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01 \u65b0\u7684\u8ba1\u7b97\u65f6\u4ee3\u6b63\u5728\u5f00\u59cb<\/strong><\/p>\n\n\n\n

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\"\"<\/p>\n\n\n\n

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\"\"<\/p>\n\n\n\n

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\n

Pair of Bricks\u662f\u6211\u4eec\u5f15\u4ee5\u4e3a\u50b2\u7684\u57fa\u56e0\u6d4b\u5e8f\u5e93\uff0c\u5b83\u62e5\u6709\u4e16\u754c\u9886\u5148\u7684\u57fa\u56e0\u6d4b\u5e8f\u541e\u5410\u91cf\u3002\u800cCo OPT\u5219\u662f\u4e00\u4e2a\u4ee4\u4eba\u77a9\u76ee\u7684\u7ec4\u5408\u4f18\u5316\u5e93\uff0c\u80fd\u591f\u89e3\u51b3\u8def\u7ebf\u89c4\u5212\u3001\u4f18\u5316\u884c\u7a0b\u3001\u65c5\u884c\u793e\u95ee\u9898\u7b49\u590d\u6742\u96be\u9898\u3002\u4eba\u4eec\u666e\u904d\u8ba4\u4e3a\uff0c\u8fd9\u4e9b\u95ee\u9898\u9700\u8981\u91cf\u5b50\u8ba1\u7b97\u673a\u624d\u80fd\u89e3\u51b3\uff0c\u4f46\u6211\u4eec\u5374\u901a\u8fc7\u52a0\u901f\u8ba1\u7b97\u6280\u672f\uff0c\u521b\u9020\u4e86\u4e00\u4e2a\u8fd0\u884c\u6781\u5feb\u7684\u7b97\u6cd5\uff0c\u6210\u529f\u6253\u7834\u4e8623\u9879\u4e16\u754c\u7eaa\u5f55\uff0c\u81f3\u4eca\u6211\u4eec\u4ecd\u4fdd\u6301\u7740\u6bcf\u4e00\u4e2a\u4e3b\u8981\u7684\u4e16\u754c\u7eaa\u5f55\u3002<\/p>\n<\/blockquote>\n\n\n\n

Coup Quantum\u662f\u6211\u4eec\u5f00\u53d1\u7684\u91cf\u5b50\u8ba1\u7b97\u673a\u4eff\u771f\u7cfb\u7edf\u3002\u5bf9\u4e8e\u60f3\u8981\u8bbe\u8ba1\u91cf\u5b50\u8ba1\u7b97\u673a\u6216\u91cf\u5b50\u7b97\u6cd5\u7684\u7814\u7a76\u4eba\u5458\u6765\u8bf4\uff0c\u4e00\u4e2a\u53ef\u9760\u7684\u6a21\u62df\u5668\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u5728\u6ca1\u6709\u5b9e\u9645\u91cf\u5b50\u8ba1\u7b97\u673a\u7684\u60c5\u51b5\u4e0b\uff0c\u82f1\u4f1f\u8fbeCUDA\u2014\u2014\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e16\u754c\u4e0a\u6700\u5feb\u7684\u8ba1\u7b97\u673a\u2014\u2014\u6210\u4e3a\u4e86\u4ed6\u4eec\u7684\u9996\u9009\u5de5\u5177\u3002\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6a21\u62df\u5668\uff0c\u80fd\u591f\u6a21\u62df\u91cf\u5b50\u8ba1\u7b97\u673a\u7684\u8fd0\u884c\uff0c\u5e2e\u52a9\u7814\u7a76\u4eba\u5458\u5728\u91cf\u5b50\u8ba1\u7b97\u9886\u57df\u53d6\u5f97\u7a81\u7834\u3002\u8fd9\u4e2a\u6a21\u62df\u5668\u5df2\u7ecf\u88ab\u5168\u7403\u6570\u5341\u4e07\u7814\u7a76\u4eba\u5458\u5e7f\u6cdb\u4f7f\u7528\uff0c\u5e76\u88ab\u96c6\u6210\u5230\u6240\u6709\u9886\u5148\u7684\u91cf\u5b50\u8ba1\u7b97\u6846\u67b6\u4e2d\uff0c\u4e3a\u4e16\u754c\u5404\u5730\u7684\u79d1\u5b66\u8d85\u7ea7\u8ba1\u7b97\u673a\u4e2d\u5fc3\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002<\/mark><\/p>\n\n\n\n

\u6b64\u5916\uff0c\u6211\u4eec\u8fd8\u63a8\u51fa\u4e86\u6570\u636e\u5904\u7406\u5e93Kudieff\uff0c\u4e13\u95e8\u7528\u4e8e\u52a0\u901f\u6570\u636e\u5904\u7406\u8fc7\u7a0b\u3002\u6570\u636e\u5904\u7406\u5360\u636e\u4e86\u5f53\u4eca\u4e91\u652f\u51fa\u7684\u7edd\u5927\u90e8\u5206\uff0c\u56e0\u6b64\u52a0\u901f\u6570\u636e\u5904\u7406\u5bf9\u4e8e\u8282\u7701\u6210\u672c\u81f3\u5173\u91cd\u8981\u3002QDF\u662f\u6211\u4eec\u5f00\u53d1\u7684\u52a0\u901f\u5de5\u5177\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u4e16\u754c\u4e0a\u4e3b\u8981\u6570\u636e\u5904\u7406\u5e93\u7684\u6027\u80fd\uff0c\u5982Spark\u3001Pandas\u3001Polar\u4ee5\u53caNetworkX\u7b49\u56fe\u5904\u7406\u6570\u636e\u5e93\u3002<\/mark><\/p>\n\n\n\n

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03 CUDA\u5b9e\u73b0\u826f\u6027\u5faa\u73af<\/strong><\/p>\n\n\n\n

CUDA\u5df2\u7ecf\u8fbe\u5230\u4e86\u4e00\u4e2a\u4eba\u4eec\u6240\u79f0\u7684\u4e34\u754c\u70b9\uff0c\u4f46\u73b0\u5b9e\u60c5\u51b5\u6bd4\u8fd9\u8981\u597d\u3002CUDA\u5df2\u7ecf\u5b9e\u73b0\u4e00\u4e2a\u826f\u6027\u7684\u53d1\u5c55\u5faa\u73af\u3002\u56de\u987e\u5386\u53f2\u548c\u5404\u79cd\u8ba1\u7b97\u67b6\u6784\u3001\u5e73\u53f0\u7684\u53d1\u5c55\uff0c\u6211\u4eec\u53ef\u4ee5\u53d1\u73b0\u8fd9\u6837\u7684\u5faa\u73af\u5e76\u4e0d\u5e38\u89c1\u3002\u4ee5\u5fae\u5904\u7406\u5668CPU\u4e3a\u4f8b\uff0c\u5b83\u5df2\u7ecf\u5b58\u5728\u4e8660\u5e74\uff0c\u4f46\u5176\u52a0\u901f\u8ba1\u7b97\u7684\u65b9\u5f0f\u5728\u8fd9\u6f2b\u957f\u7684\u5c81\u6708\u91cc\u5e76\u672a\u53d1\u751f\u6839\u672c\u6027\u6539\u53d8\u3002<\/mark><\/p>\n\n\n\n

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\n

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04 AI\u8d85\u7b97\u7684\u5d1b\u8d77\uff0c\u8d77\u521d\u5e76\u4e0d\u88ab\u8ba4\u540c<\/strong><\/p>\n\n\n\n

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\"\"<\/p>\n\n\n\n

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\u8fd9\u786e\u5b9e\u4ee4\u4eba\u89c9\u5f97\u4e0d\u53ef\u601d\u8bae\u3002ACE\uff08Avatar Cloud Engine\uff0c\u82f1\u4f1f\u8fbe\u6570\u5b57\u4eba\u6280\u672f\uff09\u4e0d\u4ec5\u80fd\u5728\u4e91\u7aef\u9ad8\u6548\u8fd0\u884c\uff0c\u540c\u65f6\u4e5f\u517c\u5bb9PC\u73af\u5883\u3002\u6211\u4eec\u524d\u77bb\u6027\u5730\u5c06Tensor Core GPU\u96c6\u6210\u5230\u6240\u6709RTX\u7cfb\u5217\u4e2d\uff0c\u8fd9\u6807\u5fd7\u7740\u4eba\u5de5\u667a\u80fdGPU\u7684\u65f6\u4ee3\u5df2\u7ecf\u5230\u6765\uff0c\u6211\u4eec\u4e3a\u6b64\u505a\u597d\u4e86\u5145\u5206\u51c6\u5907\u3002<\/p>\n\n\n\n

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07 Blackwell\u5168\u9762\u6295\u4ea7\u516b\u5e74\u95f4\u7b97\u529b\u589e\u957f1000\u500d<\/strong><\/p>\n\n\n\n

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Grace CPU\u7684\u7528\u9014\u5e7f\u6cdb\uff0c\u4e0d\u4ec5\u9002\u7528\u4e8e\u8bad\u7ec3\u573a\u666f\uff0c\u8fd8\u5728\u63a8\u7406\u548c\u751f\u6210\u8fc7\u7a0b\u4e2d\u53d1\u6325\u5173\u952e\u4f5c\u7528\uff0c\u5982\u5feb\u901f\u68c0\u67e5\u70b9\u548c\u91cd\u542f\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u80fd\u5b58\u50a8\u4e0a\u4e0b\u6587\uff0c\u8ba9\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u62e5\u6709\u8bb0\u5fc6\uff0c\u5e76\u80fd\u7406\u89e3\u7528\u6237\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\uff0c\u8fd9\u5bf9\u4e8e\u589e\u5f3a\u4ea4\u4e92\u7684\u8fde\u7eed\u6027\u548c\u6d41\u7545\u6027\u81f3\u5173\u91cd\u8981\u3002<\/mark><\/p>\n\n\n\n

\u6211\u4eec\u63a8\u51fa\u7684\u7b2c\u4e8c\u4ee3Transformer\u5f15\u64ce\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u8ba1\u7b97\u6548\u7387\u3002\u8fd9\u6b3e\u5f15\u64ce\u80fd\u591f\u6839\u636e\u8ba1\u7b97\u5c42\u7684\u7cbe\u5ea6\u548c\u8303\u56f4\u9700\u6c42\uff0c\u52a8\u6001\u8c03\u6574\u81f3\u8f83\u4f4e\u7684\u7cbe\u5ea6\uff0c\u4ece\u800c\u5728\u4fdd\u6301\u6027\u80fd\u7684\u540c\u65f6\u964d\u4f4e\u80fd\u8017\u3002\u540c\u65f6\uff0cBlackwell GPU\u8fd8\u5177\u5907\u5b89\u5168\u4eba\u5de5\u667a\u80fd\u529f\u80fd\uff0c\u786e\u4fdd\u7528\u6237\u80fd\u591f\u8981\u6c42\u670d\u52a1\u63d0\u4f9b\u5546\u4fdd\u62a4\u5176\u514d\u53d7\u76d7\u7a83\u6216\u7be1\u6539\u3002<\/mark><\/p>\n\n\n\n

\u5728GPU\u7684\u4e92\u8054\u65b9\u9762\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u7b2c\u4e94\u4ee3NV Link\u6280\u672f\uff0c\u5b83\u5141\u8bb8\u6211\u4eec\u8f7b\u677e\u8fde\u63a5\u591a\u4e2aGPU\u3002\u6b64\u5916\uff0cBlackwell GPU\u8fd8\u914d\u5907\u4e86\u7b2c\u4e00\u4ee3\u53ef\u9760\u6027\u548c\u53ef\u7528\u6027\u5f15\u64ce\uff08Ras\u7cfb\u7edf\uff09\uff0c\u8fd9\u4e00\u521b\u65b0\u6280\u672f\u80fd\u591f\u6d4b\u8bd5\u82af\u7247\u4e0a\u7684\u6bcf\u4e00\u4e2a\u6676\u4f53\u7ba1\u3001\u89e6\u53d1\u5668\u3001\u5185\u5b58\u4ee5\u53ca\u7247\u5916\u5185\u5b58\uff0c\u786e\u4fdd\u6211\u4eec\u5728\u73b0\u573a\u5c31\u80fd\u51c6\u786e\u5224\u65ad\u7279\u5b9a\u82af\u7247\u662f\u5426\u8fbe\u5230\u4e86\u5e73\u5747\u6545\u969c\u95f4\u9694\u65f6\u95f4\uff08MTBF\uff09\u7684\u6807\u51c6\u3002<\/mark><\/p>\n\n\n\n

\u5bf9\u4e8e\u5927\u578b\u8d85\u7ea7\u8ba1\u7b97\u673a\u6765\u8bf4\uff0c\u53ef\u9760\u6027\u5c24\u4e3a\u5173\u952e\u3002\u62e5\u670910,000\u4e2aGPU\u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\u7684\u5e73\u5747\u6545\u969c\u95f4\u9694\u65f6\u95f4\u53ef\u80fd\u4ee5\u5c0f\u65f6\u4e3a\u5355\u4f4d\uff0c\u4f46\u5f53GPU\u6570\u91cf\u589e\u52a0\u81f3100,000\u4e2a\u65f6\uff0c\u5e73\u5747\u6545\u969c\u95f4\u9694\u65f6\u95f4\u5c06\u7f29\u77ed\u81f3\u4ee5\u5206\u949f\u4e3a\u5355\u4f4d\u3002\u56e0\u6b64\uff0c\u4e3a\u4e86\u786e\u4fdd\u8d85\u7ea7\u8ba1\u7b97\u673a\u80fd\u591f\u957f\u65f6\u95f4\u7a33\u5b9a\u8fd0\u884c\uff0c\u4ee5\u8bad\u7ec3\u90a3\u4e9b\u53ef\u80fd\u9700\u8981\u6570\u4e2a\u6708\u65f6\u95f4\u7684\u590d\u6742\u6a21\u578b\uff0c\u6211\u4eec\u5fc5\u987b\u901a\u8fc7\u6280\u672f\u521b\u65b0\u6765\u63d0\u9ad8\u53ef\u9760\u6027\u3002\u800c\u53ef\u9760\u6027\u7684\u63d0\u5347\u4e0d\u4ec5\u80fd\u591f\u589e\u52a0\u7cfb\u7edf\u7684\u6b63\u5e38\u8fd0\u884c\u65f6\u95f4\uff0c\u8fd8\u80fd\u6709\u6548\u964d\u4f4e\u6210\u672c\u3002<\/mark><\/p>\n\n\n\n

\u6700\u540e\uff0c\u6211\u4eec\u8fd8\u5728Blackwell GPU\u4e2d\u96c6\u6210\u4e86\u5148\u8fdb\u7684\u89e3\u538b\u7f29\u5f15\u64ce\u3002\u5728\u6570\u636e\u5904\u7406\u65b9\u9762\uff0c\u89e3\u538b\u7f29\u901f\u5ea6\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u96c6\u6210\u8fd9\u4e00\u5f15\u64ce\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u5b58\u50a8\u4e2d\u62c9\u53d6\u6570\u636e\u7684\u901f\u5ea6\u6bd4\u73b0\u6709\u6280\u672f\u5feb20\u500d\uff0c\u4ece\u800c\u6781\u5927\u5730\u63d0\u5347\u4e86\u6570\u636e\u5904\u7406\u6548\u7387\u3002<\/mark><\/p>\n\n\n\n

Blackwell GPU\u7684\u4e0a\u8ff0\u529f\u80fd\u7279\u6027\u4f7f\u5176\u6210\u4e3a\u4e00\u6b3e\u4ee4\u4eba\u77a9\u76ee\u7684\u4ea7\u54c1\u3002\u5728\u4e4b\u524d\u7684GTC\u5927\u4f1a\u4e0a\uff0c\u6211\u66fe\u5411\u5927\u5bb6\u5c55\u793a\u4e86\u5904\u4e8e\u539f\u578b\u72b6\u6001\u7684Blackwell\u3002\u800c\u73b0\u5728\uff0c\u6211\u4eec\u5f88\u9ad8\u5174\u5730\u5ba3\u5e03\uff0c\u8fd9\u6b3e\u4ea7\u54c1\u5df2\u7ecf\u6295\u5165\u751f\u4ea7\u3002<\/mark>

\"\"<\/p>\n\n\n\n

\u5404\u4f4d\uff0c\u8fd9\u5c31\u662fBlackwell\uff0c\u4f7f\u7528\u4e86\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u7684\u6280\u672f\u3002\u8fd9\u662f\u6211\u4eec\u7684\u6770\u4f5c\uff0c\u662f\u5f53\u4eca\u4e16\u754c\u4e0a\u6700\u590d\u6742\u3001\u6027\u80fd\u6700\u9ad8\u7684\u8ba1\u7b97\u673a\u3002\u5176\u4e2d\uff0c\u6211\u4eec\u7279\u522b\u8981\u63d0\u5230\u7684\u662fGrace CPU\uff0c\u5b83\u627f\u8f7d\u4e86\u5de8\u5927\u7684\u8ba1\u7b97\u80fd\u529b\u3002\u8bf7\u770b\uff0c\u8fd9\u4e24\u4e2aBlackwell\u82af\u7247\uff0c\u5b83\u4eec\u7d27\u5bc6\u76f8\u8fde\u3002\u4f60\u6ce8\u610f\u5230\u4e86\u5417\uff1f\u8fd9\u5c31\u662f\u4e16\u754c\u4e0a\u6700\u5927\u7684\u82af\u7247\uff0c\u800c\u6211\u4eec\u4f7f\u7528\u6bcf\u79d2\u9ad8\u8fbeA10TB\u7684\u94fe\u63a5\u5c06\u4e24\u7247\u8fd9\u6837\u7684\u82af\u7247\u878d\u4e3a\u4e00\u4f53\u3002<\/mark><\/p>\n\n\n\n

\u90a3\u4e48\uff0cBlackwell\u7a76\u7adf\u662f\u4ec0\u4e48\u5462\uff1f\u5b83\u7684\u6027\u80fd\u4e4b\u5f3a\u5927\uff0c\u7b80\u76f4\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002\u8bf7\u4ed4\u7ec6\u89c2\u5bdf\u8fd9\u4e9b\u6570\u636e\u3002\u5728\u77ed\u77ed\u516b\u5e74\u5185\uff0c\u6211\u4eec\u7684\u8ba1\u7b97\u80fd\u529b\u3001\u6d6e\u70b9\u8fd0\u7b97\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u6d6e\u70b9\u8fd0\u7b97\u80fd\u529b\u589e\u957f\u4e861000\u500d\u3002\u8fd9\u901f\u5ea6\uff0c\u51e0\u4e4e\u8d85\u8d8a\u4e86\u6469\u5c14\u5b9a\u5f8b\u5728\u6700\u4f73\u65f6\u671f\u7684\u589e\u957f\u3002<\/p>\n\n\n\n

Blackwell\u8ba1\u7b97\u80fd\u529b\u7684\u589e\u957f\u7b80\u76f4\u60ca\u4eba\u3002\u800c\u66f4\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u6bcf\u5f53\u6211\u4eec\u7684\u8ba1\u7b97\u80fd\u529b\u63d0\u9ad8\u65f6\uff0c\u6210\u672c\u5374\u5728\u4e0d\u65ad\u4e0b\u964d\u3002\u8ba9\u6211\u7ed9\u4f60\u4eec\u5c55\u793a\u4e00\u4e0b\u3002\u6211\u4eec\u901a\u8fc7\u63d0\u5347\u8ba1\u7b97\u80fd\u529b\uff0c\u7528\u4e8e\u8bad\u7ec3GPT-4\u6a21\u578b\uff082\u4e07\u4ebf\u53c2\u6570\u548c8\u4e07\u4ebfToken\uff09\u7684\u80fd\u91cf\u4e0b\u964d\u4e86350\u500d\u3002<\/mark><\/p>\n\n\n\n

\u60f3\u8c61\u4e00\u4e0b\uff0c\u5982\u679c\u4f7f\u7528Pascal\u8fdb\u884c\u540c\u6837\u7684\u8bad\u7ec3\uff0c\u5b83\u5c06\u6d88\u8017\u9ad8\u8fbe1000\u5409\u74e6\u65f6\u7684\u80fd\u91cf\u3002\u8fd9\u610f\u5473\u7740\u9700\u8981\u4e00\u4e2a\u5409\u74e6\u6570\u636e\u4e2d\u5fc3\u6765\u652f\u6301\uff0c\u4f46\u4e16\u754c\u4e0a\u5e76\u4e0d\u5b58\u5728\u8fd9\u6837\u7684\u6570\u636e\u4e2d\u5fc3\u3002\u5373\u4fbf\u5b58\u5728\uff0c\u5b83\u4e5f\u9700\u8981\u8fde\u7eed\u8fd0\u884c\u4e00\u4e2a\u6708\u7684\u65f6\u95f4\u3002\u800c\u5982\u679c\u662f\u4e00\u4e2a100\u5146\u74e6\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u90a3\u4e48\u8bad\u7ec3\u65f6\u95f4\u5c06\u957f\u8fbe\u4e00\u5e74\u3002<\/mark><\/p>\n\n\n\n

\u663e\u7136\uff0c\u6ca1\u6709\u4eba\u613f\u610f\u6216\u80fd\u591f\u521b\u9020\u8fd9\u6837\u7684\u6570\u636e\u4e2d\u5fc3\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u516b\u5e74\u524d\uff0c\u50cfChatGPT\u8fd9\u6837\u7684\u5927\u8bed\u8a00\u6a21\u578b\u5bf9\u6211\u4eec\u6765\u8bf4\u8fd8\u662f\u9065\u4e0d\u53ef\u53ca\u7684\u68a6\u60f3\u3002\u4f46\u5982\u4eca\uff0c\u6211\u4eec\u901a\u8fc7\u63d0\u5347\u6027\u80fd\u5e76\u964d\u4f4e\u80fd\u8017\u5b9e\u73b0\u4e86\u8fd9\u4e00\u76ee\u6807\u3002<\/mark><\/p>\n\n\n\n

\u6211\u4eec\u5229\u7528Blackwell\u5c06\u539f\u672c\u9700\u8981\u9ad8\u8fbe1000\u5409\u74e6\u65f6\u7684\u80fd\u91cf\u964d\u4f4e\u5230\u4ec5\u97003\u5409\u74e6\u65f6\uff0c\u8fd9\u4e00\u6210\u5c31\u65e0\u7591\u662f\u4ee4\u4eba\u9707\u60ca\u7684\u7a81\u7834\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f7f\u75281000\u4e2aGPU\uff0c\u5b83\u4eec\u6240\u6d88\u8017\u7684\u80fd\u91cf\u7adf\u7136\u53ea\u76f8\u5f53\u4e8e\u4e00\u676f\u5496\u5561\u7684\u70ed\u91cf\u3002\u800c10,000\u4e2aGPU\uff0c\u66f4\u662f\u53ea\u9700\u77ed\u77ed10\u5929\u5de6\u53f3\u7684\u65f6\u95f4\u5c31\u80fd\u5b8c\u6210\u540c\u7b49\u4efb\u52a1\u3002\u516b\u5e74\u95f4\u53d6\u5f97\u7684\u8fd9\u4e9b\u8fdb\u6b65\uff0c\u7b80\u76f4\u4ee4\u4eba\u96be\u4ee5\u7f6e\u4fe1\u3002<\/mark><\/p>\n\n\n\n

Blackwell\u4e0d\u4ec5\u9002\u7528\u4e8e\u63a8\u7406\uff0c\u5176\u5728Token\u751f\u6210\u6027\u80fd\u4e0a\u7684\u63d0\u5347\u66f4\u662f\u4ee4\u4eba\u77a9\u76ee\u3002\u5728Pascal\u65f6\u4ee3\uff0c\u6bcf\u4e2aToken\u6d88\u8017\u7684\u80fd\u91cf\u9ad8\u8fbe17,000\u7126\u8033\uff0c\u8fd9\u5927\u7ea6\u76f8\u5f53\u4e8e\u4e24\u4e2a\u706f\u6ce1\u8fd0\u884c\u4e24\u5929\u7684\u80fd\u91cf\u3002\u800c\u751f\u6210\u4e00\u4e2aGPT-4\u7684Token\uff0c\u51e0\u4e4e\u9700\u8981\u4e24\u4e2a200\u74e6\u7279\u7684\u706f\u6ce1\u6301\u7eed\u8fd0\u884c\u4e24\u5929\u3002\u8003\u8651\u5230\u751f\u6210\u4e00\u4e2a\u5355\u8bcd\u5927\u7ea6\u9700\u89813\u4e2aToken\uff0c\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u80fd\u91cf\u6d88\u8017\u3002<\/mark><\/p>\n\n\n\n

\u7136\u800c\uff0c\u73b0\u5728\u7684\u60c5\u51b5\u5df2\u7ecf\u622a\u7136\u4e0d\u540c\u3002Blackwell\u4f7f\u5f97\u751f\u6210\u6bcf\u4e2aToken\u53ea\u9700\u6d88\u80170.4\u7126\u8033\u7684\u80fd\u91cf\uff0c\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u548c\u6781\u4f4e\u7684\u80fd\u8017\u8fdb\u884cToken\u751f\u6210\u3002\u8fd9\u65e0\u7591\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u98de\u8dc3\u3002\u4f46\u5373\u4f7f\u5982\u6b64\uff0c\u6211\u4eec\u4ecd\u4e0d\u6ee1\u8db3\u3002\u4e3a\u4e86\u66f4\u5927\u7684\u7a81\u7834\uff0c\u6211\u4eec\u5fc5\u987b\u5efa\u9020\u66f4\u5f3a\u5927\u7684\u673a\u5668\u3002<\/mark><\/p>\n\n\n\n

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Blackwell\u7684\u6210\u529f\u3001\u5e7f\u6cdb\u7684\u91c7\u7528\u4ee5\u53ca\u884c\u4e1a\u5bf9\u5176\u7684\u70ed\u60c5\u90fd\u8fbe\u5230\u4e86\u524d\u6240\u672a\u6709\u7684\u9ad8\u5ea6\uff0c\u8fd9\u8ba9\u6211\u4eec\u6df1\u611f\u6b23\u6170\uff0c\u5e76\u5728\u6b64\u5411\u5927\u5bb6\u8868\u793a\u8877\u5fc3\u7684\u611f\u8c22\u3002\u7136\u800c\uff0c\u6211\u4eec\u7684\u811a\u6b65\u4e0d\u4f1a\u56e0\u6b64\u800c\u505c\u6b47\u3002\u5728\u8fd9\u4e2a\u98de\u901f\u53d1\u5c55\u7684\u65f6\u4ee3\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u52aa\u529b\u63d0\u5347\u4ea7\u54c1\u6027\u80fd\uff0c\u964d\u4f4e\u57f9\u8bad\u548c\u63a8\u7406\u7684\u6210\u672c\uff0c\u540c\u65f6\u4e0d\u65ad\u6269\u5c55\u4eba\u5de5\u667a\u80fd\u7684\u80fd\u529b\uff0c\u4f7f\u6bcf\u4e00\u5bb6\u4f01\u4e1a\u90fd\u80fd\u4ece\u4e2d\u53d7\u76ca\u3002\u6211\u4eec\u575a\u4fe1\uff0c\u968f\u7740\u6027\u80fd\u7684\u63d0\u5347\uff0c\u6210\u672c\u5c06\u8fdb\u4e00\u6b65\u964d\u4f4e\u3002\u800cHopper\u5e73\u53f0\uff0c\u65e0\u7591\u53ef\u80fd\u662f\u5386\u53f2\u4e0a\u6700\u6210\u529f\u7684\u6570\u636e\u4e2d\u5fc3\u5904\u7406\u5668\u3002<\/mark>

09 Blackwell Ultra\u5c06\u4e8e\u660e\u5e74\u53d1\u5e03\u4e0b\u4e00\u4ee3\u5e73\u53f0\u540d\u4e3aRubin<\/strong><\/p>\n\n\n\n

\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u9707\u64bc\u4eba\u5fc3\u7684\u6210\u529f\u6545\u4e8b\u3002Blackwell\u5e73\u53f0\u7684\u8bde\u751f\uff0c\u6b63\u5982\u5927\u5bb6\u6240\u89c1\uff0c\u5e76\u975e\u5355\u4e00\u7ec4\u4ef6\u7684\u5806\u780c\uff0c\u800c\u662f\u4e00\u4e2a\u7efc\u5408\u4e86CPU\u3001GPU\u3001NVLink\u3001NICK\uff08\u7279\u5b9a\u6280\u672f\u7ec4\u4ef6\uff09\u4ee5\u53caNVLink\u4ea4\u6362\u673a\u7b49\u591a\u4e2a\u5143\u7d20\u7684\u5b8c\u6574\u7cfb\u7edf\u3002\u6211\u4eec\u81f4\u529b\u4e8e\u901a\u8fc7\u6bcf\u4ee3\u4ea7\u54c1\u4f7f\u7528\u5927\u578b\u3001\u8d85\u9ad8\u901f\u7684\u4ea4\u6362\u673a\u5c06\u6240\u6709GPU\u7d27\u5bc6\u8fde\u63a5\uff0c\u5f62\u6210\u4e00\u4e2a\u5e9e\u5927\u4e14\u9ad8\u6548\u7684\u8ba1\u7b97\u57df\u3002<\/mark><\/p>\n\n\n\n

\u6211\u4eec\u5c06\u6574\u4e2a\u5e73\u53f0\u96c6\u6210\u5230\u4eba\u5de5\u667a\u80fd\u5de5\u5382\u4e2d\uff0c\u4f46\u66f4\u4e3a\u5173\u952e\u7684\u662f\uff0c\u6211\u4eec\u5c06\u8fd9\u4e00\u5e73\u53f0\u4ee5\u6a21\u5757\u5316\u7684\u5f62\u5f0f\u63d0\u4f9b\u7ed9\u5168\u7403\u5ba2\u6237\u3002\u8fd9\u6837\u505a\u7684\u521d\u8877\u5728\u4e8e\uff0c\u6211\u4eec\u671f\u671b\u6bcf\u4e00\u4f4d\u5408\u4f5c\u4f19\u4f34\u90fd\u80fd\u6839\u636e\u81ea\u8eab\u7684\u9700\u6c42\uff0c\u521b\u9020\u51fa\u72ec\u7279\u4e14\u5bcc\u6709\u521b\u65b0\u6027\u7684\u914d\u7f6e\uff0c\u4ee5\u9002\u5e94\u4e0d\u540c\u98ce\u683c\u7684\u6570\u636e\u4e2d\u5fc3\u3001\u4e0d\u540c\u7684\u5ba2\u6237\u7fa4\u4f53\u548c\u591a\u6837\u5316\u7684\u5e94\u7528\u573a\u666f\u3002\u4ece\u8fb9\u7f18\u8ba1\u7b97\u5230\u7535\u4fe1\u9886\u57df\uff0c\u53ea\u8981\u7cfb\u7edf\u4fdd\u6301\u5f00\u653e\uff0c\u5404\u79cd\u521b\u65b0\u90fd\u5c06\u6210\u4e3a\u53ef\u80fd\u3002<\/mark><\/p>\n\n\n\n

\u4e3a\u4e86\u8ba9\u4f60\u4eec\u80fd\u591f\u81ea\u7531\u521b\u65b0\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u4e00\u4f53\u5316\u7684\u5e73\u53f0\uff0c\u4f46\u540c\u65f6\u53c8\u4ee5\u5206\u89e3\u7684\u5f62\u5f0f\u63d0\u4f9b\u7ed9\u4f60\u4eec\uff0c\u4f7f\u4f60\u4eec\u80fd\u591f\u8f7b\u677e\u6784\u5efa\u6a21\u5757\u5316\u7cfb\u7edf\u3002\u73b0\u5728\uff0cBlackwell\u5e73\u53f0\u5df2\u7ecf\u5168\u9762\u767b\u573a\u3002<\/mark><\/p>\n\n\n\n

\u82f1\u4f1f\u8fbe\u59cb\u7ec8\u575a\u6301\u6bcf\u5e74\u4e00\u6b21\u7684\u66f4\u65b0\u8282\u594f\u3002\u6211\u4eec\u7684\u6838\u5fc3\u7406\u5ff5\u975e\u5e38\u660e\u786e\uff1a1\uff09\u6784\u5efa\u8986\u76d6\u6574\u4e2a\u6570\u636e\u4e2d\u5fc3\u89c4\u6a21\u7684\u89e3\u51b3\u65b9\u6848\uff1b2\uff09\u5c06\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u5206\u89e3\u4e3a\u5404\u4e2a\u90e8\u4ef6\uff0c\u4ee5\u6bcf\u5e74\u4e00\u6b21\u7684\u9891\u7387\u5411\u5168\u7403\u5ba2\u6237\u63a8\u51fa\uff1b3\uff09\u6211\u4eec\u4e0d\u9057\u4f59\u529b\u5730\u5c06\u6240\u6709\u6280\u672f\u63a8\u5411\u6781\u9650\uff0c\u65e0\u8bba\u662f\u53f0\u79ef\u7535\u7684\u5de5\u827a\u6280\u672f\u3001\u5c01\u88c5\u6280\u672f\u3001\u5185\u5b58\u6280\u672f\uff0c\u8fd8\u662f\u5149\u5b66\u6280\u672f\u7b49\uff0c\u6211\u4eec\u90fd\u8ffd\u6c42\u6781\u81f4\u7684\u6027\u80fd\u8868\u73b0\u3002<\/p>\n\n\n\n

\u5728\u5b8c\u6210\u786c\u4ef6\u7684\u6781\u9650\u6311\u6218\u540e\uff0c\u6211\u4eec\u5c06\u5168\u529b\u4ee5\u8d74\u786e\u4fdd\u6240\u6709\u8f6f\u4ef6\u90fd\u80fd\u5728\u8fd9\u4e2a\u5b8c\u6574\u7684\u5e73\u53f0\u4e0a\u987a\u7545\u8fd0\u884c\u3002\u5728\u8ba1\u7b97\u673a\u6280\u672f\u4e2d\uff0c\u8f6f\u4ef6\u60ef\u6027\u81f3\u5173\u91cd\u8981\u3002\u5f53\u6211\u4eec\u7684\u8ba1\u7b97\u673a\u5e73\u53f0\u80fd\u591f\u5411\u540e\u517c\u5bb9\uff0c\u4e14\u67b6\u6784\u4e0a\u4e0e\u5df2\u6709\u8f6f\u4ef6\u5b8c\u7f8e\u5951\u5408\u65f6\uff0c\u4ea7\u54c1\u7684\u4e0a\u5e02\u901f\u5ea6\u5c06\u663e\u8457\u63d0\u5347\u3002\u56e0\u6b64\uff0c\u5f53Blackwell\u5e73\u53f0\u95ee\u4e16\u65f6\uff0c\u6211\u4eec\u80fd\u591f\u5145\u5206\u5229\u7528\u5df2\u6784\u5efa\u7684\u8f6f\u4ef6\u751f\u6001\u57fa\u7840\uff0c\u5b9e\u73b0\u60ca\u4eba\u7684\u5e02\u573a\u54cd\u5e94\u901f\u5ea6\u3002\u660e\u5e74\uff0c\u6211\u4eec\u5c06\u8fce\u6765Blackwell Ultra\u3002<\/mark><\/p>\n\n\n\n

\u6b63\u5982\u6211\u4eec\u66fe\u63a8\u51fa\u7684H100\u548cH200\u7cfb\u5217\u4e00\u6837\uff0cBlackwell Ultra\u4e5f\u5c06\u5f15\u9886\u65b0\u4e00\u4ee3\u4ea7\u54c1\u7684\u70ed\u6f6e\uff0c\u5e26\u6765\u524d\u6240\u672a\u6709\u7684\u521b\u65b0\u4f53\u9a8c\u3002\u540c\u65f6\uff0c\u6211\u4eec\u5c06\u7ee7\u7eed\u6311\u6218\u6280\u672f\u7684\u6781\u9650\uff0c\u63a8\u51fa\u4e0b\u4e00\u4ee3\u9891\u8c31\u4ea4\u6362\u673a\uff0c\u8fd9\u662f\u884c\u4e1a\u5185\u7684\u9996\u6b21\u5c1d\u8bd5\u3002\u8fd9\u4e00\u91cd\u5927\u7a81\u7834\u5df2\u7ecf\u6210\u529f\u5b9e\u73b0\uff0c\u5c3d\u7ba1\u6211\u73b0\u5728\u5bf9\u4e8e\u516c\u5f00\u8fd9\u4e2a\u51b3\u5b9a\u8fd8\u5fc3\u5b58\u4e9b\u8bb8\u72b9\u8c6b\u3002<\/mark><\/p>\n\n\n\n

\u5728\u82f1\u4f1f\u8fbe\u5185\u90e8\uff0c\u6211\u4eec\u4e60\u60ef\u4e8e\u4f7f\u7528\u4ee3\u7801\u540d\u5e76\u4fdd\u6301\u4e00\u5b9a\u7684\u4fdd\u5bc6\u6027\u3002\u5f88\u591a\u65f6\u5019\uff0c\u8fde\u516c\u53f8\u5185\u90e8\u7684\u5927\u591a\u6570\u5458\u5de5\u90fd\u4e0d\u751a\u4e86\u89e3\u8fd9\u4e9b\u79d8\u5bc6\u3002\u7136\u800c\uff0c\u6211\u4eec\u7684\u4e0b\u4e00\u4ee3\u5e73\u53f0\u5df2\u88ab\u547d\u540d\u4e3aRubin\u3002\u5173\u4e8eRubin\uff0c\u6211\u4e0d\u4f1a\u5728\u6b64\u8fc7\u591a\u8d58\u8ff0\u3002\u6211\u6df1\u77e5\u5927\u5bb6\u7684\u597d\u5947\u5fc3\uff0c\u4f46\u8bf7\u5141\u8bb8\u6211\u4fdd\u6301\u4e00\u4e9b\u795e\u79d8\u611f\u3002\u4f60\u4eec\u6216\u8bb8\u5df2\u7ecf\u8feb\u4e0d\u53ca\u5f85\u60f3\u8981\u62cd\u7167\u7559\u5ff5\uff0c\u6216\u662f\u4ed4\u7ec6\u7814\u7a76\u90a3\u4e9b\u5c0f\u5b57\u90e8\u5206\uff0c\u90a3\u5c31\u8bf7\u968f\u610f\u5427\u3002<\/p>\n\n\n\n

\u6211\u4eec\u4e0d\u4ec5\u6709Rubin\u5e73\u53f0\uff0c\u4e00\u5e74\u540e\u8fd8\u5c06\u63a8\u51faRubin Ultra\u5e73\u53f0\u3002\u5728\u6b64\u5c55\u793a\u7684\u6240\u6709\u82af\u7247\u90fd\u5904\u4e8e\u5168\u9762\u5f00\u53d1\u9636\u6bb5\uff0c\u786e\u4fdd\u6bcf\u4e00\u4e2a\u7ec6\u8282\u90fd\u7ecf\u8fc7\u7cbe\u5fc3\u6253\u78e8\u3002\u6211\u4eec\u7684\u66f4\u65b0\u8282\u594f\u4f9d\u7136\u662f\u4e00\u5e74\u4e00\u6b21\uff0c\u59cb\u7ec8\u8ffd\u6c42\u6280\u672f\u7684\u6781\u81f4\uff0c\u540c\u65f6\u786e\u4fdd\u6240\u6709\u4ea7\u54c1\u90fd\u4fdd\u6301100%\u7684\u67b6\u6784\u517c\u5bb9\u6027\u3002<\/mark><\/p>\n\n\n\n

\u56de\u987e\u8fc7\u53bb\u768412\u5e74\uff0c\u4eceImagenet\u8bde\u751f\u7684\u90a3\u4e00\u523b\u8d77\uff0c\u6211\u4eec\u5c31\u9884\u89c1\u5230\u8ba1\u7b97\u9886\u57df\u7684\u672a\u6765\u5c06\u4f1a\u53d1\u751f\u7ffb\u5929\u8986\u5730\u7684\u53d8\u5316\u3002\u5982\u4eca\uff0c\u8fd9\u4e00\u5207\u90fd\u6210\u4e3a\u4e86\u73b0\u5b9e\uff0c\u4e0e\u6211\u4eec\u5f53\u521d\u7684\u8bbe\u60f3\u4e0d\u8c0b\u800c\u5408\u3002\u4ece2012\u5e74\u4e4b\u524d\u7684GeForce\u5230\u5982\u4eca\u7684\u82f1\u4f1f\u8fbe\uff0c\u516c\u53f8\u7ecf\u5386\u4e86\u5de8\u5927\u7684\u8f6c\u53d8\u3002\u5728\u6b64\uff0c\u6211\u8981\u8877\u5fc3\u611f\u8c22\u6240\u6709\u5408\u4f5c\u4f19\u4f34\u7684\u4e00\u8def\u652f\u6301\u4e0e\u966a\u4f34\u3002

10 \u673a\u5668\u4eba\u65f6\u4ee3\u5df2\u7ecf\u5230\u6765<\/strong><\/p>\n\n\n\n

\u8fd9\u5c31\u662f\u82f1\u4f1f\u8fbe\u7684Blackwell\u5e73\u53f0\uff0c\u63a5\u4e0b\u6765\uff0c\u8ba9\u6211\u4eec\u8c08\u8c08\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u4eba\u76f8\u7ed3\u5408\u7684\u672a\u6765\u3002<\/mark><\/p>\n\n\n\n

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\n

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