\u6574\u5408\u7684Groq\u82af\u7247\u4e13\u95e8\u8d1f\u8d23 \u3002\u8fd9\u79cd\u642d\u914d\u4f7f\u5f97\u6bcf\u74e6\u7279\u6027\u80fd\u5b9e\u73b0\u4e86\u51e0\u5341\u500d\u7684\u8dc3\u5347 \u3002\u5176\u4e2d\uff0c\u4e13\u6ce8\u4e8e\u4f4e\u5ef6\u8fdf\u8ba1\u7b97\u7684Groq\uff08\u5df2\u547d\u540d\u4e3aGroq3 LPU\uff09\u9884\u8ba1\u4eca\u5e74\u4e0b\u534a\u5e74\u5c31\u4f1a\u51fa\u8d27 \uff1b\u800cVera Rubin\u7cfb\u7edf\u7684\u9ad8\u4ef7\u503c\u5c42\u7ea7\u6027\u80fd\u6bd4\u4e0a\u4e00\u4ee3Grace Blackwell\u9ad8\u51fa\u4e86\u5341\u500d\uff0c\u9884\u8ba12026\u5e74\u4e0b\u534a\u5e74\u51fa\u8d27 \u3002<\/p>\n

\u5728\u66f4\u957f\u8fdc\u7684\u786c\u4ef6\u89c4\u5212\u4e0a\uff0c\u9ec4\u4ec1\u52cb\u9884\u544a\u4e86\u4ee3\u53f7\u4e3a Kyber\u7684\u4e0b\u4e00\u4ee3\u67b6\u6784\u3002\u5b83\u5c06144\u4e2aGPU<\/a>\u5782\u76f4\u96c6\u6210\u5728\u8ba1\u7b97\u6258\u76d8\u4e0a\uff0c\u65e8\u5728\u8fdb\u4e00\u6b65\u63d0\u9ad8\u5bc6\u5ea6\u3001\u964d\u4f4e\u5ef6\u8fdf\uff0c\u9884\u8ba1\u5c06\u5e94\u7528\u4e8e2027\u5e74\u51fa\u8d27\u7684 Vera Rubin Ultra \u3002\u6b64\u5916\uff0c\u4ed6\u8fd8\u6697\u793a\u4e86\u7ee7 Rubin \u4e4b\u540e\u7684\u957f\u8fdc\u4ea7\u54c1\u7ebf\u2014\u2014\u4ee5\u7269\u7406\u5b66\u5bb6\u547d\u540d\u7684 Feynman \u82af\u7247 \u3002\u6b64\u5916\uff0c\u82f1\u4f1f\u8fbe\u7684\u91ce\u5fc3\u5df2\u4e0d\u4ec5\u9650\u4e8e\u5730\u7403\uff0c\u4ed6\u4eec\u5ba3\u5e03\u4e0eAxiom Space\u7b49\u516c\u53f8\u5408\u4f5c\u63a8\u51fa Vera Rubin Space-1\u6a21\u5757\uff0c\u6b63\u5f0f\u5f00\u542f\u201c\u8f68\u9053\u6570\u636e\u4e2d\u5fc3\u201d\u8ba1\u5212\uff0c\u8fdb\u519b\u592a\u7a7aAI\u8ba1\u7b97 \u3002<\/p>\n

\u9664\u4e86\u786c\u6838\u7b97\u529b\u7684\u5347\u7ea7\uff0c\u8fd9\u573a\u53d8\u9769\u540c\u6837\u5e2d\u5377\u4e86\u8f6f\u4ef6\u751f\u6001\u3002\u9762\u5bf9\u706b\u7206\u7684\u5f00\u6e90\u9879\u76eeOpenClaw\uff0c\u9ec4\u4ec1\u52cb\u5f62\u5bb9\u5176\u91cd\u8981\u6027\u582a\u6bd4Linux\u548cHTML \u3002\u5b83\u4e0d\u4ec5\u80fd\u8ba9AI\u667a\u80fd\u4f53\u8c03\u7528\u5de5\u5177\u3001\u5206\u89e3\u4efb\u52a1\u5e76\u81ea\u4e3b\u6267\u884c \uff0c\u66f4\u6807\u5fd7\u7740\u8f6f\u4ef6\u67b6\u6784\u7684\u91cd\u5851\u3002\u4e3a\u4e86\u786e\u4fdd\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u5b89\u5168\u53ef\u63a7\uff0c\u82f1\u4f1f\u8fbe\u987a\u52bf\u63a8\u51fa\u4e86NemoClaw\u53c2\u8003\u8bbe\u8ba1 \u3002<\/p>\n

\u201c\u4eca\u5929\uff0c\u4e16\u754c\u4e0a\u7684\u6bcf\u5bb6\u516c\u53f8\u90fd\u9700\u8981\u6709\u4e00\u4e2aOpenClaw\u6218\u7565\uff0c\u4e00\u4e2a\u667a\u80fd\u4f53\u7cfb\u7edf\u6218\u7565\u3002\u8fd9\u662f\u65b0\u7684\u8ba1\u7b97\u673a\u3002\u201d \u9ec4\u4ec1\u52cb\u5f3a\u8c03\uff0c\u4f20\u7edf\u7684SaaS\u5c06\u5168\u9762\u8fdb\u5316\u4e3a\u201c\u667a\u80fd\u4f53\u5373\u670d\u52a1\uff08GaaS\uff09\u201d \u3002\u5728\u672a\u6765\u7684\u4f01\u4e1a\u8fd0\u8f6c\u4e2d\uff0c\u4e3a\u6bcf\u4f4d\u5de5\u7a0b\u5e08\u914d\u5907\u201c\u5e74\u5ea6token\u9884\u7b97\u201d\uff0c\u5c06\u6210\u4e3a\u63a8\u52a8\u751f\u4ea7\u529b\u5341\u500d\u589e\u957f\u7684\u65b0\u6807\u914d\u3002<\/p>\n

\"\u9ec4\u4ec1\u52cbGTC\u91cd\u78c5\u53d1\u58f0\uff1a\u6bcf\u5bb6\u516c\u53f8\u90fd\u5fc5\u987b\u61c2\u201c\u517b\u867e\u201d|3\u4e07\u5b57\u5b8c\u6574\u5b9e\u5f55\"<\/p>\n

\u4ee5\u4e0b\u662f\u9ec4\u4ec1\u52cb\u6f14\u8bb2\u5168\u6587\uff0c\u51712.5\u4e07\u5b57\uff0c\u5c0f\u6807\u9898\u4e3a\u7f16\u8f91\u6240\u52a0<\/b><\/p>\n

01\u7b97\u529b\u5e73\u53f0\u57fa\u77f3<\/b><\/p>\n

CUDA\u4e8c\u5341\u5e74\u98de\u8f6e\u4e0e\u795e\u7ecf\u6e32\u67d3\u878d\u5408<\/b><\/p>\n

\u6b22\u8fce\u6765\u5230GTC\u3002\u6211\u60f3\u5148\u63d0\u9192\u5927\u5bb6\uff0c\u8fd9\u662f\u4e00\u4e2a\u6280\u672f\u4f1a\u8bae\u3002<\/p>\n

\u4e00\u5927\u65e9\u5927\u5bb6\u5c31\u6392\u8d77\u4e86\u957f\u961f\u3002\u5f88\u9ad8\u5174\u5728\u8fd9\u91cc\u89c1\u5230\u5404\u4f4d\u3002<\/p>\n

GTC\uff0c\u6211\u4eec\u8981\u8c08\u6280\u672f\uff0c\u8c08\u5e73\u53f0\u3002\u82f1\u4f1f\u8fbe\u6709\u4e09\u4e2a\u5e73\u53f0\u3002<\/p>\n

\u5404\u4f4d\u53ef\u80fd\u4ee5\u4e3a\u6211\u4eec\u4e3b\u8981\u53ea\u8c08\u5176\u4e2d\u4e00\u4e2a\uff0c\u5c31\u662f\u4e0eCUDA X\u76f8\u5173\u7684\u5e73\u53f0\u3002\u6211\u4eec\u7684\u7cfb\u7edf\u662f\u53e6\u4e00\u4e2a\u5e73\u53f0\uff0c\u73b0\u5728\u53c8\u591a\u4e86\u4e00\u4e2a\u65b0\u5e73\u53f0\uff0c\u53eb\u505a\u201cAI\u5de5\u5382\u201d\u3002<\/p>\n

\u8fd9\u4e9b\u6211\u4eec\u90fd\u4f1a\u8c08\u5230\uff0c\u6700\u91cd\u8981\u7684\u662f\uff0c\u6211\u4eec\u8fd8\u8981\u8c08\u751f\u6001\u7cfb\u7edf\u3002\u4f46\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u6211\u8981\u611f\u8c22\u51e0\u4f4d\u6696\u573a\u73af\u8282\u7684\u4e3b\u6301\u4eba\uff0c\u4ed6\u4eec\u505a\u5f97\u975e\u5e38\u51fa\u8272\uff0c\u5305\u62ecAI\u6295\u8d44<\/a>\u516c\u53f8Conviction\u521b\u59cb\u4eba\u90ed\u777f\u3001\u7ea2\u6749\u8d44\u672c\u5408\u4f19\u4eba\u6797\u541b\u53e1\uff08\u82f1\u4f1f\u8fbe\u7684\u7b2c\u4e00\u4f4d\u98ce\u9669\u6295\u8d44<\/a>\u4eba\uff09\uff0c\u8fd8\u6709\u79d1\u6280\u6295\u8d44\u4eba\u52a0\u6587\u00b7\u8d1d\u514b\uff08Gavin Baker\uff0c\u82f1\u4f1f\u8fbe\u7684\u7b2c\u4e00\u5bb6\u4e3b\u8981\u673a\u6784\u6295\u8d44\u8005\uff09\u3002\u8fd9\u4e09\u4f4d\u5bf9\u6280\u672f\u6709\u5f88\u6df1\u7684\u7406\u89e3\uff0c\u5bf9\u5f53\u4e0b\u884c\u4e1a\u52a8\u5411\u6d1e\u82e5\u89c2\u706b\uff0c\u800c\u4e14\u5728\u6280\u672f\u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u8986\u76d6\u9762\u975e\u5e38\u5e7f\u3002\u8fd8\u6709\u6211\u4eb2\u81ea\u6311\u9009\u6765\u53c2\u52a0\u4eca\u5929\u6d3b\u52a8\u7684\u6240\u6709VIP\uff0c\u5168\u660e\u661f\u9635\u5bb9\u3002\u611f\u8c22\u5404\u4f4d\u3002<\/p>\n

\u4e5f\u8981\u611f\u8c22\u6240\u6709\u6765\u53c2\u4f1a\u7684\u516c\u53f8\u3002<\/p>\n

\u82f1\u4f1f\u8fbe\u662f\u4e00\u5bb6\u5e73\u53f0\u516c\u53f8\uff0c\u5982\u5404\u4f4d\u6240\u77e5\u3002\u6211\u4eec\u6709\u6280\u672f\uff0c\u6709\u5e73\u53f0\uff0c\u6709\u4e30\u5bcc\u7684\u751f\u6001\u7cfb\u7edf\u3002\u4eca\u5929\uff0c\u603b\u89c4\u6a21\u9ad8\u8fbe100\u4e07\u4ebf\u7f8e\u5143\u7684\u884c\u4e1a\uff0c\u57fa\u672c\u4e0a\u767e\u5206\u4e4b\u767e\u90fd\u6c47\u805a\u4e8e\u6b64\u3002\u6709450\u5bb6\u516c\u53f8\u8d5e\u52a9\u4e86\u8fd9\u6b21\u6d3b\u52a8\u3002\u611f\u8c22\u5404\u4f4d\u3002<\/p>\n

1000\u573a\u6280\u672f\u4f1a\u8bae\uff0c2000\u4f4d\u6f14\u8bb2\u8005\u3002\u8fd9\u6b21\u4f1a\u8bae\u5c06\u8986\u76d6AI\u8fd9\u4e2a\u201c\u4e94\u5c42\u86cb\u7cd5\u201d\u7684\u6bcf\u4e00\u5c42\u2014\u2014\u4ece\u571f\u5730\u3001\u7535\u529b\u548c\u673a\u623f\u5916\u58f3\uff08shell\uff09\u7b49\u57fa\u7840\u8bbe\u65bd\uff0c\u5230\u82af\u7247\u3001\u5e73\u53f0\u3001\u6a21\u578b\uff0c\u5f53\u7136\u6700\u540e\u4e5f\u662f\u6700\u91cd\u8981\u7684\uff0c\u662f\u90a3\u4e9b\u80fd\u8ba9\u8fd9\u4e2a\u884c\u4e1a\u771f\u6b63\u8d77\u98de\u7684\u5e94\u7528\u3002<\/p>\n

\u8fd9\u4e00\u5207\u90fd\u59cb\u4e8eCUDA\u3002\u4eca\u5e74\u662fCUDA\u8bde\u751f20\u5468\u5e74\u3002<\/p>\n

\u6211\u4eec\u5728CUDA\u4e0a\u6df1\u8015\u5df2\u670920\u5e74\u300220\u5e74\u6765\uff0c\u6211\u4eec\u4e00\u76f4\u4e13\u6ce8\u4e8e\u8fd9\u4e2a\u67b6\u6784\u3002\u8fd9\u662f\u4e00\u9879\u9769\u547d\u6027\u7684\u53d1\u660e\uff0c\u53eb\u505aSIMT\uff08\u5355\u6307\u4ee4\u591a\u7ebf\u7a0b\uff09\u3002\u4f60\u53ea\u9700\u7f16\u5199\u6807\u91cf\u4ee3\u7801\uff0c\u5b83\u80fd\u884d\u751f\u51fa\u591a\u7ebf\u7a0b\u5e94\u7528\u3002\u6700\u8fd1\u6211\u4eec\u53c8\u589e\u52a0\u4e86Tile\u7ed3\u6784\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u4e3a\u5f20\u91cf\u6838\u5fc3\u7f16\u7a0b\uff0c\u8fd9\u4e9b\u6570\u5b66\u7ed3\u6784\u662f\u5f53\u4ecaAI\u7684\u6839\u57fa\u3002<\/p>\n

\u6211\u4eec\u6709\u6570\u5343\u79cd\u5f00\u6e90\u7684\u5de5\u5177\u3001\u7f16\u8bd1\u5668\u3001\u6846\u67b6\u548c\u5e93\u3002\u516c\u5f00\u7684\u9879\u76ee\u5927\u6982\u6709\u51e0\u5341\u4e07\u4e2a\u3002CUDA\u5df2\u7ecf\u771f\u6b63\u878d\u5165\u4e86\u6bcf\u4e00\u4e2a\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n

\u8fd9\u5f20\u56fe\u57fa\u672c\u4e0a\u63cf\u8ff0\u4e86\u82f1\u4f1f\u8fbe\u7684\u5168\u90e8\u6218\u7565\u3002\u5f52\u6839\u7ed3\u5e95\uff0c\u6700\u96be\u5b9e\u73b0\u7684\u5c31\u662f\u6700\u5e95\u5c42\u7684\u8fd9\u4e2a\u4e1c\u897f\uff1a\u88c5\u673a\u91cf\u3002\u6211\u4eec\u82b1\u4e8620\u5e74\uff0c\u73b0\u5728\u5168\u7403\u6709\u6570\u4ebf\u9897\u8fd0\u884cCUDA\u7684GPU\u548c\u8ba1\u7b97\u7cfb\u7edf\u3002\u6211\u4eec\u5728\u6bcf\u4e00\u4e2a\u4e91\u4e2d\uff0c\u5728\u6bcf\u4e00\u5bb6\u8ba1\u7b97\u673a\u516c\u53f8\u91cc\uff0c\u670d\u52a1\u7740\u51e0\u4e4e\u6bcf\u4e00\u4e2a\u884c\u4e1a\u3002<\/p>\n

CUDA\u7684\u5e9e\u5927\u88c5\u673a\u91cf\u5c31\u662f\u98de\u8f6e\u52a0\u901f\u7684\u539f\u56e0\u3002\u88c5\u673a\u91cf\u5438\u5f15\u5f00\u53d1\u8005\uff0c\u5f00\u53d1\u8005\u521b\u9020\u65b0\u7b97\u6cd5\uff0c\u5b9e\u73b0\u7a81\u7834\uff0c\u6bd4\u5982\u6df1\u5ea6\u5b66\u4e60\uff0c\u8fd8\u6709\u5f88\u591a\u5176\u4ed6\u7a81\u7834\u3002\u8fd9\u4e9b\u7a81\u7834\u5e26\u6765\u5168\u65b0\u5e02\u573a\uff0c\u56f4\u7ed5\u5b83\u4eec\u5f62\u6210\u65b0\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u5438\u5f15\u5176\u4ed6\u516c\u53f8\u52a0\u5165\uff0c\u53c8\u521b\u9020\u4e86\u66f4\u5927\u7684\u88c5\u673a\u91cf\u3002\u8fd9\u4e2a\u98de\u8f6e\u6b63\u5728\u52a0\u901f\u3002\u82f1\u4f1f\u8fbe\u8f6f\u4ef6\u5e93\u7684\u4e0b\u8f7d\u91cf\u5448\u7206\u70b8\u5f0f\u589e\u957f\uff0c\u89c4\u6a21\u975e\u5e38\u5927\uff0c\u800c\u4e14\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u589e\u957f\u5f97\u90fd\u5feb\u3002\u6b63\u662f\u8fd9\u4e2a\u98de\u8f6e\uff0c\u8ba9\u8fd9\u4e2a\u8ba1\u7b97\u5e73\u53f0\u80fd\u591f\u652f\u6491\u8fd9\u4e48\u591a\u5e94\u7528\u3001\u8fd9\u4e48\u591a\u65b0\u7a81\u7834\u3002<\/p>\n

\u4f46\u6700\u91cd\u8981\u7684\u662f\uff0c\u5b83\u4e5f\u8ba9\u8fd9\u4e9b\u57fa\u7840\u8bbe\u65bd\u62e5\u6709\u6781\u957f\u7684\u4f7f\u7528\u5bff\u547d\u3002\u539f\u56e0\u5f88\u7b80\u5355\uff1a\u80fd\u591f\u5728CUDA\u4e0a\u8fd0\u884c\u7684\u5e94\u7528\u592a\u591a\u4e86\u3002\u6211\u4eec\u652f\u6301AI\u751f\u547d\u5468\u671f\u7684\u6bcf\u4e00\u4e2a\u9636\u6bb5\uff0c\u670d\u52a1\u4e8e\u6bcf\u4e00\u4e2a\u6570\u636e\u5904\u7406\u5e73\u53f0\uff0c\u52a0\u901f\u5404\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u57fa\u4e8e\u79d1\u5b66\u539f\u7406\u7684\u6c42\u89e3\u5668\u3002<\/p>\n

\u5e94\u7528\u8303\u56f4\u5982\u6b64\u4e4b\u5e7f\uff0c\u4e00\u65e6\u4f60\u91c7\u7528\u4e86\u82f1\u4f1f\u8fbeGPU\uff0c\u5b83\u7684\u4f7f\u7528\u5bff\u547d\u4f1a\u975e\u5e38\u957f\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u5927\u7ea6\u516d\u5e74\u524d\u51fa\u8d27\u7684Ampere\u67b6\u6784GPU\uff0c\u5728\u4e91\u4e2d\u7684\u4ef7\u683c\u4e0d\u964d\u53cd\u5347\u3002\u6240\u6709\u8fd9\u4e00\u5207\u4e4b\u6240\u4ee5\u53ef\u80fd\uff0c\u6839\u672c\u4e0a\u662f\u56e0\u4e3a\u88c5\u673a\u91cf\u5927\uff0c\u98de\u8f6e\u8f6c\u5f97\u5feb\uff0c\u5f00\u53d1\u8005\u8986\u76d6\u5e7f\u3002\u5f53\u8fd9\u4e00\u5207\u53d1\u751f\uff0c\u518d\u52a0\u4e0a\u6211\u4eec\u6301\u7eed\u66f4\u65b0\u8f6f\u4ef6\uff0c\u8ba1\u7b97\u6210\u672c\u5c31\u4f1a\u4e0b\u964d\u3002<\/p>\n

\u52a0\u901f\u8ba1\u7b97\u6781\u5927\u5730\u63d0\u5347\u4e86\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u901f\u5ea6\u3002\u540c\u65f6\uff0c\u6211\u4eec\u5728\u5176\u751f\u547d\u5468\u671f\u5185\u6301\u7eed\u7ef4\u62a4\u548c\u66f4\u65b0\u8f6f\u4ef6\uff0c\u4f60\u4e0d\u4ec5\u5728\u7b2c\u4e00\u6b21\u4f7f\u7528\u65f6\u80fd\u83b7\u5f97\u6027\u80fd\u63d0\u5347\uff0c\u968f\u7740\u65f6\u95f4\u63a8\u79fb\uff0c\u8fd8\u80fd\u6301\u7eed\u4eab\u53d7\u52a0\u901f\u8ba1\u7b97\u5e26\u6765\u7684\u6210\u672c\u964d\u4f4e\u3002\u6211\u4eec\u613f\u610f\u7ef4\u62a4\u3001\u613f\u610f\u652f\u6301\u5168\u7403\u6bcf\u4e00\u5757\u8fd9\u6837\u7684GPU\uff0c\u56e0\u4e3a\u5b83\u4eec\u90fd\u662f\u67b6\u6784\u517c\u5bb9\u7684\u3002\u6211\u4eec\u4e4b\u6240\u4ee5\u613f\u610f\u8fd9\u6837\u505a\uff0c\u662f\u56e0\u4e3a\u88c5\u673a\u91cf\u975e\u5e38\u5927\u3002\u5982\u679c\u6211\u4eec\u53d1\u5e03\u4e00\u4e2a\u65b0\u7684\u4f18\u5316\uff0c\u5b83\u80fd\u4f7f\u6570\u767e\u4e07\u9897GPU\u53d7\u76ca\uff0c\u9020\u798f\u5168\u7403\u6bcf\u4e2a\u4eba\u3002<\/p>\n

\u8fd9\u79cd\u52a8\u6001\u7ec4\u5408\u4f7f\u5f97\u82f1\u4f1f\u8fbe\u7684\u67b6\u6784\u80fd\u591f\u6269\u5927\u8986\u76d6\u8303\u56f4\uff0c\u52a0\u901f\u589e\u957f\uff0c\u540c\u65f6\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\uff0c\u6700\u7ec8\u53c8\u8fdb\u4e00\u6b65\u523a\u6fc0\u4e86\u65b0\u7684\u589e\u957f\u3002\u6240\u4ee5CUDA\u662f\u8fd9\u4e00\u5207\u7684\u6838\u5fc3\u3002\u4f46\u6211\u4eec\u7684\u65c5\u7a0b\u5b9e\u9645\u4e0a\u59cb\u4e8e25\u5e74\u524d\u2014\u2014GeForce\u3002<\/p>\n

\u6211\u77e5\u9053\u5404\u4f4d\u4e2d\u6709\u5f88\u591a\u4eba\u662f\u73a9\u7740GeForce\u957f\u5927\u7684\u3002GeForce\u662f\u82f1\u4f1f\u8fbe\u6700\u6210\u529f\u7684\u8425\u9500\u6d3b\u52a8\u3002\u65e9\u5728\u4f60\u81ea\u5df1\u8fd8\u8d1f\u62c5\u4e0d\u8d77\u7684\u65f6\u5019\uff0c\u6211\u4eec\u5c31\u5f00\u59cb\u5438\u5f15\u4f60\u8fd9\u4f4d\u672a\u6765\u7684\u5ba2\u6237\u4e86\u3002\u4f60\u7684\u7236\u6bcd\u4ed8\u4e86\u94b1\uff0c\u8ba9\u4f60\u6210\u4e3a\u82f1\u4f1f\u8fbe\u7684\u5ba2\u6237\u3002\u4ed6\u4eec\u5e74\u590d\u4e00\u5e74\u5730\u4e3a\u4f60\u4e70\u5355\uff0c\u76f4\u5230\u6709\u4e00\u5929\uff0c\u4f60\u6210\u4e3a\u4e86\u4e00\u540d\u51fa\u8272\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\uff0c\u6210\u4e3a\u4e86\u771f\u6b63\u7684\u5ba2\u6237\u3001\u771f\u6b63\u7684\u5f00\u53d1\u8005\u3002<\/p>\n

\u4f46\u8fd9\u4e00\u5207\u90fd\u662fGeForce\u572825\u5e74\u524d\u6253\u4e0b\u7684\u57fa\u7840\u3002\u6211\u4eec\u4ece\u90a3\u91cc\u8d77\u6b65\uff0c\u4e00\u8def\u8d70\u5230CUDA\u300225\u5e74\u524d\uff0c\u6211\u4eec\u53d1\u660e\u4e86\u53ef\u7f16\u7a0b\u7740\u8272\u5668\u3002\u8fd9\u662f\u4e00\u4e2a\u5728\u5f53\u65f6\u5b8c\u5168\u770b\u4e0d\u51fa\u53d1\u660e\u5fc5\u8981\u6027\u7684\u60f3\u6cd5\uff1a\u8ba9\u52a0\u901f\u5668\u53d8\u5f97\u53ef\u7f16\u7a0b\u3002\u4e16\u754c\u4e0a\u7b2c\u4e00\u4e2a\u53ef\u7f16\u7a0b\u52a0\u901f\u5668\u2014\u2014\u50cf\u7d20\u7740\u8272\u5668\uff0c\u5c31\u51fa\u73b0\u572825\u5e74\u524d\u3002\u6b63\u662f\u5b83\u5f15\u5bfc\u6211\u4eec\u4e0d\u65ad\u6df1\u5165\u63a2\u7d22\u3002<\/p>\n

5\u5e74\u540e\uff0c\u6211\u4eec\u53d1\u660e\u4e86CUDA\u3002\u8fd9\u662f\u6211\u4eec\u505a\u8fc7\u7684\u6700\u5927\u7684\u6295\u8d44\u4e4b\u4e00\uff0c\u5f53\u65f6\u6211\u4eec\u5176\u5b9e\u6839\u672c\u8d1f\u62c5\u4e0d\u8d77\u3002\u5b83\u6d88\u8017\u4e86\u516c\u53f8\u7edd\u5927\u591a\u6570\u7684\u5229\u6da6\uff0c\u4f46\u6211\u4eec\u8fd8\u662f\u8ba9CUDA\u642d\u4e58GeForce\u7684\u4fbf\u8f66\uff0c\u8fdb\u5165\u4e86\u6bcf\u4e00\u53f0\u7535\u8111\u3002\u6211\u4eec\u5168\u8eab\u5fc3\u6295\u5165\u521b\u5efa\u8fd9\u4e2a\u5e73\u53f0\uff0c\u56e0\u4e3a\u6211\u4eec\u5f3a\u70c8\u5730\u611f\u53d7\u5230\u4e86\u5b83\u7684\u6f5c\u529b\u3002\u6700\u7ec8\uff0c\u6b63\u662f\u516c\u53f8\u5bf9\u5b83\u7684\u6267\u7740\uff0c\u5c3d\u7ba1\u8d77\u521d\u56f0\u96be\u91cd\u91cd\uff0c\u4f46\u6211\u4eec\u65e5\u590d\u4e00\u65e5\u5730\u575a\u4fe1\u5b83\uff0c\u5386\u7ecf13\u4ee3\u4ea7\u54c1\u300120\u5e74\u5149\u9634\uff0c\u73b0\u5728\u6211\u4eec\u8ba9CUDA\u53d8\u5f97\u65e0\u5904\u4e0d\u5728\u3002<\/p>\n

\u50cf\u7d20\u7740\u8272\u5668\u5f53\u7136\u5e26\u6765\u4e86GeForce\u7684\u9769\u547d\u3002\u7136\u540e10\u5e74\u524d\uff0c\u6211\u4eec\u63a8\u51fa\u4e86RTX\uff0c\u4e3a\u73b0\u4ee3\u8ba1\u7b97\u673a\u56fe\u5f62\u65f6\u4ee3\u5f7b\u5e95\u91cd\u65b0\u8bbe\u8ba1\u4e86\u67b6\u6784\u3002GeForce\u5c06CUDA\u5e26\u5411\u4e86\u4e16\u754c\uff0c\u4e5f\u56e0\u6b64\u8ba9\u4e9a\u5386\u514b\u65af\u00b7\u514b\u91cc\u820d\u592b\u65af\u57fa (Alex Krizhevsky)\u3001\u4f0a\u5229\u4e9a\u00b7\u82cf\u8328\u514b\u7ef4 (IlyaSutskever)\u3001\u6770\u5f17\u91cc\u00b7\u8f9b\u987f (Geoffrey Hinton)\u3001\u5434\u6069\u8fbe (Andrew Ng)\u4ee5\u53ca\u8bb8\u591a\u5176\u4ed6\u4eba\u53d1\u73b0\uff0cGPU\u53ef\u4ee5\u5e2e\u52a9\u4ed6\u4eec\u52a0\u901f\u6df1\u5ea6\u5b66\u4e60\u3002\u8fd9\u5f15\u53d1\u4e86AI\u7684\u5927\u7206\u70b8\u3002<\/p>\n

10\u5e74\u524d\uff0c\u6211\u4eec\u51b3\u5b9a\u878d\u5408\u53ef\u7f16\u7a0b\u7740\u8272\uff0c\u5e76\u5f15\u5165\u4e24\u4e2a\u65b0\u60f3\u6cd5\uff1a\u4e00\u4e2a\u662f\u5149\u7ebf\u8ffd\u8e2a\uff0c\u5305\u62ec\u786c\u4ef6\u5149\u7ebf\u8ffd\u8e2a\uff0c\u8fd9\u6781\u5176\u56f0\u96be\uff1b\u53e6\u4e00\u4e2a\u5728\u5f53\u65f6\u662f\u4e2a\u65b0\u60f3\u6cd5\u2014\u2014\u5927\u7ea610\u5e74\u524d\uff0c\u6211\u4eec\u5c31\u8ba4\u4e3aAI\u5c06\u5f7b\u5e95\u6539\u53d8\u8ba1\u7b97\u673a\u56fe\u5f62\u3002\u5c31\u50cfGeForce\u5c06AI\u5e26\u7ed9\u4e16\u754c\u4e00\u6837\uff0c\u73b0\u5728AI\u5c06\u53cd\u8fc7\u6765\u5f7b\u5e95\u6539\u53d8\u8ba1\u7b97\u673a\u56fe\u5f62\u7684\u6574\u4e2a\u8fd0\u4f5c\u65b9\u5f0f\u3002\u4eca\u5929\uff0c\u6211\u8981\u5411\u5404\u4f4d\u5c55\u793a\u672a\u6765\u7684\u65b9\u5411\u3002\u8fd9\u662f\u6211\u4eec\u4e0b\u4e00\u4ee3\u56fe\u5f62\u6280\u672f\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a\u795e\u7ecf\u6e32\u67d3\uff0c\u53733D\u56fe\u5f62\u4e0eAI\u7684\u878d\u5408\u3002\u5b83\u5c31\u662fDLSS 5\u3002<\/p>\n

\u8ba1\u7b97\u673a\u56fe\u5f62\u6d3b\u8fc7\u6765\u4e86\uff0c\u6211\u4eec\u628a\u53ef\u63a7\u76843D\u56fe\u5f62\u3001\u7ed3\u6784\u5316\u6570\u636e\u4e0e\u751f\u6210\u5f0fAI\u3001\u6982\u7387\u8ba1\u7b97\u7ed3\u5408\u5728\u4e00\u8d77\u3002\u4e00\u4e2a\u662f\u5b8c\u5168\u9884\u6d4b\u6027\u7684\uff0c\u53e6\u4e00\u4e2a\u662f\u6982\u7387\u6027\u7684\u4f46\u9ad8\u5ea6\u903c\u771f\u3002\u6211\u4eec\u628a\u8fd9\u4e24\u4e2a\u60f3\u6cd5\u7ed3\u5408\u8d77\u6765\uff0c\u901a\u8fc7\u7ed3\u6784\u5316\u6570\u636e\u5b9e\u73b0\u5b8c\u7f8e\u63a7\u5236\uff0c\u540c\u65f6\u53c8\u8fdb\u884c\u751f\u6210\u3002\u7ed3\u679c\u662f\uff0c\u5185\u5bb9\u65e2\u60ca\u8273\u7f8e\u4e3d\uff0c\u53c8\u5b8c\u5168\u53ef\u63a7\u3002<\/p>\n

\u8fd9\u79cd\u878d\u5408\u7ed3\u6784\u5316\u4fe1\u606f\u548c\u751f\u6210\u5f0fAI\u7684\u6982\u5ff5\uff0c\u4f1a\u4e00\u4e2a\u884c\u4e1a\u63a5\u4e00\u4e2a\u884c\u4e1a\u5730\u91cd\u6f14\u3002\u7ed3\u6784\u5316\u6570\u636e\u662f\u53ef\u4fe1\u4efbAI\u7684\u57fa\u7840\u3002<\/p>\n

02\u6570\u636e\u57fa\u7840\u8bbe\u65bd<\/b><\/p>\n

cuDF\/cuVS\u6838\u5fc3\u5e93\u4e0e\u4e91\u7aef\u751f\u6001\u6574\u5408<\/b><\/p>\n

\u4f60\u4eec\u542c\u8bf4\u8fc7SQL\u3001Spark\u3001Pandas\u3001Velox\uff0c\u4ee5\u53ca\u8bb8\u591a\u975e\u5e38\u91cd\u8981\u7684\u5927\u5e73\u53f0\uff0c\u6bd4\u5982Snowflake\u3001Databricks\u3001Amazon EMR\u3001AzureFabric\u3001Google CloudBigQuery\u3002\u6240\u6709\u8fd9\u4e9b\u5e73\u53f0\u90fd\u5728\u5904\u7406\u6570\u636e\u5e27\u3002\u8fd9\u4e9b\u6570\u636e\u5e27\u662f\u5de8\u5927\u7684\u7535\u5b50\u8868\u683c\uff0c\u88c5\u8f7d\u7740\u751f\u6d3b\u4e2d\u7684\u6240\u6709\u4fe1\u606f\u3002\u8fd9\u662f\u7ed3\u6784\u5316\u6570\u636e\uff0c\u4e5f\u662f\u5546\u4e1a\u7684\u4e8b\u5b9e\u57fa\u51c6\uff0c\u662f\u4f01\u4e1a\u8ba1\u7b97\u7684\u4e8b\u5b9e\u57fa\u51c6\u3002<\/p>\n

\u4e3a\u4e86\u8ba9AI\u80fd\u591f\u5904\u7406\u6570\u636e\uff0c\u6211\u4eec\u5fc5\u987b\u628a\u6570\u636e\u5904\u7406\u7684\u901f\u5ea6\u63d0\u5347\u5230\u6781\u81f4\u3002\u8fc7\u53bb\uff0c\u5c31\u7b97\u4e0d\u52a0\u901f\u4e5f\u80fd\u5e94\u4ed8\u8fc7\u53bb\uff0c\u5f53\u7136\u6211\u4eec\u4e5f\u4f1a\u60f3\u529e\u6cd5\u63d0\u5347\u7ed3\u6784\u5316\u6570\u636e\u7684\u5904\u7406\u901f\u5ea6\uff0c\u8fd9\u6837\u5c31\u80fd\u5904\u7406\u66f4\u591a\u6570\u636e\u3001\u6210\u672c\u66f4\u4f4e\u3001\u6bcf\u5929\u8fd0\u884c\u7684\u6b21\u6570\u66f4\u9891\u7e41\uff0c\u8ba9\u6574\u4e2a\u516c\u53f8\u7684\u8fd0\u8f6c\u66f4\u52a0\u540c\u6b65\u3002<\/p>\n

\u4f46\u672a\u6765\uff0c\u8fd9\u4e9b\u6570\u636e\u7ed3\u6784\u662f\u8981\u7ed9AI\u7528\u7684\uff0c\u800cAI\u7684\u5904\u7406\u901f\u5ea6\u6bd4\u4eba\u7c7b\u5feb\u5f97\u591a\u3002\u672a\u6765\u7684\u667a\u80fd\u4f53\u4e5f\u4f1a\u4f7f\u7528\u7ed3\u6784\u5316\u6570\u636e\u5e93\u3002\u5f53\u7136\u8fd8\u6709\u975e\u7ed3\u6784\u5316\u6570\u636e\u5e93\u548c\u751f\u6210\u5f0f\u6570\u636e\u5e93\uff0c\u8fd9\u4e9b\u6570\u636e\u5e93\u6db5\u76d6\u4e86\u4e16\u754c\u4e0a\u7edd\u5927\u90e8\u5206\u7684\u4fe1\u606f\u3002\u6bcf\u5e74\u751f\u6210\u7684\u4fe1\u606f\u4e2d\uff0c\u5927\u7ea6\u670990%\u662f\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002<\/p>\n

\u76f4\u5230\u73b0\u5728\uff0c\u8fd9\u4e9b\u6570\u636e\u5bf9\u4e16\u754c\u6765\u8bf4\u57fa\u672c\u662f\u6ca1\u7528\u7684\u3002\u6211\u4eec\u8bfb\u4e86\uff0c\u5b58\u8fdb\u6587\u4ef6\u7cfb\u7edf\uff0c\u7136\u540e\u5c31\u675f\u4e4b\u9ad8\u9601\u4e86\u3002\u6ca1\u529e\u6cd5\u67e5\u8be2\uff0c\u5f88\u96be\u8fdb\u884c\u641c\u7d22\uff0c\u5904\u7406\u8d77\u6765\u975e\u5e38\u9ebb\u70e6\u3002\u539f\u56e0\u5728\u4e8e\u975e\u7ed3\u6784\u5316\u6570\u636e\u5f88\u96be\u5efa\u7acb\u7d22\u5f15\uff0c\u4f60\u5f97\u7406\u89e3\u5b83\u7684\u542b\u4e49\u548c\u7528\u9014\u624d\u884c\u3002<\/p>\n

\u6240\u4ee5\u73b0\u5728\u6211\u4eec\u8981\u8ba9AI\u6765\u505a\u8fd9\u4ef6\u4e8b\u3002\u5c31\u50cfAI\u80fd\u591f\u89e3\u51b3\u591a\u6a21\u6001\u611f\u77e5\u548c\u7406\u89e3\u7684\u95ee\u9898\u4e00\u6837\uff0c\u4f60\u53ef\u4ee5\u7528\u540c\u6837\u7684\u6280\u672f\u53bb\u8bfb\u53d6PDF\uff0c\u7406\u89e3\u5b83\u7684\u542b\u4e49\uff0c\u7136\u540e\u57fa\u4e8e\u8fd9\u4e2a\u542b\u4e49\u628a\u5b83\u5d4c\u5165\u5230\u4e00\u4e2a\u66f4\u5927\u3001\u53ef\u4ee5\u641c\u7d22\u548c\u67e5\u8be2\u7684\u7ed3\u6784\u4e2d\u3002<\/p>\n

\u4e3a\u6b64\uff0c\u82f1\u4f1f\u8fbe\u521b\u5efa\u4e86\u4e24\u4e2a\u57fa\u7840\u5e93\u3002\u5c31\u50cf\u6211\u4eec\u4e3a3D\u56fe\u5f62\u9886\u57df\u6253\u9020\u4e86RTX\u4e00\u6837\uff0c\u6211\u4eec\u4e3a\u6570\u636e\u5e27\u548c\u7ed3\u6784\u5316\u6570\u636e\u6253\u9020\u4e86cuDF\uff0c\u4e3a\u5411\u91cf\u5b58\u50a8\u3001\u8bed\u4e49\u6570\u636e\u3001\u975e\u7ed3\u6784\u5316\u6570\u636e\u548cAI\u6570\u636e\u6253\u9020\u4e86cuVS\u3002\u8fd9\u4e24\u4e2a\u5e73\u53f0\u672a\u6765\u5c06\u6210\u4e3a\u6700\u91cd\u8981\u7684\u4e24\u4e2a\u5e73\u53f0\u3002<\/p>\n

\u770b\u5230\u8fd9\u4e24\u4e2a\u5e93\u5728\u6574\u4e2a\u7f51\u7edc\u3001\u5728\u8fd9\u4e2a\u590d\u6742\u7684\u5168\u7403\u6570\u636e\u5904\u7406\u7cfb\u7edf\u4e2d\u88ab\u5e7f\u6cdb\u91c7\u7528\uff0c\u6211\u7279\u522b\u5174\u594b\u3002\u56e0\u4e3a\u6570\u636e\u5904\u7406\u8fd9\u4e2a\u9886\u57df\u5df2\u7ecf\u5b58\u5728\u5f88\u957f\u65f6\u95f4\u4e86\uff0c\u56e0\u6b64\u6709\u8fd9\u4e48\u591a\u4e0d\u540c\u7684\u516c\u53f8\u3001\u5e73\u53f0\u548c\u670d\u52a1\u3002\u6211\u4eec\u82b1\u4e86\u5f88\u957f\u65f6\u95f4\u624d\u771f\u6b63\u6df1\u5165\u96c6\u6210\u5230\u8fd9\u4e2a\u751f\u6001\u7cfb\u7edf\u4e2d\u3002\u6211\u5bf9\u6211\u4eec\u5728\u8be5\u9886\u57df\u6240\u505a\u7684\u5de5\u4f5c\u611f\u5230\u975e\u5e38\u81ea\u8c6a\u3002<\/p>\n

\u4eca\u5929\u6211\u4eec\u8fd8\u8981\u53d1\u5e03\u51e0\u9879\u91cd\u8981\u8fdb\u5c55\u3002<\/p>\n

\u9996\u5148\u662fIBM\u3002\u4f5c\u4e3aSQL\u7684\u53d1\u660e\u8005\u2014\u2014SQL\u662f\u6709\u53f2\u4ee5\u6765\u6700\u91cd\u8981\u7684\u9886\u57df\u7279\u5b9a\u8bed\u8a00\u4e4b\u4e00\u2014\u2014IBM\u6b63\u5728\u7528cuDF\u52a0\u901f\u4ed6\u4eec\u7684Watson X Data\u5e73\u53f0\u3002\u56de\u987e\u5386\u53f2\uff0c60\u5e74\u524dIBM\u63a8\u51fa\u4e86System\/360\uff0c\u8fd9\u662f\u901a\u7528\u8ba1\u7b97\u7684\u7b2c\u4e00\u4e2a\u73b0\u4ee3\u5e73\u53f0\uff0c\u5f00\u542f\u4e86\u6574\u4e2a\u8ba1\u7b97\u65f6\u4ee3\u3002\u968f\u540e\u8bde\u751f\u7684SQL\u4f5c\u4e3a\u4e00\u79cd\u58f0\u660e\u5f0f\u8bed\u8a00\uff0c\u8ba9\u4eba\u4eec\u65e0\u9700\u4e00\u6b65\u6b65\u6307\u793a\u8ba1\u7b97\u673a\u5c31\u80fd\u67e5\u8be2\u6570\u636e\uff0c\u518d\u52a0\u4e0a\u6570\u636e\u4ed3\u5e93\u7684\u51fa\u73b0\uff0c\u8fd9\u4e9b\u90fd\u5960\u5b9a\u4e86\u73b0\u4ee3\u4f01\u4e1a\u8ba1\u7b97\u7684\u57fa\u77f3\u3002\u800c\u4eca\u5929\uff0cIBM\u548c\u82f1\u4f1f\u8fbe\u6b63\u5728\u7528GPU\u8ba1\u7b97\u5e93\u52a0\u901fIBM Watson X Data\u7684SQL\u5f15\u64ce\uff0c\u4e3aAI\u65f6\u4ee3\u91cd\u5851\u6570\u636e\u5904\u7406\u65b9\u5f0f\u3002<\/p>\n

\u6570\u636e\u662f\u8d4b\u4e88AI\u80cc\u666f\u548c\u610f\u4e49\u7684\u4e8b\u5b9e\u57fa\u51c6\u3002AI\u9700\u8981\u5feb\u901f\u8bbf\u95ee\u6d77\u91cf\u6570\u636e\uff0c\u4f46\u4f20\u7edf\u57fa\u4e8eCPU\u7684\u6570\u636e\u5904\u7406\u7cfb\u7edf\u5df2\u7ecf\u8ddf\u4e0d\u4e0a\u8fd9\u4e2a\u9700\u6c42\u4e86\u3002<\/p>\n

\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u96c0\u5de2\u6bcf\u5929\u8981\u5904\u7406\u51e0\u5343\u4e2a\u4f9b\u5e94\u94fe\u51b3\u7b56\u3002\u4ed6\u4eec\u7684\u201c\u8ba2\u5355\u5230\u73b0\u91d1\u201d\u6570\u636e\u96c6\u5e02\uff0c\u6c47\u96c6\u4e86\u5168\u7403185\u4e2a\u56fd\u5bb6\u548c\u5730\u533a\u6240\u6709\u7684\u4f9b\u5e94\u8ba2\u5355\u548c\u4ea4\u4ed8\u4e8b\u4ef6\u3002\u8fc7\u53bb\u5728CPU\u4e0a\uff0c\u96c0\u5de2\u6bcf\u5929\u53ea\u80fd\u5237\u65b0\u6570\u636e\u96c6\u5e02\u51e0\u6b21\u3002\u73b0\u5728\u7528\u4e86\u52a0\u901f\u540e\u7684\u3001\u8fd0\u884c\u5728GPU\u4e0a\u7684Watson X Data\uff0c\u4ed6\u4eec\u80fd\u4ee55\u500d\u7684\u901f\u5ea6\u8fd0\u884c\u540c\u6837\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u6210\u672c\u964d\u4f4e\u4e8683%\u3002\u8fd9\u8bf4\u660e\u9762\u5411AI\u65f6\u4ee3\u7684\u52a0\u901f\u8ba1\u7b97\u5e73\u53f0\u5df2\u7ecf\u5230\u6765\u3002<\/p>\n

\u82f1\u4f1f\u8fbe\u4e0d\u4ec5\u5728\u4e91\u7aef\u52a0\u901f\u6570\u636e\u5904\u7406\uff0c\u4e5f\u5728\u52a0\u901f\u672c\u5730\u90e8\u7f72\u7684\u6570\u636e\u5904\u7406\u3002\u6234\u5c14\u4f5c\u4e3a\u5168\u7403\u9886\u5148\u7684\u8ba1\u7b97\u673a\u7cfb\u7edf\u5236\u9020\u5546\u548c\u5b58\u50a8\u4f9b\u5e94\u5546\uff0c\u6b63\u4e0e\u6211\u4eec\u5408\u4f5c\u521b\u5efa\u6234\u5c14AI\u6570\u636e\u5e73\u53f0\u3002\u8fd9\u4e2a\u5e73\u53f0\u96c6\u6210\u4e86cuDF\u548ccuVS\uff0c\u4e3aAI\u65f6\u4ee3\u6253\u9020\u4e86\u52a0\u901f\u7684\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u3002\u4ed6\u4eec\u4e0eNTTData\u5408\u4f5c\u7684\u9879\u76ee\u5df2\u7ecf\u5b9e\u73b0\u4e86\u6027\u80fd\u7684\u5927\u5e45\u63d0\u5347\u3002<\/p>\n

\u518d\u770bGoogle Cloud\uff0c\u6211\u4eec\u4e0eGoogle Cloud\u6709\u7740\u957f\u671f\u7684\u5408\u4f5c\u5173\u7cfb\u3002\u6211\u4eec\u6b63\u5728\u52a0\u901fGoogle\u7684Vertex AI\uff0c\u73b0\u5728\u4e5f\u5f00\u59cb\u52a0\u901fBigQuery\u2014\u2014\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u6846\u67b6\u548c\u5e73\u53f0\u3002\u4e0eSnapchat\u7684\u5408\u4f5c\u9879\u76ee\u663e\u793a\uff0c\u6211\u4eec\u5e2e\u4ed6\u4eec\u628a\u8ba1\u7b97\u6210\u672c\u964d\u4f4e\u4e86\u8fd180%\u3002<\/p>\n

\u5f53\u4f60\u52a0\u901f\u6570\u636e\u5904\u7406\u3001\u52a0\u901f\u8ba1\u7b97\u65f6\uff0c\u4f60\u4e0d\u4ec5\u80fd\u83b7\u5f97\u901f\u5ea6\u7684\u63d0\u5347\u3001\u89c4\u6a21\u7684\u589e\u957f\uff0c\u66f4\u91cd\u8981\u7684\u662f\u8fd8\u80fd\u83b7\u5f97\u6210\u672c\u7684\u4f18\u52bf\u3002\u6240\u6709\u8fd9\u4e9b\u597d\u5904\u878d\u4e3a\u4e00\u4f53\u3002<\/p>\n

\u8fc7\u53bb\uff0c\u8fd9\u79cd\u8fdb\u6b65\u6765\u81ea\u6469\u5c14\u5b9a\u5f8b\u2014\u2014\u6bcf\u51e0\u5e74\u6027\u80fd\u7ffb\u4e00\u756a\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5728\u4ef7\u683c\u57fa\u672c\u4e0d\u53d8\u7684\u60c5\u51b5\u4e0b\uff0c\u8ba1\u7b97\u673a\u8981\u4e48\u6bcf\u4e24\u5e74\u6027\u80fd\u7ffb\u500d\uff0c\u8981\u4e48\u8ba1\u7b97\u6210\u672c\u51cf\u534a\u3002\u5982\u4eca\u6469\u5c14\u5b9a\u5f8b\u5df2\u7ecf\u8d70\u5230\u5c3d\u5934\uff0c\u6211\u4eec\u9700\u8981\u65b0\u7684\u65b9\u6cd5\u6765\u5b9e\u73b0\u6301\u7eed\u7684\u6027\u80fd\u63d0\u5347\u548c\u6210\u672c\u4f18\u5316\u3002<\/p>\n

\u52a0\u901f\u8ba1\u7b97\u8ba9\u6211\u4eec\u80fd\u591f\u5b9e\u73b0\u8fd9\u4e9b\u5de8\u5927\u7684\u6027\u80fd\u98de\u8dc3\u3002\u800c\u4e14\uff0c\u968f\u7740\u6211\u4eec\u4e0d\u65ad\u4f18\u5316\u7b97\u6cd5\uff0c\u52a0\u4e0a\u6211\u4eec\u5e7f\u6cdb\u7684\u8986\u76d6\u8303\u56f4\u548c\u5e9e\u5927\u7684\u88c5\u673a\u91cf\uff0c\u6211\u4eec\u53ef\u4ee5\u6301\u7eed\u4e3a\u5168\u7403\u6bcf\u4e2a\u4eba\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3001\u6269\u5927\u89c4\u6a21\u3001\u63d0\u5347\u901f\u5ea6\u3002\u8fd9\u91cc\u8fd8\u662f\u4ee5Google Cloud\u4e3a\u4f8b\uff0c\u5404\u4f4d\u53ef\u4ee5\u770b\u5230\u6211\u521a\u624d\u63d0\u5230\u7684\u6a21\u5f0f\u3002<\/p>\n

\u82f1\u4f1f\u8fbe\u6784\u5efa\u4e86\u4e00\u4e2a\u52a0\u901f\u8ba1\u7b97\u5e73\u53f0\uff0c\u4e0a\u9762\u8fd0\u884c\u7740\u4e00\u7cfb\u5217\u8f6f\u4ef6\u5e93\u3002\u6211\u4e3e\u4e86\u4e09\u4e2a\u4f8b\u5b50\uff1aRTX\u662f\u5176\u4e2d\u4e4b\u4e00\uff0ccuDF\u662f\u53e6\u4e00\u4e2a\uff0ccuVS\u662f\u7b2c\u4e09\u4e2a\u3002\u8fd9\u4e9b\u8f6f\u4ef6\u5e93\u90fd\u6784\u5efa\u5728\u6211\u4eec\u7684\u5e73\u53f0\u4e4b\u4e0a\u3002\u4f46\u6211\u4eec\u6700\u7ec8\u8981\u96c6\u6210\u5230\u5168\u7403\u7684\u4e91\u670d\u52a1<\/a>\u548c\u539f\u59cb\u8bbe\u5907\u5236\u9020\u5546\u4e2d\uff0c\u5e76\u4e0e\u5176\u4ed6\u5e73\u53f0\u4e00\u8d77\uff0c\u89e6\u8fbe\u6574\u4e2a\u4e16\u754c\u3002\u8fd9\u79cd\u6a21\u5f0f\u5c06\u4f1a\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u590d\u5236\u3002\u8fd9\u53ea\u662f\u4e00\u4e2a\u4f8b\u5b50\u3002\u82f1\u4f1f\u8fbe\u548cGoogle Cloud\u5408\u4f5c\uff0c\u6211\u4eec\u52a0\u901fVertex AI\uff0c\u52a0\u901fBigQuery\u3002\u6211\u4e3a\u6211\u4eec\u4e0eJAX XLA\u7684\u5408\u4f5c\u611f\u5230\u81ea\u8c6a\u3002\u6211\u4eec\u5728PyTorch\u4e0a\u8868\u73b0\u5353\u8d8a\uff0c\u662f\u4e16\u754c\u4e0a\u552f\u4e00\u5728PyTorch\u548cJAX XLA\u4e0a\u90fd\u8868\u73b0\u5982\u6b64\u51fa\u8272\u7684\u52a0\u901f\u5668\u3002<\/p>\n

\u6211\u4eec\u652f\u6301\u7684\u5ba2\u6237\uff0c\u6bd4\u5982Baseten\u3001CrowdStrike\u3001Puma\u3001Salesforce\u2014\u2014\u4ed6\u4eec\u4e0d\u662f\u6211\u4eec\u7684\u76f4\u63a5\u5ba2\u6237\uff0c\u4f46\u4ed6\u4eec\u662f\u6211\u4eec\u7684\u5f00\u53d1\u8005\u3002\u6211\u4eec\u5df2\u7ecf\u5c06\u82f1\u4f1f\u8fbe\u6280\u672f\u96c6\u6210\u5230\u4ed6\u4eec\u7684\u7cfb\u7edf\u4e2d\uff0c\u6700\u7ec8\u843d\u5730\u5230\u4e91\u4e0a\u3002\u6211\u4eec\u4e0e\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u7684\u5173\u7cfb\uff0c\u672c\u8d28\u4e0a\u662f\u6211\u4eec\u628a\u5ba2\u6237\u5e26\u7ed9\u5b83\u4eec\u3002\u6211\u4eec\u96c6\u6210\u8f6f\u4ef6\u5e93\uff0c\u52a0\u901f\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u628a\u8fd9\u4e9b\u5ba2\u6237\u5e26\u5230\u4e91\u4e2d\u3002\u6240\u4ee5\uff0c\u6b63\u5982\u5404\u4f4d\u6240\u89c1\uff0c\u5927\u591a\u6570\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u90fd\u559c\u6b22\u4e0e\u6211\u4eec\u5408\u4f5c\uff0c\u4ed6\u4eec\u603b\u662f\u8981\u6c42\u6211\u4eec\u628a\u4e0b\u4e00\u4e2a\u5ba2\u6237\u653e\u5230\u4ed6\u4eec\u7684\u4e91\u4e0a\u3002\u6211\u60f3\u544a\u8bc9\u5404\u4f4d\uff0c\u5ba2\u6237\u6570\u91cf\u5f88\u591a\u3002\u6211\u4eec\u5c06\u52a0\u901f\u6240\u6709\u4eba\u3002\u4f1a\u6709\u5f88\u591a\u5f88\u591a\u5ba2\u6237\u80fd\u591f\u843d\u5730\u5230\u4f60\u4eec\u7684\u4e91\u4e2d\uff0c\u8bf7\u8010\u5fc3\u7b49\u5f85\u3002<\/p>\n

\u6b64\u5916\uff0c\u6211\u4eec\u4e0eAWS\u5408\u4f5c\u5df2\u4e45\u3002\u4eca\u5e74\u6211\u7279\u522b\u5174\u594b\u7684\u4e00\u4ef6\u4e8b\u662f\uff0c\u6211\u4eec\u5c06\u628aOpenAI<\/a>\u5e26\u5230AWS\u3002\u8fd9\u5c06\u63a8\u52a8AWS\u4e0a\u4e91\u8ba1\u7b97\u7684\u5927\u91cf\u6d88\u8017\uff0c\u6269\u5927OpenAI\u7684\u8986\u76d6\u8303\u56f4\u548c\u8ba1\u7b97\u80fd\u529b\u3002\u5982\u5404\u4f4d\u6240\u77e5\uff0cOpenAI\u76ee\u524d\u5b8c\u5168\u53d7\u9650\u4e8e\u8ba1\u7b97\u80fd\u529b\u3002\u5728AWS\u4e0a\uff0c\u6211\u4eec\u52a0\u901fEMR\uff0c\u52a0\u901fSageMaker\uff0c\u52a0\u901fBedrock\u3002\u82f1\u4f1f\u8fbe\u4e0eAWS\u7684\u96c6\u6210\u975e\u5e38\u6df1\u5165\u3002AWS\u662f\u6211\u4eec\u7684\u7b2c\u4e00\u4e2a\u4e91\u5408\u4f5c\u4f19\u4f34\u3002<\/p>\n

\u63a5\u4e0b\u6765\u662fMicrosoft Azure\u3002\u82f1\u4f1f\u8fbe\u7684A100\u8d85\u7ea7\u8ba1\u7b97\u673a\u2014\u2014\u6211\u4eec\u5236\u9020\u7684\u7b2c\u4e00\u53f0\u8d85\u7ea7\u8ba1\u7b97\u673a\u662f\u7ed9\u81ea\u5df1\u7528\u7684\uff0c\u800c\u7b2c\u4e00\u53f0\u5b89\u88c5\u5c31\u843d\u5730\u5728Azure\u4e0a\u3002\u90a3\u6b21\u5408\u4f5c\u4fc3\u6210\u4e86\u4e0eOpenAI\u7684\u5de8\u5927\u6210\u529f\u3002\u6211\u4eec\u4e0eAzure\u5408\u4f5c\u5df2\u4e45\u3002\u6211\u4eec\u73b0\u5728\u52a0\u901fAzure\u4e91\uff0c\u5e76\u4e0e\u4ed6\u4eec\u7684AI Foundry\u6df1\u5ea6\u5408\u4f5c\u3002\u6211\u4eec\u52a0\u901f\u5fc5\u5e94\u641c\u7d22\uff0c\u5728Azure\u533a\u57df\u4e0a\u4e0e\u5fae\u8f6f<\/a>\u5408\u4f5c\u3002\u8fd9\u4e2a\u9886\u57df\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u6211\u4eec\u6b63\u5728\u5168\u7403\u8303\u56f4\u5185\u6301\u7eed\u6269\u5c55AI\u3002<\/p>\n

\u6211\u4eec\u63d0\u4f9b\u7684\u4e00\u9879\u5173\u952e\u80fd\u529b\u662f\u673a\u5bc6\u8ba1\u7b97\u3002\u5728\u673a\u5bc6\u8ba1\u7b97\u4e2d\uff0c\u4f60\u8981\u786e\u4fdd\u5373\u4f7f\u662f\u64cd\u4f5c\u5458\u4e5f\u65e0\u6cd5\u770b\u5230\u4f60\u7684\u6570\u636e\uff0c\u65e0\u6cd5\u89e6\u78b0\u6216\u770b\u5230\u4f60\u7684\u6a21\u578b\u3002\u82f1\u4f1f\u8fbe\u7684GPU\u662f\u4e16\u754c\u4e0a\u7b2c\u4e00\u4e2a\u5b9e\u73b0\u8fd9\u4e00\u70b9\u7684\u3002\u73b0\u5728\uff0c\u5b83\u80fd\u591f\u652f\u6301\u673a\u5bc6\u8ba1\u7b97\uff0c\u5e76\u4fdd\u62a4OpenAI\u548cAnthropic\u8fd9\u4e9b\u6781\u5177\u4ef7\u503c\u7684\u6a21\u578b\u5728\u4e91\u7aef\u548c\u4e0d\u540c\u5730\u533a\u7684\u90e8\u7f72\uff0c\u8fd9\u90fd\u5f52\u529f\u4e8e\u6211\u4eec\u7684\u673a\u5bc6\u8ba1\u7b97\u80fd\u529b\u3002\u673a\u5bc6\u8ba1\u7b97\u975e\u5e38\u91cd\u8981\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0cSynopsys\u662f\u6211\u4eec\u5f88\u597d\u7684\u5408\u4f5c\u4f19\u4f34\u3002\u6211\u4eec\u6b63\u5728\u52a0\u901f\u4ed6\u4eec\u6240\u6709\u7684EDA\u548cCAE\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e76\u843d\u5730\u5728Microsoft Azure\u4e0a\u3002<\/p>\n

\u6211\u4eec\u662f\u7532\u9aa8\u6587\u7684\u7b2c\u4e00\u4e2aAI\u5ba2\u6237\u3002\u5927\u591a\u6570\u4eba\u53ef\u80fd\u4f1a\u4ee5\u4e3a\u6211\u4eec\u662f\u4ed6\u4eec\u7684\u7b2c\u4e00\u4e2a\u4f9b\u5e94\u5546\u2014\u2014\u6211\u4eec\u7684\u786e\u662f\u4ed6\u4eec\u7684\u7b2c\u4e00\u4e2a\u4f9b\u5e94\u5546\uff0c\u4f46\u6211\u4eec\u540c\u65f6\u4e5f\u662f\u4ed6\u4eec\u7684\u7b2c\u4e00\u4e2aAI\u5ba2\u6237\u3002\u6211\u5f88\u81ea\u8c6a\uff0c\u5f53\u5e74\u662f\u6211\u7b2c\u4e00\u6b21\u5411\u7532\u9aa8\u6587\u89e3\u91ca\u4e86AI\u4e91\u7684\u6982\u5ff5\uff0c\u7136\u540e\u6211\u4eec\u6210\u4e86\u4ed6\u4eec\u7684\u7b2c\u4e00\u4e2a\u5ba2\u6237\u3002\u81ea\u90a3\u4ee5\u540e\uff0c\u7532\u9aa8\u6587\u771f\u6b63\u8d77\u98de\u4e86\u3002\u6211\u4eec\u5728\u90a3\u91cc\u843d\u5730\u4e86\u4e00\u5927\u6279\u5408\u4f5c\u4f19\u4f34\uff0c\u5305\u62ecCoreWeave\u548cFireworks AI\uff0c\u5f53\u7136\u8fd8\u6709OpenAI\u4e0eCoreWeave\u7684\u5408\u4f5c\u3002CoreWeave\u662f\u5168\u7403\u7b2c\u4e00\u4e2aAI\u539f\u751f\u4e91\u3002\u8fd9\u5bb6\u516c\u53f8\u6210\u7acb\u7684\u552f\u4e00\u76ee\u7684\uff0c\u5c31\u662f\u4e3a\u4e86\u8fce\u63a5\u52a0\u901f\u8ba1\u7b97\u65f6\u4ee3\uff0c\u63d0\u4f9bGPU\u6258\u7ba1\uff0c\u6258\u7ba1AI\u4e91\u3002\u4ed6\u4eec\u62e5\u6709\u975e\u5e38\u51fa\u8272\u7684\u5ba2\u6237\uff0c\u589e\u957f\u60ca\u4eba\u3002<\/p>\n

\u6211\u76f8\u5f53\u5174\u594b\u7684\u53e6\u4e00\u4e2a\u5e73\u53f0\u662fPalantir\u548c\u6234\u5c14\u7684\u7ec4\u5408\u3002\u6211\u4eec\u4e09\u5bb6\u516c\u53f8\u8054\u624b\uff0c\u4f7f\u5f97\u5efa\u7acb\u4e00\u4e2a\u5168\u65b0\u7c7b\u578b\u7684AI\u5e73\u53f0\u6210\u4e3a\u53ef\u80fd\uff0c\u5373Palantir\u7684\u672c\u4f53\u8bba\u5e73\u53f0\u548cAI\u5e73\u53f0\u3002\u6211\u4eec\u53ef\u4ee5\u5728\u4efb\u4f55\u56fd\u5bb6\u3001\u4efb\u4f55\u9694\u79bb\u533a\u57df\u3001\u5b8c\u5168\u672c\u5730\u90e8\u7f72\u3001\u5b8c\u5168\u73b0\u573a\u90e8\u7f72\u3001\u5b8c\u5168\u5728\u91ce\u5916\u90e8\u7f72\u8fd9\u4e9b\u5e73\u53f0\u3002\u5982\u679c\u6ca1\u6709\u6211\u4eec\u7684\u673a\u5bc6\u8ba1\u7b97\u80fd\u529b\uff0c\u5982\u679c\u6ca1\u6709\u6211\u4eec\u6784\u5efa\u7aef\u5230\u7aef\u7cfb\u7edf\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u63d0\u4f9b\u4ece\u6570\u636e\u5904\u7406\uff08\u65e0\u8bba\u662f\u5411\u91cf\u8fd8\u662f\u7ed3\u6784\u5316\u6570\u636e\uff09\u4e00\u76f4\u5230AI\u7684\u6574\u4e2a\u52a0\u901f\u8ba1\u7b97\u548cAI\u8f6f\u4ef6\u6808\u7684\u80fd\u529b\uff0c\u8fd9\u4e00\u5207\u90fd\u4e0d\u53ef\u80fd\u5b9e\u73b0\u3002<\/p>\n

\u6211\u60f3\u5411\u5404\u4f4d\u5c55\u793a\u8fd9\u4e9b\u4f8b\u5b50\uff0c\u8fd9\u6b63\u662f\u6211\u4eec\u4e0e\u5168\u7403\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u7684\u7279\u6b8a\u5408\u4f5c\u5173\u7cfb\u3002\u4ed6\u4eec\u5168\u90e8\u90fd\u5728\u8fd9\u91cc\u3002\u6211\u80fd\u5728\u5c55\u53f0\u5de1\u89c6\u65f6\u770b\u5230\u4ed6\u4eec\uff0c\u8fd9\u4ee4\u4eba\u975e\u5e38\u5174\u594b\u3002\u611f\u8c22\u5404\u4f4d\u7684\u8f9b\u52e4\u5de5\u4f5c\u3002<\/p>\n

\u82f1\u4f1f\u8fbe\u662f\u4e00\u5bb6\u5782\u76f4\u6574\u5408\u3001\u4f46\u5728\u6c34\u5e73\u5c42\u9762\u4fdd\u6301\u5f00\u653e\u7684\u516c\u53f8\u3002\u4e4b\u6240\u4ee5\u5fc5\u987b\u8fd9\u6837\uff0c\u539f\u56e0\u5f88\u7b80\u5355\uff1a\u52a0\u901f\u8ba1\u7b97\u4e0d\u662f\u82af\u7247\u95ee\u9898\uff0c\u4e5f\u4e0d\u662f\u7cfb\u7edf\u95ee\u9898\u3002\u52a0\u901f\u8ba1\u7b97\u8fd9\u4e2a\u8bcd\u5176\u5b9e\u7701\u7565\u4e86\u4e00\u4e2a\u90e8\u5206\uff0c\u90a3\u5c31\u662f\u201c\u5e94\u7528\u52a0\u901f\u201d\u3002\u5982\u679c\u6211\u80fd\u8ba9\u4e00\u53f0\u8ba1\u7b97\u673a\u8fd0\u884c\u6240\u6709\u7a0b\u5e8f\u90fd\u5feb\uff0c\u90a3\u53ebCPU\u3002\u4f46\u90a3\u5df2\u7ecf\u65e0\u6cd5\u6301\u7eed\u4e86\u3002\u672a\u6765\u8981\u7ee7\u7eed\u5b9e\u73b0\u5e94\u7528\u7a0b\u5e8f\u7684\u5de8\u5927\u52a0\u901f\u3001\u6301\u7eed\u964d\u4f4e\u6210\u672c\uff0c\u552f\u4e00\u7684\u65b9\u6cd5\u662f\u901a\u8fc7\u7279\u5b9a\u5e94\u7528\u6216\u7279\u5b9a\u9886\u57df\u7684\u52a0\u901f\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u82f1\u4f1f\u8fbe\u5fc5\u987b\u4e00\u4e2a\u8f6f\u4ef6\u5e93\u63a5\u4e00\u4e2a\u8f6f\u4ef6\u5e93\u3001\u4e00\u4e2a\u9886\u57df\u63a5\u4e00\u4e2a\u9886\u57df\u3001\u4e00\u4e2a\u5782\u76f4\u884c\u4e1a\u63a5\u4e00\u4e2a\u5782\u76f4\u884c\u4e1a\u5730\u63a8\u8fdb\u3002<\/p>\n

\u6211\u4eec\u662f\u4e00\u5bb6\u5782\u76f4\u6574\u5408\u7684\u8ba1\u7b97\u516c\u53f8\u3002\u6ca1\u6709\u522b\u7684\u529e\u6cd5\u3002\u6211\u4eec\u5fc5\u987b\u7406\u89e3\u5e94\u7528\u7a0b\u5e8f\uff0c\u5fc5\u987b\u4ece\u6839\u672c\u4e0a\u7406\u89e3\u7b97\u6cd5\u3002\u6211\u4eec\u5fc5\u987b\u5f04\u6e05\u695a\u5982\u4f55\u5728\u4efb\u4f55\u671f\u671b\u7684\u573a\u666f\u4e2d\u90e8\u7f72\u7b97\u6cd5\uff0c\u65e0\u8bba\u662f\u5728\u6570\u636e\u4e2d\u5fc3\u3001\u4e91\u7aef\u3001\u672c\u5730\u3001\u8fb9\u7f18\uff0c\u8fd8\u662f\u5728\u673a\u5668\u4eba\u7cfb\u7edf\u4e2d\u2014\u2014\u6240\u6709\u8fd9\u4e9b\u8ba1\u7b97\u7cfb\u7edf\u90fd\u4e0d\u76f8\u540c\u3002\u6700\u540e\u624d\u662f\u7cfb\u7edf\u548c\u82af\u7247\u3002\u6211\u4eec\u4e0e\u4efb\u4f55\u4f60\u5e0c\u671b\u6211\u4eec\u96c6\u6210\u7684\u5e73\u53f0\u5408\u4f5c\uff0c\u5c06\u82f1\u4f1f\u8fbe\u6280\u672f\u96c6\u6210\u8fdb\u53bb\u3002\u6211\u4eec\u63d0\u4f9b\u8f6f\u4ef6\uff0c\u63d0\u4f9b\u8f6f\u4ef6\u5e93\uff0c\u4e0e\u4f60\u4eec\u7684\u6280\u672f\u96c6\u6210\uff0c\u5c06\u52a0\u901f\u8ba1\u7b97\u5e26\u7ed9\u5168\u7403\u6bcf\u4e2a\u4eba\u3002<\/p>\n

\u8fd9\u6b21GTC\u5c31\u662f\u5bf9\u6b64\u7684\u4e00\u4e2a\u5f88\u597d\u5c55\u793a\u3002 \u5728\u5ea7\u7684\u5404\u4f4d\u4ee3\u8868\u4e86\u82f1\u4f1f\u8fbe\u7684\u751f\u6001\u7cfb\u7edf\uff0c\u5305\u62ec\u6211\u4eec\u4f9b\u5e94\u94fe\u7684\u4e0a\u6e38\u548c\u4e0b\u6e38\u3002\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u7684\u662f\uff0c\u53bb\u5e74\u6211\u4eec\u6574\u4e2a\u4e0a\u6e38\u4f9b\u5e94\u94fe\uff0c\u4e0d\u7ba1\u662f\u6210\u7acb50\u5e74\u7684\u516c\u53f8\u300170\u5e74\u7684\u516c\u53f8\uff0c\u8fd8\u662f\u6709\u4e00\u5bb6150\u5e74\u5386\u53f2\u7684\u516c\u53f8\uff0c\u73b0\u5728\u90fd\u6210\u4e86\u82f1\u4f1f\u8fbe\u4f9b\u5e94\u94fe\u7684\u4e00\u90e8\u5206\uff0c\u4e0e\u6211\u4eec\u5408\u4f5c\u3002\u53bb\u5e74\u5404\u4f4d\u90fd\u5ea6\u8fc7\u4e86\u521b\u7eaa\u5f55\u7684\u4e00\u5e74\uff0c\u5bf9\u5427\uff1f\u795d\u8d3a\u5404\u4f4d\u3002<\/p>\n

\u6211\u4eec\u6b63\u5728\u505a\u4e00\u4ef6\u5927\u4e8b\u3002\u800c\u8fd9\uff0c\u6b63\u662f\u4e00\u4ef6\u6781\u5176\u91cd\u5927\u7684\u4e8b\u4ef6\u7684\u5f00\u7aef\u3002<\/p>\n

03\u5782\u76f4\u884c\u4e1a\u8d4b\u80fd<\/b><\/p>\n

CUDA X\u8f6f\u4ef6\u5e93\u4e0eAI\u539f\u751f\u516c\u53f8\u7206\u53d1<\/b><\/p>\n

\u5927\u5bb6\u53ef\u4ee5\u770b\u5230\uff0c\u52a0\u901f\u8ba1\u7b97\u7684\u8ba1\u7b97\u5e73\u53f0\u6211\u4eec\u5df2\u7ecf\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u4f46\u8981\u771f\u6b63\u6fc0\u6d3b\u8fd9\u4e9b\u5e73\u53f0\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u9488\u5bf9\u7279\u5b9a\u9886\u57df\u7684\u8f6f\u4ef6\u5e93\uff0c\u53bb\u89e3\u51b3\u6bcf\u4e00\u4e2a\u5782\u76f4\u9886\u57df\u4e2d\u81f3\u5173\u91cd\u8981\u7684\u6838\u5fc3\u95ee\u9898\u3002\u73b0\u5728\uff0c\u6211\u4eec\u6b63\u5728\u670d\u52a1\u6bcf\u4e00\u4e2a\u9886\u57df\u3002<\/p>\n

\u62ff\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66<\/a>\u6765\u8bf4\uff0c\u6211\u4eec\u7684\u8986\u76d6\u8303\u56f4\u3001\u5e7f\u5ea6\u548c\u5f71\u54cd\u529b\uff0c\u5df2\u7ecf\u8fbe\u5230\u4e86\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u7a0b\u5ea6\u3002\u6211\u4eec\u6709\u4e13\u95e8\u7684\u4f1a\u8bae\u63a2\u8ba8\u8fd9\u4e2a\u9886\u57df\u3002\u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\uff0c\u7b97\u6cd5\u4ea4\u6613\u6b63\u4ece\u4f20\u7edf\u673a\u5668\u5b66\u4e60<\/a>\u52a0\u4eba\u5de5\u7279\u5f81\u5de5\u7a0b\uff0c\u8f6c\u5411\u7528\u8d85\u7ea7\u8ba1\u7b97\u673a\u7814\u7a76\u6d77\u91cf\u6570\u636e\uff0c\u8ba9\u7cfb\u7edf\u81ea\u884c\u53d1\u73b0\u6d1e\u5bdf\u548c\u6a21\u5f0f\u3002\u8fd9\u4e2a\u9886\u57df\u6b63\u5728\u7ecf\u5386\u81ea\u5df1\u7684\u6df1\u5ea6\u5b66\u4e60\u548cTransformer\u65f6\u523b\u3002<\/p>\n

\u533b\u7597\u5065\u5eb7\u4e5f\u5728\u7ecf\u5386\u81ea\u5df1\u7684ChatGPT<\/a>\u65f6\u523b\u3002\u6211\u4eec\u5728\u8be5\u9886\u57df\u6709\u4e00\u4e9b\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u7684\u5de5\u4f5c\uff0c\u6709\u5f88\u51fa\u8272\u7684\u4e13\u9898\u6f14\u8bb2\u3002\u6211\u4eec\u63a2\u8ba8\u7528\u4e8e\u836f\u7269\u53d1\u73b0\u7684AI\u7269\u7406\u5b66\u6216AI\u751f\u7269\u5b66\uff0c\u7528\u4e8e\u5ba2\u6237\u670d\u52a1\u548c\u8f85\u52a9\u8bca\u65ad\u7684AI\u667a\u80fd\u4f53\uff0c\u5f53\u7136\u8fd8\u6709\u7269\u7406AI\u548c\u673a\u5668\u4eba\u7cfb\u7edf\u3002\u6240\u6709\u8fd9\u4e9b\u4e0d\u540c\u65b9\u5411\u7684AI\uff0c\u90fd\u6709\u5404\u81ea\u4e0d\u540c\u7684\u5e73\u53f0\uff0c\u800c\u82f1\u4f1f\u8fbe\u90fd\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n

\u5728\u5de5\u4e1a\u9886\u57df\uff0c\u6211\u4eec\u6b63\u5728\u5b8c\u5168\u91cd\u7f6e\u5e76\u542f\u52a8\u4eba\u7c7b\u5386\u53f2\u4e0a\u6700\u5927\u89c4\u6a21\u7684\u5efa\u8bbe\u3002\u5168\u7403\u5927\u591a\u6570\u6b63\u5728\u5efa\u8bbeAI\u5de5\u5382\u3001\u82af\u7247\u5382\u3001\u8ba1\u7b97\u673a\u5382\u7684\u884c\u4e1a\uff0c\u4eca\u5929\u90fd\u6709\u4ee3\u8868\u5728\u8fd9\u91cc\u3002\u5a92\u4f53<\/a>\u548c\u5a31\u4e50\uff08\u5f53\u7136\u4e5f\u5305\u62ec\u6e38\u620f<\/a>\uff09\uff0c\u6211\u4eec\u62e5\u6709\u5b9e\u65f6AI\u5e73\u53f0\uff0c\u53ef\u4ee5\u652f\u6301\u7ffb\u8bd1\u3001\u5e7f\u64ad\u3001\u76f4\u64ad\u6e38\u620f\u548c\u76f4\u64ad\u89c6\u9891\uff0c\u5176\u4e2d\u5f88\u5927\u4e00\u90e8\u5206\u5185\u5bb9\u90fd\u5c06\u88abAI\u589e\u5f3a\u3002<\/p>\n

\u5728\u91cf\u5b50\u9886\u57df\uff0c\u8fd9\u91cc\u670935\u5bb6\u4e0d\u540c\u516c\u53f8\u4e0e\u6211\u4eec\u5408\u4f5c\uff0c\u5171\u540c\u6784\u5efa\u4e0b\u4e00\u4ee3\u91cf\u5b50-GPU\u6df7\u5408\u7cfb\u7edf\u3002\u96f6\u552e\u548c\u6d88\u8d39\u54c1\u884c\u4e1a\uff0c\u4eba\u4eec\u6b63\u5728\u4f7f\u7528\u82f1\u4f1f\u8fbe\u6280\u672f\u8fdb\u884c\u4f9b\u5e94\u94fe\u7ba1\u7406\uff0c\u521b\u5efa\u751f\u6210\u5f0f\u8d2d\u7269\u7cfb\u7edf\uff0c\u6784\u5efa\u7528\u4e8e\u5ba2\u6237\u652f\u6301\u7684AI\u667a\u80fd\u4f53\uff0c\u8fd9\u662f\u4e00\u4e2a\u4ef7\u503c35\u4e07\u4ebf\u7f8e\u5143\u7684\u884c\u4e1a\uff0c\u5927\u91cf\u5de5\u4f5c\u6b63\u5728\u8fdb\u884c\u3002<\/p>\n

\u673a\u5668\u4eba\u6280\u672f\u662f\u5236\u9020\u4e1a\u4e2d\u4ef7\u503c50\u4e07\u4ebf\u7f8e\u5143\u7684\u884c\u4e1a\uff0c\u82f1\u4f1f\u8fbe\u5728\u8fd9\u4e2a\u9886\u57df\u5df2\u7ecf\u8015\u8018\u4e86\u5341\u5e74\uff0c\u6784\u5efa\u4e86\u4e09\u53f0\u8ba1\u7b97\u673a\u2014\u2014\u8fd9\u662f\u6784\u5efa\u673a\u5668\u4eba\u7cfb\u7edf\u6240\u5fc5\u9700\u7684\u57fa\u7840\u8ba1\u7b97\u673a\u3002\u6211\u4eec\u5b9e\u9645\u4e0a\u4e0e\u5168\u7403\u6240\u6709\u77e5\u540d\u7684\u673a\u5668\u4eba\u5236\u9020\u516c\u53f8\u90fd\u6709\u5408\u4f5c\u3002\u672c\u6b21\u5c55\u4f1a\u4e0a\u6709110\u4e2a\u673a\u5668\u4eba\u53c2\u5c55\u3002<\/p>\n

\u7535\u4fe1\u884c\u4e1a\u89c4\u6a21\u5927\u7ea6\u548c\u5168\u7403IT\u884c\u4e1a\u76f8\u5f53\uff0c\u7ea62\u4e07\u4ebf\u7f8e\u5143\u3002\u57fa\u7ad9\u65e0\u5904\u4e0d\u5728\uff0c\u662f\u5168\u7403\u6700\u5927\u7684\u57fa\u7840\u8bbe\u65bd\u4e4b\u4e00\u3002\u5b83\u662f\u4e0a\u4e00\u4ee3\u8ba1\u7b97\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u4f46\u5373\u5c06\u88ab\u5f7b\u5e95\u91cd\u5851\u3002\u539f\u56e0\u5f88\u7b80\u5355\uff1a\u8fc7\u53bb\u7684\u57fa\u7ad9\u53ea\u505a\u57fa\u7ad9\u8fd9\u4e00\u4ef6\u4e8b\uff0c\u800c\u672a\u6765\u5b83\u5c06\u6210\u4e3a\u4e00\u4e2a\u8fd0\u884cAI\u7684\u57fa\u7840\u8bbe\u65bd\u5e73\u53f0\u3002AI\u5c06\u5728\u8fb9\u7f18\u8fd0\u884c\u3002\u6240\u4ee5\u4f1a\u6709\u5f88\u591a\u7cbe\u5f69\u7684\u8ba8\u8bba\u3002\u6211\u4eec\u5728\u8fd9\u4e2a\u9886\u57df\u7684\u5e73\u53f0\u53ebAerial\u6216AI-RAN\u3002\u6211\u4eec\u6b63\u5728\u4e0e\u8bfa\u57fa\u4e9a\u3001T-Mobile\u548c\u5176\u4ed6\u8bb8\u591a\u516c\u53f8\u5c55\u5f00\u5927\u89c4\u6a21\u5408\u4f5c\u3002<\/p>\n

\u56de\u5230\u6211\u4eec\u4e1a\u52a1\u7684\u6838\u5fc3\uff0c\u6211\u521a\u624d\u63d0\u5230\u7684\u6240\u6709\u4e1c\u897f\u90fd\u5efa\u7acb\u5728\u8ba1\u7b97\u5e73\u53f0\u4e4b\u4e0a\uff0c\u4f46\u975e\u5e38\u91cd\u8981\u7684\u4e00\u70b9\u662f\uff0c\u6211\u4eec\u7684CUDA X\u8f6f\u4ef6\u5e93\u3002CUDA X\u8f6f\u4ef6\u5e93\u662f\u82f1\u4f1f\u8fbe\u53d1\u660e\u7684\u7b97\u6cd5\uff0c\u6211\u4eec\u672c\u8d28\u4e0a\u662f\u4e00\u5bb6\u7b97\u6cd5\u516c\u53f8\u3002\u8fd9\u6b63\u662f\u6211\u4eec\u7684\u72ec\u7279\u4e4b\u5904\u3002\u8fd9\u79cd\u80fd\u529b\u8ba9\u6211\u80fd\u591f\u8fdb\u5165\u6bcf\u4e00\u4e2a\u4e0a\u8ff0\u884c\u4e1a\uff0c\u60f3\u8c61\u672a\u6765\uff0c\u8ba9\u5168\u7403\u6700\u4f18\u79c0\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u53bb\u63cf\u8ff0\u95ee\u9898\u3001\u89e3\u51b3\u95ee\u9898\u3001\u91cd\u6784\u95ee\u9898\u3001\u91cd\u65b0\u8868\u8fbe\u95ee\u9898\uff0c\u7136\u540e\u5c06\u5176\u8f6c\u5316\u4e3a\u8f6f\u4ef6\u5e93\u3002<\/p>\n

\u6211\u4eec\u5df2\u7ecf\u53d6\u5f97\u4e86\u975e\u5e38\u591a\u7684\u6210\u679c\uff0c\u6211\u60f3\u672c\u6b21\u5c55\u4f1a\u6211\u4eec\u53d1\u5e03\u4e86\u5927\u6982\u4e03\u5341\u4e2a\u8f6f\u4ef6\u5e93\uff0c\u4e5f\u8bb8\u8fd8\u6709\u56db\u5341\u4e2a\u6a21\u578b\u3002\u6211\u4eec\u4e00\u76f4\u5728\u66f4\u65b0\u5b83\u4eec\u3002\u8fd9\u4e9b\u8f6f\u4ef6\u5e93\u662f\u6211\u4eec\u516c\u53f8\u7687\u51a0\u4e0a\u7684\u660e\u73e0\u3002\u6b63\u662f\u5b83\u4eec\uff0c\u8ba9\u90a3\u4e2a\u8ba1\u7b97\u5e73\u53f0\u771f\u6b63\u88ab\u6fc0\u6d3b\uff0c\u53bb\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\uff0c\u53bb\u521b\u9020\u6df1\u8fdc\u5f71\u54cd\u3002<\/p>\n

\u6211\u4eec\u521b\u9020\u8fc7\u7684\u6700\u91cd\u8981\u3001\u6700\u91cd\u5927\u7684\u8f6f\u4ef6\u5e93\u4e4b\u4e00\u662fcuDNN\uff0c\u5373CUDA\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u8f6f\u4ef6\u5e93\u3002\u5b83\u5f7b\u5e95\u6539\u53d8\u4e86AI\u9886\u57df\uff0c\u5f15\u53d1\u4e86\u73b0\u4ee3AI\u7684\u5927\u7206\u70b8\u3002<\/p>\n

\u65e9\u572820\u5e74\u524d\uff0c\u6211\u4eec\u6784\u5efa\u4e86CUDA\uff0c\u4e00\u4e2a\u7528\u4e8e\u52a0\u901f\u8ba1\u7b97\u7684\u5355\u4e00\u67b6\u6784\u3002\u4eca\u5929\uff0c\u6211\u4eec\u5f7b\u5e95\u6539\u53d8\u4e86\u8ba1\u7b97\u3002\u4e00\u5343\u4e2aCUDA X\u8f6f\u4ef6\u5e93\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u6bcf\u4e2a\u79d1\u5b66\u548c\u5de5\u7a0b\u9886\u57df\u53d6\u5f97\u7a81\u7834\u3002cuOpt\u7528\u4e8e\u51b3\u7b56\u4f18\u5316\uff0ccuLitho\u7528\u4e8e\u8ba1\u7b97\u5149\u523b\uff0ccuDSS\u7528\u4e8e\u76f4\u63a5\u7a00\u758f\u6c42\u89e3\u5668\uff0ccuEquivariance\u7528\u4e8e\u51e0\u4f55\u611f\u77e5\u795e\u7ecf\u7f51\u7edc\uff0cAerial\u7528\u4e8eAI-RAN\uff0cWarp\u7528\u4e8e\u53ef\u5fae\u7269\u7406\uff0cParaBricks\u7528\u4e8e\u57fa\u56e0\u7ec4\u5b66\u3002\u5b83\u4eec\u7684\u6838\u5fc3\u662f\u7b97\u6cd5\uff0c\u800c\u4e14\u5b83\u4eec\u5f88\u7f8e\u3002<\/p>\n

\u5404\u4f4d\u521a\u624d\u770b\u5230\u7684\u4e00\u5207\u90fd\u662f\u6a21\u62df\u3002\u5176\u4e2d\u4e00\u4e9b\u662f\u57fa\u4e8e\u539f\u7406\u7684\u6c42\u89e3\u5668\uff0c\u5373\u57fa\u7840\u7269\u7406\u6c42\u89e3\u5668\u3002\u5176\u4e2d\u4e00\u4e9b\u662fAI\u667a\u80fd\u4f53\u6a21\u578b\uff0cAI\u7269\u7406\u6a21\u578b\u3002\u8fd8\u6709\u4e00\u4e9b\u662f\u7269\u7406AI\u673a\u5668\u4eba\u6a21\u578b\u3002\u4e00\u5207\u90fd\u662f\u6a21\u62df\u7684\u3002\u6ca1\u6709\u4efb\u4f55\u4e1c\u897f\u662f\u624b\u5de5\u52a8\u753b\u7684\uff0c\u6ca1\u6709\u4efb\u4f55\u52a8\u4f5c\u662f\u4eba\u5de5\u6446\u62cd\u7684\u3002\u8fd9\u5c31\u662f\u82f1\u4f1f\u8fbe\u4ece\u6839\u672c\u4e0a\u5728\u505a\u7684\u4e8b\u3002\u6b63\u662f\u901a\u8fc7\u5bf9\u7b97\u6cd5\u7684\u7406\u89e3\u4e0e\u6211\u4eec\u8ba1\u7b97\u5e73\u53f0\u7684\u8fde\u63a5\uff0c\u6211\u4eec\u624d\u80fd\u5f00\u542f\u8fd9\u4e9b\u673a\u4f1a\u3002<\/p>\n

\u8fd9\u5c31\u662fCUDA X\u3002\u521a\u624d\u5404\u4f4d\u770b\u5230\u4e86\u4e00\u5927\u6279\u516c\u53f8\uff0c\u6bd4\u5982\u6c83\u5c14\u739b<\/a>\u3001\u6b27\u83b1\u96c5\u8fd9\u4e9b\u975e\u5e38\u6210\u719f\u7684\u9876\u5c16\u4f01\u4e1a\uff0c\u8fd8\u6709\u6469\u6839\u5927\u901a\uff0c\u8fd9\u4e9b\u90fd\u662f\u5b9a\u4e49\u4e86\u5f53\u4eca\u793e\u4f1a\u7684\u516c\u53f8\u3002\u4e30\u7530\u4e5f\u5728\u5176\u4e2d\u3002\u8fd9\u4e9b\u90fd\u662f\u5168\u7403\u6700\u5927\u7684\u516c\u53f8\u3002\u540c\u65f6\uff0c\u8fd8\u6709\u4e00\u5927\u6279\u5404\u4f4d\u53ef\u80fd\u4ece\u672a\u542c\u8bf4\u8fc7\u7684\u516c\u53f8\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3aAI\u539f\u751f\u516c\u53f8\u2014\u2014\u6570\u91cf\u4f17\u591a\u7684\u521d\u521b\u4f01\u4e1a\u3002<\/p>\n

\u5728\u8fd9\u4e2a\u5217\u8868\u91cc\uff0c\u6709\u4e00\u5927\u6279\u5168\u65b0\u7684\u516c\u53f8\u3002\u5404\u4f4d\u53ef\u80fd\u542c\u8bf4\u8fc7\u5176\u4e2d\u51e0\u4e2a\uff0c\u6bd4\u5982OpenAI\u3001Anthropic\u3002\u4f46\u9664\u6b64\u4e4b\u5916\uff0c\u8fd8\u6709\u66f4\u591a\u670d\u52a1\u4e8e\u4e0d\u540c\u5782\u76f4\u9886\u57df\u7684\u516c\u53f8\u3002\u8fc7\u53bb\u4e24\u5e74\u53d1\u751f\u4e86\u4e00\u4e9b\u91cd\u5927\u53d8\u5316\uff0c\u5c24\u5176\u662f\u53bb\u5e74\u3002\u6211\u4eec\u4e0eAI\u539f\u751f\u516c\u53f8\u5408\u4f5c\u5df2\u4e45\uff0c\u4f46\u53bb\u5e74\u8fd9\u4e2a\u9886\u57df\u7a81\u7136\u7206\u53d1\u4e86\u3002\u6211\u60f3\u89e3\u91ca\u4e00\u4e0b\u4e3a\u4ec0\u4e48\u3002<\/p>\n

\u8fd9\u4e2a\u884c\u4e1a\u8fce\u6765\u4e86\u7206\u53d1\uff0c\u67091500\u4ebf\u7f8e\u5143\u7684\u98ce\u9669<\/a>\u6295\u8d44\u6d8c\u5165\u521d\u521b\u516c\u53f8\uff0c\u8fd9\u662f\u4eba\u7c7b\u5386\u53f2\u4e0a\u89c4\u6a21\u6700\u5927\u7684\u4e00\u8f6e\u6295\u8d44\u3002\u8fd9\u4e5f\u662f\u7b2c\u4e00\u6b21\uff0c\u6295\u8d44\u89c4\u6a21\u4ece\u8fc7\u53bb\u7684\u51e0\u767e\u4e07\u3001\u51e0\u5343\u4e07\u7f8e\u5143\u8dc3\u5347\u5230\u51e0\u4ebf\u751a\u81f3\u51e0\u5341\u4ebf\u7f8e\u5143\u3002\u539f\u56e0\u662f\uff0c\u8fd9\u662f\u5386\u53f2\u4e0a\u7b2c\u4e00\u6b21\uff0c\u6bcf\u4e00\u5bb6\u8fd9\u6837\u7684\u516c\u53f8\u90fd\u9700\u8981\u8ba1\u7b97\u80fd\u529b\uff0c\u800c\u4e14\u9700\u8981\u975e\u5e38\u3001\u975e\u5e38\u591a\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n

\u5b83\u4eec\u9700\u8981\u6d77\u91cf\u7684token\u3002\u5b83\u4eec\u8981\u4e48\u9700\u8981\u81ea\u5df1\u521b\u5efa\u548c\u751f\u6210token\uff0c\u8981\u4e48\u9700\u8981\u96c6\u6210\u5e76\u589e\u503c\u7531Anthropic\u3001OpenAI\u7b49\u516c\u53f8\u521b\u9020\u7684\u73b0\u6709token\u3002\u6240\u4ee5\u8fd9\u4e2a\u884c\u4e1a\u5728\u5f88\u591a\u65b9\u9762\u90fd\u4e0d\u540c\u4ee5\u5f80\uff0c\u4f46\u6709\u4e00\u70b9\u5f88\u6e05\u695a\uff1a\u5b83\u4eec\u6b63\u5728\u4ea7\u751f\u7684\u5f71\u54cd\uff0c\u4ee5\u53ca\u5b83\u4eec\u5df2\u7ecf\u5728\u4ea4\u4ed8\u7684\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u4ef7\u503c\uff0c\u90fd\u662f\u76f8\u5f53\u5207\u5b9e\u7684\u3002AI\u539f\u751f\u516c\u53f8\u7684\u5174\u8d77\uff0c\u8fd9\u4e00\u5207\u90fd\u662f\u56e0\u4e3a\u6211\u4eec\u91cd\u5851\u4e86\u8ba1\u7b97\u3002<\/p>\n

\u5c31\u50cf\u4e2a\u4eba\u7535\u8111\u9769\u547d\u65f6\u671f\u3001\u4e92\u8054\u7f51\u9769\u547d\u65f6\u671f\u6216\u79fb\u52a8\u4e91\u65f6\u4ee3\u4e00\u6837\uff0c\u50ac\u751f\u4e86\u65e0\u6570\u65b0\u4f01\u4e1a\u3002\u6bcf\u4e00\u4e2a\u65f6\u4ee3\u90fd\u6709\u81ea\u5df1\u7684\u6807\u5fd7\u6027\u516c\u53f8\uff0c\u800c\u6211\u4eec\u6b63\u5728\u8c08\u8bba\u7684\u6b63\u662f\u8fd9\u4e2a\u65f6\u4ee3\u521a\u521a\u53d1\u751f\u7684\u4e00\u4e2a\u91cd\u5927\u53d8\u9769\u3002\u5728\u8fd9\u4e00\u4ee3\uff0c\u6211\u4eec\u540c\u6837\u8fce\u6765\u4e86\u81ea\u5df1\u7684\u4e00\u5927\u6279\u975e\u5e38\u3001\u975e\u5e38\u7279\u522b\u7684\u516c\u53f8\u3002<\/p>\n

\u6211\u4eec\u91cd\u5851\u4e86\u8ba1\u7b97\u3002\u6309\u7406\u8bf4\uff0c\u5fc5\u7136\u4f1a\u6709\u4e00\u5927\u6279\u65b0\u7684\u91cd\u8981\u516c\u53f8\u6d8c\u73b0\uff0c\u90a3\u4e9b\u5bf9\u672a\u6765\u4e16\u754c\u6709\u91cd\u5927\u5f71\u54cd\u7684\u516c\u53f8\u3002\u50cfGoogle\u3001Amazon\u3001Meta\u8fd9\u6837\u7684\u516c\u53f8\uff0c\u6b63\u662f\u4e0a\u4e00\u6b21\u8ba1\u7b97\u5e73\u53f0\u8f6c\u53d8\u7684\u7ed3\u679c\u3002\u800c\u6211\u4eec\u73b0\u5728\uff0c\u6b63\u5904\u4e8e\u4e00\u4e2a\u65b0\u5e73\u53f0\u8f6c\u53d8\u7684\u5f00\u7aef\u3002<\/p>\n

04\u8303\u5f0f\u8f6c\u53d8<\/b><\/p>\n

\u63a8\u7406\u5de5\u4f5c\u8d1f\u8f7d\u7684\u6fc0\u589e\u4e0eToken\u7ecf\u6d4e<\/b><\/p>\n

\u6211\u8981\u91cd\u70b9\u5f3a\u8c03\u4e09\u4ef6\u4e8b\u3002<\/p>\n

\u9996\u5148\uff0cChatGPT\u5f53\u7136\u5f00\u542f\u4e86\u751f\u6210\u5f0fAI\u65f6\u4ee3\u3002\u5b83\u4e0d\u4ec5\u80fd\u7406\u89e3\u3001\u611f\u77e5\uff0c\u8fd8\u80fd\u7ffb\u8bd1\u548c\u751f\u6210\uff0c\u521b\u9020\u51fa\u72ec\u7279\u7684\u5185\u5bb9\u3002\u6211\u521a\u624d\u7ed9\u5927\u5bb6\u5c55\u793a\u4e86\u751f\u6210\u5f0fAI\u4e0e\u8ba1\u7b97\u673a\u56fe\u5f62\u7684\u878d\u5408\uff0c\u5b83\u8ba9\u8ba1\u7b97\u673a\u56fe\u5f62\u53d8\u5f97\u6829\u6829\u5982\u751f\u3002\u5404\u4f4d\uff0c\u5168\u7403\u6bcf\u4e2a\u4eba\u90fd\u8be5\u7528ChatGPT\u3002\u6211\u6bcf\u5929\u65e9\u4e0a\u90fd\u5728\u7528\uff0c\u4eca\u5929\u65e9\u4e0a\u4e5f\u7528\u4e86\u4e0d\u5c11\u3002ChatGPT\u5f00\u542f\u4e86\u751f\u6210\u5f0fAI\u65f6\u4ee3\u3002<\/p>\n

\u7b2c\u4e8c\uff0c\u751f\u6210\u5f0f\u8ba1\u7b97\u4e0e\u6211\u4eec\u8fc7\u53bb\u505a\u8ba1\u7b97\u7684\u65b9\u5f0f\u5b8c\u5168\u4e0d\u540c\u3002\u751f\u6210\u5f0fAI\u662f\u8f6f\u4ef6\u7684\u4e00\u79cd\u80fd\u529b\uff0c\u4f46\u5b83\u6df1\u523b\u5730\u6539\u53d8\u4e86\u8ba1\u7b97\u7684\u5b8c\u6210\u65b9\u5f0f\u3002\u8fc7\u53bb\u7684\u8ba1\u7b97\u662f\u57fa\u4e8e\u68c0\u7d22\u7684\uff0c\u4f60\u9700\u8981\u4ec0\u4e48\u5c31\u53bb\u67e5\u627e\u4ec0\u4e48\uff1b\u800c\u73b0\u5728\u662f\u751f\u6210\u5f0f\u7684\uff0c\u7cfb\u7edf\u81ea\u5df1\u521b\u9020\u5185\u5bb9\u3002\u5927\u5bb6\u5728\u542c\u6211\u8c08\u8bba\u8fd9\u4e9b\u65f6\u5982\u679c\u8bb0\u4f4f\u8fd9\u70b9\uff0c\u5c31\u4f1a\u610f\u8bc6\u5230\uff0c\u4e3a\u4ec0\u4e48\u6211\u4eec\u505a\u7684\u6240\u6709\u4e8b\u60c5\u90fd\u4f1a\u6539\u53d8\u8ba1\u7b97\u673a\u7684\u67b6\u6784\u65b9\u5f0f\u3001\u63d0\u4f9b\u65b9\u5f0f\u3001\u6784\u5efa\u65b9\u5f0f\uff0c\u4e43\u81f3\u8ba1\u7b97\u7684\u6574\u4e2a\u610f\u4e49\u3002<\/p>\n

\u751f\u6210\u5f0fAI\uff0c\u90a3\u662f2022\u5e74\u5e95\u52302023\u5e74\u7684\u4e8b\u3002\u63a5\u4e0b\u6765\u662f\u63a8\u7406\u5f0fAI\uff0c\u4eceo1\u6a21\u578b\u5f00\u59cb\uff0c\u7136\u540e\u968f\u7740o3\u771f\u6b63\u8d77\u98de\u3002\u63a8\u7406\u80fd\u529b\u8ba9\u5b83\u80fd\u591f\u53cd\u601d\uff0c\u80fd\u591f\u81ea\u5df1\u601d\u8003\uff0c\u80fd\u591f\u8ba1\u5212\uff0c\u80fd\u591f\u628a\u4e00\u4e2a\u5b83\u65e0\u6cd5\u7406\u89e3\u7684\u95ee\u9898\u5206\u89e3\u6210\u5b83\u80fd\u7406\u89e3\u7684\u6b65\u9aa4\u6216\u90e8\u5206\u3002\u5b83\u53ef\u4ee5\u57fa\u4e8e\u7814\u7a76\u5f97\u51fa\u7ed3\u8bba\u3002o1\u8ba9\u751f\u6210\u5f0fAI\u53d8\u5f97\u53ef\u4fe1\u8d56\u3001\u57fa\u4e8e\u4e8b\u5b9e\uff0c\u8fd9\u8ba9ChatGPT\u5f7b\u5e95\u8d77\u98de\u4e86\u3002\u90a3\u662f\u4e00\u4e2a\u975e\u5e38\u3001\u975e\u5e38\u91cd\u8981\u7684\u65f6\u523b\u3002\u8981\u8fbe\u5230\u597d\u7684\u6548\u679c\uff0c\u6240\u9700\u7684\u8f93\u5165token\u6570\u91cf\uff0c\u4ee5\u53ca\u4e3a\u4e86\u63a8\u7406\u800c\u751f\u6210\u7684\u8f93\u51fatoken\u6570\u91cf\uff0c\u90fd\u5927\u5927\u589e\u52a0\u4e86\u3002\u5f53\u7136\u4f60\u53ef\u4ee5\u6709\u66f4\u5927\u7684\u6a21\u578b\uff0co1\u6a21\u578b\u7a0d\u5fae\u5927\u4e86\u4e00\u70b9\uff0c\u4f46\u5927\u4e0d\u4e86\u592a\u591a\uff0c\u7136\u800c\u5b83\u7528\u4e8e\u7406\u89e3\u4e0a\u4e0b\u6587\u7684\u8f93\u5165token\uff0c\u4ee5\u53ca\u7528\u4e8e\u601d\u8003\u8fc7\u7a0b\u7684\u8f93\u51fatoken\uff0c\u6781\u5927\u5730\u589e\u52a0\u4e86\u8ba1\u7b97\u91cf\u3002<\/p>\n

\u7136\u540e\u662fClaude Code\uff0c\u7b2c\u4e00\u4e2a\u771f\u6b63\u7684\u667a\u80fd\u4f53\u6a21\u578b\u3002\u5b83\u80fd\u591f\u8bfb\u53d6\u6587\u4ef6\u3001\u7f16\u5199\u4ee3\u7801\u3001\u7f16\u8bd1\u3001\u6d4b\u8bd5\u3001\u8bc4\u4f30\uff0c\u7136\u540e\u8fd4\u56de\u8fed\u4ee3\u7ed3\u679c\u3002Claude Code\u5f7b\u5e95\u6539\u53d8\u4e86\u8f6f\u4ef6\u5de5\u7a0b\u3002\u5404\u4f4d\u90fd\u77e5\u9053\uff0c\u82f1\u4f1f\u8fbe\u73b0\u5728\u6240\u6709\u4eba\u90fd\u5728\u4f7f\u7528Claude Code\uff0c\u6216\u8005\u901a\u5e38\u662f\u4e09\u4e2a\u5de5\u5177\u7684\u7ec4\u5408\u2014\u2014Claude Code\u3001Codex\u3001Cursor\u3002\u4eca\u5929\uff0c\u6ca1\u6709\u4e00\u4f4d\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u4e0d\u662f\u5728\u4e00\u4e2a\u6216\u591a\u4e2a\u667a\u80fd\u4f53\u7684\u5e2e\u52a9\u4e0b\u7f16\u5199\u4ee3\u7801\u7684\u3002Claude Code\u5f00\u521b\u4e86\u8fd9\u4e2a\u8f6c\u6298\u70b9\uff0c\u800c\u4e14\u662f\u7b2c\u4e00\u6b21\u3002<\/p>\n

\u73b0\u5728\u6211\u4eec\u4e0d\u518d\u53ea\u662f\u95eeAI\u201c\u4ec0\u4e48\u3001\u5728\u54ea\u91cc\u3001\u4ec0\u4e48\u65f6\u5019\u3001\u600e\u4e48\u6837\u201d\u8fd9\u4e9b\u57fa\u7840\u95ee\u9898\u3002\u6211\u4eec\u5f00\u59cb\u8ba9\u5b83\u53bb\u521b\u9020\u3001\u6267\u884c\u3001\u6784\u5efa\u3002\u5b83\u5b66\u4f1a\u4e86\u4f7f\u7528\u5de5\u5177\uff1a\u63a5\u5165\u4f60\u7684\u4e0a\u4e0b\u6587\u73af\u5883\u3001\u8bfb\u53d6\u6587\u4ef6\u3002\u5b83\u80fd\u667a\u80fd\u5730\u628a\u590d\u6742\u95ee\u9898\u62c6\u89e3\u5f00\u6765\uff0c\u4e00\u6b65\u6b65\u63a8\u7406\u3001\u53cd\u601d\uff0c\u6700\u7ec8\u4e0d\u4ec5\u627e\u5230\u7b54\u6848\uff0c\u8fd8\u80fd\u5b9e\u9645\u6267\u884c\u4efb\u52a1\u3002\u4e00\u4e2a\u80fd\u591f\u611f\u77e5\u7684AI\uff0c\u53d8\u6210\u4e86\u80fd\u591f\u751f\u6210\u7684AI\uff0c\u7136\u540e\u53c8\u53d8\u6210\u4e86\u80fd\u591f\u63a8\u7406\u7684AI\uff0c\u73b0\u5728\u53d8\u6210\u4e86\u80fd\u591f\u5de5\u4f5c\u7684AI\u2014\u2014\u800c\u4e14\u662f\u6781\u5bcc\u6548\u7387\u7684\u5de5\u4f5c\u3002<\/p>\n

\u8fc7\u53bb\u4e24\u5e74\uff0c\u8ba1\u7b97\u9700\u6c42\u7684\u589e\u957f\u5e45\u5ea6\u4e4b\u5927\uff0c\u5728\u5ea7\u5404\u4f4d\u90fd\u5f88\u6e05\u695a\u2014\u2014\u5bf9\u82f1\u4f1f\u8fbeGPU\u7684\u9700\u6c42\u5df2\u7ecf\u9ad8\u5f97\u79bb\u8c31\u4e86\u3002\u73b0\u8d27\u4ef7\u683c\u98de\u6da8\uff0c\u5c31\u7b97\u60f3\u627e\u4e00\u5757GPU\u4e5f\u627e\u4e0d\u5230\u3002\u4f46\u4e0e\u6b64\u540c\u65f6\uff0c\u6211\u4eec\u51fa\u8d27\u4e86\u5de8\u91cf\u7684GPU\uff0c\u9700\u6c42\u5374\u8fd8\u5728\u6301\u7eed\u4e0a\u5347\u3002\u8fd9\u80cc\u540e\u662f\u6709\u539f\u56e0\u7684\uff1a\u4e00\u4e2a\u6839\u672c\u6027\u7684\u8f6c\u6298\u6b63\u5728\u53d1\u751f\u3002\u6700\u7ec8\uff0cAI\u80fd\u591f\u4ece\u4e8b\u6709\u751f\u4ea7\u529b\u7684\u5de5\u4f5c\u4e86\uff0c\u56e0\u6b64\u63a8\u7406\u7684\u8f6c\u6298\u70b9\u5df2\u7ecf\u5230\u6765\u3002<\/p>\n

AI\u73b0\u5728\u5fc5\u987b\u601d\u8003\uff0c\u8981\u601d\u8003\u5c31\u5fc5\u987b\u63a8\u7406\uff1bAI\u73b0\u5728\u5fc5\u987b\u884c\u52a8\uff0c\u8981\u884c\u52a8\u5c31\u5fc5\u987b\u63a8\u7406\uff1bAI\u5fc5\u987b\u9605\u8bfb\uff0c\u8981\u9605\u8bfb\u5c31\u5fc5\u987b\u63a8\u7406\u3002AI\u7684\u6bcf\u4e00\u4e2a\u90e8\u5206\uff0c\u6bcf\u4e00\u6b21\u5b83\u90fd\u9700\u8981\u601d\u8003\u3001\u9700\u8981\u63a8\u7406\u3001\u9700\u8981\u884c\u52a8\u3001\u9700\u8981\u751f\u6210token\u3002\u73b0\u5728\u5df2\u7ecf\u8fc7\u4e86\u5355\u7eaf\u8bad\u7ec3\u7684\u9636\u6bb5\uff0c\u8fdb\u5165\u4e86\u63a8\u7406\u7684\u9886\u57df\u3002\u6240\u4ee5\u63a8\u7406\u7684\u8f6c\u6298\u70b9\u5df2\u7ecf\u5230\u6765\uff0c\u800c\u6b64\u65f6\u6240\u9700\u7684token\u91cf\u3001\u8ba1\u7b97\u91cf\uff0c\u76f8\u6bd4\u4e4b\u524d\u589e\u52a0\u4e86\u5927\u7ea6\u4e00\u4e07\u500d\u3002<\/p>\n

\u73b0\u5728\u6211\u628a\u8fd9\u4e9b\u7ed3\u5408\u8d77\u6765\u770b\uff1a\u8fc7\u53bb\u4e24\u5e74\uff0c\u5de5\u4f5c\u7684\u8ba1\u7b97\u9700\u6c42\u589e\u52a0\u4e86\u4e00\u4e07\u500d\uff0c\u4f7f\u7528\u91cf\u5927\u6982\u589e\u52a0\u4e86\u4e00\u767e\u500d\u3002\u4eba\u4eec\u542c\u6211\u8bf4\u8fc7\uff0c\u6211\u76f8\u4fe1\u8fc7\u53bb\u4e24\u5e74\u8ba1\u7b97\u9700\u6c42\u5b9e\u9645\u589e\u52a0\u4e86100\u4e07\u500d\u3002\u8fd9\u662f\u6211\u4eec\u6240\u6709\u4eba\u7684\u611f\u53d7\uff0c\u662f\u6bcf\u4e2a\u521d\u521b\u516c\u53f8\u7684\u611f\u53d7\uff0c\u662fOpenAI\u6216Anthropic\u7684\u611f\u53d7\u3002\u5982\u679c\u80fd\u6709\u66f4\u591a\u7b97\u529b\uff0c\u4ed6\u4eec\u5c31\u80fd\u751f\u6210\u66f4\u591atoken\uff0c\u6536\u5165\u5c31\u4f1a\u589e\u52a0\uff0c\u66f4\u591a\u4eba\u80fd\u591f\u4f7f\u7528\uff0cAI\u5c31\u80fd\u53d8\u5f97\u66f4\u5148\u8fdb\u3001\u66f4\u667a\u80fd\u3002\u6211\u4eec\u73b0\u5728\u6b63\u5904\u4e8e\u90a3\u4e2a\u6b63\u5411\u5faa\u73af\u7684\u98de\u8f6e\u7cfb\u7edf\u4e2d\u3002\u6211\u4eec\u5df2\u7ecf\u5230\u4e86\u90a3\u4e2a\u65f6\u523b\u3002\u63a8\u7406\u7684\u8f6c\u6298\u70b9\u5df2\u7ecf\u5230\u6765\u3002<\/p>\n

\u53bb\u5e74\u8fd9\u4e2a\u65f6\u5019\uff0c\u6211\u7ad9\u5728\u8fd9\u91cc\uff0c\u8bf4\u6211\u4eec\u770b\u5230\u4e86\u5927\u7ea65000\u4ebf\u7f8e\u5143\u7684\u3001\u7f6e\u4fe1\u5ea6\u975e\u5e38\u9ad8\u7684\u9700\u6c42\uff0c\u4ee5\u53ca\u52302026\u5e74\u7684Blackwell\u548cRubin\u91c7\u8d2d\u8ba2\u5355\u3002\u6211\u4e0d\u77e5\u9053\u5404\u4f4d\u6709\u6ca1\u6709\u540c\u611f\uff0c\u4f465000\u4ebf\u7f8e\u5143\u662f\u6781\u5176\u5e9e\u5927\u7684\u6536\u5165\uff0c\u4f46\u4f3c\u4e4e\u6ca1\u4eba\u611f\u5230\u60ca\u8bb6\u3002\u6211\u77e5\u9053\u5404\u4f4d\u4e3a\u4ec0\u4e48\u4e0d\u60ca\u8bb6\u2014\u2014\u56e0\u4e3a\u5404\u4f4d\u6240\u6709\u4eba\u90fd\u5ea6\u8fc7\u4e86\u521b\u7eaa\u5f55\u7684\u4e00\u5e74\u3002<\/p>\n

\u800c\u4eca\u5929\uff0c\u5728\u53bb\u5e74GTC\u4e4b\u540e\u4ec5\u4ec5\u4e00\u5e74\uff0c\u6211\u7ad9\u5728\u8fd9\u91cc\u8981\u544a\u8bc9\u5404\u4f4d\u7684\u662f\uff1a\u6211\u4eec\u73b0\u5728\u770b\u5230\u4e86\u52302027\u5e74\u81f3\u5c11\u4e00\u4e07\u4ebf\u7f8e\u5143\u7684\u5e02\u573a\u673a\u4f1a\u3002\u8fd9\u542c\u8d77\u6765\u5408\u7406\u5417\uff1f\u8fd9\u5c31\u662f\u6211\u63a5\u4e0b\u6765\u8981\u8c08\u7684\u5185\u5bb9\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6211\u4eec\u7684\u4f9b\u5e94\u8fd8\u4f1a\u8ddf\u4e0d\u4e0a\u9700\u6c42\u3002\u6211\u786e\u4fe1\u5b9e\u9645\u7684\u8ba1\u7b97\u9700\u6c42\u4f1a\u6bd4\u8fd9\u9ad8\u5f97\u591a\u3002\u8fd9\u80cc\u540e\u662f\u6709\u539f\u56e0\u7684\u3002<\/p>\n

\u9996\u5148\uff0c\u53bb\u5e74\u6211\u4eec\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\u30022025\u5e74\u65e0\u7591\u662f\u82f1\u4f1f\u8fbe\u7684\u63a8\u7406\u4e4b\u5e74\u3002\u6211\u4eec\u8981\u786e\u4fdd\u4e0d\u4ec5\u5728\u8bad\u7ec3\u548c\u540e\u671f\u8bad\u7ec3\u65b9\u9762\u505a\u5f97\u597d\uff0c\u800c\u4e14\u5728AI\u7684\u6bcf\u4e00\u4e2a\u9636\u6bb5\u90fd\u505a\u5230\u6781\u81f4\u3002\u8fd9\u6837\uff0c\u5927\u5bb6\u5bf9\u6211\u4eec\u57fa\u7840\u8bbe\u65bd\u8fdb\u884c\u7684\u6295\u8d44\uff0c\u5c31\u80fd\u591f\u5c3d\u53ef\u80fd\u957f\u4e45\u5730\u6269\u5c55\u4f7f\u7528\u3002\u82f1\u4f1f\u8fbe\u57fa\u7840\u8bbe\u65bd\u7684\u4f7f\u7528\u5bff\u547d\u4f1a\u5f88\u957f\uff0c\u56e0\u6b64\u957f\u671f\u6765\u770b\u6210\u672c\u4f1a\u975e\u5e38\u4f4e\u2014\u2014\u80fd\u591f\u4f7f\u7528\u5f97\u8d8a\u4e45\uff0c\u5206\u644a\u4e0b\u6765\u7684\u6210\u672c\u5c31\u8d8a\u4f4e\u3002\u6211\u6beb\u4e0d\u6000\u7591\uff0c\u82f1\u4f1f\u8fbe\u7cfb\u7edf\u662f\u4f60\u80fd\u591f\u83b7\u5f97\u7684\u3001\u7528\u4e8eAI\u57fa\u7840\u8bbe\u65bd\u7684\u5168\u7403\u6210\u672c\u6700\u4f4e\u7684\u7cfb\u7edf\u3002<\/p>\n

\u6240\u4ee5\u7b2c\u4e00\u90e8\u5206\u662f\uff1a\u53bb\u5e74\u6574\u4e2a\u884c\u4e1a\u805a\u7126\u4e8e\u63a8\u7406AI\uff0c\u6b63\u662f\u8fd9\u4e00\u70b9\u63a8\u52a8\u4e86\u8fd9\u4e2a\u8f6c\u6298\u70b9\u3002\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u5f88\u9ad8\u5174\u53bb\u5e74Anthropic\u52a0\u5165\u4e86\u82f1\u4f1f\u8fbe\u751f\u6001\uff0cMeta\u4e5f\u9009\u62e9\u4e86\u82f1\u4f1f\u8fbe\u3002\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\uff0c\u8fd9\u4e9b\u5408\u4f5c\u4f19\u4f34\u4ee3\u8868\u4e86\u5168\u7403AI\u8ba1\u7b97\u80fd\u529b\u7684\u4e09\u5206\u4e4b\u4e00\u3002\u6b64\u5916\uff0c\u5f00\u6e90\u6a21\u578b\u5df2\u7ecf\u63a5\u8fd1\u524d\u6cbf\u6c34\u5e73\uff0c\u800c\u4e14\u786e\u5b9e\u5df2\u7ecf\u65e0\u5904\u4e0d\u5728\u3002<\/p>\n

\u82f1\u4f1f\u8fbe\u4eca\u5929\u662f\u5168\u7403\u552f\u4e00\u4e00\u4e2a\u80fd\u591f\u8fd0\u884c\u6bcf\u4e00\u4e2aAI\u9886\u57df\u7684\u5e73\u53f0\uff0c\u8986\u76d6\u6240\u6709\u8fd9\u4e9bAI\u6a21\u578b\u2014\u2014\u65e0\u8bba\u662f\u8bed\u8a00\u3001\u751f\u7269\u5b66\u3001\u8ba1\u7b97\u673a\u56fe\u5f62\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u8bed\u97f3\u3001\u86cb\u767d\u8d28\u3001\u5316\u5b66\u8fd8\u662f\u673a\u5668\u4eba\u9886\u57df\uff0c\u65e0\u8bba\u662f\u5728\u8fb9\u7f18\u8fd8\u662f\u5728\u4e91\u7aef\uff0c\u65e0\u8bba\u4f7f\u7528\u4ec0\u4e48\u8bed\u8a00\u3002\u82f1\u4f1f\u8fbe\u7684\u67b6\u6784\u9002\u7528\u4e8e\u6240\u6709\u8fd9\u4e9b\u9886\u57df\uff0c\u6211\u4eec\u5728\u6bcf\u4e00\u4e2a\u9886\u57df\u90fd\u8868\u73b0\u5353\u8d8a\u3002\u8fd9\u4f7f\u6211\u4eec\u6210\u4e3a\u6210\u672c\u6700\u4f4e\u3001\u6700\u503c\u5f97\u4fe1\u8d56\u7684\u5e73\u53f0\u3002<\/p>\n

\u5f53\u5404\u4f4d\u8003\u8651\u6784\u5efa\u8fd9\u4e9b\u7cfb\u7edf\u65f6\uff0c\u5c31\u50cf\u6211\u8bf4\u7684\uff0c\u4e00\u4e07\u4ebf\u7f8e\u5143\u662f\u4e00\u4e2a\u6781\u5176\u5e9e\u5927\u7684\u57fa\u7840\u8bbe\u65bd\u6295\u5165\u3002\u4f60\u5fc5\u987b\u5b8c\u5168\u786e\u4fe1\uff0c\u6295\u5165\u7684\u8fd9\u4e00\u4e07\u4ebf\u7f8e\u5143\u80fd\u591f\u5f97\u5230\u5145\u5206\u5229\u7528\uff0c\u6027\u80fd\u4f18\u5f02\uff0c\u6210\u672c\u6548\u76ca\u6781\u9ad8\uff0c\u800c\u4e14\u5728\u4f60\u6240\u80fd\u9884\u89c1\u7684\u672a\u6765\uff0c\u4f60\u5728\u82f1\u4f1f\u8fbe\u4e0a\u7684\u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u80fd\u591f\u62e5\u6709\u957f\u4e45\u7684\u4f7f\u7528\u5bff\u547d\u3002\u53ea\u6709\u8fd9\u6837\uff0c\u4f60\u624d\u80fd\u6ee1\u6000\u4fe1\u5fc3\u5730\u6295\u5165\u3002\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u8bc1\u660e\uff0c\u8fd9\u662f\u5168\u7403\u552f\u4e00\u4e00\u4e2a\u4f60\u53ef\u4ee5\u653e\u5fc3\u53bb\u4efb\u4f55\u5730\u65b9\u5efa\u8bbe\u7684\u57fa\u7840\u8bbe\u65bd\u3002\u4f60\u60f3\u653e\u5728\u4efb\u4f55\u4e91\u91cc\uff0c\u6211\u4eec\u4e50\u610f\uff1b\u60f3\u653e\u5728\u672c\u5730\uff0c\u6211\u4eec\u9ad8\u5174\uff1b\u60f3\u653e\u5728\u4efb\u4f55\u56fd\u5bb6\u3001\u4efb\u4f55\u5730\u65b9\uff0c\u6211\u4eec\u90fd\u4e50\u610f\u652f\u6301\u4f60\u3002\u6211\u4eec\u73b0\u5728\u662f\u4e00\u4e2a\u80fd\u591f\u8fd0\u884c\u6240\u6709AI\u7684\u8ba1\u7b97\u5e73\u53f0\u3002<\/p>\n

\u73b0\u5728\u6765\u770b\u6211\u4eec\u7684\u4e1a\u52a1\u7ed3\u6784\u3002\u5927\u7ea660%\u6765\u81ea\u8d85\u5927\u89c4\u6a21\u4e91\u670d\u52a1\u5546\uff0c\u4e3b\u8981\u662f\u524d\u4e94\u5927\u8d85\u5927\u89c4\u6a21\u4e91\u670d\u52a1\u5546\u3002\u4f46\u5373\u4f7f\u5728\u8fd9\u524d\u4e94\u5bb6\u91cc\uff0c\u4e5f\u6709\u4e00\u90e8\u5206\u662f\u5185\u90e8AI\u6d88\u8017\uff0c\u6bd4\u5982\u63a8\u8350\u7cfb\u7edf\u6b63\u4ece\u4f20\u7edf\u7684\u57fa\u4e8e\u8868\u683c\u3001\u534f\u540c\u8fc7\u6ee4\u3001\u5185\u5bb9\u8fc7\u6ee4\u7684\u65b9\u5f0f\uff0c\u8f6c\u5411\u6df1\u5ea6\u5b66\u4e60\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u3002\u641c\u7d22\u4e5f\u5728\u7ecf\u5386\u540c\u6837\u7684\u8f6c\u53d8\u3002\u51e0\u4e4e\u6240\u6709\u8fd9\u4e9b\u8d85\u5927\u89c4\u6a21\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u73b0\u5728\u90fd\u5728\u8f6c\u5411\u82f1\u4f1f\u8fbeGPU\u6781\u5176\u64c5\u957f\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n

\u9664\u6b64\u4e4b\u5916\uff0c\u56e0\u4e3a\u6211\u4eec\u4e0e\u6bcf\u4e00\u4e2aAI\u5b9e\u9a8c\u5ba4\u5408\u4f5c\uff0c\u56e0\u4e3a\u6211\u4eec\u52a0\u901f\u6bcf\u4e00\u4e2aAI\u6a21\u578b\uff0c\u56e0\u4e3a\u6211\u4eec\u4e0e\u5e9e\u5927\u7684AI\u539f\u751f\u516c\u53f8\u751f\u6001\u7cfb\u7edf\u7d27\u5bc6\u76f8\u8fde\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u516c\u53f8\u5e26\u5230\u4e91\u7aef\u2014\u2014\u4e0d\u7ba1\u6295\u8d44\u89c4\u6a21\u591a\u5927\u3001\u591a\u5feb\uff0c\u8fd9\u4e9b\u7b97\u529b\u90fd\u4f1a\u88ab\u6d88\u8017\u6389\u3002\u8fd9\u90e8\u5206\u5360\u4e86\u6211\u4eec\u4e1a\u52a1\u768460%\u3002<\/p>\n

\u53e6\u591640%\u5219\u65e0\u5904\u4e0d\u5728\uff1a\u533a\u57df\u4e91\u3001\u4e3b\u6743\u4e91\u3001\u4f01\u4e1a\u3001\u5de5\u4e1a\u3001\u673a\u5668\u4eba\u3001\u8fb9\u7f18\u3001\u5927\u578b\u7cfb\u7edf\u3001\u8d85\u7ea7\u8ba1\u7b97\u7cfb\u7edf\u3001\u5c0f\u578b\u670d\u52a1\u5668\u3001\u4f01\u4e1a\u670d\u52a1\u5668\u3002\u7cfb\u7edf\u7684\u6570\u91cf\uff0c\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002AI\u7684\u591a\u6837\u6027\u4e5f\u6b63\u662f\u5b83\u7684\u97e7\u6027\u6240\u5728\u3002AI\u8986\u76d6\u4e4b\u5e7f\uff0c\u8d4b\u4e88\u4e86\u5b83\u8fd9\u79cd\u97e7\u6027\u3002\u6beb\u65e0\u7591\u95ee\uff0c\u8fd9\u4e0d\u662f\u4e00\u4e2a\u5355\u4e00\u5e94\u7528\u7684\u6280\u672f\u3002\u8fd9\u73b0\u5728\u662f\u6839\u672c\u6027\u7684\u53d8\u9769\uff0c\u7edd\u5bf9\u662f\u4e00\u4e2a\u65b0\u7684\u8ba1\u7b97\u5e73\u53f0\u8f6c\u6298\u70b9\u3002<\/p>\n

\u90a3\u4e48\uff0c\u6211\u4eec\u7684\u5de5\u4f5c\u5c31\u662f\u6301\u7eed\u63a8\u8fdb\u6280\u672f\u3002\u53bb\u5e74\u6211\u63d0\u5230\u7684\u6700\u91cd\u8981\u7684\u4e8b\u4e4b\u4e00\u662f\uff0c\u53bb\u5e74\u662f\u6211\u4eec\u7684\u63a8\u7406\u4e4b\u5e74\u3002\u6211\u4eec\u5168\u529b\u4ee5\u8d74\u3002\u6211\u4eec\u5192\u4e86\u5de8\u5927\u7684\u98ce\u9669\uff0c\u5728Hopper\u67b6\u6784\u6b63\u5904\u5728\u5dc5\u5cf0\u3001\u8868\u73b0\u6b63\u597d\u7684\u65f6\u5019\uff0c\u51b3\u5b9a\u5f7b\u5e95\u6539\u9020\u5b83\u3002\u6211\u4eec\u8ba4\u4e3aHopper\u67b6\u6784\u7684NVLink\u8fde\u901a\u6570\uff08NVLink8\uff09\u5fc5\u987b\u518d\u4e0a\u4e00\u4e2a\u53f0\u9636\u3002\u4e8e\u662f\u6211\u4eec\u5b8c\u5168\u91cd\u65b0\u67b6\u6784\u4e86\u6574\u4e2a\u7cfb\u7edf\uff0c\u5f7b\u5e95\u5206\u89e3\u4e86\u8ba1\u7b97\u7cfb\u7edf\uff0c\u521b\u9020\u4e86NVLink72\u3002\u5b83\u7684\u6784\u5efa\u65b9\u5f0f\u3001\u5236\u9020\u65b9\u5f0f\u3001\u7f16\u7a0b\u65b9\u5f0f\u90fd\u5f7b\u5e95\u6539\u53d8\u4e86\u3002Grace BlackwellNVLink72\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u8d4c\u6ce8\uff0c\u5bf9\u4efb\u4f55\u4eba\u90fd\u4e0d\u5bb9\u6613\uff0c\u5305\u62ec\u5728\u5ea7\u6211\u7684\u8bb8\u591a\u5408\u4f5c\u4f19\u4f34\u3002\u611f\u8c22\u5404\u4f4d\u7684\u8f9b\u52e4\u5de5\u4f5c\u3002<\/p>\n

\u6b64\u5916\uff0cNVFP4\u662f\u4e00\u79cd\u5b8c\u5168\u4e0d\u540c\u7c7b\u578b\u7684\u5f20\u91cf\u6838\u5fc3\u548c\u8ba1\u7b97\u5355\u5143\u3002\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u8bc1\u660e\uff0c\u7528NVFP4\u8fdb\u884c\u63a8\u7406\u6ca1\u6709\u4efb\u4f55\u7cbe\u5ea6\u635f\u5931\uff0c\u4f46\u6027\u80fd\u548c\u80fd\u6548\u83b7\u5f97\u4e86\u5de8\u5927\u63d0\u5347\u3002\u6211\u4eec\u4e5f\u80fd\u7528NVFP4\u8fdb\u884c\u8bad\u7ec3\u3002\u6240\u4ee5\uff0cNVLink72\u3001NVFP4\u3001Dynamo\u7684\u53d1\u660e\u3001TensorRT-LLM\uff0c\u8fd8\u6709\u4e00\u5927\u5806\u65b0\u7b97\u6cd5\u76f8\u7ee7\u95ee\u4e16\u3002\u6211\u4eec\u751a\u81f3\u5efa\u9020\u4e86\u4e00\u53f0\u8d85\u7ea7\u8ba1\u7b97\u673a\u6765\u5e2e\u52a9\u6211\u4eec\u4f18\u5316\u5185\u6838\uff0c\u4f18\u5316\u6574\u4e2a\u8f6f\u4ef6\u6808\u3002\u6211\u4eec\u79f0\u4e4b\u4e3aDGX Cloud\u3002\u6211\u4eec\u6295\u5165\u4e86\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u8d85\u7ea7\u8ba1\u7b97\u80fd\u529b\uff0c\u5e2e\u52a9\u6211\u4eec\u521b\u5efa\u5185\u6838\u548c\u8f6f\u4ef6\uff0c\u4f7f\u8fd9\u4e00\u5207\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n

\u6240\u6709\u7684\u6210\u679c\u6c47\u96c6\u5230\u4e86\u4e00\u8d77\u3002\u8fc7\u53bb\u66fe\u6709\u4eba\u8ddf\u6211\u8bf4\uff1aJensen\uff0c\u63a8\u7406\u592a\u5bb9\u6613\u4e86\u3002\u4f46\u5b9e\u9645\u4e0a\uff0c\u63a8\u7406\u662f\u7ec8\u6781\u96be\u9898\uff0c\u4e5f\u662f\u81f3\u5173\u91cd\u8981\u7684\uff0c\u56e0\u4e3a\u5b83\u76f4\u63a5\u9a71\u52a8\u5404\u4f4d\u7684\u6536\u5165\u3002\u8fd9\u5c31\u662f\u6700\u7ec8\u7684\u7ed3\u679c\u3002\u8fd9\u662f\u6765\u81eaSemiAnalysis\u7684\u4e00\u4efd\u62a5\u544a\uff0c\u662f\u6709\u53f2\u4ee5\u6765\u8303\u56f4\u6700\u5e7f\u3001\u6700\u5168\u9762\u7684AI\u63a8\u7406\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n

\u5404\u4f4d\u8bf7\u770b\u5de6\u8fb9\u2014\u2014\u8fd9\u4e2a\u8f74\u662f\u6bcf\u74e6\u7279\u751f\u6210\u7684token\u6570\u3002\u8fd9\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u6570\u636e\u4e2d\u5fc3\u3001\u6bcf\u4e2a\u5de5\u5382\u672c\u8d28\u4e0a\u90fd\u53d7\u529f\u8017\u9650\u5236\u3002\u4e00\u4e2a1\u5409\u74e6\u7684\u5de5\u5382\u6c38\u8fdc\u4e0d\u4f1a\u53d8\u62102\u5409\u74e6\uff0c\u8fd9\u662f\u7269\u7406\u5b9a\u5f8b\u3002\u6240\u4ee5\uff0c\u5bf9\u4e8e\u90a3\u4e2a1\u5409\u74e6\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u4f60\u5e0c\u671b\u9a71\u52a8\u6700\u5927\u6570\u91cf\u7684token\uff0c\u4e5f\u5c31\u662f\u90a3\u4e2a\u5de5\u5382\u7684\u4ea7\u51fa\u3002\u6240\u4ee5\u4f60\u5e0c\u671b\u5904\u5728\u90a3\u6761\u66f2\u7ebf\u7684\u9876\u7aef\uff0c\u8d8a\u9ad8\u8d8a\u597d\u3002<\/p>\n

X\u8f74\u4ee3\u8868\u7684\u662f\u63a8\u7406\u7684\u4ea4\u4e92\u6027\uff0c\u4e5f\u5c31\u662f\u901f\u5ea6\uff0c\u5373AI\u54cd\u5e94\u4f60\u7684\u5feb\u6162\u3002\u901f\u5ea6\u8d8a\u5feb\uff0c\u4f60\u5f53\u7136\u53ef\u4ee5\u66f4\u5feb\u5730\u54cd\u5e94\u3002\u4f46\u66f4\u91cd\u8981\u7684\u662f\uff0c\u63a8\u7406\u901f\u5ea6\u8d8a\u5feb\uff0c\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u8fd0\u884c\u66f4\u5927\u7684\u6a21\u578b\u3001\u5904\u7406\u66f4\u957f\u7684\u4e0a\u4e0b\u6587\u3001\u751f\u6210\u66f4\u591a\u7684\u601d\u8003token\u2014\u2014\u800c\u8fd9\u4e2a\uff0c\u672c\u8d28\u4e0a\u51b3\u5b9a\u4e86AI\u7684\u667a\u80fd\u7a0b\u5ea6\u3002\u6240\u4ee5X\u8f74\uff0c\u5176\u5b9e\u5c31\u662fAI\u7684\u541e\u5410\u91cf\uff0c\u4e5f\u662fAI\u7684\u667a\u80fd\u6c34\u5e73\u3002<\/p>\n

\u4f46\u8bf7\u6ce8\u610f\uff1aAI\u8d8a\u667a\u80fd\uff0c\u541e\u5410\u91cf\u53cd\u800c\u4f1a\u4e0b\u964d\u3002\u8fd9\u5f88\u5408\u7406\uff0c\u5bf9\u5427\uff1f\u56e0\u4e3a\u601d\u8003\u9700\u8981\u66f4\u957f\u7684\u65f6\u95f4\u3002\u6240\u4ee5\u8fd9\u4e2a\u8f74\u5c31\u662f\u901f\u5ea6\u3002\u6211\u7a0d\u540e\u8fd8\u4f1a\u56de\u5230\u8fd9\u91cc\u3002\u8fd9\u975e\u5e38\u91cd\u8981\uff0c\u53ef\u80fd\u6709\u70b9\u6298\u78e8\u4eba\uff0c\u4f46\u5b83\u592a\u91cd\u8981\u4e86\u3002\u5404\u4f4d\u770b\u7740\u5427\uff0c\u672a\u6765\u5168\u7403\u7684\u6bcf\u4e00\u4f4dCEO\uff0c\u90fd\u5c06\u4ee5\u6211\u5373\u5c06\u63cf\u8ff0\u7684\u65b9\u5f0f\u6765\u5ba1\u89c6\u4ed6\u4eec\u7684\u4e1a\u52a1\uff0c\u56e0\u4e3a\u8fd9\u5c31\u662f\u4f60\u4eec\u7684token\u5de5\u5382\uff0c\u8fd9\u5c31\u662f\u4f60\u4eec\u7684AI\u5de5\u5382\uff0c\u8fd9\u5c31\u662f\u4f60\u4eec\u7684\u6536\u5165\u6765\u6e90\u3002\u672a\u6765\u6beb\u65e0\u7591\u95ee\u5c31\u662f\u8fd9\u6837\u3002\u6240\u4ee5\uff0c\u8fd9\u4e2a\u662f\u541e\u5410\u91cf\uff0c\u8fd9\u4e2a\u662f\u667a\u80fd\u3002<\/p>\n

\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u6570\u636e\u4e2d\u5fc3\u529f\u8017\uff0c\u6bcf\u74e6\u6027\u80fd\u8d8a\u597d\uff0c\u541e\u5410\u91cf\u5c31\u8d8a\u9ad8\uff0c\u4f60\u5c31\u80fd\u751f\u4ea7\u8d8a\u591a\u7684token\u3002\u800c\u53e6\u4e00\u8fb9\u5219\u662f\u6210\u672c\u3002\u4f60\u4f1a\u6ce8\u610f\u5230\uff0c\u82f1\u4f1f\u8fbe\u62e5\u6709\u5168\u7403\u6700\u9ad8\u7684\u6027\u80fd\u3002\u8fd9\u672c\u8eab\u53ef\u80fd\u4e0d\u8ba9\u4eba\u610f\u5916\u3002\u771f\u6b63\u8ba9\u4eba\u9707\u64bc\u7684\u662f\u4e00\u4ee3\u4ea7\u54c1\u4e2d\u63d0\u5347\u7684\u5e45\u5ea6\u3002<\/p>\n

\u6309\u7167\u6469\u5c14\u5b9a\u5f8b\uff0c\u8fc7\u4e2a\u51e0\u5e74\u6027\u80fd\u5c31\u80fd\u7ffb\u500d\uff0c\u4e00\u4ee3\u4ea7\u54c1\u901a\u8fc7\u6676\u4f53\u7ba1\u5347\u7ea7\uff0c\u5927\u6982\u80fd\u5e26\u67651.5\u500d\u7684\u6027\u80fd\u63d0\u5347\u3002\u4f60\u53ef\u80fd\u9884\u671f\u4e0b\u4e00\u4ee3\u4ea7\u54c1\u6bd4HopperH200\u9ad8\u51fa1.5\u500d\u3002\u4f46\u6ca1\u4eba\u80fd\u9884\u6599\u5230\u4f1a\u9ad8\u51fa35\u500d\u3002\u6211\u53bb\u5e74\u8fd9\u4e2a\u65f6\u5019\u8bf4\uff0c\u82f1\u4f1f\u8fbe\u7684Grace BlackwellNVLink72\u5728\u6bcf\u74e6\u6027\u80fd\u4e0a\u63d0\u5347\u4e8635\u500d\u3002\u6ca1\u4eba\u76f8\u4fe1\u6211\u3002\u540e\u6765SemiAnalysis\u53d1\u5e03\u4e86\u62a5\u544a\uff0cDylan Patel\u6709\u4e00\u53e5\u8bdd\u3002\u4ed6\u6307\u8d23\u6211\u6709\u6240\u4fdd\u7559\uff08sandbagging\uff09\u3002\u4ed6\u8bf4\uff1a\u201cJensen\u6709\u6240\u4fdd\u7559\uff0c\u5b9e\u9645\u662f50\u500d\u3002\u201d\u4ed6\u6ca1\u6709\u8bf4\u9519\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u7684\u6bcftoken\u6210\u672c\u662f\u5168\u7403\u6700\u4f4e\u7684\uff0c\u4f60\u6839\u672c\u65e0\u6cd5\u51fb\u8d25\u5b83\u3002<\/p>\n

\u6211\u4ee5\u524d\u8bf4\u8fc7\uff1a\u5982\u679c\u4f60\u7684\u67b6\u6784\u4e0d\u5bf9\uff0c\u5373\u4f7f\u514d\u8d39\uff0c\u4e5f\u4e0d\u591f\u4fbf\u5b9c\u3002\u56e0\u4e3a\u65e0\u8bba\u53d1\u751f\u4ec0\u4e48\uff0c\u4f60\u90fd\u5f97\u5efa\u4e00\u4e2a1\u5409\u74e6\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u4e00\u4e2a1\u5409\u74e6\u7684\u5de5\u5382\u3002\u800c\u90a3\u4e2a1\u5409\u74e6\u7684\u5de5\u5382\uff0c\u572815\u5e74\u7684\u6298\u65e7\u671f\u5185\uff0c\u5206\u644a\u4e0b\u6765\u7684\u6210\u672c\u5927\u6982\u8981\u82b1400\u4ebf\u7f8e\u5143\u2014\u2014\u5c31\u7b97\u4ec0\u4e48\u90fd\u4e0d\u653e\u8fdb\u53bb\uff0c\u8fd9\u4e5f\u662f400\u4ebf\u7f8e\u5143\u7684\u6295\u5165\u3002\u6240\u4ee5\uff0c\u4f60\u6700\u597d\u786e\u4fdd\u5728\u8fd9\u4e2a\u8bbe\u65bd\u91cc\u653e\u6700\u597d\u7684\u8ba1\u7b97\u673a\u7cfb\u7edf\uff0c\u8fd9\u6837\u4f60\u624d\u80fd\u83b7\u5f97\u6700\u4f4e\u7684token\u6210\u672c\u3002\u82f1\u4f1f\u8fbe\u7684token\u6210\u672c\u662f\u4e16\u754c\u7ea7\u7684\uff0c\u76ee\u524d\u57fa\u672c\u4e0a\u65e0\u4eba\u80fd\u53ca\u3002\u4e4b\u6240\u4ee5\u80fd\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u9760\u7684\u662f\u6781\u81f4\u7684\u8f6f\u786c\u4ef6\u534f\u540c\u8bbe\u8ba1\uff08co-design\uff09\u3002\u6240\u4ee5\u6211\u633a\u9ad8\u5174\u4ed6\u4eec\u7ed9\u4e86\u6211\u4eec\u8fd9\u4e2a\u79f0\u53f7\u2014\u2014\u66fe\u6709\u4e00\u4f4d\u7334\u738b\uff08Monkey King\uff09\uff0c\u73b0\u5728\u6709\u4e86Token\u4e4b\u738b\u3002<\/p>\n

\u5c31\u50cf\u6211\u544a\u8bc9\u5404\u4f4d\u7684\uff0c\u6211\u4eec\u5c06\u6240\u6709\u7684\u8f6f\u4ef6\u8fdb\u884c\u5782\u76f4\u6574\u5408\uff0c\u4f46\u6c34\u5e73\u5f00\u653e\u3002\u6211\u4eec\u628a\u6240\u6709\u7684\u8f6f\u4ef6\u548c\u6280\u672f\uff0c\u4ee5\u4efb\u4f55\u53ef\u80fd\u7684\u65b9\u5f0f\u6253\u5305\uff0c\u96c6\u6210\u5230\u5168\u7403\u7684\u63a8\u7406\u670d\u52a1\u63d0\u4f9b\u5546\u4e2d\u3002\u8fd9\u4e9b\u516c\u53f8\u589e\u957f\u592a\u5feb\u4e86\u3002\u6bd4\u5982Fireworks AI\uff0cLin\uff08\u6797\u541b\u53e1\uff09\u4eca\u5929\u4e5f\u5728\u8fd9\u91cc\u3002\u4ed6\u4eec\u5c31\u662f\u589e\u957f\u5f97\u5982\u6b64\u4e4b\u5feb\uff0c\u53bb\u5e74\u589e\u957f\u4e86\u4e00\u767e\u500d\u3002\u5b83\u4eec\u662ftoken\u5de5\u5382\u2014\u2014\u5bf9\u5b83\u4eec\u6765\u8bf4\uff0c\u5de5\u5382\u7684\u6709\u6548\u6027\u3001\u6027\u80fd\u548ctoken\u751f\u4ea7\u6210\u672c\u5c31\u662f\u4e00\u5207\u3002<\/p>\n

\u8fd9\u5c31\u662f\u53d1\u751f\u7684\u4e8b\u60c5\u3002\u6211\u4eec\u66f4\u65b0\u4e86\u4ed6\u4eec\u7684\u8f6f\u4ef6\uff0c\u7528\u7684\u8fd8\u662f\u540c\u6837\u7684\u7cfb\u7edf\u3002\u4f60\u770b\u4ed6\u4eec\u7684token\u901f\u5ea6\uff1a\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u5dee\u8ddd\u3002\u5728\u82f1\u4f1f\u8fbe\u66f4\u65b0\u6240\u6709\u7b97\u6cd5\u3001\u6240\u6709\u8f6f\u4ef6\u3001\u4ee5\u53ca\u6211\u4eec\u5e26\u6765\u7684\u6240\u6709\u6280\u672f\u4e4b\u524d\uff0c\u5e73\u5747\u6bcf\u79d2\u5927\u6982\u5904\u7406700\u4e2atoken\uff1b\u4e4b\u540e\u63a5\u8fd15000\uff0c\u63d0\u9ad8\u4e867\u500d\u3002\u8fd9\u5c31\u662f\u6781\u81f4\u534f\u540c\u8bbe\u8ba1\u7684\u60ca\u4eba\u529b\u91cf\u3002<\/p>\n

\u6211\u4e4b\u524d\u63d0\u5230\u8fc7\u5de5\u5382\u7684\u91cd\u8981\u6027\u3002\u8fd9\u5c31\u662f\u5de5\u5382\u7684\u91cd\u8981\u6027\u3002\u4f60\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u8fc7\u53bb\u662f\u5b58\u653e\u6587\u4ef6\u7684\u5730\u65b9\uff0c\u73b0\u5728\u53d8\u6210\u4e86\u751f\u6210token\u7684\u5de5\u5382\u3002\u800c\u4f60\u7684\u5de5\u5382\uff0c\u65e0\u8bba\u5982\u4f55\u90fd\u662f\u53d7\u9650\u7684\u3002\u6bcf\u4e2a\u4eba\u90fd\u5728\u5bfb\u627e\u571f\u5730\u3001\u7535\u529b\u548c\u673a\u623f\u5916\u58f3\u3002\u4e00\u65e6\u5efa\u597d\uff0c\u4f60\u5c31\u53d7\u5236\u4e8e\u7535\u529b\u4e86\u3002\u5728\u90a3\u4e2a\u7535\u529b\u53d7\u9650\u7684\u57fa\u7840\u8bbe\u65bd\u91cc\uff0c\u4f60\u6700\u597d\u786e\u4fdd\u4f60\u7684\u63a8\u7406\u2014\u2014\u56e0\u4e3a\u4f60\u77e5\u9053\u63a8\u7406\u5c31\u662f\u4f60\u7684\u5de5\u4f5c\u8d1f\u8f7d\uff0ctoken\u662f\u4f60\u7684\u65b0\u5546\u54c1\uff0c\u8ba1\u7b97\u662f\u4f60\u7684\u6536\u5165\u6765\u6e90\u2014\u2014\u4f60\u6700\u597d\u786e\u4fdd\u672a\u6765\u7684\u67b6\u6784\u662f\u5c3d\u53ef\u80fd\u4f18\u5316\u7684\u3002<\/p>\n

\u672a\u6765\uff0c\u6bcf\u4e00\u4e2a\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\uff08CSP\uff09\u3001\u6bcf\u4e00\u5bb6\u8ba1\u7b97\u673a\u516c\u53f8\u3001\u6bcf\u4e00\u5bb6\u4e91\u516c\u53f8\u3001\u6bcf\u4e00\u5bb6AI\u516c\u53f8\u2014\u2014\u5b9e\u9645\u4e0a\uff0c\u5c31\u662f\u6bcf\u4e00\u5bb6\u516c\u53f8\u2014\u2014\u90fd\u4f1a\u601d\u8003\u5b83\u4eec\u7684token\u5de5\u5382\u7684\u8fd0\u8425\u6548\u7387\u3002\u8fd9\u5c31\u662f\u5404\u4f4d\u672a\u6765\u7684\u5de5\u5382\u3002\u6211\u4e4b\u6240\u4ee5\u77e5\u9053\u8fd9\u4e00\u70b9\uff0c\u662f\u56e0\u4e3a\u8fd9\u4e2a\u623f\u95f4\u91cc\u7684\u6bcf\u4e2a\u4eba\u90fd\u7531\u667a\u80fd\u9a71\u52a8\uff1b\u800c\u672a\u6765\uff0c\u8fd9\u79cd\u667a\u80fd\u5c06\u7531token\u6765\u589e\u5f3a\u3002<\/p>\n<\/p>\n

05\u786c\u4ef6\u67b6\u6784\u8def\u7ebf\u56fe<\/b><\/p>\n

Vera Rubin\u7cfb\u7edf\u4e0eGroq\u96c6\u6210<\/b><\/p>\n

\u8ba9\u6211\u5e26\u5404\u4f4d\u56de\u987e\u4e00\u4e0b\u6211\u4eec\u662f\u5982\u4f55\u8d70\u5230\u4eca\u5929\u7684\u3002<\/p>\n

2016\u5e744\u67086\u65e5\uff0c\u5dee\u4e0d\u591a\u5341\u5e74\u524d\uff0c\u6211\u4eec\u63a8\u51fa\u4e86DGX-1\u2014\u2014\u5168\u7403\u7b2c\u4e00\u53f0\u4e13\u95e8\u4e3a\u6df1\u5ea6\u5b66\u4e60\u8bbe\u8ba1\u7684\u8ba1\u7b97\u673a\u3002\u516b\u5757Pascal GPU\uff0c\u901a\u8fc7\u7b2c\u4e00\u4ee3NVLink\u8fde\u63a5\u3002\u4e00\u53f0\u8ba1\u7b97\u673a170 teraflops\u3002\u90a3\u662f\u5168\u7403\u7b2c\u4e00\u53f0\u4e3aAI\u7814\u7a76\u4eba\u5458\u6253\u9020\u7684\u8ba1\u7b97\u673a\u3002<\/p>\n

\u5230\u4e86Volta\uff0c\u6211\u4eec\u5f15\u5165\u4e86NVLinkSwitch\u300216\u5757GPU\u4ee5\u5168\u5bf9\u5168\u5e26\u5bbd\u8fde\u63a5\uff0c\u50cf\u4e00\u4e2a\u5de8\u5927\u7684GPU\u4e00\u6837\u8fd0\u884c\u3002\u8fd9\u5411\u524d\u8fc8\u51fa\u4e86\u4e00\u5927\u6b65\uff0c\u4f46\u6a21\u578b\u8fd8\u5728\u53d8\u5927\u3002\u6570\u636e\u4e2d\u5fc3\u9700\u8981\u53d8\u6210\u4e00\u4e2a\u5355\u4e00\u7684\u8ba1\u7b97\u5355\u5143\u3002\u4e8e\u662fMellanox\u52a0\u5165\u4e86\u82f1\u4f1f\u8fbe\u3002<\/p>\n

2020\u5e74\uff0cDGX A100SuperPOD\u6210\u4e3a\u7b2c\u4e00\u53f0\u7ed3\u5408\u7eb5\u5411\u6269\u5c55\uff08scale-up\uff09\u548c\u6a2a\u5411\u6269\u5c55\uff08scale-out\uff09\u67b6\u6784\u7684GPU\u8d85\u7ea7\u8ba1\u7b97\u673a\u3002NVLink3\u505a\u7eb5\u5411\u6269\u5c55\uff0cConnectX-6\u548cQuantum InfiniBand\u505a\u6a2a\u5411\u6269\u5c55\u3002\u7136\u540e\u662fHopper\uff0c\u7b2c\u4e00\u4e2a\u5e26FP8 Transformer\u5f15\u64ce\u7684GPU\uff0c\u5b83\u5f00\u542f\u4e86\u751f\u6210\u5f0fAI\u65f6\u4ee3\u3002NVLink4\u3001ConnectX-7\u3001BlueField-3 DPU\u3001\u7b2c\u4e8c\u4ee3Quantum InfiniBand\u2014\u2014\u5b83\u5f7b\u5e95\u6539\u53d8\u4e86\u8ba1\u7b97\u3002<\/p>\n

Blackwell\u7528NVLink72\u91cd\u65b0\u5b9a\u4e49\u4e86AI\u8d85\u7ea7\u8ba1\u7b97\u673a\u7684\u7cfb\u7edf\u67b6\u6784\u300272\u5757GPU\u901a\u8fc7NVLinkSpine\u8fde\u63a5\uff0c\u6bcf\u79d2130TB\u5168\u5bf9\u5168\u5e26\u5bbd\u3002\u8ba1\u7b97\u6258\u76d8\u96c6\u6210\u4e86Blackwell GPU\u3001Grace CPU\u3001ConnectX-8\u548cBlueField-3\u3002\u6a2a\u5411\u6269\u5c55\u8dd1\u5728Spectrum-4\u4ee5\u592a\u7f51\u4e0a\u3002\u968f\u7740\u9884\u8bad\u7ec3\u3001\u540e\u671f\u8bad\u7ec3\u3001\u63a8\u7406\u8fd9\u4e09\u79cd\u6269\u5c55\u5b9a\u5f8b\u5168\u901f\u63a8\u8fdb\uff0c\u518d\u52a0\u4e0a\u73b0\u5728\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u51fa\u73b0\uff0c\u8ba1\u7b97\u9700\u6c42\u5728\u6301\u7eed\u6307\u6570\u7ea7\u589e\u957f\u3002<\/p>\n

\u73b0\u5728\uff0cVera Rubin\u7684\u67b6\u6784\u4e13\u4e3a\u667a\u80fd\u4f53AI\u7684\u6bcf\u4e2a\u9636\u6bb5\u8bbe\u8ba1\uff0c\u5b83\u63a8\u8fdb\u4e86\u8ba1\u7b97\u7684\u6bcf\u4e00\u4e2a\u652f\u67f1\u2014\u2014CPU\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u548c\u5b89\u5168\u3002Vera RubinNVLink72\uff0c3.6 exaflops\u7b97\u529b\uff0c\u6bcf\u79d2260TB\u5168\u5bf9\u5168NVLink\u5e26\u5bbd\u3002\u8fd9\u4e2a\u5f15\u64ce\u6b63\u5728\u4e3a\u667a\u80fd\u4f53AI\u65f6\u4ee3\u63d0\u4f9b\u8d85\u7ea7\u52a8\u529b\u3002VeraCPU\u673a\u67b6\u4e13\u4e3a\u7f16\u6392\u548c\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u8bbe\u8ba1\uff0cSTX\u673a\u67b6\u662f\u57fa\u4e8eBlueField-4\u7684AI\u539f\u751f\u5b58\u50a8\uff0c\u7528Spectrum-X\u505a\u6a2a\u5411\u6269\u5c55\uff0c\u8fd8\u91c7\u7528\u4e86\u5171\u5c01\u88c5\u5149\u5b66\u6765\u63d0\u9ad8\u80fd\u6548\u548c\u53ef\u9760\u6027\u3002<\/p>\n

\u8fd8\u6709\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u7684\u65b0\u6210\u5458\uff1aGroq3 LPX\u673a\u67b6\u3002\u5b83\u4e0eVera Rubin\u7d27\u5bc6\u8fde\u63a5\u3002GroqLPU\u62e5\u6709\u6d77\u91cf\u7684\u7247\u4e0aSRAM\uff0c\u6210\u4e3a\u5df2\u7ecf\u6781\u5feb\u7684Vera Rubin\u7684token\u52a0\u901f\u5668\u3002\u4e24\u8005\u7ed3\u5408\uff0c\u6bcf\u5146\u74e6\u541e\u5410\u91cf\u63d0\u9ad8\u4e8635\u500d\u3002\u4e00\u4e2a\u5168\u65b0\u7684Vera Rubin\u5e73\u53f0\u2014\u2014\u4e03\u6b3e\u82af\u7247\uff0c\u4e94\u6b3e\u673a\u67b6\u7ea7\u8ba1\u7b97\u673a\uff0c\u4e00\u53f0\u4e3a\u667a\u80fd\u4f53AI\u6253\u9020\u7684\u9769\u547d\u6027\u8d85\u7ea7\u8ba1\u7b97\u673a\u3002\u77ed\u77ed10\u5e74\uff0c\u8ba1\u7b97\u80fd\u529b\u63d0\u5347\u4e864000\u4e07\u500d\u3002<\/p>\n

\u4ee5\u524d\u6211\u8bf4Hopper\u7684\u65f6\u5019\uff0c\u4f1a\u4e3e\u8d77\u4e00\u5757\u82af\u7247\u3002\u90a3\u771f\u53ef\u7231\u3002\u8fd9\u662fVera Rubin\u3002\u5f53\u6211\u4eec\u8c08Vera Rubin\u65f6\uff0c\u6211\u4eec\u8c08\u7684\u662f\u6574\u4e2a\u7cfb\u7edf\u2014\u2014\u5782\u76f4\u6574\u5408\uff0c\u5b8c\u5168\u4e0e\u8f6f\u4ef6\u7ed3\u5408\uff0c\u7aef\u5230\u7aef\u6269\u5c55\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u5de8\u5927\u7684\u7cfb\u7edf\u6765\u4f18\u5316\u3002\u5b83\u4e4b\u6240\u4ee5\u4e3a\u667a\u80fd\u4f53\u7cfb\u7edf\u8bbe\u8ba1\uff0c\u539f\u56e0\u5f88\u6e05\u695a\uff1a\u667a\u80fd\u4f53\u6700\u91cd\u8981\u7684\u8d1f\u8f7d\u662f\u601d\u8003\uff0c\u662f\u5927\u8bed\u8a00\u6a21\u578b\u3002\u5927\u8bed\u8a00\u6a21\u578b\u4f1a\u53d8\u5f97\u8d8a\u6765\u8d8a\u5927\uff0c\u4f1a\u8d8a\u6765\u8d8a\u5feb\u5730\u751f\u6210\u66f4\u591atoken\uff0c\u4ee5\u4fbf\u5b83\u80fd\u66f4\u5feb\u601d\u8003\u3002\u4f46\u5b83\u4e5f\u5fc5\u987b\u8bbf\u95ee\u5185\u5b58\uff0c\u5b83\u4f1a\u975e\u5e38\u7528\u529b\u5730\u51b2\u51fb\u5185\u5b58\u2014\u2014KV\u7f13\u5b58\u3001\u7ed3\u6784\u5316\u6570\u636e\uff08cuDF\uff09\u3001\u975e\u7ed3\u6784\u5316\u6570\u636e\uff08cuVS\uff09\u3002\u5b83\u4f1a\u975e\u5e38\u7528\u529b\u5730\u51b2\u51fb\u5b58\u50a8\u7cfb\u7edf\uff0c\u6240\u4ee5\u6211\u4eec\u5f7b\u5e95\u6539\u9020\u4e86\u5b58\u50a8\u7cfb\u7edf\u3002<\/p>\n

\u5b83\u8fd8\u4f1a\u4f7f\u7528\u5de5\u5177\u3002\u4e0e\u5bf9\u8f83\u6162\u8ba1\u7b97\u673a\u5bb9\u5fcd\u5ea6\u8f83\u9ad8\u7684\u4eba\u7c7b\u4e0d\u540c\uff0cAI\u5e0c\u671b\u5de5\u5177\u5c3d\u53ef\u80fd\u5feb\u3002\u8fd9\u4e9b\u5de5\u5177\u2014\u2014\u7f51\u7edc\u6d4f\u89c8\u5668\uff0c\u5728\u672a\u6765\u4e5f\u53ef\u80fd\u662f\u4e91\u4e2d\u7684\u865a\u62dfPC\u2014\u2014\u5fc5\u987b\u5c3d\u53ef\u80fd\u5feb\u3002\u6240\u4ee5\u6211\u4eec\u521b\u9020\u4e86\u4e00\u4e2a\u5168\u65b0\u7684CPU\uff0c\u4e13\u4e3a\u6781\u9ad8\u5355\u7ebf\u7a0b\u6027\u80fd\u3001\u6781\u9ad8\u6570\u636e\u541e\u5410\u91cf\u3001\u6781\u4f73\u6570\u636e\u5904\u7406\u80fd\u529b\u548c\u6781\u81f4\u80fd\u6548\u800c\u8bbe\u8ba1\u3002\u5b83\u662f\u5168\u7403\u552f\u4e00\u4f7f\u7528LPDDR5X\u7684\u6570\u636e\u4e2d\u5fc3CPU\uff0c\u5355\u7ebf\u7a0b\u6027\u80fd\u548c\u6bcf\u74e6\u6027\u80fd\u65e0\u4e0e\u4f26\u6bd4\u3002\u6211\u4eec\u8bbe\u8ba1\u5b83\uff0c\u5c31\u662f\u4e3a\u4e86\u8ba9\u5b83\u80fd\u4e0e\u8fd9\u4e9b\u673a\u67b6\u4e00\u8d77\u7528\u4e8e\u667a\u80fd\u4f53\u5904\u7406\u3002<\/p>\n

\u8fd9\u5c31\u662fVera Rubin\u7cfb\u7edf\u3002\u6ce8\u610f\uff0c\u4ece\u8fd9\u6b21\u5f00\u59cb\uff0c\u767e\u5206\u4e4b\u767e\u6db2\u51b7\u3002\u6240\u6709\u7684\u7535\u7f06\u90fd\u4e0d\u89c1\u4e86\u3002\u8fc7\u53bb\u9700\u8981\u4e24\u5929\u5b89\u88c5\u7684\u4e1c\u897f\uff0c\u73b0\u5728\u4e24\u5c0f\u65f6\u641e\u5b9a\uff0c\u4e0d\u53ef\u601d\u8bae\u3002\u5236\u9020\u5468\u671f\u4f1a\u5927\u5927\u7f29\u77ed\u3002\u8fd9\u4e5f\u662f\u4e00\u53f0\u752845\u00b0C\u70ed\u6c34\u51b7\u5374\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u51cf\u8f7b\u4e86\u6570\u636e\u4e2d\u5fc3\u538b\u529b\uff0c\u628a\u539f\u672c\u7528\u4e8e\u51b7\u5374\u6570\u636e\u4e2d\u5fc3\u7684\u6210\u672c\u548c\u80fd\u91cf\u91ca\u653e\u51fa\u6765\u7ed9\u7cfb\u7edf\u4f7f\u7528\u3002\u8fd9\u662f\u6211\u4eec\u7684\u79d8\u8bc0\u3002\u6211\u4eec\u662f\u5168\u7403\u552f\u4e00\u4e00\u5bb6\u5df2\u7ecf\u6784\u5efa\u4e86\u7b2c\u516d\u4ee3\u7eb5\u5411\u6269\u5c55\u4ea4\u6362\u7cfb\u7edf\u7684\u516c\u53f8\u2014\u2014\u8fd9\u4e0d\u662f\u4ee5\u592a\u7f51\uff0c\u4e0d\u662fInfiniBand\uff0c\u8fd9\u662fNVLink\u3002\u7b2c\u516d\u4ee3NVLink\uff0c\u6781\u5176\u56f0\u96be\u3002\u55ef\uff0c\u6781\u5176\u56f0\u96be\uff0c\u6beb\u65e0\u7591\u95ee\u3002\u6211\u4e3a\u6211\u4eec\u7684\u56e2\u961f\u611f\u5230\u81ea\u8c6a\u3002NVLink\u5b8c\u5168\u51b7\u5374\u3002<\/p>\n

\u8fd9\u662f\u5168\u65b0\u7684Groq\u7cfb\u7edf\u3002\u6211\u7a0d\u540e\u4f1a\u7ed9\u4f60\u4eec\u5c55\u793a\u66f4\u591a\u3002\u516b\u5757GU\u82af\u7247\u7ec4\u6210\u7684LP30\u2014\u2014\u5168\u7403\u4ece\u672a\u89c1\u8fc7\u3002\u5168\u7403\u89c1\u8fc7\u7684\u662fV1\uff0c\u8fd9\u662f\u7b2c\u4e09\u4ee3\u3002\u6211\u4eec\u73b0\u5728\u6b63\u5728\u91cf\u4ea7\u3002\u7a0d\u540e\u6211\u4f1a\u5411\u4f60\u4eec\u5c55\u793a\u66f4\u591a\u76f8\u5173\u5185\u5bb9\u3002\u5168\u7403\u7b2c\u4e00\u4e2aCPO Spectrum-X\u4ea4\u6362\u673a\uff0c\u4e5f\u5168\u9762\u91cf\u4ea7\u4e86\u3002\u5171\u5c01\u88c5\u5149\u5b66\uff0c\u5149\u5b66\u5668\u4ef6\u76f4\u63a5\u6765\u5230\u82af\u7247\u4e0a\uff0c\u76f4\u63a5\u4e0e\u7845\u7247\u63a5\u53e3\u8fde\u63a5\u3002\u7535\u5b50\u8f6c\u6362\u4e3a\u5149\u5b50\uff0c\u5e76\u76f4\u63a5\u8fde\u5230\u82af\u7247\u3002\u6211\u4eec\u4e0e\u53f0\u79ef\u7535\u5171\u540c\u53d1\u660e\u4e86\u5de5\u827a\u6280\u672f\uff0c\u6211\u4eec\u662f\u4eca\u5929\u552f\u4e00\u91cf\u4ea7\u7684\u3002\u5b83\u53ebCPO\uff0c\u5b8c\u5168\u662f\u9769\u547d\u6027\u7684\u3002\u82f1\u4f1f\u8fbe\u5168\u9762\u91cf\u4ea7Spectrum-X\u3002<\/p>\n

\u8fd9\u662fVeraCPU\u7cfb\u7edf\u3002\u6bcf\u74e6\u6027\u80fd\u662f\u5168\u7403\u4efb\u4f55CPU\u7684\u4e24\u500d\uff0c\u4e5f\u5728\u91cf\u4ea7\u3002\u6211\u4eec\u4ece\u6ca1\u60f3\u8fc7\u4f1a\u5355\u72ec\u9500\u552eCPU\uff0c\u6211\u4eec\u73b0\u5728\u5374\u5355\u72ec\u9500\u552e\u5f88\u591a\u3002\u8fd9\u5df2\u7ecf\u662f\u4e00\u4e2a\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u4e1a\u52a1\u4e86\u3002\u6211\u7279\u522b\u6ee1\u610f\u6211\u4eec\u7684CPU\u67b6\u6784\u5e08\u3002\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u6b3e\u9769\u547d\u6027\u7684CPU\uff0c\u8fd9\u662fCX9\uff0c\u7531VeraCPU\u3001BlueField-4\u3001STX\u9a71\u52a8\uff0c\u6211\u4eec\u7684\u65b0\u5b58\u50a8\u5e73\u53f0\u3002<\/p>\n

\u8fd9\u4e9b\u662f\u673a\u67b6\uff0c\u5b83\u4eec\u8fde\u63a5\u5728\u4e00\u8d77\u3002\u6bcf\u4e2a\u8fd9\u6837\u7684\u673a\u67b6\uff0c\u8fd9\u662fNVLink\u673a\u67b6\uff0c\u6211\u4ee5\u524d\u7ed9\u5927\u5bb6\u770b\u8fc7\uff0c\u8d85\u7ea7\u91cd\uff0c\u800c\u4e14\u611f\u89c9\u6bcf\u5e74\u90fd\u5728\u52a0\u91cd\u2014\u2014\u6211\u89c9\u5f97\u662f\u56e0\u4e3a\u91cc\u9762\u7684\u7535\u7f06\u6bcf\u5e74\u90fd\u5728\u589e\u52a0\u3002\u6211\u4eec\u51b3\u5b9a\u4e5f\u628a\u8fd9\u5957\u6280\u672f\u7528\u5728\u4ee5\u592a\u7f51\u4e0a\uff0c\u56e0\u4e3a\u5b83\u6765\u6784\u5efa\u8fd9\u4e9b\u5e26\u6709\u5e03\u7ebf\u7cfb\u7edf\u7684\u7ed3\u6784\u5316\u5e03\u7ebf\u6570\u636e\u4e2d\u5fc3\u975e\u5e38\u9ad8\u6548\u3002\u8fd9\u662f\u4ee5\u592a\u7f51\uff0c256\u4e2a\u6db2\u51b7\u8282\u70b9\u5728\u4e00\u4e2a\u673a\u67b6\u91cc\uff0c\u4e5f\u7528\u4e0a\u4e86\u8fd9\u4e9b\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u8fde\u63a5\u5668\u3002<\/p>\n

\u4f60\u4eec\u60f3\u770bRubin Ultra\u5417\uff1f\u8fd9\u662fRubin Ultra\u8ba1\u7b97\u8282\u70b9\u3002\u548cRubin\u6c34\u5e73\u6ed1\u5165\u4e0d\u540c\uff0cRubin Ultra\u8fdb\u5165\u4e00\u4e2a\u5168\u65b0\u7684\u673a\u67b6\uff0c\u53ebKyber\uff0c\u8ba9\u6211\u4eec\u5728\u5355\u4e2aNVLink\u57df\u4e2d\u80fd\u8fde\u63a5144\u5757GPU\u3002\u8fd9\u4e2aKyber\u673a\u67b6\uff0c\u6211\u80af\u5b9a\u80fd\u4e3e\u8d77\u6765\uff0c\u4f46\u6211\u4e0d\u4e3e\u2014\u2014\u5b83\u76f8\u5f53\u91cd\u3002\u8fd9\u662f\u4e00\u4e2a\u8ba1\u7b97\u8282\u70b9\uff0c\u5782\u76f4\u6ed1\u5165Kyber\u673a\u67b6\u3002\u5b83\u5728\u8fd9\u91cc\u8fde\u63a5\uff0c\u8fd9\u662f\u4e2d\u7f6e\u80cc\u677f\uff08midplane\uff09\u3002\u90a3\u56db\u4e2a\u9876\u90e8\u7684NVLink\u8fde\u63a5\u5668\u6ed1\u8fdb\u53bb\uff0c\u8fde\u5230\u8fd9\u4e2a\u4e0a\u9762\uff0c\u5c31\u6210\u4e86\u5176\u4e2d\u4e00\u4e2a\u8282\u70b9\u3002\u6bcf\u4e2a\u673a\u67b6\u90fd\u662f\u4e00\u4e2a\u4e0d\u540c\u7684\u8ba1\u7b97\u8282\u70b9\u3002\u8fd9\u662f\u795e\u5947\u7684\u90e8\u5206\uff1a\u8fd9\u662f\u4e2d\u7f6e\u80cc\u677f\uff0c\u80cc\u9762\u4e0d\u518d\u4f7f\u7528\u5e03\u7ebf\u7cfb\u7edf\u2014\u2014\u5e03\u7ebf\u7cfb\u7edf\u5728\u94dc<\/a>\u7f06\u80fd\u9a71\u52a8\u7684\u8ddd\u79bb\u4e0a\u6709\u5c40\u9650\u2014\u2014\u6211\u4eec\u73b0\u5728\u7528\u8fd9\u4e2a\u7cfb\u7edf\u8fde\u63a5144\u5757GPU\u3002\u8fd9\u662f\u65b0\u7684NVLink\uff0c\u4e5f\u5782\u76f4\u653e\u7f6e\uff0c\u8fde\u63a5\u5230\u4e2d\u7f6e\u80cc\u677f\u80cc\u9762\u3002\u8ba1\u7b97\u5728\u524d\u9762\uff0cNVLink\u4ea4\u6362\u673a\u5728\u540e\u9762\u3002\u4e00\u53f0\u5de8\u5927\u7684\u8ba1\u7b97\u673a\u3002\u8fd9\u5c31\u662fRubin Ultra\u3002<\/p>\n

\u53ea\u6709\u5728\u82f1\u4f1f\u8fbe\u7684\u4e3b\u9898\u6f14\u8bb2\u4e0a\uff0c\u4f60\u624d\u4f1a\u770b\u5230\u53bb\u5e74\u7684\u5e7b\u706f\u7247\u518d\u6b21\u51fa\u73b0\u3002\u56e0\u4e3a\u6211\u60f3\u8ba9\u5404\u4f4d\u77e5\u9053\uff0c\u53bb\u5e74\u6211\u544a\u8bc9\u8fc7\u4f60\u4eec\u4e00\u4ef6\u975e\u5e38\u91cd\u8981\u7684\u4e8b\uff0c\u91cd\u8981\u5230\u503c\u5f97\u518d\u8bb2\u4e00\u6b21\u3002\u8fd9\u53ef\u80fd\u662f\u672a\u6765AI\u5de5\u5382\u6700\u91cd\u8981\u7684\u56fe\u8868\u3002\u5168\u7403\u6bcf\u4e00\u4f4d\u9996\u5e2d\u6267\u884c\u5b98\u90fd\u4f1a\u8ffd\u8e2a\u5b83\uff0c\u4f1a\u6df1\u5165\u7814\u7a76\u5b83\u3002\u867d\u7136\u5b9e\u9645\u6bd4\u8fd9\u590d\u6742\u5f97\u591a\u3001\u662f\u591a\u7ef4\u7684\uff0c\u4f46\u5404\u4f4d\u4f1a\u7814\u7a76\u4f60\u4eecAI\u5de5\u5382\u7684\u541e\u5410\u91cf\u548ctoken\u901f\u5ea6\u2014\u2014\u5728\u6052\u5b9a\u529f\u8017\u4e0b\uff0c\u56e0\u4e3a\u90a3\u5c31\u662f\u4f60\u62e5\u6709\u7684\u6240\u6709\u529f\u8017\u3002\u541e\u5410\u91cf\u548ctoken\u901f\u5ea6\u5bf9\u4e8e\u4f60\u4eec\u7684\u5de5\u5382\u5c06\u6c38\u8fdc\u91cd\u8981\u3002\u8fd9\u4e2a\u5206\u6790\u4f1a\u76f4\u63a5\u53cd\u6620\u5728\u6536\u5165\u4e0a\u3002\u5404\u4f4d\u4eca\u5e74\u6240\u505a\u7684\uff0c\u4f1a\u7cbe\u786e\u5730\u51fa\u73b0\u5728\u660e\u5e74\u7684\u6536\u5165\u4e0a\u3002\u8fd9\u5f20\u56fe\u8868\u5c31\u662f\u4e00\u5207\u7684\u6838\u5fc3\u3002<\/p>\n

\u6211\u8bf4\u8fc7\uff0c\u7eb5\u8f74\u662f\u541e\u5410\u91cf\uff0c\u6a2a\u8f74\u662ftoken\u901f\u7387\u3002\u4eca\u5929\u6211\u8981\u518d\u7ed9\u5404\u4f4d\u770b\u8fd9\u4e2a\uff0c\u56e0\u4e3a\u6211\u4eec\u73b0\u5728\u80fd\u591f\u63d0\u9ad8token\u901f\u5ea6\uff0c\u56e0\u4e3a\u6a21\u578b\u5927\u5c0f\u5728\u589e\u52a0\uff0ctoken\u957f\u5ea6\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u5728\u6301\u7eed\u589e\u957f\uff0c\u53d6\u51b3\u4e8e\u4e0d\u540c\u5e94\u7528\u573a\u666f\u7684\u7ea7\u522b\uff0c\u53ef\u80fd\u4ece10\u4e07token\u7684\u8f93\u5165\u957f\u5ea6\u5230\u6570\u767e\u4e07\u3002\u8f93\u5165token\u957f\u5ea6\u5728\u589e\u957f\uff0c\u8f93\u51fatoken\u957f\u5ea6\u4e5f\u5728\u589e\u957f\u3002\u6240\u6709\u8fd9\u4e9b\u6700\u7ec8\u4f1a\u5f71\u54cd\u5230\u672a\u6765token\u7684\u5e02\u573a\u8425\u9500\u548c\u5b9a\u4ef7\u3002<\/p>\n

token\u662f\u65b0\u7684\u5546\u54c1\u3002\u50cf\u6240\u6709\u5546\u54c1\u4e00\u6837\uff0c\u4e00\u65e6\u8fbe\u5230\u8f6c\u6298\u70b9\uff0c\u4e00\u65e6\u6210\u719f\u6216\u8d8b\u4e8e\u6210\u719f\uff0c\u5b83\u5c31\u4f1a\u88ab\u5206\u5272\u6210\u4e0d\u540c\u7684\u90e8\u5206\u3002\u9ad8\u541e\u5410\u91cf\u4f4e\u901f\u5ea6\u7684\u53ef\u80fd\u7528\u4e8e\u514d\u8d39\u5c42\u7ea7\u3002\u4e0b\u4e00\u5c42\u53ef\u80fd\u662f\u4e2d\u7b49\u5c42\u7ea7\u3002\u66f4\u5927\u7684\u6a21\u578b\uff0c\u66f4\u4e0d\u7528\u8bf4\u901f\u5ea6\u66f4\u9ad8\uff0c\u8f93\u5165\u4e0a\u4e0b\u6587\u957f\u5ea6\u66f4\u5927\uff0c\u5bf9\u5e94\u7740\u4e0d\u540c\u7684\u4ef7\u683c\u70b9\u3002\u5404\u4f4d\u53ef\u4ee5\u4ece\u6240\u6709\u4e0d\u540c\u7684\u670d\u52a1\u4e2d\u770b\u5230\uff1a\u8fd9\u4e2a\u662f\u514d\u8d39\u7684\u5c42\u7ea7\uff1b\u7b2c\u4e00\u5c42\u53ef\u80fd\u662f\u6bcf\u767e\u4e07token 3\u7f8e\u5143\uff1b\u4e0b\u4e00\u5c42\u53ef\u80fd\u662f\u6bcf\u767e\u4e07token 6\u7f8e\u5143\u3002\u4f60\u5e0c\u671b\u80fd\u4e0d\u65ad\u63a8\u8fdb\u8fd9\u4e2a\u8fb9\u754c\uff0c\u56e0\u4e3a\u6a21\u578b\u8d8a\u5927\u8d8a\u667a\u80fd\uff0c\u8f93\u5165token\u4e0a\u4e0b\u6587\u957f\u5ea6\u8d8a\u957f\u8d8a\u76f8\u5173\uff0c\u901f\u5ea6\u8d8a\u9ad8\uff0c\u4f60\u80fd\u601d\u8003\u548c\u8fed\u4ee3\u7684\u65f6\u95f4\u8d8a\u957f\uff0cAI\u6a21\u578b\u5c31\u8d8a\u667a\u80fd\u3002<\/p>\n

\u6240\u4ee5\u8fd9\u662f\u5173\u4e8e\u66f4\u667a\u80fd\u7684AI\u6a21\u578b\u3002\u5f53\u4f60\u62e5\u6709\u66f4\u667a\u80fd\u7684\u6a21\u578b\u65f6\uff0c\u6bcf\u4e00\u6b21\u8fd9\u6837\u7684\u63d0\u5347\u90fd\u8ba9\u4f60\u80fd\u591f\u63d0\u4ef7\u3002\u8fd9\u4e2a\u662f45\u7f8e\u5143\u3002\u4e5f\u8bb8\u6709\u4e00\u5929\u4f1a\u6709\u4e00\u4e2a\u9ad8\u7ea7\u670d\u52a1\uff0c\u8ba9\u4f60\u4ee5\u6781\u9ad8\u7684\u901f\u5ea6\u751f\u6210token\u2014\u2014\u56e0\u4e3a\u4f60\u5904\u4e8e\u5173\u952e\u8def\u5f84\u4e0a\uff0c\u6216\u8005\u4f60\u5728\u505a\u5f88\u957f\u7684\u7814\u7a76\uff0c\u6240\u4ee5\u6bcf\u767e\u4e07token 150\u7f8e\u5143\u6839\u672c\u4e0d\u7b97\u4ec0\u4e48\u3002\u8ba9\u6211\u4eec\u6362\u7b97\u4e00\u4e0b\uff1a\u5047\u8bbe\u4f60\u4f5c\u4e3a\u4e00\u540d\u7814\u7a76\u5458\uff0c\u6bcf\u5929\u4f7f\u75285000\u4e07token\uff0c\u6309\u6bcf\u767e\u4e07150\u7f8e\u5143\u8ba1\u7b97\u3002\u4f5c\u4e3a\u4e00\u4e2a\u7814\u7a76\u56e2\u961f\uff0c\u8fd9\u6839\u672c\u4e0d\u7b97\u4ec0\u4e48\u3002\u6240\u4ee5\u6211\u4eec\u76f8\u4fe1\u8fd9\u662f\u672a\u6765\uff0c\u8fd9\u662fAI\u60f3\u8981\u53bb\u7684\u65b9\u5411\uff0c\u8fd9\u4e5f\u662f\u5b83\u4eca\u5929\u7684\u4f4d\u7f6e\u3002\u5b83\u5fc5\u987b\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u786e\u7acb\u4ef7\u503c\u548c\u5b9e\u7528\u6027\uff0c\u7136\u540e\u8d8a\u6765\u8d8a\u597d\u3002\u672a\u6765\uff0c\u5404\u4f4d\u4f1a\u770b\u5230\u5927\u591a\u6570\u670d\u52a1\u8986\u76d6\u6240\u6709\u8fd9\u4e9b\u5c42\u7ea7\u3002<\/p>\n

\u8fd9\u662fHopper\u3002\u6211\u4e5f\u5f00\u59cb\u79fb\u52a8\u4e86\u3002\u8fd9\u662f50\uff0c\u8fd9\u662f100\u3002Hopper\u770b\u8d77\u6765\u50cf\u8fd9\u6837\u3002\u4f60\u53ef\u80fd\u4f1a\u9884\u671f\u4e0b\u4e00\u4ee3\u4f1a\u66f4\u9ad8\uff0c\u4f46\u6ca1\u4eba\u9884\u6599\u5230\u4f1a\u9ad8\u8fd9\u4e48\u591a\u3002\u8fd9\u662fGrace Blackwell\u3002Grace Blackwell\u6240\u505a\u7684\uff0c\u662f\u5728\u4f60\u7684\u514d\u8d39\u5c42\u7ea7\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u541e\u5410\u91cf\u3002\u4f46\u5728\u4f60\u4e3b\u8981\u76c8\u5229\u7684\u5730\u65b9\uff0c\u5b83\u5c06\u541e\u5410\u91cf\u63d0\u9ad8\u4e8635\u500d\u3002\u8fd9\u548c\u5168\u7403\u4efb\u4f55\u516c\u53f8\u751f\u4ea7\u7684\u4efb\u4f55\u4ea7\u54c1\u6ca1\u4ec0\u4e48\u4e0d\u540c\u2014\u2014\u5c42\u7ea7\u8d8a\u9ad8\uff0c\u8d28\u91cf\u8d8a\u9ad8\uff0c\u6027\u80fd\u8d8a\u9ad8\uff0c\u4ea7\u91cf\u8d8a\u4f4e\uff0c\u5bb9\u91cf\u8d8a\u4f4e\u3002\u8fd9\u548c\u4e16\u754c\u4e0a\u5176\u4ed6\u4efb\u4f55\u4e1a\u52a1\u6ca1\u4ec0\u4e48\u4e24\u6837\u3002\u73b0\u5728\uff0c\u6211\u4eec\u80fd\u591f\u5c06\u8fd9\u4e2a\u5c42\u7ea7\u63d0\u9ad835\u500d\u3002\u6211\u4eec\u5f15\u5165\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u5c42\u7ea7\u3002\u8fd9\u5c31\u662fGrace Blackwell\u7684\u597d\u5904\u3002\u76f8\u5bf9\u4e8eHopper\u7684\u5de8\u5927\u98de\u8dc3\u3002<\/p>\n

\u597d\uff0c\u8fd9\u662fGrace Blackwell\u3002\u597d\u7684\u3002\u8ba9\u6211\u91cd\u7f6e\u4e00\u4e0b\u3002\u8fd9\u662fVera Rubin\u3002\u73b0\u5728\u60f3\u60f3\u5728\u6bcf\u4e2a\u5c42\u7ea7\u53d1\u751f\u4e86\u4ec0\u4e48\u3002\u5728\u6bcf\u4e2a\u5c42\u7ea7\uff0c\u5728\u6bcf\u4e2a\u5c42\u7ea7\uff0c\u6211\u4eec\u90fd\u63d0\u9ad8\u4e86\u541e\u5410\u91cf\u3002\u800c\u5728\u5404\u4f4d\u5e73\u5747\u552e\u4ef7\uff08ASP\uff09\u6700\u9ad8\u3001\u6700\u6709\u4ef7\u503c\u7684\u7ec6\u5206\u5e02\u573a\uff0c\u6211\u4eec\u5c06\u5176\u63d0\u9ad8\u4e8610\u500d\u3002\u8fd9\u5c31\u662f\u8270\u82e6\u5de5\u4f5c\u7684\u6210\u679c\uff0c\u8981\u5728\u90a3\u4e2a\u5c42\u7ea7\u505a\u5230\u8fd9\u4e00\u70b9\u975e\u5e38\u975e\u5e38\u56f0\u96be\u3002\u8fd9\u662fNVLink72\u7684\u597d\u5904\uff0c\u662f\u6781\u4f4e\u5ef6\u8fdf\u7684\u597d\u5904\uff0c\u662f\u6781\u81f4\u534f\u540c\u8bbe\u8ba1\u7684\u597d\u5904\uff0c\u8ba9\u6211\u4eec\u80fd\u591f\u628a\u6574\u4e2a\u533a\u57df\u5f80\u4e0a\u79fb\u3002<\/p>\n

\u90a3\u4e48\uff0c\u4ece\u5ba2\u6237\u7684\u89d2\u5ea6\u770b\uff0c\u8fd9\u6700\u7ec8\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u5047\u8bbe\u6211\u628a\u6240\u6709\u8fd9\u4e9b\u52a0\u8d77\u6765\u3002\u5047\u8bbe\u6211\u628a25%\u7684\u529f\u8017\u7528\u5728\u514d\u8d39\u5c42\u7ea7\uff0c25%\u5728\u4e2d\u7b49\u5c42\u7ea7\uff0c25%\u5728\u9ad8\u5c42\u7ea7\uff0c25%\u5728\u9ad8\u7ea7\u5c42\u7ea7\u3002\u6211\u7684\u6570\u636e\u4e2d\u5fc3\u53ea\u67091\u5409\u74e6\uff0c\u6240\u4ee5\u6211\u5fc5\u987b\u51b3\u5b9a\u5982\u4f55\u5206\u914d\u3002\u514d\u8d39\u5c42\u7ea7\u8ba9\u6211\u5438\u5f15\u66f4\u591a\u5ba2\u6237\uff0c\u8fd9\u4e2a\u8ba9\u6211\u670d\u52a1\u6700\u6709\u4ef7\u503c\u7684\u5ba2\u6237\u3002\u6240\u6709\u8fd9\u4e9b\u7684\u4e58\u79ef\uff0c\u57fa\u672c\u4e0a\u5c31\u662f\u4f60\u7684\u6536\u5165\u3002\u5728\u8fd9\u4e2a\u7b80\u5316\u7684\u4f8b\u5b50\u91cc\uff0cBlackwell\u80fd\u591f\u4ea7\u751f5\u500d\u591a\u7684\u6536\u5165\u3002Vera Rubin\u80fd\u591f\u4ea7\u751f5\u500d\u3002\u662f\u7684\u3002\u6240\u4ee5\u5982\u679c\u4f60\u662fRubin\uff0c\u4f60\u5e94\u8be5\u5c3d\u5feb\u62ff\u5230\u5b83\u2014\u2014\u56e0\u4e3a\u4f60\u7684token\u6210\u672c\u4e0b\u964d\uff0c\u541e\u5410\u91cf\u4e0a\u5347\u3002\u4f46\u6211\u4eec\u60f3\u8981\u66f4\u591a\u3002\u6211\u4eec\u60f3\u8981\u66f4\u591a\u3002<\/p>\n

\u5c31\u50cf\u6211\u544a\u8bc9\u5404\u4f4d\u7684\uff0c\u8fd9\u4e2a\u541e\u5410\u91cf\u9700\u8981\u5927\u91cf\u7684\u6d6e\u70b9\u8fd0\u7b97\uff0c\u8fd9\u4e2a\u5ef6\u8fdf\u3001\u4ea4\u4e92\u6027\u9700\u8981\u5de8\u5927\u7684\u5e26\u5bbd\u3002\u8ba1\u7b97\u673a\u4e0d\u559c\u6b22\u6781\u7aef\u7684\u6d6e\u70b9\u8fd0\u7b97\u91cf\u52a0\u6781\u7aef\u7684\u5e26\u5bbd\u91cf\uff0c\u56e0\u4e3a\u4efb\u4f55\u7cfb\u7edf\u7684\u82af\u7247\u8868\u9762\u9762\u79ef\u5c31\u90a3\u4e48\u591a\u3002\u4f18\u5316\u9ad8\u541e\u5410\u91cf\u548c\u4f18\u5316\u4f4e\u5ef6\u8fdf\u5b9e\u9645\u4e0a\u662f\u76f8\u4e92\u51b2\u7a81\u7684\u3002\u6240\u4ee5\u5f53\u6211\u4eec\u4e0eGroq\u7ed3\u5408\u65f6\uff0c\u5c31\u53d1\u751f\u4e86\u8fd9\u4e2a\u3002<\/p>\n

\u6211\u4eec\u6536\u8d2d<\/a>\u4e86\u5f00\u53d1Groq\u82af\u7247\u7684\u56e2\u961f\uff0c\u6388\u6743\u4e86\u6280\u672f\uff0c\u73b0\u5728\u4e00\u76f4\u5728\u5408\u4f5c\u96c6\u6210\u8fd9\u4e2a\u7cfb\u7edf\u3002\u8fd9\u5c31\u662f\u5b83\u770b\u8d77\u6765\u7684\u6837\u5b50\u3002\u5728\u6700\u6709\u4ef7\u503c\u7684\u5c42\u7ea7\uff0c\u6211\u4eec\u73b0\u5728\u8981\u628a\u6027\u80fd\u518d\u63d0\u9ad835\u500d\u3002<\/p>\n

\u8fd9\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u56fe\u8868\u5411\u5404\u4f4d\u63ed\u793a\u4e86\u4e3a\u4ec0\u4e48\u82f1\u4f1f\u8fbe\u5728\u7edd\u5927\u591a\u6570\u5de5\u4f5c\u8d1f\u8f7d\u4e2d\u5982\u6b64\u5f3a\u5927\u3002\u539f\u56e0\u662f\u5728\u8fd9\u4e2a\u533a\u57df\uff0c\u541e\u5410\u91cf\u592a\u91cd\u8981\u4e86\u3002NVLink72\u5982\u6b64\u5177\u6709\u53d8\u9769\u6027\uff0c\u5b83\u6b63\u662f\u5408\u9002\u7684\u67b6\u6784\uff0c\u5373\u4f7f\u4f60\u52a0\u5165Groq\u4e5f\u5f88\u96be\u88ab\u8d85\u8d8a\u3002\u4f46\u5982\u679c\u4f60\u628a\u8fd9\u4e2a\u56fe\u8868\u4e00\u76f4\u5ef6\u4f38\u5230\u8fd9\u513f\u2014\u2014\u4f60\u8bf4\u4f60\u60f3\u8981\u7684\u670d\u52a1\u4e0d\u662f400\u4e2atoken\u6bcf\u79d2\uff0c\u800c\u662f\u4e00\u5343\u4e2atoken\u6bcf\u79d2\u2014\u2014\u7a81\u7136\u95f4NVLink72\u5c31\u529b\u4e0d\u4ece\u5fc3\u4e86\uff0c\u5b83\u6839\u672c\u65e0\u6cd5\u8fbe\u5230\u3002\u6211\u4eec\u5c31\u662f\u6ca1\u6709\u8db3\u591f\u7684\u5e26\u5bbd\u3002\u6240\u4ee5\u8fd9\u5c31\u662fGroq\u53d1\u6325\u4f5c\u7528\u7684\u5730\u65b9\u3002\u5b83\u5ef6\u4f38\u5230\u4e86NVLink72\u80fd\u529b\u6781\u9650\u4e4b\u5916\u7684\u5730\u65b9\u3002<\/p>\n

\u5982\u679c\u4f60\u8981\u90a3\u4e48\u505a\uff0c\u76f8\u5bf9\u4e8eBlackwell\uff0cVera Rubin\u7684\u8425\u6536\u5c06\u662f5\u500d\u3002\u5982\u679c\u4f60\u5927\u90e8\u5206\u5de5\u4f5c\u8d1f\u8f7d\u662f\u9ad8\u541e\u5410\u91cf\u7684\uff0c\u6211\u4f1a\u575a\u6301\u7528100%\u7684Vera Rubin\u3002\u5982\u679c\u4f60\u5f88\u591a\u5de5\u4f5c\u8d1f\u8f7d\u60f3\u8981\u8fdb\u884c\u7f16\u7801\u548c\u9ad8\u4ef7\u503c\u7684\u5de5\u7a0btoken\u751f\u6210\uff0c\u6211\u4f1a\u52a0\u5165Groq\u3002\u6211\u53ef\u80fd\u4f1a\u628a\u6211\u6574\u4e2a\u6570\u636e\u4e2d\u5fc3\u7684\u5927\u698225%\u52a0\u5165Groq\uff0c\u5269\u4e0b\u7684\u5168\u662fVera Rubin\u3002\u8fd9\u8ba9\u4f60\u5927\u81f4\u4e86\u89e3\uff0c\u5982\u4f55\u628aGroq\u52a0\u5230Vera Rubin\u4e0a\uff0c\u8fdb\u4e00\u6b65\u6269\u5c55\u5b83\u7684\u6027\u80fd\u548c\u4ef7\u503c\u3002Groq\u4e4b\u6240\u4ee5\u5bf9\u6211\u6709\u5438\u5f15\u529b\uff0c\u662f\u56e0\u4e3a\u4ed6\u4eec\u7684\u8ba1\u7b97\u7cfb\u7edf\u662f\u4e00\u4e2a\u786e\u5b9a\u6027\u7684\u6570\u636e\u6d41\u5904\u7406\u5668\uff0c\u9759\u6001\u7f16\u8bd1\uff0c\u7531\u7f16\u8bd1\u5668\u8c03\u5ea6\u2014\u2014\u610f\u601d\u662f\u7f16\u8bd1\u5668\u8ba1\u7b97\u51fa\u4f55\u65f6\u8fdb\u884c\u8ba1\u7b97\uff0c\u8ba1\u7b97\u548c\u6570\u636e\u540c\u65f6\u5230\u8fbe\u3002\u6240\u6709\u90fd\u662f\u9759\u6001\u9884\u5148\u5b8c\u6210\uff0c\u5b8c\u5168\u7531\u8f6f\u4ef6\u8c03\u5ea6\uff0c\u6ca1\u6709\u52a8\u6001\u8c03\u5ea6\u3002\u8fd9\u4e2a\u67b6\u6784\u8bbe\u8ba1\u6709\u6d77\u91cfSRAM\uff0c\u5c31\u662f\u4e3a\u4e86\u63a8\u7406\u800c\u8bbe\u8ba1\uff0c\u5c31\u8fd9\u4e00\u4e2a\u5de5\u4f5c\u8d1f\u8f7d\u3002\u800c\u8fd9\u4e2a\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u4e8b\u5b9e\u8bc1\u660e\uff0c\u6b63\u662fAI\u5de5\u5382\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002\u968f\u7740\u4e16\u754c\u6301\u7eed\u589e\u52a0\u5b83\u60f3\u8981\u751f\u6210\u7684\u9ad8\u901ftoken\u6570\u91cf\u3001\u8d85\u667a\u80fdtoken\u6570\u91cf\uff0c\u8fd9\u79cd\u96c6\u6210\u7684\u4ef7\u503c\u4f1a\u8d8a\u6765\u8d8a\u9ad8\u3002<\/p>\n

\u8fd9\u662f\u4e24\u4e2a\u6781\u7aef\u7684\u5904\u7406\u5668\u3002\u4f60\u53ef\u4ee5\u770b\u5230\uff0c\u4e00\u5757\u82af\u7247500\u5146\u5b57\u8282SRAM\uff0c\u4e00\u5757Rubin\u82af\u7247288GB\u3002\u9700\u8981\u5f88\u591a\u5757Groq\u82af\u7247\u624d\u80fd\u5bb9\u7eb3Rubin\u7684\u53c2\u6570\u5927\u5c0f\uff0c\u4ee5\u53ca\u6240\u6709\u5fc5\u987b\u4f34\u968f\u7684KV\u7f13\u5b58\u4e0a\u4e0b\u6587\u3002\u8fd9\u9650\u5236\u4e86Groq\u771f\u6b63\u89e6\u53ca\u4e3b\u6d41\u3001\u771f\u6b63\u8d77\u98de\u7684\u80fd\u529b\u2014\u2014\u76f4\u5230\u6211\u4eec\u6709\u4e00\u4e2a\u597d\u4e3b\u610f\uff1a\u5982\u679c\u6211\u4eec\u7528\u4e00\u4e2a\u53ebDynamo\u7684\u8f6f\u4ef6\u628a\u63a8\u7406\u5b8c\u5168\u5206\u89e3\u5f00\u6765\u5462\uff1f\u5982\u679c\u6211\u4eec\u91cd\u65b0\u67b6\u6784\u63a8\u7406\u5728\u6d41\u6c34\u7ebf\u4e2d\u7684\u5b8c\u6210\u65b9\u5f0f\u5462\uff1f\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u628a\u975e\u5e38\u9002\u5408Vera Rubin\u7684\u5de5\u4f5c\u653e\u4e0a\u53bb\uff0c\u7136\u540e\u628a\u89e3\u7801\u751f\u6210\u2014\u2014\u8fd9\u4e2a\u4f4e\u5ef6\u8fdf\u3001\u5e26\u5bbd\u53d7\u9650\u3001\u5145\u6ee1\u6311\u6218\u7684\u5de5\u4f5c\u8d1f\u8f7d\u90e8\u5206\u2014\u2014\u5378\u8f7d\u7ed9Groq\u3002<\/p>\n

\u6240\u4ee5\u6211\u4eec\u8054\u5408\u3001\u7edf\u4e00\u4e86\u4e24\u4e2a\u5dee\u5f02\u6781\u5927\u7684\u5904\u7406\u5668\uff0c\u4e00\u4e2a\u7528\u4e8e\u9ad8\u541e\u5410\u91cf\uff0c\u4e00\u4e2a\u7528\u4e8e\u4f4e\u5ef6\u8fdf\u3002\u8fd9\u4ecd\u7136\u6539\u53d8\u4e0d\u4e86\u6211\u4eec\u9700\u8981\u5927\u91cf\u5185\u5b58\u7684\u4e8b\u5b9e\u3002\u6240\u4ee5\u6211\u4eec\u53ea\u662f\u8981\u52a0\u5165\u4e00\u5927\u6279Groq\u82af\u7247\uff0c\u6269\u5c55\u5b83\u62e5\u6709\u7684\u5185\u5b58\u91cf\u3002\u4f60\u53ef\u4ee5\u60f3\u8c61\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u4e07\u4ebf\u53c2\u6570\u7684\u6a21\u578b\uff0c\u6211\u4eec\u5fc5\u987b\u628a\u6240\u6709\u8fd9\u4e9b\u5b58\u653e\u5728Groq\u82af\u7247\u91cc\u3002\u4f46\u5b83\u7d27\u6328\u7740\u82f1\u4f1f\u8fbeVera Rubin\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u90a3\u91cc\u4fdd\u5b58\u5904\u7406\u6240\u6709\u667a\u80fd\u4f53AI\u7cfb\u7edf\u6240\u9700\u7684\u6d77\u91cfKV\u7f13\u5b58\u3002\u8fd9\u57fa\u4e8e\u5206\u89e3\u63a8\u7406\u7684\u60f3\u6cd5\u3002\u6211\u4eec\u505a\u9884\u586b\u5145\uff0c\u90a3\u662f\u5bb9\u6613\u7684\u90e8\u5206\u3002\u4f46\u6211\u4eec\u7d27\u5bc6\u96c6\u6210\u4e86\u89e3\u7801\uff0c\u89e3\u7801\u7684\u6ce8\u610f\u529b\u90e8\u5206\u5728\u82f1\u4f1f\u8fbe\u7684Vera Rubin\u4e0a\u5b8c\u6210\u2014\u2014\u90a3\u9700\u8981\u5927\u91cf\u6570\u5b66\u8fd0\u7b97\u2014\u2014\u800c\u89e3\u7801\u7684\u524d\u9988\u7f51\u7edc\u90e8\u5206\u3001token\u751f\u6210\u90e8\u5206\uff0c\u5728Groq\u4e0a\u5b8c\u6210\u3002\u8fd9\u4e24\u8005\u901a\u8fc7\u4ee5\u592a\u7f51\u7d27\u5bc6\u8026\u5408\u5de5\u4f5c\uff0c\u91c7\u7528\u7279\u6b8a\u6a21\u5f0f\u5c06\u5176\u5ef6\u8fdf\u51cf\u5c11\u4e86\u5927\u7ea6\u4e00\u534a\u3002\u8fd9\u79cd\u80fd\u529b\u8ba9\u6211\u4eec\u80fd\u591f\u96c6\u6210\u8fd9\u4e24\u4e2a\u7cfb\u7edf\u3002\u6211\u4eec\u5728\u5176\u4e0a\u8fd0\u884cDynamo\uff0c\u8fd9\u4e2a\u9762\u5411AI\u5de5\u5382\u7684\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u64cd\u4f5c\u7cfb\u7edf\u3002\u4f60\u5f97\u523035\u500d\u7684\u63d0\u5347\u300235\u500d\u7684\u63d0\u5347\u3002\u66f4\u4e0d\u7528\u8bf4\u7528\u4e8etoken\u751f\u6210\u7684\u3001\u5168\u7403\u4ece\u672a\u89c1\u8fc7\u7684\u65b0\u7684\u63a8\u7406\u6027\u80fd\u5c42\u7ea7\u4e86\u3002\u6240\u4ee5\uff0c\u8fd9\u5c31\u662f\u5305\u542bGroq\u7684Vera Rubin\u7cfb\u7edf\u3002<\/p>\n

\u6211\u8981\u611f\u8c22\u4e09\u661f\u4e3a\u6211\u4eec\u5236\u9020GroqLP30\u82af\u7247\uff0c\u4ed6\u4eec\u6b63\u5728\u5168\u529b\u4ee5\u8d74\u5730\u751f\u4ea7\u3002\u6211\u975e\u5e38\u611f\u8c22\u3002\u6211\u4eec\u5728\u91cf\u4ea7Groq\u82af\u7247\uff0c\u6211\u4eec\u5c06\u5728\u4e0b\u534a\u5e74\u51fa\u8d27\uff0c\u5927\u6982\u5728\u7b2c\u4e09\u5b63\u5ea6\u3002<\/p>\n

GroqLPX\uff0cVera Rubin\u3002\u4f60\u77e5\u9053\uff0c\u5f88\u96be\u60f3\u8c61\u8fd8\u80fd\u6709\u66f4\u591a\u5ba2\u6237\u4e86\u3002\u771f\u6b63\u8ba9\u4eba\u6b23\u6170\u7684\u662f\uff0c\u867d\u7136Grace Blackwell\u65e9\u671f\u6837\u54c1\u56e0\u4e3aNVLink72\u7684\u7ed3\u5408\u800c\u975e\u5e38\u590d\u6742\uff0c\u4f46Vera Rubin\u7684\u91c7\u6837\u8fdb\u5c55\u975e\u5e38\u987a\u5229\u3002\u4e8b\u5b9e\u4e0a\uff0cSatya\u5df2\u7ecf\u53d1\u77ed\u4fe1\u544a\u8bc9\u6211\uff0c\u7b2c\u4e00\u4e2aVera Rubin\u673a\u67b6\u5df2\u7ecf\u5728Microsoft Azure\u4e0a\u8fd0\u884c\u8d77\u6765\u4e86\u3002\u6211\u4e3a\u4ed6\u4eec\u611f\u5230\u975e\u5e38\u5174\u594b\u3002\u6211\u4eec\u53ea\u9700\u8981\u7ee7\u7eed\u5168\u529b\u751f\u4ea7\u8fd9\u4e9b\u4e1c\u897f\u3002\u6211\u4eec\u73b0\u5728\u5df2\u7ecf\u5efa\u7acb\u4e86\u4e00\u4e2a\u4f9b\u5e94\u94fe\uff0c\u6bcf\u5468\u80fd\u591f\u751f\u4ea7\u6570\u5343\u5957\u8fd9\u6837\u7684\u7cfb\u7edf\uff0c\u57fa\u672c\u4e0a\u6bcf\u4e2a\u6708\u80fd\u5728\u6211\u4eec\u7684\u4f9b\u5e94\u94fe\u5185\u4ea7\u51fa\u6570\u5409\u74e6\u7684AI\u5de5\u5382\u3002\u6240\u4ee5\u6211\u4eec\u5c06\u5168\u529b\u751f\u4ea7Vera Rubin\u673a\u67b6\uff0c\u540c\u65f6\u4e5f\u5168\u529b\u751f\u4ea7GB300\u673a\u67b6\u3002\u6211\u4eec\u6b63\u5728\u5168\u9762\u91cf\u4ea7\u3002<\/p>\n

VeraCPU\u975e\u5e38\u6210\u529f\u3002\u539f\u56e0\u662fAI\u9700\u8981CPU\u6765\u4f7f\u7528\u5de5\u5177\uff0c\u800cVeraCPU\u6b63\u662f\u4e3a\u8fd9\u4e2a\u6700\u4f73\u4f4d\u7f6e\u8bbe\u8ba1\u7684\u3002\u5bf9\u4e8e\u4e0b\u4e00\u4ee3\u6570\u636e\u5904\u7406\uff0cVeraCPU\u662f\u7406\u60f3\u7684\u3002VeraCPU\u52a0\u4e0aBlueField-4\u53caCX9\u8fde\u63a5\u5230BlueField-4 STX\uff0c\u767e\u5206\u4e4b\u767e\u7684\u5168\u7403\u5b58\u50a8\u884c\u4e1a\u90fd\u548c\u6211\u4eec\u4e00\u8d77\u91c7\u7528\u8fd9\u4e2a\u7cfb\u7edf\u3002\u539f\u56e0\u5728\u4e8e\u4ed6\u4eec\u770b\u5230\u4e86\u540c\u6837\u7684\u4e8b\u60c5\uff1a\u5b58\u50a8\u7cfb\u7edf\u5c06\u88ab\u731b\u70c8\u51b2\u51fb\u3002\u8fc7\u53bb\u662f\u4eba\u7c7b\u5728\u4f7f\u7528\u5b58\u50a8\u7cfb\u7edf\uff0c\u662f\u4eba\u7c7b\u5728\u4f7f\u7528SQL\u3002\u73b0\u5728\u5c06\u662fAI\u5728\u4f7f\u7528\u8fd9\u4e9b\u5b58\u50a8\u7cfb\u7edf\uff0c\u5b83\u5c06\u5b58\u50a8cuDF\u52a0\u901f\u5b58\u50a8\u3001cuVS\u52a0\u901f\u5b58\u50a8\uff0c\u8fd8\u6709\u975e\u5e38\u91cd\u8981\u7684KV\u7f13\u5b58\u3002<\/p>\n

\u597d\u7684\u3002\u6240\u4ee5\u8fd9\u5c31\u662fVera Rubin\u7cfb\u7edf\u3002<\/p>\n

\u73b0\u5728\uff0c\u771f\u6b63\u795e\u5947\u7684\u662f\u8fd9\u4e2a\uff1a\u5728\u4ec5\u4ec5\u4e24\u5e74\u65f6\u95f4\u91cc\uff0c\u5728\u4e00\u4e2a1\u5409\u74e6\u7684\u5de5\u5382\u91cc\uff0c\u7528\u6211\u4e4b\u524d\u7ed9\u5404\u4f4d\u7684\u6570\u5b66\u8ba1\u7b97\uff0c\u6469\u5c14\u5b9a\u5f8b\u4e5f\u8bb8\u80fd\u7ed9\u6211\u4eec\u51e0\u4e2a\u6b65\u9aa4\u7684\u63d0\u5347\u2014\u2014\u53ef\u80fd\u4f1a\u628a\u6676\u4f53\u7ba1\u6570\u91cf\u4e58\u4ee5\u67d0\u4e2a\u56e0\u5b50\uff0c\u628a\u6d6e\u70b9\u8fd0\u7b97\u91cf\u4e58\u4ee5\u67d0\u4e2a\u56e0\u5b50\uff0c\u628a\u5e26\u5bbd\u91cf\u4e58\u4ee5\u67d0\u4e2a\u56e0\u5b50\u3002\u4f46\u6709\u4e86\u8fd9\u4e2a\u67b6\u6784\uff0c\u6211\u4eec\u628atoken\u751f\u6210\u901f\u7387\u4ece\u6bcf\u79d2200\u4e07\u63d0\u9ad8\u52307\u4ebf\uff0c\u63d0\u5347\u4e86350\u500d\u3002\u8fd9\u5c31\u662f\u6781\u81f4\u534f\u540c\u8bbe\u8ba1\uff08\u7684\u529b\u91cf\u3002\u8fd9\u5c31\u662f\u6211\u6240\u8bf4\u7684\uff1a\u6211\u4eec\u5782\u76f4\u6574\u5408\u548c\u4f18\u5316\uff0c\u7136\u540e\u6c34\u5e73\u5f00\u653e\uff0c\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u4eab\u53d7\u3002<\/p>\n

\u8fd9\u662f\u6211\u4eec\u7684\u8def\u7ebf\u56fe\u3002\u5f88\u5feb\u8bf4\u4e00\u4e0b\uff0cBlackwell\u5728\u8fd9\u91cc\uff0cOberon\u7cfb\u7edf\u3002\u5bf9\u4e8eRubin\uff0c\u6211\u4eec\u6709Oberon\u7cfb\u7edf\u3002\u6211\u4eec\u603b\u662f\u5411\u540e\u517c\u5bb9\u2014\u2014\u6240\u4ee5\u5982\u679c\u4f60\u4e0d\u60f3\u6539\u53d8\u4efb\u4f55\u4e1c\u897f\uff0c\u53ea\u60f3\u968f\u7740\u65b0\u67b6\u6784\u524d\u8fdb\uff0c\u4f60\u53ef\u4ee5\u3002\u65e7\u7684\u6807\u51c6\u673a\u67b6\u7cfb\u7edfOberon\u4ecd\u7136\u53ef\u7528\u3002Oberon\u662f\u94dc\u7f06\u7eb5\u5411\u6269\u5c55\u3002\u4f7f\u7528Oberon\uff0c\u6211\u4eec\u4e5f\u53ef\u4ee5\u4f7f\u7528\u5149\u5b66\u6a2a\u5411\u6269\u5c55\u2014\u2014\u62b1\u6b49\uff0c\u662f\u5149\u5b66\u7eb5\u5411\u6269\u5c55\u5230NVLink576\u3002\u6700\u8fd1\u6709\u5f88\u591a\u8ba8\u8bba\u8bf4\u82f1\u4f1f\u8fbe\u662f\u8981\u7528\u94dc\u7f06\u7eb5\u5411\u6269\u5c55\u8fd8\u662f\u5149\u5b66\u7eb5\u5411\u6269\u5c55\u3002\u6211\u4eec\u4e24\u8005\u90fd\u8981\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u5c06\u7528Kyber\u5b9e\u73b0NVLink144\uff0c\u7528Oberon\u5b9e\u73b0NVLink72\u52a0\u5149\u5b66\u6269\u5c55\u5230NVLink576\u3002<\/p>\n

\u4e0b\u4e00\u4ee3Rubin\uff0cRubin Ultra\u3002\u6211\u4eec\u6709Rubin Ultra\u82af\u7247\uff0c\u5373\u5c06\u6d41\u7247\u56de\u6765\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u5168\u65b0\u7684\u82af\u7247LP35\u3002LP35\u5c06\u9996\u6b21\u6574\u5408\u82f1\u4f1f\u8fbe\u7684NVFP4\u8ba1\u7b97\u7ed3\u6784\uff0c\u518d\u7ed9\u4f60\u51e0\u4e2a\u500d\u7684\u52a0\u901f\u3002\u8fd9\u5c31\u662fOberonNVLink72\u5149\u5b66\u7eb5\u5411\u6269\u5c55\uff0c\u5b83\u4f7f\u7528Spectrum-6\uff0c\u5168\u7403\u7b2c\u4e00\u6b3e\u5171\u5c01\u88c5\u5149\u5b66\u4ea4\u6362\u673a\uff0c\u6240\u6709\u8fd9\u4e9b\u90fd\u5728\u91cf\u4ea7\u4e2d\u3002<\/p>\n

\u4ece\u8fd9\u91cc\u5f00\u59cb\u7684\u4e0b\u4e00\u4ee3\u662fFeynman\u3002Feynman\u5f53\u7136\u6709\u4e00\u4e2a\u65b0GPU\uff0c\u4e5f\u6709\u4e00\u4e2a\u65b0LPU\uff0cLP40\u3002\u5de8\u5927\u7684\u8fdb\u6b65\uff0c\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u65b0\u6280\u672f\u3002\u73b0\u5728\uff0c\u8054\u5408\u82f1\u4f1f\u8fbe\u7684\u89c4\u6a21\u548cGroq\u56e2\u961f\u5171\u540c\u6253\u9020LP40\u3002\u8fd9\u5c06\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002\u4e00\u4e2a\u5168\u65b0\u7684CPU\u53ebRosa\u2014\u2014Rosalind\u7684\u7f29\u5199\u3002BlueField-5\uff0c\u8fde\u63a5\u4e0b\u4e00\u6b3eCPU\u548c\u4e0b\u4e00\u6b3eSuperNICCX10\u3002\u6211\u4eec\u5c06\u6709Kyber\uff0c\u4e5f\u5c31\u662f\u94dc\u7f06\u7eb5\u5411\u6269\u5c55\u3002\u6211\u4eec\u4e5f\u5c06\u6709Kyber CPO\u7eb5\u5411\u6269\u5c55\u2014\u2014\u6211\u4eec\u5c06\u9996\u6b21\u540c\u65f6\u7528\u94dc\u7f06\u548c\u5171\u5c01\u88c5\u5149\u5b66\u8fdb\u884c\u7eb5\u5411\u6269\u5c55\u3002\u5f88\u591a\u4eba\u4e00\u76f4\u5728\u95ee\uff1aJensen\uff0c\u94dc\u7f06\u8fd8\u4f1a\u91cd\u8981\u5417\uff1f\u7b54\u6848\u662f\u80af\u5b9a\u7684\u3002Jensen\uff0c\u4f60\u4eec\u8981\u8fdb\u884c\u5149\u5b66\u7eb5\u5411\u6269\u5c55\u5417\uff1f\u662f\u7684\u3002\u8981\u8fdb\u884c\u5149\u5b66\u6a2a\u5411\u6269\u5c55\u5417\uff1f\u662f\u7684\u3002\u6240\u4ee5\uff0c\u5bf9\u4e8e\u751f\u6001\u7cfb\u7edf\u4e2d\u7684\u6bcf\u4e2a\u4eba\uff0c\u6211\u4eec\u9700\u8981\u66f4\u591a\u4ea7\u80fd\uff0c\u8fd9\u662f\u5173\u952e\u3002\u6211\u4eec\u9700\u8981\u66f4\u591a\u94dc\u7f06\u4ea7\u80fd\uff0c\u66f4\u591a\u5149\u5b66\u4ea7\u80fd\uff0c\u66f4\u591aCPO\u4ea7\u80fd\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u4e00\u76f4\u4e0e\u5404\u4f4d\u6240\u6709\u4eba\u5408\u4f5c\uff0c\u4e3a\u8fd9\u79cd\u7ea7\u522b\u7684\u589e\u957f\u6253\u4e0b\u57fa\u7840\u3002Feynman\u5c06\u62e5\u6709\u6240\u6709\u8fd9\u4e9b\u3002\u8ba9\u6211\u770b\u770b\u6709\u6ca1\u6709\u6f0f\u6389\u4ec0\u4e48\u3002\u5c31\u8fd9\u4e9b\u3002\u6bcf\u5e74\u90fd\u662f\u5168\u65b0\u7684\u67b6\u6784\u3002<\/p>\n

06\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe<\/b><\/p>\n

AI\u5de5\u5382\u6570\u5b57\u5b6a\u751f\u4e0e\u592a\u7a7a\u8ba1\u7b97<\/b><\/p>\n

\u5f88\u5feb\u5730\u8bf4\uff0c\u82f1\u4f1f\u8fbe\u4ece\u4e00\u5bb6\u82af\u7247\u516c\u53f8\u53d8\u6210\u4e86\u4e00\u5bb6AI\u5de5\u5382\u516c\u53f8\uff0c\u6216\u8005\u8bf4AI\u57fa\u7840\u8bbe\u65bd\u516c\u53f8\uff0cAI\u8ba1\u7b97\u516c\u53f8\u3002\u8fd9\u4e9b\u7cfb\u7edf\uff0c\u73b0\u5728\u6211\u4eec\u6b63\u5728\u6784\u5efa\u6574\u4e2aAI\u5de5\u5382\u3002\u5728\u8fd9\u4e9bAI\u5de5\u5382\u91cc\uff0c\u6709\u592a\u591a\u7535\u529b\u88ab\u6325\u970d\u4e86\u3002\u6211\u4eec\u8981\u786e\u4fdd\u8fd9\u4e9bAI\u5de5\u5382\u4ee5\u6700\u4f18\u7684\u65b9\u5f0f\u7ec4\u5408\u5728\u4e00\u8d77\u3002\u8fd9\u4e9b\u7ec4\u4ef6\u5927\u591a\u6570\u4e4b\u524d\u4ece\u672a\u89c1\u8fc7\u9762\u3002\u5927\u591a\u6570\u6280\u672f\u4f9b\u5e94\u5546\u2014\u2014\u6211\u4eec\u73b0\u5728\u90fd\u4e92\u76f8\u8ba4\u8bc6\uff0c\u4f46\u5728\u8fc7\u53bb\uff0c\u6211\u4eec\u5728\u6570\u636e\u4e2d\u5fc3\u4e4b\u524d\u4ece\u672a\u89c1\u8fc7\u9762\u3002\u90a3\u4e0d\u80fd\u518d\u53d1\u751f\u4e86\u3002\u6211\u4eec\u5728\u6784\u5efa\u6781\u5176\u590d\u6742\u7684\u7cfb\u7edf\uff0c\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5728\u5176\u4ed6\u5730\u65b9\u865a\u62df\u5730\u89c1\u9762\u3002<\/p>\n

\u6240\u4ee5\u6211\u4eec\u521b\u5efa\u4e86Omniverse\u548cOmniverse DSX\u4e16\u754c\u2014\u2014\u4e00\u4e2a\u5e73\u53f0\uff0c\u8ba9\u6211\u4eec\u6240\u6709\u4eba\u53ef\u4ee5\u865a\u62df\u5730\u89c1\u9762\u548c\u8bbe\u8ba1\u8fd9\u4e9b\u5343\u5146\u74e6\u7ea7\u7684\u5de5\u5382\uff0c\u8fd9\u4e9b\u5343\u5146\u74e6\u7684AI\u5de5\u5382\u3002\u6211\u4eec\u6709\u673a\u67b6\u7684\u4eff\u771f\u7cfb\u7edf\uff0c\u7528\u4e8e\u673a\u68b0\u3001\u70ed\u3001\u7535\u6c14\u3001\u7f51\u7edc\u3002\u8fd9\u4e9b\u4eff\u771f\u7cfb\u7edf\u96c6\u6210\u5230\u6211\u4eec\u6240\u6709\u751f\u6001\u7cfb\u7edf\u5408\u4f5c\u4f19\u4f34\u7684\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u5de5\u5177\u516c\u53f8\u4e2d\u3002\u6211\u4eec\u8fd8\u8fde\u63a5\u5230\u7535\u7f51\uff0c\u8fd9\u6837\u6211\u4eec\u53ef\u4ee5\u76f8\u4e92\u4ea4\u4e92\uff0c\u53d1\u9001\u4fe1\u606f\uff0c\u4ee5\u4fbf\u76f8\u5e94\u5730\u8c03\u6574\u7535\u7f51\u7535\u529b\u548c\u6570\u636e\u4e2d\u5fc3\u7535\u529b\uff0c\u8282\u7701\u80fd\u6e90<\/a>\u3002\u7136\u540e\u5728\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\uff0c\u4f7f\u7528Max-Q\uff0c\u6211\u4eec\u53ef\u4ee5\u8de8\u529f\u8017\u548c\u51b7\u5374\u4ee5\u53ca\u6211\u4eec\u5171\u540c\u5f00\u53d1\u7684\u6240\u6709\u4e0d\u540c\u6280\u672f\u52a8\u6001\u8c03\u6574\u7cfb\u7edf\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u4e0d\u4f1a\u6325\u970d\u4efb\u4f55\u7535\u529b\uff0c\u4ee5\u6700\u4f18\u7684\u901f\u7387\u8fd0\u884c\uff0c\u4ea4\u4ed8\u5de8\u5927\u7684token\u541e\u5410\u91cf\u3002\u6211\u6beb\u4e0d\u6000\u7591\u8fd9\u91cc\u9762\u6709\u4e00\u4e2a2\u500d\u7684\u63d0\u5347\u7a7a\u95f4\u2014\u2014\u800c\u5728\u6211\u4eec\u8c08\u8bba\u7684\u8fd9\u79cd\u89c4\u6a21\u4e0b\uff0c2\u500d\u7684\u63d0\u5347\u662f\u5de8\u5927\u7684\u3002<\/p>\n

\u6211\u4eec\u79f0\u4e4b\u4e3aNVIDIADSX\u5e73\u53f0\u3002\u5c31\u50cf\u6211\u4eec\u6240\u6709\u7684\u5e73\u53f0\u4e00\u6837\uff0c\u6709\u786c\u4ef6\u5c42\uff0c\u6709\u8f6f\u4ef6\u5e93\u5c42\uff0c\u6709\u751f\u6001\u7cfb\u7edf\u5c42\u3002\u5b8c\u5168\u4e00\u6837\u7684\u65b9\u5f0f\u3002\u6211\u4eec\u5c55\u793a\u4e00\u4e0b\u3002<\/p>\n

\u5386\u53f2\u4e0a\u6700\u5927\u7684\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u6b63\u5728\u8fdb\u884c\u4e2d\u3002\u4e16\u754c\u5728\u7ade\u76f8\u5efa\u9020\u82af\u7247\u3001\u7cfb\u7edf\u548cAI\u5de5\u5382\u3002\u6bcf\u5ef6\u8fdf\u4e00\u4e2a\u6708\uff0c\u5c31\u610f\u5473\u7740\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u6536\u5165\u635f\u5931\u3002AI\u5de5\u5382\u7684\u6536\u5165\u7b49\u4e8e\u6bcf\u74e6\u7279token\u6570\u3002\u6240\u4ee5\u5728\u529f\u8017\u9650\u5236\u4e0b\uff0c\u6bcf\u4e00\u4e2a\u672a\u4f7f\u7528\u7684\u74e6\u7279\u90fd\u662f\u635f\u5931\u7684\u6536\u5165\u3002<\/p>\n

NVIDIADSX\u662f\u4e00\u4e2aOmniverse\u6570\u5b57\u5b6a\u751f\u84dd\u56fe\uff0c\u7528\u4e8e\u8bbe\u8ba1\u548c\u8fd0\u8425AI\u5de5\u5382\uff0c\u4ee5\u5b9e\u73b0\u6700\u5927\u7684token\u541e\u5410\u91cf\u3001\u97e7\u6027\u548c\u80fd\u6548\u3002\u5f00\u53d1\u8005\u901a\u8fc7\u51e0\u4e2aAPI\uff08\u5e94\u7528\u7a0b\u5e8f\u7f16\u7a0b\u63a5\u53e3\uff09\u8fde\u63a5\u3002DSX SIM\u7528\u4e8e\u7269\u7406\u3001\u7535\u6c14\u3001\u70ed\u548c\u7f51\u7edc\u4eff\u771f\u3002DSX Exchange\u7528\u4e8eAI\u5de5\u5382\u8fd0\u8425\u6570\u636e<\/a>\u3002DSX Flex\u7528\u4e8e\u7535\u7f51\u4e4b\u95f4\u7684\u5b89\u5168\u52a8\u6001\u529f\u8017\u7ba1\u7406\u3002DSX Max-Q\u7528\u4e8e\u52a8\u6001\u6700\u5927\u5316token\u541e\u5410\u91cf\u3002<\/p>\n

\u5b83\u4eceNVIDIA\u548c\u8bbe\u5907\u5236\u9020\u5546\u63d0\u4f9b\u7684\u3001\u7531PTC Windchill PLM\u7ba1\u7406\u7684SIM\u5c31\u7eea\u8d44\u4ea7\u5f00\u59cb\u3002\u7136\u540e\u57fa\u4e8e\u6a21\u578b\u7684\u7cfb\u7edf\u5de5\u7a0b\u5728DassaultSyst\u00e8mes3DEXPERIENCE\u4e2d\u5b8c\u6210\u3002Jacobs\u628a\u6570\u636e\u5e26\u8fdb\u4ed6\u4eec\u5b9a\u5236\u7684Omniverse\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u5b8c\u6210\u8bbe\u8ba1\u3002\u5b83\u4f7f\u7528\u9886\u5148\u7684\u4eff\u771f\u5de5\u5177\u8fdb\u884c\u6d4b\u8bd5\uff0c\u5982Siemens\u7684Star-CCM+\u7528\u4e8e\u5916\u90e8\u70ed\u4eff\u771f\uff0cCadence Reality\u7528\u4e8e\u5185\u90e8\u70ed\u4eff\u771f\uff0cEAP\u7528\u4e8e\u7535\u6c14\u4eff\u771f\uff0c\u4ee5\u53caNVIDIA\u7684\u7f51\u7edc\u4eff\u771f\u5668DSX Air\u3002\u5e76\u901a\u8fc7Procore\u8fdb\u884c\u865a\u62df\u8c03\u8bd5\uff0c\u4ee5\u786e\u4fdd\u52a0\u901f\u5efa\u8bbe\u65f6\u95f4\u3002<\/p>\n

\u5f53\u7ad9\u70b9\u6295\u5165\u8fd0\u884c\u65f6\uff0c\u6570\u5b57\u5b6a\u751f\u53d8\u6210\u64cd\u4f5c\u5458\u3002AI\u667a\u80fd\u4f53\u4e0eDSX Max-Q\u5408\u4f5c\uff0c\u52a8\u6001\u7f16\u6392\u57fa\u7840\u8bbe\u65bd\u3002FEDRA\u7684\u667a\u80fd\u4f53\u76d1\u63a7\u51b7\u5374\u548c\u7535\u6c14\u7cfb\u7edf\uff0c\u5411Max-Q\u53d1\u9001\u4fe1\u53f7\uff0cMax-Q\u6301\u7eed\u4f18\u5316\u8ba1\u7b97\u541e\u5410\u91cf\u548c\u80fd\u6548\u3002Emerald AI\u667a\u80fd\u4f53\u89e3\u8bfb\u5b9e\u65f6\u7535\u7f51\u9700\u6c42\u548c\u538b\u529b\u4fe1\u53f7\uff0c\u5e76\u52a8\u6001\u8c03\u6574\u529f\u8017\u3002\u901a\u8fc7DSX\uff0cNVIDIA\u548c\u6211\u4eec\u5408\u4f5c\u4f19\u4f34\u751f\u6001\u7cfb\u7edf\u6b63\u7ade\u76f8\u5728\u5168\u7403\u5404\u5730\u5efa\u8bbeAI\u57fa\u7840\u8bbe\u65bd\uff0c\u786e\u4fdd\u6781\u81f4\u7684\u97e7\u6027\u3001\u6548\u7387\u548c\u541e\u5410\u91cf\u3002<\/p>\n

\u592a\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u4e86\uff0c\u5bf9\u5427\uff1fOmniverse\u7684\u8bbe\u8ba1\u521d\u8877\u5c31\u662f\u627f\u8f7d\u4e16\u754c\u7684\u6570\u5b57\u5b6a\u751f\u2014\u2014\u4ece\u5730\u7403\u5f00\u59cb\uff0c\u5b83\u5c06\u627f\u8f7d\u5404\u79cd\u89c4\u6a21\u7684\u6570\u5b57\u5b6a\u751f\u3002\u6211\u4eec\u62e5\u6709\u5982\u6b64\u51fa\u8272\u7684\u5408\u4f5c\u4f19\u4f34\u751f\u6001\u7cfb\u7edf\u3002\u611f\u8c22\u5404\u4f4d\u6240\u6709\u4eba\u3002\u6240\u6709\u8fd9\u4e9b\u516c\u53f8\u5bf9\u6211\u4eec\u4e16\u754c\u6765\u8bf4\u90fd\u662f\u65b0\u9762\u5b54\u3002\u5c31\u5728\u51e0\u5e74\u524d\uff0c\u6211\u4eec\u8fd8\u4e0d\u8ba4\u8bc6\u4f60\u4eec\u4e2d\u7684\u5927\u591a\u6570\u3002\u73b0\u5728\u6211\u4eec\u5982\u6b64\u7d27\u5bc6\u5730\u5408\u4f5c\uff0c\u5171\u540c\u5efa\u9020\u5168\u7403\u6709\u53f2\u4ee5\u6765\u6700\u5927\u7684\u8ba1\u7b97\u673a\uff0c\u5e76\u4e14\u4ee5\u884c\u661f\u7684\u89c4\u6a21\u8fdb\u884c\u3002\u6240\u4ee5NVIDIADSX\u662f\u6211\u4eec\u65b0\u7684AI\u5de5\u5382\u5e73\u53f0\u3002<\/p>\n

\u8fd9\u6b21\u6211\u5728\u8fd9\u4e0a\u9762\u82b1\u7684\u65f6\u95f4\u5f88\u5c11\u3002\u4f46\u6211\u4eec\u8fd8\u8981\u53bb\u592a\u7a7a\u3002\u6211\u4eec\u5df2\u7ecf\u8fdb\u5165\u592a\u7a7a\u4e86\u3002Thor\u5df2\u901a\u8fc7\u8f90\u5c04\u8ba4\u8bc1\uff0c\u6211\u4eec\u5df2\u7ecf\u5728\u536b\u661f\u4e0a\u4e86\u3002\u53ef\u4ee5\u4ece\u536b\u661f\u4e0a\u6210\u50cf\u3002\u672a\u6765\uff0c\u6211\u4eec\u4e5f\u4f1a\u5728\u592a\u7a7a\u5efa\u9020\u6570\u636e\u4e2d\u5fc3\u3002\u663e\u7136\u505a\u8d77\u6765\u975e\u5e38\u590d\u6742\u3002\u6240\u4ee5\u6211\u4eec\u6b63\u4e0e\u5408\u4f5c\u4f19\u4f34\u4e00\u8d77\u5f00\u53d1\u4e00\u6b3e\u65b0\u8ba1\u7b97\u673a\uff0c\u53ebVera Rubin Space-1\uff0c\u5b83\u5c06\u8fdb\u5165\u592a\u7a7a\uff0c\u5728\u592a\u7a7a\u5f00\u59cb\u5efa\u7acb\u6570\u636e\u4e2d\u5fc3\u3002\u5f53\u7136\uff0c\u5728\u592a\u7a7a\u91cc\uff0c\u6ca1\u6709\u4f20\u5bfc\uff0c\u6ca1\u6709\u5bf9\u6d41\uff0c\u53ea\u6709\u8f90\u5c04\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u5fc5\u987b\u5f04\u6e05\u695a\u5982\u4f55\u5728\u592a\u7a7a\u4e2d\u51b7\u5374\u8fd9\u4e9b\u7cfb\u7edf\u3002\u4f46\u6211\u4eec\u6709\u5f88\u591a\u4f18\u79c0\u7684\u5de5\u7a0b\u5e08\u6b63\u5728\u7814\u7a76\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n

07\u667a\u80fd\u4f53\u8f6f\u4ef6\u6846\u67b6<\/b><\/p>\n

OpenClaw\u53d1\u5e03\u4e0e\u4f01\u4e1aIT\u91cd\u6784<\/b><\/p>\n

\u8ba9\u6211\u8ddf\u5404\u4f4d\u8c08\u4e00\u4e9b\u65b0\u4e1c\u897f\u3002\u5f7c\u5f97\u00b7\u65af\u5766\u4f2f\u683c\uff08Peter Steinberger\uff09\u5728\u8fd9\u91cc\u3002\u4ed6\u7f16\u5199\u4e86\u4e00\u4e2a\u8f6f\u4ef6\uff0c\u53ebOpenClaw\u3002\u6211\u4e0d\u77e5\u9053\u4ed6\u6709\u6ca1\u6709\u610f\u8bc6\u5230\u5b83\u4f1a\u5982\u6b64\u6210\u529f\u3002\u4f46\u5b83\u610f\u4e49\u6df1\u8fdc\u3002OpenClaw\u662f\u7b2c\u4e00\u540d\u3002\u5b83\u662f\u4eba\u7c7b\u5386\u53f2\u4e0a\u6700\u53d7\u6b22\u8fce\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u800c\u4e14\u53ea\u7528\u4e86\u51e0\u4e2a\u661f\u671f\u5c31\u505a\u5230\u4e86\u3002\u5b83\u8d85\u8fc7\u4e86Linux\u572830\u5e74\u91cc\u6240\u505a\u5230\u7684\u3002\u5b83\u5c31\u8fd9\u4e48\u91cd\u8981\u3002\u5b83\u4f1a\u505a\u5f97\u5f88\u597d\u3002\u8fd9\u5c31\u662f\u5404\u4f4d\u8981\u505a\u7684\u3002\u6211\u4eec\u5ba3\u5e03\u4e86\u5bf9\u5b83\u7684\u652f\u6301\u3002\u6211\u5f88\u5feb\u8fc7\u4e00\u4e0b\u8fd9\u4e2a\u3002\u6211\u60f3\u7ed9\u5404\u4f4d\u770b\u51e0\u4e2a\u4e1c\u897f\u3002\u4f60\u53ea\u9700\u8f93\u5165\u8fd9\u4e2a\uff0c\u628a\u5b83\u8f93\u5165\u5230\u63a7\u5236\u53f0\uff0c\u5b83\u5c31\u4f1a\u51fa\u53bb\uff0c\u627e\u5230OpenClaw\uff0c\u4e0b\u8f7d\u5b83\uff0c\u4e3a\u4f60\u6784\u5efa\u4e00\u4e2aAI\u667a\u80fd\u4f53\uff0c\u7136\u540e\u4f60\u53ef\u4ee5\u544a\u8bc9\u5b83\u4f60\u9700\u8981\u505a\u7684\u4efb\u4f55\u5176\u4ed6\u4e8b\u3002<\/p>\n

\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\u521a\u521a\u53d1\u5e03\u4e86\u3002\u5b89\u5fb7\u70c8\u00b7\u5361\u5e15\u897f\uff08Andrej Karpathy\uff09\u521a\u521a\u542f\u52a8\u4e86\u4e00\u4e2a\u53ebresearch\u7684\u4e1c\u897f\uff0c\u8fd9\u592a\u5389\u5bb3\u4e86\u3002\u4f60\u7ed9\u4e00\u4e2aAI\u667a\u80fd\u4f53\u4e00\u4e2a\u4efb\u52a1\uff0c\u7136\u540e\u53bb\u7761\u89c9\uff0c\u5b83\u4e00\u665a\u4e0a\u80fd\u8dd1100\u4e2a\u5b9e\u9a8c\uff0c\u4fdd\u7559\u6709\u6548\u7684\uff0c\u820d\u5f03\u65e0\u6548\u7684\u3002\u6211\u771f\u7684\u5f88\u559c\u6b22\u6211\u7684\u4e1c\u897f\u80fd\u8ba9\u90a3\u4e2a\u4eba\u505a\u5230\u7684\u4e8b\u3002\u4ed6\u8ddf\u6211\u8bf4\uff0c\u6709\u4e00\u4e2a\u4eba\uff0c\u4e00\u4e2a60\u5c81\u7684\u7236\u4eb2\uff0c\u5b89\u88c5\u4e86\u5b83\uff0c\u7136\u540e\u4ed6\u4eec\u505a\u4e86\u5564\u9152\uff0c\u901a\u8fc7\u84dd\u7259\u628a\u673a\u5668\u8fde\u63a5\u5230OpenClaw\u3002\u7136\u540e\u6211\u4eec\u81ea\u52a8\u5316\u4e86\u4e00\u5207\uff0c\u751a\u81f3\u5305\u62ec\u4e00\u4e2a\u8ba9\u4eba\u8ba2\u8d2d\u9f99\u867e\u7684\u7f51\u7ad9\u2014\u2014\u6570\u767e\u4eba\u6392\u961f\u4e70\u9f99\u867e\uff0c\u7528\u7684\u5c31\u662fOpenClaw\u3002\u4f60\u60f3\u7528OpenClaw\u6784\u5efaOpenClaw\u3002\u6bcf\u4e2a\u4eba\u90fd\u5728\u8c08\u8bbaOpenClaw\u3002\u4f46OpenClaw\u5230\u5e95\u662f\u4ec0\u4e48\uff1f\u4fe1\u4e0d\u4fe1\u7531\u4f60\uff0c\u5df2\u7ecf\u6709\u4e00\u4e2aClaw Con\u4e86\u3002<\/p>\n

\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002\u73b0\u5728\uff0c\u6211\u7528\u8fd9\u79cd\u65b9\u5f0f\u8bf4\u660e\u4e86OpenClaw\u662f\u4ec0\u4e48\uff0c\u5e0c\u671b\u5404\u4f4d\u90fd\u80fd\u7406\u89e3\u3002\u4f46\u8ba9\u6211\u4eec\u8ba4\u771f\u60f3\u60f3\u53d1\u751f\u4e86\u4ec0\u4e48\u3002OpenClaw\u5230\u5e95\u662f\u4ec0\u4e48\uff1f<\/p>\n

\u5b83\u662f\u4e00\u4e2a\u7cfb\u7edf\u3002\u5b83\u8c03\u7528\u5e76\u8fde\u63a5\u5230\u5927\u8bed\u8a00\u6a21\u578b\u3002\u6240\u4ee5\u7b2c\u4e00\uff0c\u5b83\u6709\u5b83\u7ba1\u7406\u7684\u8d44\u6e90<\/a>\u2014\u2014\u53ef\u4ee5\u8bbf\u95ee\u5de5\u5177\u3001\u6587\u4ef6\u7cfb\u7edf\u548c\u5927\u8bed\u8a00\u6a21\u578b\u3002\u5b83\u80fd\u591f\u8fdb\u884c\u8c03\u5ea6\uff0c\u80fd\u505a\u5b9a\u65f6\u4efb\u52a1\uff0c\u80fd\u628a\u4f60\u7ed9\u5b83\u7684\u63d0\u793a\u5206\u89e3\u6210\u4e00\u6b65\u6b65\u7684\u6b65\u9aa4\u3002\u5b83\u53ef\u4ee5\u884d\u751f\u5e76\u8c03\u7528\u5176\u4ed6\u5b50\u667a\u80fd\u4f53\u3002\u5b83\u6709\u8f93\u5165\u8f93\u51fa\uff08I\/O\uff09\u2014\u2014\u4f60\u53ef\u4ee5\u7528\u4efb\u4f55\u6a21\u6001\u8ddf\u5b83\u4ea4\u6d41\u3002\u4f60\u53ef\u4ee5\u671d\u5b83\u6325\u624b\uff0c\u5b83\u7406\u89e3\u4f60\uff1b\u4f60\u53ef\u4ee5\u8bf4\u8bdd\uff0c\u4efb\u4f55\u6a21\u6001\u90fd\u884c\u3002\u5b83\u7ed9\u4f60\u53d1\u6d88\u606f\u3001\u53d1\u77ed\u4fe1\u3001\u53d1\u90ae\u4ef6\u3002\u6240\u4ee5\uff0c\u5b83\u6709\u8f93\u5165\u8f93\u51fa\u3002<\/p>\n

\u5b83\u8fd8\u6709\u4ec0\u4e48\uff1f\u57fa\u4e8e\u8fd9\u4e9b\u63cf\u8ff0\uff0c\u4f60\u53ef\u4ee5\u8bf4\uff0c\u4e8b\u5b9e\u4e0a\u5b83\u662f\u4e00\u4e2a\u64cd\u4f5c\u7cfb\u7edf\u3002\u6211\u521a\u624d\u4f7f\u7528\u7684\u6b63\u662f\u63cf\u8ff0\u64cd\u4f5c\u7cfb\u7edf\u7684\u8bed\u6cd5\u3002\u6240\u4ee5\uff0cOpenClaw\u5b9e\u8d28\u4e0a\u5f00\u6e90\u4e86\u667a\u80fd\u4f53\u8ba1\u7b97\u673a\u7684\u64cd\u4f5c\u7cfb\u7edf\u3002\u8fd9\u548cWindows\u4f7f\u6211\u4eec\u80fd\u591f\u521b\u9020\u4e2a\u4eba\u7535\u8111\u6ca1\u4ec0\u4e48\u4e0d\u540c\u3002\u73b0\u5728\uff0cOpenClaw\u4f7f\u6211\u4eec\u80fd\u591f\u521b\u9020\u4e2a\u4eba\u667a\u80fd\u4f53\u3002<\/p>\n

\u5b83\u7684\u5f71\u54cd\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002\u9996\u5148\uff0c\u5b83\u7684\u91c7\u7eb3\u901f\u5ea6\u672c\u8eab\u5c31\u8bf4\u660e\u4e86\u4e00\u5207\u3002\u4f46\u6700\u91cd\u8981\u7684\u662f\uff1a\u73b0\u5728\u6bcf\u5bb6\u516c\u53f8\u90fd\u610f\u8bc6\u5230\u2014\u2014\u6bcf\u5bb6\u516c\u53f8\u3001\u6bcf\u5bb6\u8f6f\u4ef6\u516c\u53f8\u3001\u6bcf\u5bb6\u79d1\u6280\u516c\u53f8\u2014\u2014\u5bf9\u9996\u5e2d\u6267\u884c\u5b98\u4eec\u6765\u8bf4\uff0c\u95ee\u9898\u662f\u4f60\u7684OpenClaw\u6218\u7565\u662f\u4ec0\u4e48\uff1f\u5c31\u50cf\u6211\u4eec\u66fe\u7ecf\u5fc5\u987b\u6709Linux\u6218\u7565\uff0c\u5fc5\u987b\u6709HTTP HTML\u6218\u7565\u4ece\u800c\u5f00\u542f\u4e86\u4e92\u8054\u7f51\uff1b\u6211\u4eec\u5fc5\u987b\u6709Kubernetes\u6218\u7565\u4ece\u800c\u4f7f\u79fb\u52a8\u4e91\u6210\u4e3a\u53ef\u80fd\u3002\u4eca\u5929\uff0c\u4e16\u754c\u4e0a\u7684\u6bcf\u5bb6\u516c\u53f8\u90fd\u9700\u8981\u6709\u4e00\u4e2aOpenClaw\u6218\u7565\uff0c\u4e00\u4e2a\u667a\u80fd\u4f53\u7cfb\u7edf\u6218\u7565\u3002\u8fd9\u662f\u65b0\u7684\u8ba1\u7b97\u673a\u3002<\/p>\n

\u8fd9\u662f\u4ee4\u4eba\u5174\u594b\u7684\u90e8\u5206\u3002\u8fd9\u662f\u4f01\u4e1aIT\u3002\u5728OpenClaw\u4e4b\u524d\uff0c\u4f01\u4e1aIT\u7684\u8fd0\u4f5c\u65b9\u5f0f\u2014\u2014\u6211\u4e4b\u524d\u63d0\u5230\u8fc7\uff0c\u4e4b\u6240\u4ee5\u53eb\u6570\u636e\u4e2d\u5fc3\uff0c\u662f\u56e0\u4e3a\u8fd9\u4e9b\u5927\u623f\u95f4\u3001\u5927\u5efa\u7b51\u5b58\u653e\u7740\u6570\u636e\uff0c\u5b58\u653e\u7740\u4eba\u4eec\u7684\u6587\u4ef6\uff0c\u5b58\u653e\u7740\u4e1a\u52a1\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002\u5b83\u4f1a\u7ecf\u8fc7\u8f6f\u4ef6\uff0c\u8f6f\u4ef6\u91cc\u6709\u5de5\u5177\u3001\u8bb0\u5f55\u7cfb\u7edf\uff0c\u4ee5\u53ca\u5404\u79cd\u56fa\u5316\u5728\u5176\u4e2d\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u8fd9\u4e9b\u4f1a\u53d8\u6210\u5de5\u5177\uff0c\u4f9b\u4eba\u7c7b\u4f7f\u7528\uff0c\u4f9b\u6570\u5b57\u5de5\u4f5c\u8005\u4f7f\u7528\u3002\u90a3\u662f\u65e7\u7684IT\u884c\u4e1a\uff1a\u8f6f\u4ef6\u516c\u53f8\u521b\u9020\u5de5\u5177\u3001\u4fdd\u5b58\u6587\u4ef6\uff0cGSIs\uff08\u5168\u7403\u7cfb\u7edf\u96c6\u6210\u5546\uff09\u548c\u54a8\u8be2\u516c\u53f8\u5e2e\u52a9\u516c\u53f8\u5f04\u6e05\u695a\u5982\u4f55\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u3001\u5982\u4f55\u96c6\u6210\u5b83\u4eec\u3002\u8fd9\u4e9b\u5de5\u5177\u5bf9\u4e8e\u6cbb\u7406\u3001\u5b89\u5168\u3001\u9690\u79c1\u3001\u5408\u89c4\u7b49\u7b49\u90fd\u975e\u5e38\u6709\u4ef7\u503c\u3002\u6240\u6709\u8fd9\u4e9b\u4f9d\u7136\u6210\u7acb\u3002<\/p>\n

\u53ea\u662f\uff0c\u5728\u540eOpenClaw\u65f6\u4ee3\u3001\u540e\u667a\u80fd\u4f53\u65f6\u4ee3\uff0c\u4f1a\u53d8\u6210\u8fd9\u4e2a\u6837\u5b50\u3002\u8fd9\u662f\u975e\u51e1\u7684\u90e8\u5206\uff1a\u6bcf\u4e00\u5bb6IT\u516c\u53f8\uff0c\u6bcf\u4e00\u5bb6\u516c\u53f8\uff0c\u6bcf\u4e00\u5bb6SaaS\u516c\u53f8\uff0c\u90fd\u4f1a\u53d8\u6210\u4e00\u5bb6GaaS\u516c\u53f8\u2014\u2014\u4e00\u5bb6\u667a\u80fd\u4f53\u5373\u670d\u52a1\u516c\u53f8\uff08Agentic as a Service\uff09\u3002\u6beb\u65e0\u7591\u95ee\u3002\u4ee4\u4eba\u60ca\u5947\u7684\u662f\uff1aOpenClaw\u5728\u6070\u5f53\u65f6\u673a\u7ed9\u4e86\u8fd9\u4e2a\u884c\u4e1a\u6070\u6070\u9700\u8981\u7684\u4e1c\u897f\u3002\u5c31\u50cfLinux\u5728\u6070\u5f53\u65f6\u673a\u7ed9\u4e86\u8fd9\u4e2a\u884c\u4e1a\u6070\u6070\u9700\u8981\u7684\u4e1c\u897f\u4e00\u6837\uff0c\u5c31\u50cfKubernetes\u5728\u6070\u6070\u6b63\u786e\u7684\u65f6\u95f4\u51fa\u73b0\u4e00\u6837\uff0c\u5c31\u50cfHTML\u51fa\u73b0\u4e00\u6837\u2014\u2014\u5b83\u4f7f\u6574\u4e2a\u884c\u4e1a\u6709\u53ef\u80fd\u6293\u4f4f\u8fd9\u4e2a\u5f00\u6e90\u8f6f\u4ef6\u6808\uff0c\u5e76\u5229\u7528\u5b83\u505a\u70b9\u4ec0\u4e48\u3002<\/p>\n

\u53ea\u6709\u4e00\u4e2a\u95ee\u9898\u3002\u4f01\u4e1a\u7f51\u7edc\u4e2d\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u53ef\u4ee5\u8bbf\u95ee\u654f\u611f\u4fe1\u606f\u3002\u5b83\u53ef\u4ee5\u6267\u884c\u4ee3\u7801\uff0c\u5e76\u4e14\u53ef\u4ee5\u5bf9\u5916\u901a\u4fe1\u3002\u5c31\u5927\u58f0\u8bf4\u51fa\u6765\u3002\u60f3\u60f3\u770b\uff1a\u8bbf\u95ee\u654f\u611f\u4fe1\u606f\uff0c\u6267\u884c\u4ee3\u7801\uff0c\u5bf9\u5916\u901a\u4fe1\u3002\u5f53\u7136\uff0c\u4f60\u53ef\u4ee5\u8bbf\u95ee\u5458\u5de5\u4fe1\u606f\u3001\u4f9b\u5e94\u94fe\u3001\u8d22\u52a1\u4fe1\u606f\u7b49\u654f\u611f\u4fe1\u606f\uff0c\u7136\u540e\u628a\u5b83\u53d1\u51fa\u53bb\uff0c\u5bf9\u5916\u901a\u4fe1\u3002\u663e\u7136\uff0c\u8fd9\u7edd\u5bf9\u4e0d\u80fd\u5141\u8bb8\u3002<\/p>\n

\u6240\u4ee5\uff0c\u6211\u4eec\u6240\u505a\u7684\u662f\u4e0e\u5f7c\u5f97\u5408\u4f5c\u3002\u6211\u4eec\u6c47\u96c6\u4e86\u4e00\u4e9b\u4e16\u754c\u9876\u7ea7\u7684\u5b89\u5168\u548c\u8ba1\u7b97\u4e13\u5bb6\uff0c\u4e0ePeter\u5408\u4f5c\uff0c\u4f7fOpenClaw\u5177\u5907\u4f01\u4e1a\u7ea7\u5b89\u5168\u548c\u4f01\u4e1a\u7ea7\u79c1\u6709\u5316\u80fd\u529b\u3002\u8fd9\u662f\u6211\u4eec\u7684NVIDIAOpenClaw\u53c2\u8003\u8bbe\u8ba1\uff0c\u5373NemoClaw\u2014\u2014\u8fd9\u662fOpenClaw\u7684\u4e00\u4e2a\u53c2\u8003\u5b9e\u73b0\uff0c\u5b83\u62e5\u6709\u6240\u6709\u90a3\u4e9b\u667a\u80fd\u4f53AI\u5de5\u5177\u5305\uff0c\u5176\u4e2d\u7b2c\u4e00\u90e8\u5206\u662f\u6211\u4eec\u53ebOpenShell\u7684\u6280\u672f\uff0c\u73b0\u5728\u5df2\u7ecf\u96c6\u6210\u5230OpenClaw\u91cc\u3002\u73b0\u5728\u5b83\u5df2\u7ecf\u4f01\u4e1a\u5c31\u7eea\u3002<\/p>\n

\u8fd9\u4e2a\u8f6f\u4ef6\u6808\uff0c\u5e26\u6709\u4e00\u4e2a\u53ebNemoClaw\u7684\u53c2\u8003\u8bbe\u8ba1\u3002\u4f60\u53ef\u4ee5\u4e0b\u8f7d\u5b83\uff0c\u8bd5\u7528\u5b83\uff0c\u4f60\u53ef\u4ee5\u628a\u5b83\u8fde\u63a5\u5230\u5168\u7403\u6240\u6709SaaS\u516c\u53f8\u7684\u7b56\u7565<\/a>\u5f15\u64ce\u3002\u4f60\u4eec\u7684\u7b56\u7565\u5f15\u64ce\u975e\u5e38\u91cd\u8981\uff0c\u975e\u5e38\u6709\u4ef7\u503c\u3002\u7b56\u7565\u5f15\u64ce\u53ef\u4ee5\u8fde\u63a5\u5230NemoClaw\uff0c\u6216\u8005\u8bf4\u5e26\u6709OpenShell\u7684OpenClaw\u5c06\u80fd\u591f\u6267\u884c\u90a3\u4e2a\u7b56\u7565\u5f15\u64ce\u3002\u5b83\u6709\u4e00\u4e2a\u7b56\u7565\u62a4\u680f\uff0c\u6709\u4e00\u4e2a\u9690\u79c1\u8def\u7531\u5668\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u4fdd\u62a4\u5e76\u4fdd\u969cClaw\u5728\u6211\u4eec\u516c\u53f8\u5185\u90e8\u5b89\u5168\u5730\u6267\u884c\u3002<\/p>\n

\u6211\u4eec\u8fd8\u4e3a\u667a\u80fd\u4f53\u7cfb\u7edf\u6dfb\u52a0\u4e86\u51e0\u6837\u4e1c\u897f\uff0c\u5176\u4e2d\u6700\u91cd\u8981\u7684\u662f\uff1a\u4f60\u60f3\u62e5\u6709\u81ea\u5df1\u7684\u5b9a\u5236Claw\uff0c\u8fd9\u6837\u4f60\u5c31\u80fd\u62e5\u6709\u81ea\u5df1\u7684\u5b9a\u5236\u6a21\u578b\u3002\u8fd9\u662fNVIDIA\u7684\u5f00\u653e\u6a21\u578b\u5021\u8bae\u3002\u6211\u4eec\u73b0\u5728\u5728\u6bcf\u4e00\u4e2aAI\u6a21\u578b\u9886\u57df\u7684\u524d\u6cbf\u2014\u2014\u4e0d\u7ba1\u662fNemotron\u3001Cosmos\u3001\u4e16\u754c\u57fa\u7840\u6a21\u578b\u3001GROOT\u3001\u901a\u7528AI\u673a\u5668\u4eba\u3001\u4eba\u5f62\u673a\u5668\u4eba\u6a21\u578b\uff0c\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u7684Alpamo\uff0c\u7528\u4e8e\u6570\u5b57\u751f\u7269\u5b66\u7684BioNeMo\uff0c\u8fd8\u662f\u7528\u4e8eAI\u7269\u7406\u5b66\u7684Earth-2\u3002\u6211\u4eec\u5728\u6bcf\u4e00\u4e2a\u9886\u57df\u90fd\u5904\u4e8e\u524d\u6cbf\u3002\u6765\u770b\u770b\u3002<\/p>\n

\u4e16\u754c\u662f\u591a\u6837\u5316\u7684\u3002\u6ca1\u6709\u4e00\u4e2a\u6a21\u578b\u80fd\u591f\u670d\u52a1\u6240\u6709\u884c\u4e1a\u3002\u5f00\u653e\u6a21\u578b\u662f\u5168\u7403\u6700\u5927\u3001\u6700\u591a\u6837\u5316\u7684AI\u751f\u6001\u7cfb\u7edf\u4e4b\u4e00\u3002\u8fd1300\u4e07\u4e2a\u5f00\u653e\u6a21\u578b\uff0c\u6db5\u76d6\u8bed\u8a00\u3001\u89c6\u89c9\u3001\u751f\u7269\u5b66\u3001\u7269\u7406\u5b66\u548c\u81ea\u4e3b\u7cfb\u7edf\uff0c\u4f7f\u5f97\u4e3a\u4e13\u95e8\u9886\u57df\u6784\u5efaAI\u6210\u4e3a\u53ef\u80fd\u3002NVIDIA\u662f\u5f00\u6e90AI\u7684\u6700\u5927\u8d21\u732e\u8005\u4e4b\u4e00\u3002\u6211\u4eec\u6784\u5efa\u5e76\u53d1\u5e03\u4e86\u516d\u4e2a\u7cfb\u5217\u7684\u5f00\u653e\u524d\u6cbf\u6a21\u578b\uff0c\u4ee5\u53ca\u8bad\u7ec3\u6570\u636e\u3001\u914d\u65b9\u548c\u6846\u67b6\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5b9a\u5236\u548c\u91c7\u7528\u65b0\u6a21\u578b\u3002\u6bcf\u4e2a\u7cfb\u5217\u90fd\u5728\u63a8\u51fa\u767b\u9876\u6392\u884c\u699c\u7684\u65b0\u6a21\u578b\u3002\u6838\u5fc3\u662f\uff1a\u7528\u4e8e\u8bed\u8a00\u3001\u89c6\u89c9\u7406\u89e3\u3001RAG\u3001\u5b89\u5168\u548c\u8bed\u97f3\u7684Nemotron\u63a8\u7406\u6a21\u578b\uff1bCosmos\u524d\u6cbf\u6a21\u578b\uff0c\u7528\u4e8e\u7269\u7406AI\u7684\u4e16\u754c\u751f\u6210\u548c\u7406\u89e3\uff1bAlpamo\uff0c\u5168\u7403\u7b2c\u4e00\u4e2a\u80fd\u591f\u601d\u8003\u548c\u63a8\u7406\u7684\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66AI\uff1bGROOT\u57fa\u7840\u6a21\u578b\uff0c\u7528\u4e8e\u901a\u7528\u7528\u9014\u673a\u5668\u4eba\uff1bBioNeMo\u5f00\u653e\u6a21\u578b\uff0c\u7528\u4e8e\u751f\u7269\u5b66\u3001\u5316\u5b66\u548c\u5206\u5b50\u8bbe\u8ba1\uff1bEarth-2\u6a21\u578b\uff0c\u7528\u4e8e\u690d\u6839\u4e8eAI\u7269\u7406\u5b66\u7684\u5929\u6c14\u548c\u6c14\u5019\u9884\u6d4b\u3002<\/p>\n

NVIDIA\u5f00\u653e\u6a21\u578b\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e3a\u5176\u4e13\u95e8\u9886\u57df\u6784\u5efa\u548c\u90e8\u7f72AI\u7684\u57fa\u7840\u3002\u6211\u4eec\u7684\u6a21\u578b\u5bf9\u5404\u4f4d\u6240\u6709\u4eba\u90fd\u6709\u4ef7\u503c\uff0c\u56e0\u4e3a\u7b2c\u4e00\uff0c\u5b83\u5728\u6392\u884c\u699c\u4e0a\u540d\u5217\u524d\u8305\uff0c\u662f\u4e16\u754c\u7ea7\u7684\u3002\u4f46\u6700\u91cd\u8981\u7684\u662f\uff0c\u56e0\u4e3a\u6211\u4eec\u4e0d\u4f1a\u653e\u5f03\u7ee7\u7eed\u7814\u7a76\u5b83\u3002\u6211\u4eec\u4f1a\u6bcf\u5929\u6301\u7eed\u7814\u7a76\u5b83\u3002Nemotron3\u4e4b\u540e\u662fNemotron4\u3002Cosmos 1\u4e4b\u540e\u662fCosmos 2\u3002GROOT\u7b2c\u4e8c\u4ee3\u3002\u6211\u4eec\u5c06\u6301\u7eed\u63a8\u8fdb\u8fd9\u6bcf\u4e00\u4e2a\u6a21\u578b\u3002\u5782\u76f4\u6574\u5408\uff0c\u6c34\u5e73\u5f00\u653e\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u80fd\u8ba9\u6bcf\u4e2a\u4eba\u52a0\u5165AI\u9769\u547d\uff0c\u5728\u6392\u884c\u699c\u4e0a\u540d\u5217\u524d\u8305\uff0c\u5728\u7814\u7a76\u3001\u8bed\u97f3\u3001\u4e16\u754c\u6a21\u578b\u3001\u901a\u7528AI\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u63a8\u7406\u65b9\u9762\uff0c\u5f53\u7136\u8fd8\u6709\u6700\u91cd\u8981\u7684\u4e00\u4e2a\u3002<\/p>\n

\u8fd9\u662f\u5728OpenClaw\u91cc\u7684Nemotron3\u3002\u770b\u770b\u524d\u4e09\u540d\u2014\u2014\u5b83\u4eec\u662f\u5168\u7403\u6700\u597d\u7684\u4e09\u4e2a\u6a21\u578b\uff0c\u6240\u4ee5\u6211\u4eec\u5904\u4e8e\u524d\u6cbf\u3002<\/p>\n

\u540c\u6837\uff0c\u6211\u4eec\u60f3\u521b\u9020\u57fa\u7840\u6a21\u578b\uff0c\u8fd9\u6837\u5404\u4f4d\u6240\u6709\u4eba\u90fd\u80fd\u5fae\u8c03\u5b83\u3001\u540e\u671f\u8bad\u7ec3\u5b83\uff0c\u53d8\u6210\u6b63\u597d\u4f60\u4eec\u9700\u8981\u7684\u667a\u80fd\u3002\u8fd9\u662fNemotron3 Ultra\u3002\u5b83\u5c06\u6210\u4e3a\u5168\u7403\u6709\u53f2\u4ee5\u6765\u6700\u597d\u7684\u57fa\u7840\u6a21\u578b\u3002\u8fd9\u4f7f\u6211\u4eec\u80fd\u591f\u5e2e\u52a9\u6bcf\u4e2a\u56fd\u5bb6\u6784\u5efa\u4ed6\u4eec\u7684\u4e3b\u6743AI\u3002\u6211\u4eec\u4e0e\u5168\u7403\u8bb8\u591a\u4e0d\u540c\u516c\u53f8\u5408\u4f5c\u3002\u4eca\u5929\u6211\u4eec\u8981\u5ba3\u5e03\u7684\u6700\u4ee4\u4eba\u5174\u594b\u7684\u4e8b\u60c5\u4e4b\u4e00\u662f\u4e00\u4e2aNemotron\u8054\u76df\u3002\u6211\u4eec\u5bf9\u6b64\u975e\u5e38\u6295\u5165\u3002\u6211\u4eec\u5df2\u7ecf\u6295\u5165\u4e86\u6570\u5341\u4ebf\u7f8e\u5143\u7684AI\u57fa\u7840\u8bbe\u65bd\uff0c\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u5f00\u53d1\u5fc5\u8981\u7684AI\u6838\u5fc3\u5f15\u64ce\uff0c\u7528\u4e8e\u6240\u6709\u7684\u63a8\u7406\u8f6f\u4ef6\u5e93\u7b49\u7b49\u3002\u540c\u65f6\u4e5f\u662f\u4e3a\u4e86\u521b\u9020AI\u6a21\u578b\uff0c\u6fc0\u6d3b\u5168\u7403\u6bcf\u4e00\u4e2a\u884c\u4e1a\u3002\u5927\u8bed\u8a00\u6a21\u578b\u975e\u5e38\u91cd\u8981\u3002\u5f53\u7136\u91cd\u8981\u2014\u2014\u4eba\u7c7b\u667a\u80fd\u600e\u4e48\u80fd\u4e0d\u91cd\u8981\u5462\uff1f\u7136\u800c\uff0c\u5728\u5168\u7403\u4e0d\u540c\u7684\u884c\u4e1a\uff0c\u5728\u5168\u7403\u4e0d\u540c\u7684\u56fd\u5bb6\uff0c\u4f60\u9700\u8981\u6709\u80fd\u529b\u5b9a\u5236\u4f60\u81ea\u5df1\u7684\u6a21\u578b\uff0c\u800c\u6a21\u578b\u7684\u9886\u57df\u4ece\u751f\u7269\u5b66\u5230\u7269\u7406\u5b66\u5230\u81ea\u52a8\u9a7e\u9a76\u5230\u901a\u7528\u673a\u5668\u4eba\uff0c\u5f53\u7136\u8fd8\u6709\u4eba\u7c7b\u8bed\u8a00\uff0c\u662f\u622a\u7136\u4e0d\u540c\u7684\u3002\u6211\u4eec\u6709\u80fd\u529b\u4e0e\u6bcf\u4e2a\u5730\u533a\u5408\u4f5c\uff0c\u521b\u5efa\u4ed6\u4eec\u7279\u5b9a\u9886\u57df\u7684\u3001\u4ed6\u4eec\u7684\u4e3b\u6743AI\u3002<\/p>\n

\u4eca\u5929\u6211\u4eec\u5ba3\u5e03\u4e00\u4e2a\u8054\u76df\uff0c\u4e0e\u6211\u4eec\u5408\u4f5c\uff0c\u4f7fNemotron4\u66f4\u52a0\u60ca\u8273\u3002\u8fd9\u4e2a\u8054\u76df\u91cc\u6709\u4e00\u4e9b\u4e86\u4e0d\u8d77\u7684\u516c\u53f8\uff1aBlack Forest Labs\uff0c\u56fe\u50cf\u516c\u53f8\uff1bCursor\uff0c\u8457\u540d\u7684\u7f16\u7801\u516c\u53f8\uff0c\u6211\u4eec\u5927\u91cf\u4f7f\u7528\uff1bLangChain\uff0c\u5341\u4ebf\u6b21\u4e0b\u8f7d\uff0c\u7528\u4e8e\u521b\u5efa\u5b9a\u5236\u667a\u80fd\u4f53\uff1bMistral\uff0cArthur\u63d0\u5230\u8fc7\uff0c\u6211\u60f3\u4ed6\u5728\u8fd9\u91cc\uff0c\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u516c\u53f8\uff1bPerplexity\uff0c\u6bcf\u4e2a\u4eba\u90fd\u5728\u7528\u2014\u2014\u5b83\u592a\u597d\u4e86\uff0c\u4e00\u4e2a\u591a\u6a21\u6001\u667a\u80fd\u4f53\u7cfb\u7edf\uff1bReflection\uff0c\u6765\u81ea\u5370\u5ea6<\/a>\u7684Sarvam\uff0cThinking Machine\uff0cMoradi\u7684\u5b9e\u9a8c\u5ba4\uff08Mirror\uff09\u3002\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u516c\u53f8\u52a0\u5165\u4e86\u6211\u4eec\u3002\u8c22\u8c22\u5404\u4f4d\u3002<\/p>\n

\u6211\u8bf4\u8fc7\uff0c\u6bcf\u4e00\u5bb6\u4f01\u4e1a\uff0c\u5168\u7403\u6bcf\u4e00\u5bb6\u8f6f\u4ef6\u516c\u53f8\u90fd\u9700\u8981\u4e00\u4e2a\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u9700\u8981\u4e00\u4e2a\u667a\u80fd\u4f53\u6218\u7565\u3002\u4f60\u9700\u8981\u6709\u4e00\u4e2aOpenClaw\u6218\u7565\u3002\u4ed6\u4eec\u90fd\u540c\u610f\uff0c\u4ed6\u4eec\u90fd\u5728\u4e0e\u6211\u4eec\u5408\u4f5c\uff0c\u96c6\u6210NemoClaw\u53c2\u8003\u8bbe\u8ba1\uff0cNVIDIA\u667a\u80fd\u4f53AI\u5de5\u5177\u5305\uff0c\u5f53\u7136\u8fd8\u6709\u6211\u4eec\u6240\u6709\u7684\u5f00\u653e\u6a21\u578b\u3002\u4e00\u5bb6\u63a5\u4e00\u5bb6\u516c\u53f8\u3002\u592a\u591a\u4e86\u3002\u6211\u4eec\u6b63\u5728\u4e0e\u5404\u4f4d\u6240\u6709\u4eba\u5408\u4f5c\u3002\u6211\u771f\u7684\u5f88\u611f\u6fc0\u3002<\/p>\n

\u8fd9\u662f\u6211\u4eec\u7684\u65f6\u523b\u3002\u8fd9\u662f\u4e00\u6b21\u91cd\u5851\u3002\u8fd9\u662f\u4f01\u4e1aIT\u7684\u590d\u5174\uff0c\u4ece\u4e00\u4e2a2\u4e07\u4ebf\u7f8e\u5143\u7684\u884c\u4e1a\uff0c\u5c06\u53d8\u6210\u4e00\u4e2a\u6570\u4e07\u4ebf\u7f8e\u5143\u7684\u884c\u4e1a\u2014\u2014\u4e0d\u4ec5\u63d0\u4f9b\u4f9b\u4eba\u4eec\u4f7f\u7528\u7684\u5de5\u5177\uff0c\u800c\u4e14\u63d0\u4f9b\u5728\u4f60\u4e13\u957f\u7684\u3001\u975e\u5e38\u7279\u6b8a\u7684\u9886\u57df\u91cc\u7684\u667a\u80fd\u4f53\uff0c\u6211\u4eec\u53ef\u4ee5\u79df\u7528\u3002<\/p>\n

\u6211\u5b8c\u5168\u53ef\u4ee5\u60f3\u8c61\uff0c\u672a\u6765\u6211\u4eec\u516c\u53f8\u7684\u6bcf\u4e00\u4f4d\u5de5\u7a0b\u5e08\u90fd\u9700\u8981\u4e00\u4e2a\u5e74\u5ea6token\u9884\u7b97\u3002\u4ed6\u4eec\u6bcf\u5e74\u57fa\u672c\u5de5\u8d44\u5927\u6982\u51e0\u5341\u4e07\u7f8e\u5143\u3002\u6211\u53ef\u80fd\u4f1a\u5728\u6b64\u57fa\u7840\u4e0a\u518d\u7ed9\u4ed6\u4eec\u4e00\u534a\u4ef7\u503c\u7684token\uff0c\u8fd9\u6837\u4ed6\u4eec\u7684\u6548\u7387\u53ef\u4ee5\u63d0\u534710\u500d\u3002\u5f53\u7136\u6211\u4eec\u4f1a\u8fd9\u4e48\u505a\u3002\u8fd9\u73b0\u5728\u6210\u4e86\u7845\u8c37<\/a>\u7684\u62db\u8058\u5de5\u5177\u4e4b\u4e00\uff1a\u6211\u7684\u5de5\u4f5c\u9644\u5e26\u591a\u5c11token\uff1f\u539f\u56e0\u5f88\u6e05\u695a\uff0c\u56e0\u4e3a\u6bcf\u4e00\u4f4d\u80fd\u591f\u8bbf\u95eetoken\u7684\u5de5\u7a0b\u5e08\u90fd\u4f1a\u66f4\u6709\u751f\u4ea7\u529b\uff0c\u800c\u8fd9\u4e9btoken\uff0c\u5982\u5404\u4f4d\u6240\u77e5\uff0c\u5c06\u7531\u5404\u4f4d\u548c\u6211\u4eec\u5408\u4f5c\u5efa\u9020\u7684AI\u5de5\u5382\u751f\u4ea7\u3002<\/p>\n

\u6240\u4ee5\u4eca\u5929\u6bcf\u4e00\u5bb6\u4f01\u4e1a\u90fd\u5efa\u7acb\u5728\u6587\u4ef6\u7cfb\u7edf\u548c\u6570\u636e\u4e2d\u5fc3\u4e4b\u4e0a\u3002\u672a\u6765\u7684\u6bcf\u4e00\u5bb6\u8f6f\u4ef6\u516c\u53f8\u90fd\u5c06\u662f\u667a\u80fd\u4f53\u7684\uff0c\u5b83\u4eec\u5c06\u662ftoken\u5236\u9020\u5546\u3002\u5b83\u4eec\u5c06\u4e3a\u5b83\u4eec\u7684\u5de5\u7a0b\u5e08\u4f7f\u7528token\uff0c\u5b83\u4eec\u5c06\u4e3a\u5b83\u4eec\u6240\u6709\u7684\u5ba2\u6237\u5236\u9020token\u3002OpenClaw\u4e8b\u4ef6\u7684\u91cd\u8981\u6027\u600e\u4e48\u5f3a\u8c03\u90fd\u4e0d\u4e3a\u8fc7\u3002\u8fd9\u548cHTML\u4e00\u6837\u91cd\u8981\uff0c\u548cLinux\u4e00\u6837\u91cd\u8981\u3002\u6211\u4eec\u73b0\u5728\u6709\u4e86\u4e00\u4e2a\u4e16\u754c\u7ea7\u7684\u5f00\u653e\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u6211\u4eec\u6240\u6709\u4eba\u90fd\u53ef\u4ee5\u7528\u5b83\u6765\u6784\u5efa\u6211\u4eec\u7684OpenClaw\u6218\u7565\u3002\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u53ebNemoClaw\u7684\u53c2\u8003\u8bbe\u8ba1\uff0c\u5404\u4f4d\u6240\u6709\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\uff0c\u5b83\u662f\u4f18\u5316\u7684\uff0c\u6027\u80fd\u4f18\u8d8a\uff0c\u5b89\u5168\u53ef\u9760\u3002<\/p>\n

08\u7269\u7406AI\u90e8\u7f72<\/b><\/p>\n

\u81ea\u52a8\u9a7e\u9a76\u4e0e\u673a\u5668\u4eba\u751f\u6001<\/b><\/p>\n

\u8bf4\u5230\u667a\u80fd\u4f53\uff0c\u5982\u5404\u4f4d\u6240\u77e5\uff0c\u667a\u80fd\u4f53\u611f\u77e5\u3001\u63a8\u7406\u548c\u884c\u52a8\u3002\u6211\u4eca\u5929\u8c08\u5230\u7684\u5168\u7403\u5927\u591a\u6570\u667a\u80fd\u4f53\u90fd\u662f\u6570\u5b57\u667a\u80fd\u4f53\u3002\u5b83\u4eec\u5728\u6570\u5b57\u4e16\u754c\u4e2d\u884c\u52a8\u2014\u2014\u5b83\u4eec\u63a8\u7406\uff0c\u7f16\u5199\u8f6f\u4ef6\u3002\u5168\u90fd\u662f\u6570\u5b57\u7684\u3002\u4f46\u6211\u4eec\u4e5f\u957f\u671f\u81f4\u529b\u4e8e\u7269\u7406\u5177\u8eab\u667a\u80fd\u4f53\uff0c\u6211\u4eec\u53eb\u5b83\u4eec\u673a\u5668\u4eba\u3002\u5b83\u4eec\u9700\u8981\u7684AI\u662f\u7269\u7406AI\u3002\u6211\u4eec\u8fd9\u91cc\u6709\u4e9b\u91cd\u5927\u516c\u544a\u3002\u6211\u5f88\u5feb\u8fc7\u51e0\u4e2a\u3002<\/p>\n

\u8fd9\u91cc\u6709110\u4e2a\u673a\u5668\u4eba\u3002\u5168\u7403\u51e0\u4e4e\u6bcf\u5bb6\u516c\u53f8\u2014\u2014\u6211\u60f3\u4e0d\u51fa\u6709\u54ea\u5bb6\u5236\u9020\u673a\u5668\u4eba\u7684\u516c\u53f8\u6ca1\u6709\u4e0eNVIDIA\u5408\u4f5c\u3002\u6211\u4eec\u6709\u4e09\u53f0\u8ba1\u7b97\u673a\uff1a\u8bad\u7ec3\u8ba1\u7b97\u673a\uff0c\u5408\u6210\u6570\u636e\u751f\u6210\u548c\u4eff\u771f\u8ba1\u7b97\u673a\uff0c\u5f53\u7136\u8fd8\u6709\u653e\u5728\u673a\u5668\u4eba\u5185\u90e8\u7684\u673a\u5668\u4eba\u8ba1\u7b97\u673a\u3002\u6211\u4eec\u6709\u6240\u6709\u5fc5\u8981\u7684\u8f6f\u4ef6\u6808\uff0c\u6709AI\u6a21\u578b\u6765\u5e2e\u52a9\u4f60\u4eec\u3002\u6240\u6709\u8fd9\u4e00\u5207\u90fd\u96c6\u6210\u5230\u5168\u7403\u7684\u751f\u6001\u7cfb\u7edf\u91cc\uff0c\u4ee5\u53ca\u6211\u4eec\u6240\u6709\u7684\u5408\u4f5c\u4f19\u4f34\uff0c\u4ece\u897f\u95e8\u5b50\u5230Cadence\uff0c\u5230\u5904\u90fd\u662f\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u4f19\u4f34\u3002<\/p>\n

\u4eca\u5929\uff0c\u6211\u4eec\u5ba3\u5e03\u4e86\u4e00\u5927\u5806\u65b0\u5408\u4f5c\u4f19\u4f34\u3002\u6211\u4eec\u7814\u7a76\u81ea\u52a8\u9a7e\u9a76\u5df2\u4e45\u3002\u81ea\u52a8\u9a7e\u9a76\u7684ChatGPT\u65f6\u523b\u5df2\u7ecf\u5230\u6765\u3002\u6211\u4eec\u73b0\u5728\u77e5\u9053\u53ef\u4ee5\u6210\u529f\u5730\u8fdb\u884c\u81ea\u52a8\u9a7e\u9a76\u3002\u4eca\u5929\uff0c\u6211\u4eec\u5ba3\u5e03\u4e86NVIDIA\u81ea\u52a8\u9a7e\u9a76\u51fa\u79df\u8f66\u5c31\u7eea\u5e73\u53f0\u7684\u56db\u4e2a\u65b0\u5408\u4f5c\u4f19\u4f34\uff1a\u6bd4\u4e9a\u8fea\u3001\u73b0\u4ee3\u3001\u65e5\u4ea7\u3001\u4e94\u5341\u94c3\uff0c\u52a0\u8d77\u6765\u6bcf\u5e74\u751f\u4ea71800\u4e07\u8f86\u8f66\u3002\u52a0\u5165\u6211\u4eec\u4e4b\u524d\u7684\u5408\u4f5c\u4f19\u4f34\uff1a\u6885\u8d5b\u5fb7\u65af\u3001\u4e30\u7530\u3001\u901a\u7528\u3002\u672a\u6765\u81ea\u52a8\u9a7e\u9a76\u51fa\u79df\u8f66\u5c31\u7eea\u7684\u8f66\u8f86\u6570\u91cf\u5c06\u4ee4\u4eba\u60ca\u53f9\u3002\u6211\u4eec\u8fd8\u5ba3\u5e03\u4e86\u4e0eUber<\/a>\u7684\u4e00\u9879\u91cd\u5927\u5408\u4f5c\u3002\u6211\u4eec\u5c06\u5728\u591a\u4e2a\u57ce\u5e02\u90e8\u7f72\uff0c\u628a\u8fd9\u4e9b\u81ea\u52a8\u9a7e\u9a76\u51fa\u79df\u8f66\u5c31\u7eea\u7684\u8f66\u8f86\u8fde\u63a5\u5230\u4ed6\u4eec\u7684\u7f51\u7edc\u91cc\u3002\u8fd8\u6709\u4e00\u5927\u5806\u65b0\u8f66\u3002<\/p>\n

\u6211\u4eec\u6709ABB\u3001Universal Robots\u3001\u5e93\u5361\uff0c\u8fd9\u4e48\u591a\u673a\u5668\u4eba\u516c\u53f8\u5728\u8fd9\u91cc\uff0c\u6211\u4eec\u6b63\u4e0e\u4ed6\u4eec\u5408\u4f5c\uff0c\u5b9e\u65bd\u6211\u4eec\u7684\u7269\u7406AI\u6a21\u578b\uff0c\u96c6\u6210\u5230\u4eff\u771f\u7cfb\u7edf\u91cc\uff0c\u8fd9\u6837\u5c31\u80fd\u5728\u5168\u7403\u5404\u5730\u7684\u751f\u4ea7\u7ebf\u4e0a\u90e8\u7f72\u8fd9\u4e9b\u673a\u5668\u4eba\u3002Caterpillar\u5728\u8fd9\u91cc\u3002\u6211\u4eec\u751a\u81f3\u8fd8\u6709T-Mobile\u5728\u8fd9\u91cc\u3002\u539f\u56e0\u662f\uff0c\u672a\u6765\uff0c\u90a3\u4e2a\u65e0\u7ebf\u7535\u5854\uff0c\u66fe\u7ecf\u7684\u65e0\u7ebf\u7535\u5854\uff0c\u5c06\u6210\u4e3a\u4e00\u4e2aNVIDIA Aerial AI-RAN\u3002\u6240\u4ee5\u8fd9\u5c06\u662f\u4e00\u4e2a\u673a\u5668\u4eba\u65e0\u7ebf\u7535\u5854\uff0c\u610f\u601d\u662f\u5b83\u53ef\u4ee5\u63a8\u7406\u6d41\u91cf\uff0c\u8ba1\u7b97\u51fa\u5982\u4f55\u8c03\u6574\u5176\u6ce2\u675f\u6210\u5f62\uff0c\u5c3d\u53ef\u80fd\u8282\u7701\u80fd\u6e90\uff0c\u540c\u65f6\u5c3d\u53ef\u80fd\u63d0\u9ad8\u4fdd\u771f\u5ea6\u3002<\/p>\n

\u7269\u7406AI\u7684\u9996\u6b21\u5168\u7403\u5927\u89c4\u6a21\u90e8\u7f72\u6765\u4e86\u3002\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u3002\u6709\u4e86NVIDIAAlpamo\uff0c\u8f66\u8f86\u73b0\u5728\u62e5\u6709\u63a8\u7406\u80fd\u529b\uff0c\u5e2e\u52a9\u5b83\u4eec\u5728\u5404\u79cd\u573a\u666f\u4e2d\u5b89\u5168\u667a\u80fd\u5730\u8fd0\u884c\u3002\u6211\u4eec\u8ba9\u8f66\u8f86\u53d9\u8ff0\u5b83\u7684\u52a8\u4f5c\uff1a\u6211\u6b63\u5728\u5411\u53f3\u53d8\u9053\u4ee5\u8ddf\u968f\u8def\u7ebf\u3002\u89e3\u91ca\u5b83\u5728\u505a\u51b3\u5b9a\u65f6\u7684\u60f3\u6cd5\uff1a\u6211\u8f66\u9053\u91cc\u6709\u4e00\u8f86\u5e76\u6392\u505c\u653e\u7684\u8f66\u8f86\uff0c\u6211\u6b63\u7ed5\u8fc7\u5b83\u3002\u542c\u4ece\u6307\u4ee4\uff1a\u563f\uff0c\u6885\u8d5b\u5fb7\u65af\uff0c\u80fd\u5f00\u5feb\u70b9\u5417\uff1f\u5f53\u7136\uff0c\u6211\u4f1a\u52a0\u901f\u3002\u8fd9\u5c31\u662f\u7269\u7406AI\u548c\u673a\u5668\u4eba\u7684\u65f6\u4ee3\u3002<\/p>\n

\u5728\u5168\u7403\u5404\u5730\uff0c\u5f00\u53d1\u8005\u6b63\u5728\u5236\u9020\u5404\u79cd\u5404\u6837\u7684\u673a\u5668\u4eba\u3002\u4f46\u73b0\u5b9e\u4e16\u754c\u6781\u5176\u591a\u6837\u5316\uff0c\u4e0d\u53ef\u9884\u6d4b\uff0c\u5145\u6ee1\u8fb9\u7f18\u60c5\u51b5\u3002\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u6c38\u8fdc\u4e0d\u8db3\u4ee5\u8bad\u7ec3\u6bcf\u4e00\u4e2a\u573a\u666f\u3002\u6211\u4eec\u9700\u8981\u4eceAI\u548c\u4eff\u771f\u4e2d\u751f\u6210\u6570\u636e\u3002\u5bf9\u4e8e\u673a\u5668\u4eba\u6765\u8bf4\uff0c\u7b97\u529b\u5c31\u662f\u6570\u636e\u3002\u5f00\u53d1\u8005\u5728\u4e92\u8054\u7f51\u89c4\u6a21\u7684\u89c6\u9891\u548c\u4eba\u7c7b\u6f14\u793a\u4e0a\u9884\u8bad\u7ec3\u4e16\u754c\u57fa\u7840\u6a21\u578b\uff0c\u8bc4\u4f30\u6a21\u578b\u6027\u80fd\uff0c\u4e3a\u540e\u671f\u8bad\u7ec3\u505a\u51c6\u5907\u3002\u4f7f\u7528\u7ecf\u5178\u4eff\u771f\u548c\u795e\u7ecf\u4eff\u771f\uff0c\u4ed6\u4eec\u751f\u6210\u6d77\u91cf\u5408\u6210\u6570\u636e\uff0c\u5e76\u5927\u89c4\u6a21\u8bad\u7ec3\u7b56\u7565\u3002<\/p>\n

\u4e3a\u4e86\u52a0\u901f\u5f00\u53d1\u8005\uff0cNVIDIA\u6784\u5efa\u4e86\u5f00\u6e90\u7684Isaac Lab\uff0c\u7528\u4e8e\u673a\u5668\u4eba\u8bad\u7ec3\u3001\u8bc4\u4f30\u548c\u4eff\u771f\u3002Newton\uff0c\u7528\u4e8e\u53ef\u6269\u5c55\u4e14GPU\u52a0\u901f\u7684\u53ef\u5fae\u7269\u7406\u4eff\u771f\u3002Cosmos\u4e16\u754c\u6a21\u578b\uff0c\u7528\u4e8e\u795e\u7ecf\u4eff\u771f\uff0c\u8fd8\u6709GROOT\u5f00\u653e\u673a\u5668\u4eba\u57fa\u7840\u6a21\u578b\uff0c\u7528\u4e8e\u673a\u5668\u4eba\u63a8\u7406\u548c\u52a8\u4f5c\u751f\u6210\u3002\u6709\u4e86\u8db3\u591f\u7684\u7b97\u529b\uff0c\u5168\u7403\u5404\u5730\u7684\u5f00\u53d1\u8005\u6b63\u5728\u5f25\u5408\u7269\u7406AI\u7684\u6570\u636e\u9e3f\u6c9f\u3002<\/p>\n

ParatasAI\u5728NVIDIA Isaac Lab\u4e2d\u8bad\u7ec3\u4ed6\u4eec\u7684\u624b\u672f\u5ba4\u8f85\u52a9\u673a\u5668\u4eba\uff0c\u7528NVIDIA Cosmos\u4e16\u754c\u6a21\u578b\u500d\u589e\u4ed6\u4eec\u7684\u6570\u636e\u3002Skild AI\u4f7f\u7528Isaac Lab\u548cCosmos\u6765\u751f\u6210\u4ed6\u4eecSkild AI\u5927\u8111\u7684\u540e\u671f\u8bad\u7ec3\u6570\u636e\u3002\u4ed6\u4eec\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\u5728\u6570\u5343\u79cd\u53d8\u5316\u4e2d\u5f3a\u5316\u6a21\u578b\u3002Humanoid\u4f7f\u7528Isaac Lab\u8bad\u7ec3\u5168\u8eab\u63a7\u5236\u548c\u64cd\u4f5c\u7b56\u7565\u3002Hexagon Robotics\u4f7f\u7528Isaac Lab\u8fdb\u884c\u8bad\u7ec3\u548c\u6570\u636e\u751f\u6210\u3002\u5bcc\u58eb\u5eb7\u5728Isaac Lab\u4e2d\u5fae\u8c03GROOT\u6a21\u578b\uff0cNoble Machines\u4e5f\u662f\u5982\u6b64\u3002\u8fea\u58eb\u5c3c\u7814\u7a76\u516c\u53f8\u5728Newton\u548cIsaac Lab\u4e2d\u4f7f\u7528\u4ed6\u4eec\u7684Chamelo\u7269\u7406\u6a21\u62df\u5668\uff0c\u4e3a\u4ed6\u4eec\u5728\u6bcf\u4e2a\u5b87\u5b99\u4e2d\u7684\u89d2\u8272\u673a\u5668\u4eba\u8bad\u7ec3\u7b56\u7565\u3002<\/p>\n

\u5973\u58eb\u4eec\uff0c\u5148\u751f\u4eec\uff0c\u96ea\u5b9d\u6765\u4e86\uff01Newton\u6210\u529f\u4e86\uff01Omniverse\u6210\u529f\u4e86\uff01<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u4f60\u597d\u5417\uff1f<\/p>\n

\u96ea\u5b9d\uff1a\u89c1\u5230\u4f60\u6211\u771f\u9ad8\u5174\u3002<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u6211\u77e5\u9053\uff0c\u56e0\u4e3a\u662f\u6211\u7ed9\u4e86\u4f60\u7684\u7535\u8111\u3002<\/p>\n

\u96ea\u5b9d\uff1a\u90a3\u662f\u4ec0\u4e48\uff1f<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u5b83\u5728\u4f60\u7684\u809a\u5b50\u91cc\u3002<\/p>\n

\u96ea\u5b9d\uff1a\u90a3\u4f1a\u5f88\u68d2\u7684\u3002<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u4f60\u5728Omniverse\u91cc\u9762\u5b66\u4f1a\u8d70\u8def\u7684\u3002<\/p>\n

\u96ea\u5b9d\uff1a\u6211\u559c\u6b22\u8d70\u8def\u3002\u8fd9\u6bd4\u5750\u5728\u9a6f\u9e7f\u4e0a\u4ef0\u671b\u7f8e\u4e3d\u5929\u7a7a\u597d\u591a\u4e86\u3002<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u8fd9\u8981\u5f52\u529f\u4e8e\u7269\u7406\uff0c\u4f7f\u7528\u4e86\u8fd9\u4e2a\u8fd0\u884c\u5728NVIDIA Warp\u4e4b\u4e0a\u7684Newton\u6c42\u89e3\u5668\uff0c\u6211\u4eec\u4e0e\u8fea\u58eb\u5c3c\u548cGoogle DeepMind\u5171\u540c\u5f00\u53d1\uff0c\u4f7f\u4f60\u80fd\u591f\u9002\u5e94\u7269\u7406\u4e16\u754c\uff0c\u8ba9\u4f60\u53d8\u5f97\u66f4\u806a\u660e\u3002<\/p>\n

\u96ea\u5b9d\uff1a\u6211\u662f\u4e2a\u96ea\u4eba\uff0c\u4e0d\u662f\u5b66\u8005\u3002<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u4f60\u4eec\u80fd\u60f3\u8c61\u5417\uff1f\u672a\u6765\u7684\u8fea\u58eb\u5c3c\u4e50\u56ed\u3002\u6240\u6709\u8fd9\u4e9b\u673a\u5668\u4eba\uff0c\u6240\u6709\u89d2\u8272\u5230\u5904\u95f2\u901b\u3002\u6211\u5f97\u627f\u8ba4\uff0c\u6211\u4ee5\u4e3a\u4f60\u4f1a\u66f4\u9ad8\u4e00\u70b9\u3002\u8bf4\u5b9e\u8bdd\uff0c\u6211\u4ece\u6ca1\u89c1\u8fc7\u8fd9\u4e48\u77ee\u7684\u96ea\u4eba\u3002\u8ddf\u4f60\u8bf4\uff0c\u4f60\u60f3\u5e2e\u6211\u4e2a\u5fd9\u5417\uff1f<\/p>\n

\u96ea\u5b9d\uff1a\u597d\u6781\u4e86\u3002<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u901a\u5e38\u6211\u4f1a\u5728\u7ed3\u675f\u4e3b\u9898\u6f14\u8bb2\u65f6\u603b\u7ed3\u6211\u544a\u8bc9\u8fc7\u5404\u4f4d\u7684\u5185\u5bb9\u3002\u6211\u4eec\u8c08\u4e86\u63a8\u7406\u548c\u8f6c\u6298\u70b9\uff0c\u8c08\u4e86\u4eba\u5de5\u667a\u80fd<\/a>\u5de5\u5382\uff0c\u8c08\u4e86\u6b63\u5728\u53d1\u751f\u7684Open Claw\u667a\u80fd\u4f53\u9769\u547d\uff0c\u5f53\u7136\u8fd8\u6709\u7269\u7406\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u4eba\u3002\u4f46\u542c\u6211\u8bf4\uff0c\u6211\u4eec\u4e3a\u4ec0\u4e48\u4e0d\u8bf7\u4e9b\u670b\u53cb\u6765\u5e2e\u6211\u4eec\u6536\u5c3e\u5462\uff1f<\/p>\n

\u96ea\u5b9d\uff1a\u5f53\u7136\u53ef\u4ee5\u3002\uff08\u673a\u5668\u4eba\u6f14\u793a\u89c6\u9891\uff09<\/p>\n

\u9ec4\u4ec1\u52cb\uff1a\u597d\u7684\uff0c\u795d\u5927\u5bb6\u5ea6\u8fc7\u4e00\u4e2a\u6109\u5feb\u7684GTC\u3002\u8c22\u8c22\u5927\u5bb6\u3002<\/p>\n<\/p>\n

(\u6765\u6e90\uff1a\u7f51\u6613\u79d1\u6280) <\/p>\n

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

\u51fa\u54c1 | \u7f51\u6613\u667a\u80fd \u4f5c\u8005 | \u5c0f\u5c0f \u7f16\u8f91 | \u738b\u51e4\u679d 3\u670816\u65e5\uff0c\u52a0\u5dde\u5723\u4f55\u585e\uff0c\u903e\u4e00\u4e07\u516b\u5343\u540d\u542c\u4f17\u89c1\u8bc1\u4e86\u82f1\u4f1f\u8fbe\u5e74\u5ea6 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,271,378,223,62,148,178,280,93,241,103,277,113,296,321,157,88,29,339,238,188,53,192,156],"views":56,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/747541"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=747541"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/747541\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=747541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=747541"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=747541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}