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\u73b0\u4ee3\u8ba1\u7b97\u53ef\u4ee5\u8ffd\u6eaf\u5230 IBM<\/mark> System 360\uff0c\u8fd9\u662f\u6211\u5b66\u4e60\u67b6\u6784\u7684\u624b\u518c\u3002\u4ece\u90a3\u4ee5\u540e\uff0c\u5f88\u591a\u5173\u4e8e\u8ba1\u7b97\u673a\u548c\u67b6\u6784\u7684\u6587\u6863\u548c\u63cf\u8ff0\u88ab\u63d0\u51fa\u6765\u3002\u4f46 System 360 \u5728\u5f53\u65f6\u975e\u5e38\u91cd\u8981\uff0c\u8be5\u7cfb\u7edf\u7684\u601d\u60f3\u3001\u67b6\u6784\u548c\u539f\u5219\u81f3\u4eca\u4ecd\u4e3b\u5bfc\u7740\u8ba1\u7b97\u673a\u884c\u4e1a\u3002<\/p>\n

\u6211\u662f\u7b2c\u4e00\u4ee3\u5b66\u4e60\u6807\u5fd7\u6027\u6559\u6750 Mead\u2013Conway VLSI \u82af\u7247\u8bbe\u8ba1\u7684\u5de5\u7a0b\u5e08\u4e4b\u4e00\uff0c\u5b83\u9769\u547d\u6027\u5730\u6539\u53d8\u4e86\u96c6\u6210\u7535\u8def\u8bbe\u8ba1\u3002\u6b63\u662f\u8fd9\u672c\u4e66\u4f7f\u6211\u4eec\u8fd9\u4e00\u4ee3\u4eba\u80fd\u591f\u8bbe\u8ba1\u8d85\u5927\u89c4\u6a21\u7684\u82af\u7247\uff0c\u6700\u7ec8\u5f00\u53d1\u51fa CPU\u3002\u6211\u4e0d\u786e\u5b9a\u8fd9\u672c\u4e66\u73b0\u5728\u662f\u5426\u8fd8\u5728\u8fd9\u91cc\u6559\u6388\uff0c\u4f46\u5b83\u5e94\u8be5\u88ab\u7ee7\u7eed\u4f7f\u7528\u3002\u00a0<\/p>\n

CPU \u63a8\u52a8\u4e86\u8ba1\u7b97\u6027\u80fd\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u6469\u5c14\u5b9a\u5f8b<\/mark>\u8fd9\u79cd\u6027\u80fd\u3001\u4ee4\u4eba\u60ca\u53f9\u7684\u6280\u672f\u8fdb\u6b65\uff0c\u63a8\u52a8\u4e86\u4fe1\u606f\u6280\u672f\u9769\u547d\u3002\u6211\u4eec\u6240\u53c2\u4e0e\u7684\u5de5\u4e1a\u9769\u547d\uff0c\u6211\u4eec\u8fd9\u4e00\u4ee3\u4eba\u6240\u53c2\u4e0e\u7684\u5de5\u4e1a\u9769\u547d\uff0c\u89c1\u8bc1\u4e86\u4e16\u754c\u4e0a\u524d\u6240\u672a\u89c1\u7684\u5927\u89c4\u6a21\u751f\u4ea7\u3002\u5927\u89c4\u6a21\u751f\u4ea7\u90a3\u4e9b\u770b\u4e0d\u89c1\u3001\u6613\u4e8e\u590d\u5236\u7684\u4e1c\u897f\u3002\u8f6f\u4ef6\u7684\u5927\u89c4\u6a21\u751f\u4ea7\uff0c\u50ac\u751f\u51fa\u4e86\u4e00\u4e2a\u4ef7\u503c 3 \u4e07\u4ebf\u7f8e\u5143\u7684\u4ea7\u4e1a\u3002\u5f53\u6211\u8fd8\u6ca1\u6bd5\u4e1a\u65f6\uff0cIT \u884c\u4e1a\u5fae\u4e0d\u8db3\u9053\uff0c\u901a\u8fc7\u9500\u552e\u8f6f\u4ef6\u8d5a\u94b1\u53ea\u662f\u5e7b\u60f3\u3002\u7136\u800c\u4eca\u5929\uff0c\u8f6f\u4ef6\u662f IT \u884c\u4e1a\u751f\u4ea7\u7684\u6700\u91cd\u8981\u7684\u5546\u54c1\u3001\u6700\u91cd\u8981\u7684\u6280\u672f\u548c\u4ea7\u54c1\u521b\u9020\u4e4b\u4e00\u3002\u7136\u800c\uff0cNARD \u7f29\u653e\u3001\u6676\u4f53\u7ba1\u5236\u7a0b\u548c\u6307\u4ee4\u7ea7\u5e76\u884c\u6027\u90fd\u524a\u51cf\u4e86 CPU \u7684\u6027\u80fd\u3002\u4f46 CPU \u6027\u80fd\u63d0\u5347\u653e\u7f13\u662f\u5728\u8ba1\u7b97\u9700\u6c42\u7ee7\u7eed\u5448\u6307\u6570\u7ea7\u589e\u957f\u7684\u65f6\u5019\u53d1\u751f\u7684\u3002<\/p>\n

\u8fd9\u79cd\u9700\u6c42\u4e0e\u8ba1\u7b97\u673a\u80fd\u529b\u4e4b\u95f4\u5448\u6307\u6570\u7ea7\u589e\u957f\u7684\u5dee\u8ddd\uff0c\u5982\u679c\u4e0d\u52a0\u4ee5\u89e3\u51b3\uff0c\u8ba1\u7b97\u80fd\u6e90\u6d88\u8017\u548c\u6210\u672c\u81a8\u80c0\u6700\u7ec8\u5c06\u627c\u6740\u6bcf\u4e00\u4e2a\u884c\u4e1a\u3002\u6b63\u5982\u6211\u4eec\u6240\u89c1\uff0c\u7b97\u529b\u5df2\u7ecf\u5f88\u7d27\u5f20\u4e86\u3002\u5728\u82f1\u4f1f\u8fbe\u63a8\u8fdb CUDA \u6280\u672f\u4e8c\u5341\u5e74\u540e\uff0c\u82f1\u4f1f\u8fbe\u4e3a\u52a0\u901f\u8ba1\u7b97\u63d0\u4f9b\u4e86\u4e00\u6761\u524d\u8fdb\u7684\u9053\u8def\u3002\u8fd9\u662f\u6211\u6709\u8d44\u683c\u56de\u6765\u6f14\u8bb2\u7684\u539f\u56e0\u3002<\/p>\n

\u5728\u8ba1\u7b97\u901a\u80c0\u53d1\u751f\u6570\u5341\u5e74\u540e\uff0c\u901a\u8fc7\u5c06\u8017\u65f6\u7684\u7b97\u6cd5\u5378\u8f7d\u5230\u4e13\u95e8\u8fdb\u884c\u5e76\u884c\u5904\u7406\u7684 GPU \u4e0a\uff0c\u52a0\u901f\u8ba1\u7b97\u5b9e\u73b0\u4e86\u96be\u4ee5\u7f6e\u4fe1\u6548\u679c\u3002\u6211\u4eec\u901a\u5e38\u80fd\u591f\u5b9e\u73b0 10 \u500d\u3001100 \u500d\uff0c\u6709\u65f6\u751a\u81f3\u662f 1000 \u500d\u7684\u52a0\u901f\uff0c\u8282\u7701\u4e86\u91d1\u94b1\u3001\u6210\u672c\u548c\u80fd\u6e90\u3002\u6211\u4eec\u73b0\u5728\u52a0\u901f\u7684\u5e94\u7528\u9886\u57df\u8986\u76d6\u8ba1\u7b97\u673a\u56fe\u5f62<\/mark>\u5b66\u3001\u5c04\u7ebf\u8ffd\u8e2a\uff0c\u5f53\u7136\u8fd8\u6709\u57fa\u56e0\u6d4b\u5e8f\u3001\u79d1\u5b66\u8ba1\u7b97\u3001\u5929\u6587\u5b66\u3001\u91cf\u5b50\u7535\u8def\u6a21\u62df\u3001SQL \u6570\u636e\u5904\u7406\uff0c\u751a\u81f3\u662f PANDAS\u3001\u6570\u636e\u79d1\u5b66<\/mark> \u3002<\/p>\n

\u52a0\u901f\u8ba1\u7b97\u5df2\u8fbe\u5230\u4e00\u4e2a\u4e34\u754c\u70b9\u3002\u8fd9\u662f\u82f1\u4f1f\u8fbe\u5bf9\u8ba1\u7b97\u673a\u884c\u4e1a\u7684\u7b2c\u4e00\u5927\u8d21\u732e\uff0c\u4e5f\u662f\u5bf9\u793e\u4f1a\u7684\u7b2c\u4e00\u5927\u8d21\u732e\u3002\u5982\u4eca\uff0c\u5b83\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u6761\u6c38\u7eed\u8ba1\u7b97\u7684\u9053\u8def\uff0c\u5728\u8ba1\u7b97\u9700\u6c42\u4e0d\u65ad\u589e\u52a0\u7684\u60c5\u51b5\u4e0b\uff0c\u6210\u672c\u3001\u65f6\u95f4\u3001\u80fd\u6e90\u65b9\u9762\u90fd\u5c06\u6301\u7eed\u4e0b\u964d\u4e00\u767e\u500d\u3002<\/p>\n

\u52a0\u901f\u8ba1\u7b97\u7684\u5f00\u542f\uff0c\u5fc5\u7136\u4f1a\u5728\u5176\u4ed6\u9886\u57df\u5f15\u9886\u65b0\u53d1\u5c55\u3002\u8d77\u521d\u6211\u4eec\u4e0d\u77e5\u9053\u662f\u54ea\u4e9b\u9886\u57df\uff0c\u76f4\u5230\u6df1\u5ea6\u5b66\u4e60<\/mark>\u8d70\u8fdb\u6211\u4eec\u7684\u89c6\u91ce\u3002\u4e00\u4e2a\u5168\u65b0\u7684\u8ba1\u7b97\u4e16\u754c\u51fa\u73b0\u4e86\u3002Geoffrey Hinton\u3001Alex Krzyzewski \u548c Ilya Sutskever \u4f7f\u7528\u82f1\u4f1f\u8fbe CUDA GPU \u8bad\u7ec3 AlexNet\uff0c\u8d62\u5f97\u4e86 2012 ImageNet \u6311\u6218\u8d5b\uff0c\u9707\u60ca\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u754c\u3002\u8fd9\u662f\u4e00\u4e2a\u91cd\u5927\u7684\u65f6\u523b\uff0c\u662f\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u5927\u7206\u70b8\uff0c\u662f\u4e00\u4e2a\u6807\u5fd7\u7740 AI \u9769\u547d\u5f00\u59cb\u7684\u5173\u952e\u65f6\u523b\u3002<\/p>\n

\u5728 AlexNet \u540e\uff0c\u6211\u4eec\u7684\u51b3\u7b56\u6539\u53d8\u4e86\u82f1\u4f1f\u8fbe\uff0c\u53ef\u80fd\u8fd8\u6539\u53d8\u4e86\u5176\u4ed6\u7684\u4e00\u5207\u3002<\/p>\n

\u6211\u4eec\u770b\u5230\u4e86\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u6f5c\u529b\uff0c\u5e76\u901a\u8fc7\u7b2c\u4e00\u6027\u539f\u5219\uff0c\u76f8\u4fe1\u901a\u8fc7\u6211\u4eec\u81ea\u5df1\u5bf9\u6df1\u5ea6\u5b66\u4e60<\/mark>\u53ef\u6269\u5c55\u6027\u7684\u5206\u6790\uff0c\u6211\u4eec\u76f8\u4fe1\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u5b66\u4e60\u5176\u4ed6\u6709\u4ef7\u503c\u7684\u529f\u80fd\u3002\u4e5f\u8bb8\u6df1\u5ea6\u5b66\u4e60<\/mark>\u53ef\u80fd\u662f\u4e00\u4e2a\u901a\u7528\u7684\u51fd\u6570\u5b66\u4e60\u5668\u3002\u540c\u65f6\uff0c\u6709\u4e9b\u95ee\u9898\u96be\u4ee5\u6216\u65e0\u6cd5\u7528\u57fa\u672c\u7684\u7b2c\u4e00\u6027\u539f\u5219\u6765\u89e3\u91ca\u3002\u6240\u4ee5\u5f53\u6211\u4eec\u770b\u5230\u8fd9\u70b9\u65f6\uff0c\u6df1\u5ea6\u5b66\u4e60<\/mark>\u662f\u4e00\u9879\u6211\u4eec\u771f\u6b63\u9700\u8981\u5173\u6ce8\u7684\u6280\u672f\uff0c\u56e0\u4e3a\u5b83\u7684\u5c40\u9650\u6027\u53ef\u80fd\u53ea\u53d7\u5230\u6a21\u578b\u548c\u6570\u636e\u89c4\u6a21\u7684\u9650\u5236\u3002<\/p>\n

\u7136\u800c\uff0c\u5f53\u65f6\u4e5f\u5b58\u5728\u6311\u6218\u3002\u8fd9\u662f\u5728 2012 \u5e74\u521a\u8fc7\u4e0d\u4e45\u65f6\u53d1\u751f\u7684\u4e8b\u3002\u6211\u4eec\u5982\u4f55\u65e0\u9700\u5efa\u9020\u8fd9\u4e9b\u5de8\u5927\u7684 GPU \u96c6\u7fa4\uff0c\u5c31\u80fd\u63a2\u7d22\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u6781\u9650\uff1f\u5728\u5f53\u65f6\uff0c\u82f1\u4f1f\u8fbe\u662f\u4e00\u5bb6\u5f88\u5c0f\u7684\u516c\u53f8\u3002\u5efa\u9020\u8fd9\u4e9b\u5de8\u5927\u7684 GPU \u96c6\u7fa4\u53ef\u80fd\u8981\u82b1\u8d39\u6570\u4ebf\u7f8e\u5143\u3002\u5373\u4f7f\u6211\u4eec\u4e0d\u8fd9\u4e48\u505a\uff0c\u4e5f\u4e0d\u80fd\u4fdd\u8bc1\u6211\u4eec\u6269\u5927\u89c4\u6a21\u540e\u4f1a\u6709\u6548\u3002\u7136\u800c\uff0c\u6ca1\u6709\u4eba\u77e5\u9053\u6df1\u5ea6\u5b66\u4e60<\/mark>\u80fd\u591f\u6269\u5c55\u5230\u591a\u5927\u89c4\u6a21\u3002\u5982\u679c\u6211\u4eec\u4e0d\u5efa\u9020\u5b83\uff0c\u6211\u4eec\u6c38\u8fdc\u4e0d\u4f1a\u77e5\u9053\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\u3002\u6211\u4eec\u601d\u8003\u7684\u4e00\u70b9\u662f\uff0c\u5982\u679c\u4f60\u5efa\u9020\u5b83\uff0c\u4f60\u80fd\u63a2\u7d22\u5230\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u6781\u9650\u5417\uff1f\u6211\u4eec\u7684\u903b\u8f91<\/mark>\u662f\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u5efa\u9020\u5de8\u5927\u7684 GPU \u96c6\u7fa4\uff0c\u90a3\u79cd\u672a\u6765\u6c38\u8fdc\u4e0d\u4f1a\u5230\u6765\u3002<\/p>\n

\u56e0\u6b64\uff0c\u57fa\u4e8e\u82f1\u4f1f\u8fbe\u6700\u521d\u7684\u539f\u5219\uff0c\u548c\u5f53\u65f6\u7684\u5206\u6790\uff0c\u6211\u4eec\u8ba4\u4e3a\u5f53\u65f6\u5df2\u7ecf\u5230\u8fbe\u4e86\u5173\u952e\u70b9\uff0c\u5efa\u9020\u5de8\u5927\u7684 GPU \u96c6\u7fa4\u5c06\u975e\u5e38\u6709\u6548\u3002\u5f53\u516c\u53f8\u76f8\u4fe1\u8fd9\u4ef6\u4e8b\u60c5\u65f6\uff0c\u6211\u4eec\u5c31\u5e94\u8be5\u5bf9\u6b64\u91c7\u53d6\u884c\u52a8\u3002<\/p>\n

\u56e0\u6b64\uff0c\u82f1\u4f1f\u8fbe\u6df1\u8015\u6df1\u5ea6\u5b66\u4e60<\/mark>\uff0c\u5e76\u5728\u63a5\u4e0b\u6765\u7684\u5341\u5e74\u4e2d\uff0c\u7cfb\u7edf\u5730\u91cd\u65b0\u53d1\u660e\u4e86\u4e00\u5207\u3002<\/strong>\u6211\u4eec\u91cd\u65b0\u53d1\u660e\u4e86\u6bcf\u4e00\u4e2a\u8ba1\u7b97\u5c42\uff0c\u4ece GPU \u5f00\u59cb\u3002\u540e\u6765\u5f00\u53d1\u7684 GPU\uff0c\u4e0e\u8fc7\u53bb\u6211\u4eec\u5f00\u53d1\u7684 GPU \u975e\u5e38\u4e0d\u540c\u3002\u6211\u4eec\u7ee7\u7eed\u521b\u8bbe\u4e86\u5173\u4e8e\u8ba1\u7b97\u7684\u5176\u4ed6\u65b9\u9762\uff0c\u5305\u62ec\u4e92\u8fde\u3001\u7cfb\u7edf\u3001\u7f51\u7edc\uff0c\u5f53\u7136\u8fd8\u6709\u8f6f\u4ef6\u3002<\/p>\n

\u82f1\u4f1f\u8fbe\u5411\u672a\u77e5\u9886\u57df\u6295\u5165\u4e86\u6570\u5341\u4ebf\u7f8e\u5143\u3002\u6570\u5343\u540d\u5de5\u7a0b\u5e08\u82b1\u4e86\u5341\u6570\u5e74\u65f6\u95f4\uff0c\u81f4\u529b\u4e8e\u6df1\u5ea6\u5b66\u4e60<\/mark>\u4ee5\u53ca\u6df1\u5ea6\u5b66\u4e60<\/mark>\u7684\u62d3\u5c55\u548c\u63a8\u8fdb\u3002<\/strong>\u5b9e\u9645\u4e0a\uff0c\u5f00\u59cb\u65f6\uff0c\u6211\u4eec\u5e76\u4e0d\u77e5\u9053\u8fd9\u9879\u6280\u672f\u80fd\u53d1\u5c55\u5230\u4ec0\u4e48\u7a0b\u5ea6\u3002\u6211\u4eec\u5c31\u6295\u8d44\u4e86\u6570\u5341\u4ebf\u7f8e\u5143\u3002\u6211\u4eec\u8bbe\u8ba1\u5e76\u5236\u9020\u4e86\u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u7528\u4ee5\u63a2\u7d22\u6df1\u5ea6\u5b66\u4e60<\/mark>\u548c AI \u5b66\u4e60\u7684\u6781\u9650\u3002<\/p>\n

\u7136\u540e\u5728 2016 \u5e74\uff0c\u6211\u4eec\u53d1\u5e03\u4e86 DGX-1\uff0c\u82f1\u4f1f\u8fbe\u7684\u7b2c\u4e00\u53f0 AI \u8d85\u7ea7\u8ba1\u7b97\u673a<\/strong>\u3002\u6211\u5c06\u7b2c\u4e00\u53f0 DGX-1 \u4ea4\u4ed8\u7ed9\u4e86\u65e7\u91d1\u5c71\u7684\u4e00\u5bb6\u521d\u521b\u516c\u53f8\u3002\u90a3\u662f\u4e00\u5bb6\u65e0\u4eba\u77e5\u6653\u7684\u521d\u521b\u516c\u53f8\uff0c\u6211\u7684\u4e00\u7fa4\u670b\u53cb\u6b63\u5728\u5f00\u53d1\u4eba\u5de5\u667a\u80fd<\/mark>\uff0c\u90a3\u5bb6\u516c\u53f8\u53eb OpenAI<\/strong>\u3002<\/p>\n

\u5230 2022 \u5e74\uff0c\u4e5f\u5c31\u662f AlexNet \u8bde\u751f 10 \u5e74\u540e\uff0c\u8ba1\u7b97\u80fd\u529b\u589e\u957f\u4e86\u7ea6 100 \u4e07\u500d\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u5982\u679c\u4f60\u7684\u7b14\u8bb0\u672c\u7535\u8111\u6bd4\u4ee5\u524d\u66f4\u5f3a\u5927 100 \u4e07\u500d\uff0c\u4f1a\u53d8\u6210\u4ec0\u4e48\u6837\u5b50\uff1f\u5728\u7b97\u529b\u589e\u957f\u4e86 100 \u4e07\u500d\u540e\uff0cOpenAI \u63a8\u51fa\u4e86 ChatGPT\uff0cAI \u6210\u4e3a\u4e3b\u6d41\u3002<\/p>\n

\u5728\u8fd9\u4e2a\u5341\u5e74\u95f4\uff0cNvidia \u4ece\u4e00\u4e2a\u8bb8\u591a\u4eba\u6700\u521d\u8ba4\u8bc6\u7684\u56fe\u5f62\u516c\u53f8\uff0c\u4e13\u6ce8\u4e8e\u6784\u5efa GPU\uff0c\u8f6c\u53d8\u4e3a\u73b0\u5728\u7684 AI \u516c\u53f8\uff0c\u6784\u5efa\u5927\u89c4\u6a21\u6570\u636e\u4e2d\u5fc3\u7ea7\u8d85\u7ea7\u8ba1\u7b97\u673a\u3002\u6211\u4eec\u5f7b\u5e95\u6539\u53d8\u4e86\u6211\u4eec\u7684\u516c\u53f8\u3002\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u5f7b\u5e95\u6539\u53d8\u4e86\u8ba1\u7b97\u9886\u57df\u3002\u00a0<\/p>\n

\u5f53\u4eca\u8ba1\u7b97\u65b9\u5f0f\u5df2\u7ecf\u53d1\u751f\u4e86\u6839\u672c\u6027\u7684\u53d8\u5316\u3002\u73b0\u5728\u7684\u8ba1\u7b97\u5806\u6808\u4f7f\u7528 GPU \u6765\u5904\u7406\u5728\u8d85\u7ea7\u8ba1\u7b97\u673a\u4e0a\u8bad\u7ec3\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/mark>\uff0c\u800c\u4e0d\u662f\u4f7f\u7528 CPU \u5904\u7406\u7a0b\u5e8f\u5458\u7f16\u5199\u7684\u6307\u4ee4\u3002\u6211\u4eec\u6b63\u5728\u521b\u5efa\u4eba\u7c7b\u65e0\u6cd5\u7f16\u5199\u7684\u8f6f\u4ef6\u3002\u6211\u4eec\u6b63\u5728\u521b\u5efa\u7684\u8f6f\u4ef6\u53ef\u4ee5\u505a\u4e00\u4e9b\u5341\u5e74\u524d\u4eba\u7c7b\u4e5f\u65e0\u6cd5\u60f3\u8c61\u7684\u4e8b\u60c5\u3002\u8ba1\u7b97\u673a\u73b0\u5728\u662f\u610f\u56fe\u9a71\u52a8\u7684\uff0c\u800c\u4e0d\u662f\u6307\u4ee4\u9a71\u52a8\u7684\u3002\u544a\u8bc9\u8ba1\u7b97\u673a\u4f60\u60f3\u8981\u4ec0\u4e48\uff0c\u5b83\u5c31\u4f1a\u60f3\u51fa\u529e\u6cd5\u6765\u5b9e\u73b0\u3002\u50cf\u4eba\u7c7b\u4e00\u6837\uff0cAI \u5e94\u7528\u7a0b\u5e8f\u4e5f\u4f1a\u7406\u89e3\u4efb\u52a1\u3001\u63a8\u7406\u3001\u8ba1\u5212\u5e76\u534f\u8c03\u4e00\u7ec4\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/mark>\u6765\u6267\u884c\u4efb\u52a1\u3002\u672a\u6765\u7684\u5e94\u7528\u7a0b\u5e8f\u5c06\u4ee5\u975e\u5e38\u7c7b\u4f3c\u4e8e\u6211\u4eec\u505a\u4e8b\u7684\u65b9\u5f0f\u6267\u884c\u4efb\u52a1\u3002\u00a0<\/p>\n

\u7ec4\u5efa\u4e13\u5bb6\u56e2\u961f\uff0c\u4f7f\u7528\u5de5\u5177\uff0c\u8fdb\u884c\u63a8\u7406\u548c\u8ba1\u5212\uff0c\u6267\u884c\u6211\u4eec\u7684\u4efb\u52a1\u8f6f\u4ef6\u3002\u8f6f\u4ef6\u7684\u80fd\u529b\u5df2\u7ecf\u5f7b\u5e95\u53d8\u5316\uff0c\u6211\u4eec\u7684\u884c\u4e1a\u4e5f\u5728\u53d1\u751f\u53d8\u5316\u548c\u8f6c\u578b\uff0c\u521b\u9020\u4e86\u4e00\u4e2a\u524d\u6240\u672a\u6709\u7684\u65b0\u884c\u4e1a\u3002<\/p>\n

\u4e00\u4e2a\u65b0\u7684\u884c\u4e1a\u6b63\u5728\u6211\u4eec\u773c\u524d\u5f62\u6210\u3002AI \u7684\u8f93\u5165\u548c\u8f93\u51fa\u6570\u636e\u5c31\u50cf\u662f\u5de5\u7a0b\u5e08\u4eec\u624b\u4e2d\u7684\u5173\u952e token\u3002\u8fd9\u4e9b\u6d6e\u70b9\u6570\u4e2d\u5305\u542b\u4e86\u667a\u80fd\u4fe1\u606f \u3002\u516c\u53f8\u73b0\u5728\u6b63\u5728\u5efa\u7acb\u4e00\u79cd\u65b0\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u8fd9\u79cd\u6570\u636e\u4e2d\u5fc3\u4ee5\u524d\u4e0d\u5b58\u5728\u3002\u5b83\u4e13\u95e8\u751f\u4ea7\u667a\u80fd token\uff0c\u672c\u8d28\u4e0a\u662f AI \u5de5\u5382<\/strong>\uff0c\u5c31\u50cf\u5c3c\u53e4\u62c9\u30fb\u7279\u65af\u62c9\u8fc7\u53bb\u5728\u5de5\u4e1a\u9769\u547d\u4e2d\u53d1\u660e\u7684\u4ea4\u6d41\u53d1\u7535\u673a\u4e00\u6837\u3002\u6211\u4eec\u73b0\u5728\u6709\u4e86 AI token \u751f\u6210\u5668<\/strong>\uff0c\u5b83\u4eec\u5c06\u6210\u4e3a\u65b0\u5de5\u4e1a\u9769\u547d\u7684\u5de5\u5382\u3002\u8fc7\u53bb\u6709\u751f\u4ea7\u80fd\u6e90\u548c\u7535\u529b\u7684\u5927\u578b\u884c\u4e1a\uff0c\u73b0\u5728\u6211\u4eec\u6709\u4e86\u751f\u4ea7\u8f6f\u4ef6\u8fd9\u79cd\u65e0\u5f62\u7269\u7684\u5927\u578b\u884c\u4e1a\u3002\u5728\u4e0d\u4e45\u7684\u5c06\u6765\uff0c\u6211\u4eec\u5c06\u62e5\u6709\u751f\u4ea7\u667a\u80fd token \u7684\u884c\u4e1a\uff0cAI \u751f\u6210\u5668\u3002\u4e00\u79cd\u65b0\u7684\u8ba1\u7b97\u6a21\u5f0f\u5df2\u7ecf\u51fa\u73b0\uff0c\u4e00\u4e2a\u65b0\u7684\u884c\u4e1a\u5df2\u7ecf\u5f62\u6210\uff0c\u8fd9\u4e00\u5207\u90fd\u662f\u56e0\u4e3a\u6211\u4eec\u4ece\u7b2c\u4e00\u6027\u539f\u7406\u51fa\u53d1\uff0c\u5f62\u6210\u4e86\u5bf9\u672a\u6765\u7684\u4fe1\u5ff5\uff0c\u5e76\u4ed8\u8bf8\u884c\u52a8\u3002\u00a0<\/p>\n

\u4eba\u5de5\u667a\u80fd<\/mark>\u7684\u4e0b\u4e00\u4e2a\u6d6a\u6f6e\u662f\u673a\u5668\u4eba\u6280\u672f<\/mark><\/strong>\u3002\u5728\u8fd9\u4e2a\u9886\u57df\uff0c\u4eba\u5de5\u667a\u80fd<\/mark>\u4e0d\u4ec5\u6709\u8bed\u8a00\u6a21\u578b<\/mark>\uff0c\u8fd8\u6709\u7269\u7406\u4e16\u754c\u6a21\u578b\u3002\u6211\u4eec\u4e0e\u6570\u767e\u5bb6\u516c\u53f8\u5408\u4f5c\u5236\u9020\u673a\u5668\u4eba\uff0c\u5305\u62ec\u673a\u5668\u4eba\u8f66\u8f86\u3001\u53d6\u653e\u673a\u68b0\u81c2\u3001\u4eba\u5f62\u673a\u5668\u4eba\uff0c\u751a\u81f3\u662f\u6574\u4e2a\u5de8\u5927\u7684\u673a\u5668\u4eba\u4ed3\u5e93\u3002\u4f46\u4e0e\u6211\u4eec\u7684 AI \u5de5\u5382\u6218\u7565\u548c\u7ecf\u9a8c\u4e0d\u540c\uff0c\u6211\u4eec\u7684\u673a\u5668\u4eba\u4e4b\u65c5\u5b9e\u9645\u4e0a\u662f\u901a\u8fc7\u4e00\u7cfb\u5217\u632b\u6298\u5f62\u6210\u7684\uff0c\u800c\u4e0d\u662f\u901a\u8fc7\u63a8\u7406\u548c\u6df1\u601d\u719f\u8651\u7684\u884c\u52a8 \u3002<\/p>\n

\u6b63\u5982\u4f60\u6240\u77e5\uff0c\u82f1\u4f1f\u8fbe\u53d1\u660e\u4e86\uff08 \u9996\u4e2a\u4e13\u4e3a\u56fe\u5f62\u5904\u7406\u8bbe\u8ba1 \u7684\uff09GPU\u3002\u90a3\u662f\u5728\u6211\u4eec\u53d1\u660e\u4eba\u5de5\u667a\u80fd<\/mark>\u5de5\u5382\u4e4b\u524d\u3002 \u6211\u4eec\u5bf9\u8ba1\u7b97\u673a\u884c\u4e1a\u7684\u7b2c\u4e00\u4e2a\u91cd\u5927\u8d21\u732e\u662f\u901a\u8fc7\u5f15\u5165\u53ef\u7f16\u7a0b\u7740\u8272\u5668\uff0c\u91cd\u65b0\u5b9a\u4e49\u4e86\u8ba1\u7b97\u673a\u56fe\u5f62<\/mark>\u5b66 \u3002 \u6211\u4eec\u5728 2000 \u5e74\u63a8\u51fa\u4e86 GPU \u548c\u53ef\u7f16\u7a0b\u7740\u8272\u6280\u672f \uff0c\u5e0c\u671b\u5c06 GPU \u96c6\u6210\u5230\u6bcf\u53f0\u8ba1\u7b97\u673a\u4e2d\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5f00\u59cb\u5c06 GPU \u4e0e\u4e3b\u677f\u82af\u7247\u7ed3\u5408\uff0c\u5e76\u4e3a AMD<\/mark> \u7684 CPU \u63a8\u51fa\u4e86\u4e00\u6b3e\u51fa\u8272\u7684\u96c6\u6210\u56fe\u5f62\u82af\u7247\uff0c\u6211\u4eec\u7684\u82af\u7247\u7ec4\u4e1a\u52a1\u4e00\u4e3e\u6210\u529f\u3002\u6211\u8bb0\u5f97\u5b83\u51e0\u4e4e\u5728\u4e00\u591c\u4e4b\u95f4\u4ece\u96f6\u589e\u957f\u5230\u5341\u4ebf\u7f8e\u5143\u3002\u4f46\u7a81\u7136\u4e4b\u95f4\uff0cAMD<\/mark> \u60f3\u8981\u63a7\u5236 PC \u4e2d\u7684\u6240\u6709\u6280\u672f\uff0c\u800c\u6211\u4eec\u5e0c\u671b\u4fdd\u6301\u72ec\u7acb\u3002\u56e0\u6b64\u4ed6\u4eec\u6536\u8d2d\u4e86 ATI\uff0c\u4e0d\u518d\u9700\u8981\u6211\u4eec\u4e86\u3002\u4e8e\u662f\u6211\u4eec\u8f6c\u5411\u82f1\u7279\u5c14<\/mark>\u3002\u00a0<\/p>\n

\u8fd9\u4e5f\u8bb8\u4e0d\u662f\u4e2a\u597d\u4e3b\u610f\uff0c\u4f46\u6211\u4eec\u8fd8\u662f\u6c42\u52a9\u4e8e\u82f1\u7279\u5c14<\/mark>\u3002\u901a\u8fc7\u8c08\u5224\uff0c\u6211\u4eec\u83b7\u5f97\u4e86\u8fde\u63a5\u82f1\u7279\u5c14<\/mark> CPU \u7684\u8bb8\u53ef\u3002\u82f9\u679c\u516c\u53f8\u5bf9\u6211\u4eec\u7684\u4ea7\u54c1\u975e\u5e38\u611f\u5174\u8da3\uff0c\u9080\u8bf7\u6211\u4eec\u4e0e\u4ed6\u4eec\u5408\u4f5c\u5f00\u53d1\u4e00\u6b3e\u65b0\u7535\u8111\uff0c\u8fd9\u5c31\u662f\u7b2c\u4e00\u4ee3 MacBook Air\u3002\u82f1\u7279\u5c14<\/mark>\u770b\u5230\u53d1\u751f\u7684\u4e00\u5207\u540e\uff0c\u51b3\u5b9a\u4e0d\u518d\u8ba9\u6211\u4eec\u8fd9\u6837\u505a\u4e86\u3002\u4e8e\u662f\u4ed6\u4eec\u7ec8\u6b62\u4e86\u6211\u4eec\u7684\u534f\u8bae\u3002<\/p>\n

\u5f53\u6211\u4eec\u518d\u6b21\u8f6c\u5411\u65f6\uff0c\u8fd9\u6b21\u6211\u4eec\u83b7\u5f97\u4e86 ARM \u516c\u53f8\u7684\u6388\u6743\uff0c\u5e76\u5f00\u53d1\u4e86\u4f4e\u529f\u8017 SoC\u3001\u79fb\u52a8 SoC\uff0c\u5b9e\u9645\u4e0a\u662f\u4e16\u754c\u4e0a\u9996\u4e2a\u5b8c\u6574\u7684\u64cd\u4f5c\u8ba1\u7b97\u673a\u7684 SoC\u3002\u975e\u5e38\u4e86\u4e0d\u8d77\uff0c\u6211\u4eec\u7684\u82af\u7247\u88ab\u7528\u5728\u8c37\u6b4c\u8bbe\u5907\u4e2d\u3002\u4ed6\u4eec\u9080\u8bf7\u6211\u4eec\u5408\u4f5c\u5f00\u53d1\u4e00\u6b3e\u65b0\u8bbe\u5907\uff0c\u8fd9\u5c31\u662f\u5b89\u5353\u79fb\u52a8\u8bbe\u5907\u3002\u7136\u800c\uff0c\u9ad8\u901a\u4e0d\u5e0c\u671b\u6211\u4eec\u8fd9\u6837\u505a\uff0c\u6240\u4ee5\u4ed6\u4eec\u4e0d\u5e0c\u671b\u6211\u4eec\u8fde\u63a5\u5230\u4ed6\u4eec\u7684\u8c03\u5236\u89e3\u8c03\u5668\u4e0a\u3002\u800c\u5728\u6ca1\u6709\u8c03\u5236\u89e3\u8c03\u5668\u7684\u60c5\u51b5\u4e0b\uff0c\u5f88\u96be\u5236\u9020\u79fb\u52a8\u8bbe\u5907\u3002\u800c\u4e14\u5f53\u65f6\u4e5f\u6ca1\u6709\u5176\u4ed6\u7684 LTE \u8c03\u5236\u89e3\u8c03\u5668\u516c\u53f8\uff0c\u6240\u4ee5\u6211\u4eec\u4e0d\u5f97\u4e0d\u9000\u51fa\u79fb\u52a8\u8bbe\u5907\u5e02\u573a\u3002<\/p>\n

\u8fd9\u79cd\u60c5\u51b5\u51e0\u4e4e\u6bcf\u5e74\u90fd\u4f1a\u53d1\u751f\u3002\u6211\u4eec\u4f1a\u5efa\u9020\u4e00\u4e9b\u4e1c\u897f\u3002\u5b83\u4f1a\u975e\u5e38\u6210\u529f\uff0c\u5e26\u6765\u6570\u6708\u7684\u5174\u594b\u3002<\/p>\n

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\u8fd9\u5df2\u7ecf\u662f 10 \u591a\u5e74\u524d\u7684\u4e8b\u4e86\u300210 \u5e74\u540e\u7684\u4eca\u5929\uff0c\u6211\u5bf9\u6211\u4eec\u7684\u6210\u5c31\u548c\u521b\u9020\u4e0b\u4e00\u6ce2\u4eba\u5de5\u667a\u80fd<\/mark>\u6d6a\u6f6e\u7684\u673a\u4f1a\u611f\u5230\u65e0\u6bd4\u9ad8\u5174\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u6211\u4eec\u57f9\u517b\u4e86\u7075\u6d3b\u5e94\u53d8\u548c\u575a\u97e7\u4e0d\u62d4\u7684\u6587\u5316\u3002<\/p>\n

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2024 \u5c4a\u6bd5\u4e1a\u751f\uff0c\u6211\u5f88\u96be\u60f3\u8c61\u4f1a\u6709\u4eba\u6bd4\u4f60\u4e3a\u672a\u6765\u505a\u4e86\u66f4\u591a\u7684\u51c6\u5907\u3002\u4f60\u5949\u732e\u81ea\u5df1\uff0c\u4f60\u52aa\u529b\u5de5\u4f5c\u3002\u4f60\u4ece\u4e16\u754c\u4e0a\u6700\u8d1f\u76db\u540d\u7684\u5b66\u6821\u4e4b\u4e00\u83b7\u5f97\u4e86\u4e16\u754c\u4e00\u6d41\u7684\u6559\u80b2\u3002\u5f53\u4f60\u5f00\u59cb\u8fdb\u5165\u4e0b\u4e00\u9636\u6bb5\u65f6\uff0c\u501f\u9274\u6211\u7684\u7ecf\u9a8c\uff0c\u5e0c\u671b\u5b83\u4eec\u80fd\u5e2e\u52a9\u4f60\u5f00\u8f9f\u524d\u8fdb\u7684\u9053\u8def\u3002<\/p>\n

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\u6700\u540e\uff0c\u4f18\u5148\u5b89\u6392\u4f60\u7684\u751f\u6d3b\u3002\u6709\u5f88\u591a\u4e8b\u60c5\u5728\u53d1\u751f\uff0c\u6709\u5f88\u591a\u4e8b\u60c5\u8981\u505a\uff0c\u4f46\u662f\u8bf7\u4f18\u5148\u5b89\u6392\u4f60\u7684\u751f\u6d3b\uff0c\u4f60\u5c31\u4f1a\u6709\u8db3\u591f\u7684\u65f6\u95f4\u53bb\u505a\u91cd\u8981\u7684\u4e8b\u60c5\u3002<\/p>\n

\u795d\u8d3a 2024 \u5c4a\u7684\u6bd5\u4e1a\u751f\u4eec\uff0c\u53bb\u8ffd\u9010\u4f60\u4eec\u7684\u68a6\u60f3\u5427\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1a<\/sup><\/em><\/p>\n

https:\/\/www.reuters.com\/markets\/us\/nvidia-becomes-worlds-most-valuable-company-2024-06-18\/<\/em><\/sup><\/p>\n

https:\/\/www.youtube.com\/watch?v=Sc48ToLIQAY<\/sup><\/em><\/p>\n<\/section>\n

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