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2018\u5e74\uff0c\u8c37\u6b4c\u5e26\u77403\u4ebf\u53c2\u6570BERT\u6a21\u578b\uff0c\u95ef\u8fdb\u5927\u4f17\u89c6\u91ce\uff0c\u5f00\u542f\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u6a21\u578b\u65f6\u4ee3\uff1b\u5728\u8fd9\u4e4b\u540e\uff0cOpenAI\u3001\u82f1\u4f1f\u8fbe\u3001\u5fae\u8f6f\u5148\u540e\u63a8\u51fa15\u4ebf\u53c2\u6570\u7684GPT-2\u300183\u4ebf\u53c2\u6570\u7684Megatron-LM\u3001170\u4ebf\u53c2\u6570\u7684\u56fe\u7075Turing-NLG\uff0c\u5404\u4e2a\u5927\u5382\u6697\u81ea\u8f83\u52b2\uff0c\u53c2\u6570\u89c4\u6a21\u4ece\u5341\u4ebf\u7ea7\u522b\u7ade\u4e89\u5230\u4e86\u767e\u4ebf\u7ea7\u522b\u3002<\/p>\n

2020\u5e746\u6708\uff0cOpenAI\u53c8\u5c06\u7b97\u529b\u201c\u6218\u573a\u201d\u62d4\u9ad8\u4e86\u4e00\u4e2a\u5c42\u7ea7\uff1a\u63a8\u51fa1750\u4ebf\u53c2\u6570\u7684GPT-3\uff0c\u628a\u53c2\u6570\u89c4\u6a21\u63d0\u9ad8\u5230\u5343\u4ebf\u7ea7\u522b\u3002\u968f\u540e\u4e00\u5c71\u66f4\u6bd4\u4e00\u5c71\u9ad8\uff1a\u5fae\u8f6f\u548c\u82f1\u4f1f\u8fbe\u57282020\u5e7410\u6708\u8054\u624b\u53d1\u5e03\u4e865300\u4ebf\u53c2\u6570\u7684Megatron-Turing\u81ea\u7136\u8bed\u8a00\u751f\u6210\u6a21\u578b\uff08MT-NLG\uff09\u3002<\/p>\n

2021\u5e74\uff0c\u56fd\u5185\u8fce\u6765\u9884\u8bad\u7ec3\u5927\u6a21\u578b\u5143\u5e74\u3002\u5728\u8fd9\u4e00\u5e74\u91cc\uff0c\u534e\u4e3a\u3001\u767e\u5ea6\u3001\u963f\u91cc\u7b49\u4e2d\u56fd\u4f01\u4e1a\u5f00\u59cb\u53d1\u529b\uff1a<\/p>\n

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\u4e5f\u5c31\u662f\u8bf4\u4e0a\u7ebf\u4e24\u4e2a\u6708\u7684ChatGPT\uff0c\u5168\u8fc7\u7a0b\u78b3\u6392\u653e\u8d85\u8fc7\u4e86814.61\u5428\uff0c\u800c\u8fd9\uff0c\u76f8\u5f53\u4e8e186\u4e2a\u4e39\u9ea6\u5bb6\u5ead\u6bcf\u5e74\u6d88\u8017\u7684\u80fd\u91cf\u3002<\/p>\n

\u73b0\u9636\u6bb5ChatGPT\u80cc\u540e\u7684\u5927\u6a21\u578b\u4ecd\u5728\u8fed\u4ee3\uff0c\u6bcf\u65e5\u8bbf\u95ee\u91cf\u4ecd\u5728\u9012\u589e\uff0c\u672a\u6765\u8fd8\u4f1a\u6709\u66f4\u591a\u7684ChatGPT\u4eec\u6d8c\u73b0\u3002\u5f7c\u65f6\uff0c\u7b97\u529b\u4ee5\u53ca\u5176\u80cc\u540e\u7684\u529f\u8017\u8fd8\u80fd\u987e\u5f97\u8fc7\u6765\u5417\uff1f<\/p>\n

\u5bf9\u6b64\uff0c\u82cf\u5988\u8868\u793a\u4e86\u62c5\u5fe7\uff1a\u5728ISSCC\u00a02023\u4e0a\uff0c\u82cf\u5988\u8868\u793a\u6839\u636e\u76ee\u524d\u8ba1\u7b97\u6548\u7387\u6bcf\u4e24\u5e74\u63d0\u53472.2\u500d\u7684\u89c4\u5f8b\uff0c\u9884\u8ba1\u52302035\u5e74\uff0c\u5982\u679c\u60f3\u8981\u7b97\u529b\u8fbe\u5230\u5341\u4e07\u4ebf\u4ebf\u7ea7\uff0c\u5219\u9700\u8981\u7684\u529f\u7387\u53ef\u8fbe500MW\uff0c\u76f8\u5f53\u4e8e\u534a\u4e2a\u6838\u7535\u7ad9\u80fd\u4ea7\u751f\u7684\u529f\u7387\uff0c\u201c\u8fd9\u662f\u6781\u4e3a\u79bb\u8c31\u3001\u4e0d\u5207\u5408\u5b9e\u9645\u7684\u201d\u3002<\/p>\n

<\/p>\n

\uff082<\/b>010<\/b>–<\/b>2040<\/b>\u529f\u7387\u53d1\u5c55<\/b>\u60c5\u51b5\u00a0\u56fe\u6e90\uff1a<\/b>2<\/b>023\u00a0IEEE\u00a0<\/b>international<\/b>\u00a0S<\/b>olid<\/b>-State\u00a0Circuits\u00a0Conference<\/b>\uff09<\/b><\/p>\n

\u4e3a\u4e86\u8fbe\u5230\u8fd9\u6837\u7684\u6548\u679c\uff0c\u6211\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u8d77\u7801\u8981\u6bcf\u4e24\u5e74\u63d0\u53472.2\u500d\uff0c\u624d\u80fd\u5339\u914d\u4e0a2035\u5e74\u7684\u7b97\u529b\u9700\u6c42\u3002\u82cf\u5988\u5766\u8a00\uff0c\u5c3d\u7ba1\u7528\u4e0a\u76ee\u524d\u975e\u5e38\u5148\u8fdb\u7684\u8ba1\u7b97\u6280\u672f\u3001\u975e\u5e38\u5148\u8fdb\u7684\u82af\u7247\uff0c\u4e5f\u6ee1\u8db3\u4e0d\u4e86ChatGPT\u4eec\u3002<\/p>\n

\u800c\u5f53ChatGPT\u541e\u566c\u5b8c\u5927\u91cf\u7b97\u529b\u3001\u80fd\u6e90\uff0c\u201c\u5403\u9971\u559d\u8db3\u201d\u4e4b\u540e\uff0c\u5404\u56fd\u6253\u7684\u4e0d\u518d\u662f\u7b97\u529b\u4e4b\u4e89\uff0c\u800c\u662f\u201c\u56fd\u8fd0\u4e4b\u4e89\u201d\uff1a\u4e00\u65e6\u642d\u8f7dChatGPT\u7684\u4eba\u5f62\u673a\u5668\u4eba\u80fd\u591f\u5927\u6279\u91cf\u5730\u4e0a\u5c97\u65f6\uff0c\u5403\u4eba\u53e3\u7ea2\u5229\u7684\u56fd\u5bb6\u4e0d\u518d\u6709\u663e\u8457\u7684\u4f18\u52bf\u3002<\/p>\n

ChatGPT\u4eec\uff0c\u5305\u62ec\u672a\u6765\u7684\u4eba\u5f62\u673a\u5668\u4eba\u4eec\uff0c<\/b>\u6b63\u5bf9\u7b97\u529b\u3001\u80fd\u6e90\u201c\u864e\u89c6\u7708\u7708\u201d\uff0c\u540c\u65f6\u5bf9\u4eba\u7c7b\u7684\u5a01\u80c1\u4e5f\u4e0d\u5bb9\u5c0f\u89d1\uff1a\u5f80\u5c0f\u4e86\u770b\uff0c\u5f71\u54cd<\/b>\u5230<\/b>\u4e2a\u4eba\u804c\u4e1a\u53d1\u5c55\uff0c\u5f80\u5927\u4e86\u770b\uff0c\u7275\u626f\u5230\u56fd\u5bb6\u7ade\u4e89\u529b\u3002<\/b><\/p>\n

\u800c\u4e00\u5207\u7684\u4e00\u5207\uff0c\u90fd\u5f97\u4ece\u6253\u597d\u7b97\u529b\u4e4b\u4e89\u5f00\u59cb\u3002<\/b><\/p>\n

\u4f20\u7edf\u7684AI1.0\u65f6\u4ee3\u7684\u4ee3\u8868\u4f01\u4e1a\uff0c\u4f8b\u5982AMD\u5df2\u7ecf\u5f00\u59cb\u63a2\u5bfb\u65b0\u7684\u51fa\u8def\uff1a\u4f9d\u9760\u7cfb\u7edf\u7ea7\u521b\u65b0\u5b9e\u73b0\u66f4\u5927\u7684\u7a81\u7834\u3002\u7cfb\u7edf\u7ea7\u521b\u65b0\uff0c\u5373\u4ece\u6574\u4f53\u8bbe\u8ba1\u7684\u4e0a\u4e0b\u6e38\u591a\u4e2a\u73af\u8282\u534f\u540c\u8bbe\u8ba1\u6765\u5b8c\u6210\u6027\u80fd\u7684\u63d0\u5347\u3002<\/p>\n

\u4e00\u4e2a\u7ecf\u5178\u6848\u4f8b\u662f\uff0c\u5728\u5bf9\u6a21\u578b\u7b97\u6cd5\u5c42\u9762\u4f7f\u7528\u521b\u65b0\u6570\u5236\uff08\u4f8b\u59828\u4f4d\u6d6e\u70b9\u6570FP8\uff09\u7684\u540c\u65f6\uff0c\u5728\u7535\u8def\u5c42\u5bf9\u7b97\u6cd5\u5c42\u9762\u8fdb\u884c\u4f18\u5316\u652f\u6301\uff0c\u6700\u7ec8\u5b9e\u73b0\u8ba1\u7b97\u5c42\u9762\u6570\u91cf\u7ea7\u7684\u6548\u7387\u63d0\u5347\uff1a\u76f8\u6bd4\u4f20\u7edf\u768432\u4f4d\u6d6e\u70b9\u6570\uff08FP32\uff09\uff0c\u8fdb\u884c\u7cfb\u7edf\u7ea7\u521b\u65b0\u7684FP8\u5219\u53ef\u4ee5\u5c06\u8ba1\u7b97\u6548\u7387\u63d0\u534730\u500d\u4e4b\u591a\u3002\u800c\u5982\u679c\u4ec5\u4ec5\u662f\u4f18\u5316FP32\u8ba1\u7b97\u5355\u5143\u7684\u6548\u7387\uff0c\u65e0\u8bba\u5982\u4f55\u4e5f\u96be\u4ee5\u5b9e\u73b0\u6570\u91cf\u7ea7\u7684\u6548\u7387\u63d0\u5347\u3002<\/p>\n

\u4e8e\u662f\uff0c\u4e3a\u89e3\u51b3\u201c\u5982\u4f55\u7528\u66f4\u5c11\u7684\u7535\uff0c\u8f93\u51fa\u66f4\u9ad8\u7684\u7b97\u529b\u201d\u8fd9\u4e00\u7ec8\u6781\u547d\u9898\uff0c\u4e1a\u5185\u7ed9\u51fa\u4e0d\u5c11\u6280\u672f\u53ca\u65b9\u6848\uff1a\u91cf\u5b50\u8ba1\u7b97\uff08\u91cf\u5b50\u82af\u7247\uff09\u3001\u5149\u673a\u82af\u7247\u3001\u82af\u7c92\uff08Chiplet\uff09\u30013D\u5c01\u88c5\u3001\u5b58\u7b97\u4e00\u4f53\u2026\u2026\u3002\u540c\u65f6\u4e5f\u6709\u56e2\u961f\u5c06\u8fd9\u4e9b\u6280\u672f\u8fdb\u884c\u7ed3\u5408\uff0c\u4ee5\u671f\u8fbe\u5230\u7cfb\u7edf\u7ea7\u521b\u65b0\u3002<\/p>\n

\u5728\u8fd9\u4e4b\u4e2d\uff0c\u73b0\u5728\u80fd\u591f\u517c\u5bb9CMOS\u5de5\u827a\u53c8\u80fd\u5c3d\u5feb\u91cf\u4ea7\u7684\u6709\u82af\u7c92\u30013D\u5c01\u88c5\u3001\u5b58\u7b97\u4e00\u4f53\u3002\u800c\u82af\u7c92\u3001\u5b58\u7b97\u4e00\u4f53\u662f\u76ee\u524d\u4e1a\u5185\u666e\u904d\u8ba4\u4e3a\uff0c\u80fd\u591f\u7a81\u7834\u00a0AI\u00a0\u7b97\u529b\u56f0\u5883\uff0c\u8fdb\u884c\u67b6\u6784\u521b\u65b0\u7684\u4e24\u6761\u6e05\u6670\u8def\u7ebf\u3002<\/p>\n

\u6d59\u5546\u8bc1\u5238\u6307\u51fa\uff0c\u9762\u5bf9\u672a\u6765\u6f5c\u5728\u7684\u7b97\u529b\u6307\u6570\u589e\u957f\uff0c\u77ed\u671f\u4f7f\u7528\u82af\u7c92\u5f02\u6784\u6280\u672f\u52a0\u901f\u5404\u7c7b\u5e94\u7528\u7b97\u6cd5\u843d\u5730\uff0c\u957f\u671f\u6765\u770b\uff0c\u6253\u9020\u5b58\u7b97\u4e00\u4f53\u82af\u7247\uff0c\u6216\u5c06\u6210\u4e3a\u672a\u6765\u7b97\u529b\u5347\u7ea7\u7684\u6f5c\u5728\u65b9\u5f0f\u3002<\/p>\n

<\/p>\n

\uff08\u67b6\u6784\u521b\u65b0\u8def\u7ebf\u00a0\u56fe\u6e90\uff1a<\/b>\u6d59\u5546\u8bc1\u5238<\/b>\uff09<\/b><\/em><\/p>\n

\u82af\u7c92\u5f02\u6784\u6280\u672f\u6210\u4e3a\u201c\u79cd\u5b50\u201d\u9009\u624b\u7684\u539f\u56e0\u662f\uff0c\u8be5\u6280\u672f\u80fd\u591f\u7a81\u7834\u5148\u8fdb\u5236\u7a0b\u7684\u5c01\u9501\uff0c\u4e14\u5927\u5e45\u63d0\u5347\u5927\u578b\u82af\u7247\u7684\u826f\u7387\u3001\u964d\u4f4e\u8bbe\u8ba1\u6210\u672c\u3001\u82af\u7247\u5236\u9020\u6210\u672c\u3002<\/p>\n

\u800c\u4e4b\u6240\u4ee5\u8bf4\u662f\u77ed\u671f\uff0c\u662f\u56e0\u4e3a\u8be5\u6280\u672f\u8def\u5f84\u9700\u8981\u727a\u7272\u4e00\u5b9a\u7684\u4f53\u79ef\u548c\u529f\u8017\uff0c\u5bfc\u81f4\u5176\u76ee\u524d\u53ea\u80fd\u5728\u57fa\u7ad9\u3001\u670d\u52a1\u5668\u3001\u667a\u80fd\u7535\u8f66\u7b49\u9886\u57df\u5e7f\u6cdb\u4f7f\u7528\u3002<\/p>\n

\u4e3a\u89e3\u51b3\u8fd9\u4e00\u201c\u5c0f\u7f3a\u9677\u201d\uff0c\u76ee\u524d\u5728\u5b66\u672f\u754c\uff0c\u5df2\u6709\u56e2\u961f\u9009\u62e9\u5c06<\/b>\u82af\u7c92\u5f02\u6784<\/b>\u6280\u672f<\/b>\u4e0e\u5b58\u7b97\u4e00\u4f53<\/b>\u67b6\u6784\u76f8\u878d\u5408\uff0c\u4ee5\u671f\u8fbe\u52301+1>2\u7684\u6548\u679c\uff1a<\/b><\/p>\n

\u5728ISSCC\u00a02022\u4e0a\uff0c\u590d\u65e6\u5927\u5b66\u82af\u7247\u4e0e\u7cfb\u7edf\u524d\u6cbf\u6280\u672f\u7814\u7a76\u9662\u5218\u660e\u9662\u58eb\u56e2\u961f\u63d0\u51fa\u591a\u82af\u7c92<\/b>\u7684\u5b58\u7b97\u4e00\u4f53<\/b>\u96c6\u6210<\/b>\u82af\u7247\u2014\u2014COMB-MCM\u3002<\/p>\n

\u636e\u56e2\u961f\u8868\u793a\uff0c\u7535\u8def\u4e0aCOMB-MCM\u91c7\u7528\u5b58\u7b97\u4e00\u4f53\u8bbe\u8ba1\uff0c\u80fd\u591f\u964d\u4f4e\u529f\u8017\u3001\u63d0\u9ad8\u7cfb\u7edf\u7b97\u529b\u3002\u5728\u5b58\u7b97\u4e00\u4f53\u7684\u52a0\u6301\u4e0b\uff0c\u8be5\u82af\u7247\u5177\u6709\u7cbe\u5ea6\u65e0\u635f\u4e14\u652f\u6301\u975e\u7ed3\u6784\u5316\u7a00\u758f\u7684\u81ea\u9002\u5e94\u80fd\u6548\u8c03\u8282\u7279\u70b9\uff0c\u4e5f\u5c31\u8865\u8db3\u4e86\u82af\u7c92\u5f02\u6784\u6280\u672f\u7684\u77ed\u677f\u3002<\/p>\n

\u65e2\u662f<\/b>\u82af\u7c92\u5f02\u6784\u6280\u672f<\/b>\u7684\u4f18\u5f02\u62cd\u6863\u4e4b\u4e00\uff0c\u540c\u65f6\u4e5f\u662f\u672a\u6765\u67b6\u6784\u521b\u65b0\u8def\u5f84\u4e4b\u4e00\uff0c<\/b>\u5b58\u7b97\u4e00\u4f53<\/b>\u4e3a\u4f55<\/b>\u80fd<\/b>\u535a\u5f97\u591a\u65b9\u201c\u6b22\u5fc3\u201d\uff1f<\/b><\/p>\n

\u8fd9\u662f\u56e0\u4e3a\u5b58\u7b97\u4e00\u4f53\u6210\u529f\u6253\u7834\u4e86\u201c\u4e09\u5835\u5899\u201d\uff1a<\/b><\/p>\n

\u5728\u4f20\u7edf\u51af\u00b7\u8bfa\u4f0a\u66fc\u67b6\u6784\u4e4b\u4e0b\uff0c\u82af\u7247\u7684\u5b58\u50a8\u3001\u8ba1\u7b97\u533a\u57df\u662f\u5206\u79bb\u7684\u3002\u8ba1\u7b97\u65f6\uff0c\u6570\u636e\u9700\u8981\u5728\u4e24\u4e2a\u533a\u57df\u4e4b\u95f4\u6765\u56de\u642c\u8fd0\uff0c\u800c\u968f\u7740\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5c42\u6570\u3001\u89c4\u6a21\u4ee5\u53ca\u6570\u636e\u5904\u7406\u91cf\u7684\u4e0d\u65ad\u589e\u957f\uff0c\u6570\u636e\u5df2\u7ecf\u9762\u4e34\u201c\u8dd1\u4e0d\u8fc7\u6765\u201d\u7684\u5883\u51b5\uff0c\u6210\u4e3a\u9ad8\u6548\u80fd\u8ba1\u7b97\u6027\u80fd\u548c\u529f\u8017\u7684\u74f6\u9888\uff0c\u4e5f\u5c31\u662f\u4e1a\u5185\u4fd7\u79f0\u7684\u201c\u5b58\u50a8\u5899\u201d\u3002<\/p>\n

<\/p>\n

\uff08\u5b58\u50a8\u5899\u9650\u5236\u5177\u4f53\u8868\u73b0\u00a0\u56fe\u6e90\uff1a<\/b>\u6d59\u5546\u8bc1\u5238<\/b>\uff09<\/b><\/em><\/p>\n

\u5b58\u50a8\u5899\u76f8\u5e94\u5730\u4e5f\u5e26\u6765\u4e86\u80fd\u8017\u5899\u3001\u7f16\u8bd1\u5899\uff08\u751f\u6001\u5899\uff09\u7684\u95ee\u9898\u3002\u4f8b\u5982\u7f16\u8bd1\u5899\u95ee\u9898\uff0c\u662f\u7531\u4e8e\u5927\u91cf\u7684\u6570\u636e\u642c\u8fd0\u5bb9\u6613\u53d1\u751f\u62e5\u585e\uff0c\u7f16\u8bd1\u5668\u65e0\u6cd5\u5728\u9759\u6001\u53ef\u9884\u6d4b\u7684\u60c5\u51b5\u4e0b\u5bf9\u7b97\u5b50\u3001\u51fd\u6570\u3001\u7a0b\u5e8f\u6216\u8005\u7f51\u7edc\u505a\u6574\u4f53\u7684\u4f18\u5316\uff0c\u53ea\u80fd\u624b\u52a8\u3001\u4e00\u4e2a\u4e2a\u6216\u8005\u4e00\u5c42\u5c42\u5bf9\u7a0b\u5e8f\u8fdb\u884c\u4f18\u5316\uff0c\u8017\u8d39\u4e86\u5927\u91cf\u65f6\u95f4\u3002<\/p>\n

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<\/p>\n

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