{"id":1055,"date":"2023-06-17T08:41:20","date_gmt":"2023-06-17T00:41:20","guid":{"rendered":""},"modified":"2023-06-17T08:48:17","modified_gmt":"2023-06-17T00:48:17","slug":"%e9%bb%84%e4%bb%81%e5%8b%8bnvidia%e6%80%bb%e9%83%a8%e5%88%9b%e4%b8%9a%e5%88%86%e4%ba%ab%ef%bc%9a%e6%9c%aa%e6%9d%a5%e5%bc%80%e5%8f%91%e8%80%85%e4%b8%8e%e4%b8%93%e6%9c%89%e6%a8%a1%e5%9e%8b%e6%98%af","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/1055.html","title":{"rendered":"\u9ec4\u4ec1\u52cbNvidia\u603b\u90e8\u521b\u4e1a\u5206\u4eab\uff1a\u672a\u6765\u5f00\u53d1\u8005\u4e0e\u4e13\u6709\u6a21\u578b\u662f\u4ec0\u4e48\u6837\u5b50\uff1f"},"content":{"rendered":"<p class=\"art-description\">\u672a\u6765\u4e0e\u73b0\u5728\uff0c\u8001\u9ec4 30 \u5e74\u7684\u4fe1\u5ff5<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-06-17\/78a5c2c59f08e57edcdbd86c7dcdd04c.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u9ec4\u4ec1\u52cbNvidia\u603b\u90e8\u521b\u4e1a\u5206\u4eab\uff1a\u672a\u6765\u5f00\u53d1\u8005\u4e0e\u4e13\u6709\u6a21\u578b\u662f\u4ec0\u4e48\u6837\u5b50\uff1f\u63d2\u56fe\" \/><\/p>\n<p>\u7f16\u8005\u6309\uff1a\u672c\u6587\u6765\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7 \u6709\u65b0Newin\uff08ID\uff1aNewinData\uff09\uff0c\u5fae\u65b0\u521b\u60f3\u7ecf\u6388\u6743\u53d1\u5e03\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbe\u5728\u4e0a\u5468\u7ed3\u675f\u4e86\u53d1\u5e03\u4f1a\uff0c\u4e0a\u6708\u66f4\u65e9\u7684\u65f6\u5019\uff0c\u7845\u8c37\u7684\u4e24\u4f4d\u77e5\u540d\u6295\u8d44\u4eba Sarah Guo \u548c Elad Gil \u5c31\u4e0e Jensen Huang\uff08\u9ec4\u4ec1\u52cb\uff09\u5728\u82f1\u4f1f\u8fbe\u5723\u514b\u62c9\u62c9\u7684\u603b\u90e8\u529e\u516c\u5ba4\u5c55\u5f00\u4e86\u4e00\u6b21\u5bf9\u8bdd\u3002<\/p>\n<p>\u5728\u5bf9\u8bdd\u4e2d\uff0cJensen Huang \u8ba8\u8bba\u4e86\u66f4\u5e7f\u6cdb\u7684\u5e73\u53f0\u8f6c\u53d8\u5bf9\u5f00\u53d1\u8005\u7684\u610f\u4e49\uff0c\u8c08\u5230\u4e86NVIDIA\u5bf9\u6c14\u5019\u548c\u751f\u7269\u5236\u836f\u7b49\u9886\u57df\u7684\u957f\u671f\u6295\u8d44\uff0c\u8fd9\u4e9b\u9886\u57df\u5c06\u53d7\u76ca\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u521b\u65b0\u5e94\u7528\uff0c\u4e0a\u5468\u53d1\u5e03\u7684\u4e0b\u4e00\u4ee3\u82af\u7247Hopper\uff0c\u4ee5\u53ca\u82f1\u4f1f\u8fbe\u4e3a\u4f55\u4ee5\u53ca\u5982\u4f55\u9009\u62e9\u89e3\u51b3\u5f53\u524d\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u5e76\u5728\u5bf9\u8bdd\u672b\u5c3e\u7559\u4e86\u4e00\u4e2a\u6709\u8da3\u7684\u5f69\u86cb\uff5e<\/p>\n<p>\u8fd9\u6b21\u5bf9\u8bdd\u5206\u4e3a 9 \u4e2a\u8bdd\u9898\uff0c\u5982\u4e0b\uff1a<\/p>\n<h2><strong>01 Nvidia \u7684\u8d77\u6e90<\/strong><\/h2>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u4ece\u4e00\u5f00\u59cb\u8bf4\u8d77\uff0c\u4f60\u5728\u521b\u529e\u516c\u53f8\u4e4b\u524d\u66fe\u5728 LSI\uff08Large Scale Integration\uff09\u548c AMD\uff08Advanced Micro Devices\uff09\u5de5\u4f5c\u8fc7\uff0c\u662f\u4ec0\u4e48\u6837\u7684\u7ecf\u5386\u5462\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u4ed6\u4eec\u7ed9\u4e86\u6211\u4e00\u4efd\u5de5\u4f5c\u3002\u6211\u5f53\u65f6\u5728\u4fc4\u52d2\u5188\u5dde\u7acb\u5927\u5b66\uff0c\u53c2\u52a0\u4e86\u5b66\u6821\u7ec4\u7ec7\u7684\u516c\u53f8\u62db\u8058\u65e5\uff0c\u9762\u8bd5\u4e86\u5f88\u591a\u516c\u53f8\u3002\u6709\u4e24\u5bb6\u516c\u53f8\u8ba9\u6211\u5370\u8c61\u6df1\u523b\uff0c\u6211\u559c\u6b22\u8bbe\u8ba1\u82af\u7247\u548c\u8ba1\u7b97\u673a\uff0c\u5f53\u65f6\u6211\u4eec\u8ba1\u7b97\u673a\u79d1\u5b66\u5b9e\u9a8c\u5ba4\u8d34\u7740\u4e00\u5f20 AMD \u7684 32 \u4f4d CPU 29000\u7684\u6d77\u62a5\uff0c\u6211\u4e00\u76f4\u89c9\u5f97\u80fd\u591f\u8bbe\u8ba1\u90a3\u6837\u7684\u82af\u7247\u5f88\u9177\uff0c\u8fd8\u6709\u4e00\u5bb6\u7531\u7845\u8c37\u7684\u521d\u521b\u516c\u53f8\uff0c\u4ed6\u4eec\u4f7f\u7528\u8f6f\u4ef6\u8bbe\u8ba1\u82af\u7247\uff0c\u800c\u4e0d\u662f\u624b\u5de5\u8bbe\u8ba1\uff0c\u91c7\u7528\u53ef\u7f16\u7a0b\u903b\u8f91\uff0c\u901a\u8fc7\u63cf\u8ff0\u8bed\u8a00\u5408\u6210\u82af\u7247\u3002<\/p>\n<p>\u6211\u9009\u62e9\u53bb\u4e86 AMD \uff0c\u5728\u90a3\u91cc\u8bbe\u8ba1\u5fae\u5904\u7406\u5668\uff0c\u800c\u6211\u7684\u529e\u516c\u5ba4\u540c\u4e8b\u53bb\u4e86 LSI\uff0c\u5979\u53bb\u4e86\u4e4b\u540e\uff0c LSI \u56e2\u961f\u544a\u8bc9\u6211\u4ed6\u4eec\u4e5f\u5e0c\u671b\u6211\u6765 LSI Logic \u5de5\u4f5c\uff0c\u5728\u524d\u540c\u4e8b\u7684\u9080\u8bf7\u4e0b\uff0c\u6211\u51b3\u5b9a\u53bb LSI \uff0c\u56e0\u4e3a\u90a3\u662f\u7535\u5b50\u8bbe\u8ba1\u81ea\u52a8\u5316\u884c\u4e1a\u7684\u8d77\u6b65\u9636\u6bb5\uff0c\u662f\u7528\u8ba1\u7b97\u673a\u8bbe\u8ba1\u82af\u7247\u7684\u5f00\u59cb\uff0c\u90a3\u53ef\u80fd\u662f\u6211\u7ecf\u5386\u8fc7\u7684\u6700\u597d\u7684\u4e8b\u60c5\u4e4b\u4e00\uff0c\u4e5f\u662f\u6bcf\u5bb6\u516c\u53f8\u90fd\u80fd\u591f\u81ea\u7814\u82af\u7247\u7684\u5f00\u59cb\u3002<\/p>\n<p>\u90a3\u65f6\u5019\u6211\u6709\u673a\u4f1a\u9047\u5230\u4e00\u4e9b\u4f18\u79c0\u7684\u8ba1\u7b97\u673a\u67b6\u6784\u5e08\uff0c\u6bd4\u5982 Andy Bechtolsheim \u662f Sun \u7684\u521b\u59cb\u4eba\uff0c\u6211\u4e5f\u6709\u5e78\u4e0e\u4e00\u4e9b\u5728Silicon Graphics \u5de5\u4f5c\u7684\u6770\u51fa\u67b6\u6784\u5e08\u5408\u4f5c\u8fc7\uff0c\u6bd4\u5982 John Rubenstein\uff0c\u4ed6\u66fe\u5728 Dana Computer \u5de5\u4f5c\uff0c\u540e\u6765\u6210\u4e3a\u82f9\u679c\u7684\u526f\u603b\u88c1\u3002<\/p>\n<p>\u6240\u4ee5\u5728\u5f88\u5c0f\u7684\u65f6\u5019\uff0c\u6211\u5c31\u6709\u673a\u4f1a\u4e0e\u4e00\u4e9b\u4e86\u4e0d\u8d77\u7684\u8ba1\u7b97\u673a\u67b6\u6784\u5e08\u4e00\u8d77\u5de5\u4f5c\uff0c\u4ece\u4e2d\u5b66\u5230\u4e86\u5f88\u591a\u5173\u4e8e\u4f7f\u7528\u82af\u7247\u6784\u5efa\u8ba1\u7b97\u673a\u7684\u77e5\u8bc6\uff0c\u90a3\u662f\u6211\u65e9\u671f\u7684\u7ecf\u5386\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u4f60\u4eec\u4ec0\u4e48\u65f6\u5019\u610f\u8bc6\u5230\u5fc5\u987b\u521b\u529e\u4e00\u5bb6\u516c\u53f8\u5462\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u90a3\u4e0d\u662f\u6211\u7684\u4e3b\u610f\uff0c\u662f Chris \u548c Curtis \u7684\u60f3\u6cd5\uff0c\u4ed6\u4eec\u60f3\u79bb\u5f00 Sun \uff0c\u800c\u6211\u5728 LSI  Logic \u5de5\u4f5c\u5f97\u5f88\u597d\uff0c\u6211\u559c\u6b22\u6211\u7684\u5de5\u4f5c\uff0c\u6211\u548c Lori \u6709\u4e24\u4e2a\u5b69\u5b50\uff0c\u5c31\u50cf\u4f60\u4e00\u6837\uff0c\u4ed6\u4eec\u4e0d\u505c\u5730\u544a\u8bc9\u6211\u8bf4\u4ed6\u4eec\u60f3\u521b\u529e\u4e00\u5bb6\u516c\u53f8\uff0c\u771f\u7684\u9700\u8981\u6211\u52a0\u5165\uff0c\u6211\u5f53\u65f6\u544a\u8bc9\u4ed6\u4eec\u6211\u771f\u7684\u9700\u8981\u4e00\u4efd\u5de5\u4f5c\uff0c\u65e0\u8bba\u5982\u4f55\uff0c\u5728\u521b\u529e\u4e4b\u524d\u4ed6\u4eec\u9700\u8981\u60f3\u6e05\u695a\u600e\u4e48\u505a\u3002<\/p>\n<p>\u5f53\u65f6\uff0c\u8ba1\u7b97\u673a\u8bbe\u8ba1\u7684\u4ef7\u503c\u5728\u901a\u7528\u8ba1\u7b97\u548c\u4f7f\u7528\u52a0\u901f\u5668\u4e4b\u95f4\u5b58\u5728\u5dee\u5f02\uff0c\u5927\u7ea6 99% \u7684\u4eba\u76f8\u4fe1\u901a\u7528\u8ba1\u7b97\uff0c\u53ea\u6709\u7ea6 1% \u7684\u4eba\u76f8\u4fe1\u52a0\u901f\u5668\uff0c\u5728\u8fc7\u53bb\u768425\u5e74\u91cc\uff0c99% \u7684\u4eba\u662f\u6b63\u786e\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u51b3\u5b9a\u521b\u529e\u4e00\u5bb6\u52a0\u901f\u8ba1\u7b97\u7684\u516c\u53f8\u3002<\/p>\n<p>\u5f53\u65f6\uff0c\u52a0\u901f\u8ba1\u7b97\u80fd\u505a\u7684\u4e8b\u60c5\u4e3b\u8981\u662f\u89e3\u51b3\u90a3\u4e9b\u901a\u7528\u8ba1\u7b97\u96be\u4ee5\u89e3\u51b3\u751a\u81f3\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u6211\u4eec\u7684\u516c\u53f8\u81f4\u529b\u4e8e\u89e3\u51b3\u90a3\u4e9b\u666e\u901a\u8ba1\u7b97\u673a\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\u3002\u5982\u679c\u8ffd\u6eaf\u8fd9\u4e2a\u4f7f\u547d\u7684\u6700\u7ec8\u76ee\u6807\uff0c\u6211\u4eec\u8d70\u5411\u4e86\u65e0\u4eba\u9a7e\u9a76\u6c7d\u8f66\u3001\u673a\u5668\u4eba\u3001\u6c14\u5019\u79d1\u5b66\u95ee\u9898\u3001\u6570\u5b57\u751f\u7269\u5b66\u7b49\u9886\u57df\u3002\u5f53\u7136\uff0c\u6700\u8457\u540d\u7684\u9886\u57df\u4e4b\u4e00\u5c31\u662f AI \u3002<\/p>\n<h2><strong>02 AI \u4f18\u52bf\u4e0e\u53d1\u5c55\u4e4b\u9053<\/strong><\/h2>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u6240\u4ee5\u5728\u5f53\u524d AI \u70ed\u6f6e\u4e4b\u524d\uff0c\u4f60\u4eec\u5df2\u7ecf\u5728\u5e7f\u6cdb\u7684\u5e94\u7528\u9886\u57df\u5de5\u4f5c\u4e86\u3002Nvidia \u5728 AI \u65b9\u9762\u6700\u521d\u7684\u6280\u672f\u4f18\u52bf\u662f\u4ec0\u4e48\uff1f\u4f60\u4eec\u662f\u4ec0\u4e48\u65f6\u5019\u5f00\u59cb\u610f\u8bc6\u5230\u8fd9\u5c06\u6210\u4e3a\u91cd\u8981\u7684\u5e94\u7528\u573a\u666f\u5462\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u6269\u5c55\u4e86\u6211\u4eec\u52a0\u901f\u5668\u7684\u7075\u6d3b\u6027\uff0c\u4f7f\u5176\u66f4\u5177\u901a\u7528\u6027\u3002\u6211\u4eec\u53d1\u660e\u4e86\u4e00\u79cd\u540d\u4e3a  CUDA \u7684\u65b0\u7684\u8ba1\u7b97\u6a21\u578b\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u8fd9\u662f\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u7684\u65b0\u6280\u672f\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u9700\u8981\u4e00\u4e9b\u52a0\u901f\u8ba1\u7b97\uff0c\u5e76\u5e0c\u671b\u6211\u4eec\u7684\u56fe\u5f62\u5904\u7406\u5668\u53d8\u5f97\u8d8a\u6765\u8d8a\u901a\u7528\u3002\u4e00\u5f00\u59cb\u7684\u539f\u56e0\u662f\u6211\u4eec\u9700\u8981\u8fdb\u884c\u901a\u7528\u56fe\u50cf\u5904\u7406\u548c\u540e\u671f\u6548\u679c\u76f8\u5173\u7684\u5de5\u4f5c\uff0c\u4f8b\u5982\u4f60\u6e32\u67d3\u56fe\u50cf\u7136\u540e\u8fdb\u884c\u540e\u671f\u6548\u679c\u5904\u7406\uff0c\u5f53\u7136\u8fd8\u6709\u5176\u4ed6\u5e94\u7528\uff0c\u6211\u4eec\u5e0c\u671b\u7ed9\u573a\u666f\u5e26\u6765\u751f\u673a\uff0c\u6240\u4ee5\u6211\u4eec\u5fc5\u987b\u8fdb\u884c\u7269\u7406\u5904\u7406\uff0c\u8fdb\u884c\u7269\u7406\u8ba1\u7b97\uff0c\u6709\u7c92\u5b50\u7269\u7406\u3001\u6d41\u4f53\u529b\u5b66\u7b49\u7b49\uff0c\u56e0\u6b64\u6211\u4eec\u6269\u5927\u4e86\u52a0\u901f\u8ba1\u7b97\u5e73\u53f0\u7684\u5e94\u7528\u8303\u56f4\uff0c\u4f7f\u5176\u53d8\u5f97\u8d8a\u6765\u8d8a\u901a\u7528\u3002<\/p>\n<p><strong>\u901a\u7528\u6027\u7684\u95ee\u9898\u5728\u4e8e\uff0c\u4f60\u8d8a\u901a\u7528\uff0c\u4f60\u5728\u7279\u5b9a\u9886\u57df\u7684\u52a0\u901f\u6548\u679c\u5c31\u8d8a\u4f4e\uff0c\u6240\u4ee5\u5fc5\u987b\u975e\u5e38\u5c0f\u5fc3\u5730\u627e\u5230\u90a3\u6761\u7ebf\uff0c\u8fd9\u662f\u6211\u4eec\u516c\u53f8\u7684\u4e00\u4e2a\u5929\u8d4b\uff0c\u627e\u5230\u5728\u4e00\u65b9\u9762\u6bcf\u4e00\u4ee3\u4ea7\u54c1\u90fd\u80fd\u7ed9\u5e94\u7528\u7a0b\u5e8f\u5e26\u6765\u5de8\u5927\u7684\u52a0\u901f\u6548\u679c\uff0c\u8fdc\u8fdc\u8d85\u8fc7 CPU \u7684\u80fd\u529b\uff0c\u4f46\u662f\u5982\u679c\u53d8\u5f97\u8fc7\u4e8e\u901a\u7528\uff0c\u5c31\u50cf CPU \u4e00\u6837\uff0c\u5982\u4f55\u7528 CPU \u6765\u52a0\u901f CPU \u5462\uff1f\u6240\u4ee5\u5fc5\u987b\u627e\u5230\u4e00\u79cd\u65b9\u6cd5\u6765\u5e73\u8861\u3002<\/strong><\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u4e0d\u6269\u5927\u4f60\u6240\u670d\u52a1\u7684\u5e94\u7528\u9886\u57df\uff0c\u80fd\u591f\u4ea7\u751f\u7684\u7814\u53d1\u8d44\u91d1\u5c31\u4e0d\u8db3\u4ee5\u8d76\u4e0a CPU \uff0c\u56e0\u4e3a CPU \u662f\u5168\u7403\u7814\u53d1\u9884\u7b97\u6700\u5927\u7684\u82af\u7247\uff0c\u60f3\u4e00\u4e0b\u8fd9\u4e2a\u95ee\u9898\uff0c\u5b9e\u9645\u4e0a\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\uff0c\u56e0\u4e3a\u6709\u4e00\u4e2a\u89c4\u6a21\u8f83\u5c0f\u7684\u5e94\u7528\u5e02\u573a\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a 10 \u4ebf\u7f8e\u5143\u5e02\u573a\uff0c\u5728\u8fd9\u4e2a 10 \u4ebf\u7f8e\u5143\u5e02\u573a\u4e2d\uff0c\u4f60\u6bcf\u5e74\u6295\u8d44 1.5 \u4ebf\u7f8e\u5143\uff0c\u5982\u4f55\u8ddf\u4e0a\u51e0\u5343\u4ebf\u7f8e\u5143\u89c4\u6a21\u7684\u884c\u4e1a\uff1f\u8fd9\u751a\u81f3\u662f\u4e0d\u5408\u7406\u7684\u3002<\/p>\n<p><strong>\u6240\u4ee5\u5fc5\u987b\u975e\u5e38\u5c0f\u5fc3\u5730\u627e\u5230\u90a3\u4e2a\u975e\u5e38\u7ec6\u5c0f\u7684\u5e02\u573a\uff0c\u4f7f\u5f97 1.5 \u4ebf\u7f8e\u5143\u80fd\u591f\u5f02\u5e38\u5730\u548c\u75af\u72c2\u5730\u52a0\u901f\u8fd9\u4e2a\u7279\u5b9a\u7684\u5e94\u7528\uff0c\u7136\u540e\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u53ef\u4ee5\u6269\u5927\u5e94\u7528\u8303\u56f4\uff0c\u4f7f\u5e02\u573a\u89c4\u6a21\u4ece 10 \u4ebf\u7f8e\u5143\u589e\u957f\u5230 50\uff5e100\u4ebf\u7f8e\u5143\uff0c\u800c\u4e0d\u4f1a\u6389\u8fdb\u90a3\u4e2a\u60ac\u5d16\uff0c\u8fd9\u662f\u6211\u4eec\u52aa\u529b\u5bfb\u627e\u7684\u5e73\u8861\u70b9\uff0c\u6240\u4ee5\u6211\u4eec\u4e0d\u65ad\u6269\u5927\u901a\u7528\u6027\uff0c\u8fd9\u8ba9\u6211\u4eec\u8fdb\u5165\u4e86\u5206\u5b50\u52a8\u529b\u5b66\u6a21\u62df\u9886\u57df\uff0c\u5c31\u50cf\u8fd9\u5f20\u56fe\u7247\u770b\u8d77\u6765\u7684\u6837\u5b50\uff0c\u5730\u9707\u5904\u7406\u662f\u53e6\u4e00\u4e2a\u884c\u4e1a\uff0c\u901a\u8fc7\u8fd9\u6837\u4e00\u70b9\u4e00\u6ef4\u7684\u52aa\u529b\uff0c\u6211\u4eec\u6269\u5927\u4e86\u5e94\u7528\u8303\u56f4\u3002<\/strong><\/p>\n<p>\u6211\u4eec\u505a\u5f97\u4e0d\u9519\u7684\u4e00\u70b9\u662f\u786e\u4fdd\u65e0\u8bba\u4f7f\u7528\u6211\u4eec\u7684\u5e73\u53f0\u8fdb\u884c\u901a\u7528\u8ba1\u7b97\u8fd8\u662f\u52a0\u901f\u8ba1\u7b97\uff0c\u59cb\u7ec8\u4fdd\u6301\u67b6\u6784\u7684\u517c\u5bb9\u6027\uff0c\u539f\u56e0\u662f\u56e0\u4e3a\u6211\u4eec\u5e0c\u671b\u6709\u4e00\u4e2a\u80fd\u5438\u5f15\u5f00\u53d1\u8005\u7684\u5e73\u53f0\uff1b\u5982\u679c\u5168\u7403\u6bcf\u4e00\u6b3e Nvidia \u82af\u7247\u90fd\u4e0d\u517c\u5bb9\uff0c\u5f00\u53d1\u8005\u600e\u4e48\u80fd\u9009\u62e9\u4e00\u6b3e\u5462\uff1f\u5373\u4f7f\u4ed6\u4eec\u4e86\u89e3\u5230  CUDA \u5bf9\u4ed6\u4eec\u6765\u8bf4\u5f88\u91cd\u8981\uff0c\u4ed6\u4eec\u8be5\u9009\u62e9\u54ea\u4e2a\u82af\u7247\u6765\u5f00\u53d1\u5e94\u7528\u5462\uff1f\u6ca1\u6709\u4eba\u80fd\u591f\u5f04\u6e05\u695a\u3002<\/p>\n<p>\u6240\u4ee5\uff0c\u5982\u679c\u6211\u4eec\u76f8\u4fe1\u8fd9\u4e2a\u67b6\u6784\uff0c\u5982\u679c\u6211\u4eec\u5e0c\u671b\u5b83\u6210\u4e3a\u4e00\u4e2a\u65b0\u7684\u8ba1\u7b97\u5e73\u53f0\uff0c\u90a3\u5c31\u8ba9\u6211\u4eec\u786e\u4fdd\u6211\u4eec\u7684\u6bcf\u4e00\u6b3e\u82af\u7247\u7684\u6027\u80fd\u5b8c\u5168\u76f8\u540c\uff0c\u5c31\u50cf x86\u3001ARM \u6216\u4efb\u4f55\u8ba1\u7b97\u5e73\u53f0\u4e00\u6837\uff0c\u6240\u4ee5\u5728\u6700\u5f00\u59cb\u7684 5\uff5e10 \u5e74\u91cc\uff0c\u6211\u4eec\u7684  CUDA \u5ba2\u6237\u5f88\u5c11\uff0c\u4f46\u6211\u4eec\u4f7f\u6bcf\u4e00\u6b3e\u82af\u7247\u90fd\u517c\u5bb9  CUDA \uff0c\u4f60\u53ef\u4ee5\u56de\u987e\u5386\u53f2\uff0c\u770b\u770b\u6211\u4eec\u7684\u6bdb\u5229\u7387\uff0c\u5f00\u59cb\u65f6\u5f88\u4f4e\uff0c\u7136\u540e\u53d8\u5f97\u66f4\u4f4e\uff0c\u56e0\u4e3a\u6211\u4eec\u5904\u5728\u4e00\u4e2a\u7ade\u4e89\u6fc0\u70c8\u7684\u884c\u4e1a\u4e2d\uff0c\u6211\u4eec\u4ecd\u5728\u52aa\u529b\u6478\u7d22\u5982\u4f55\u505a\u597d\u6211\u4eec\u7684\u5de5\u4f5c\u5e76\u5efa\u9020\u6210\u672c\u6548\u76ca\u9ad8\u7684\u4ea7\u54c1\uff0c\u8fd9\u672c\u8eab\u5c31\u5f88\u5177\u6311\u6218\u6027\uff0c\u7136\u540e\u6211\u4eec\u53c8\u628a\u5b83\u53e0\u52a0\u5728 CUDA \u67b6\u6784\u4e0a\uff0c\u8fd9\u4e2a\u67b6\u6784\u6ca1\u6709\u5e94\u7528\uff0c\u5c31\u6ca1\u6709\u4eba\u4e3a\u5b83\u4e70\u5355\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u8fd9\u771f\u662f\u4ee4\u4eba\u60ca\u8bb6\uff0c\u56e0\u4e3a\u73b0\u5728\u5f53\u6211\u4e0e AI \u754c\u7684\u4eba\u4ea4\u8c08\u65f6\uff0c\u4ed6\u4eec\u975e\u5e38\u559c\u6b22\u4f7f\u7528 Nvidia \u7684GPU\uff0c\u539f\u56e0\u4e4b\u4e00\u662f\u56e0\u4e3a CUDA \u548c\u53ef\u6269\u5c55\u4e92\u8054\u7684\u80fd\u529b\uff0c\u6240\u4ee5\u4f60\u53ef\u4ee5\u9ad8\u5ea6\u5e76\u884c\u5316\u8fd9\u4e9b\u5904\u7406\uff0c\u8fd9\u662f\u5176\u4ed6\u65b9\u6cd5\u6216\u73b0\u6709\u5e02\u573a\u4e0a\u7684\u67b6\u6784\u65e0\u6cd5\u505a\u5230\u7684\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u8fd9\u4e2a\u8ba1\u7b97\u5e73\u53f0\u5e26\u6765\u4e86\u4e00\u4e9b\u5947\u8ff9\u822c\u7684\u6548\u679c\u3002\u6211\u4eec\u5c06\u5b83\u901a\u8fc7  Geforce\u8fd9\u5f20\u6e38\u620f\u5361\u5e26\u7ed9\u5168\u4e16\u754c\uff0c\u8fd9\u662f  Geoffrey Hinton  \u5b9e\u9a8c\u5ba4\u7684\u7b2c\u4e00\u6b3e GPU\uff0c\u60f3\u8c61\u4e00\u4e0b\uff0cJeff\u8d70\u8fdb\u6765\u8bf4\uff1a\u201c\u8fd9\u662f\u51e0\u5f20GPU\uff0c\u53eb\u505a Geforce\uff0c\u4f60\u4eec\u5e94\u8be5\u8bd5\u7740\u7528\u5b83\u6765\u8fdb\u884c\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u201d\uff0c\u4f46\u5f53\u65f6\u5b83\u4ec5\u4ec5\u662f\u4e00\u5f20\u6e38\u620f\u5361\u3002<\/p>\n<h2><strong>03 \u4ece\u6e38\u620f\u8de8\u754c Crypto \u4e0eAI<\/strong><\/h2>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u4f60\u5f53\u521d\u6709\u54ea\u4e9b\u5e94\u7528\u60f3\u6cd5\uff1f\u56e0\u4e3a\u4ece\u4f60\u7684\u89c2\u70b9\u6765\u770b\uff0c\u4f60\u4ece90\u5e74\u4ee3\u5f00\u59cb\u521b\u529e\u516c\u53f8\u65f6\uff0c\u4ece\u975e\u5e38\u53d7\u6b22\u8fce\u4f46\u6e38\u620f\u9886\u57df\u5f00\u59cb\uff0c\u7136\u540e\u6211\u5f00\u59cb\u8d8a\u6765\u8d8a\u591a\u5730\u542c\u5230\u6709\u5173 Nvidia  GPU \u7684\u6d88\u606f\uff0c\u65e0\u8bba\u662f\u5728\u52a0\u5bc6\u8d27\u5e01\u548c\u6316\u77ff\u7684\u80cc\u666f\u4e0b\uff0c\u8fd8\u662f\u5728 AI \u7684\u80cc\u666f\u4e0b\uff0c\u4f3c\u4e4e\u8fd9\u662f\u4e24\u4e2a\u5e02\u573a\uff0c\u8bb8\u591a\u4eba\u90fd\u81ea\u7136\u800c\u7136\u5730\u9009\u62e9\u4e86\u4f60\u4eec\u7684\u4ea7\u54c1\uff0c\u662f\u56e0\u4e3a\u4f60\u4eec\u9488\u5bf9\u8fd9\u4e9b\u7fa4\u4f53\u8fdb\u884c\u5e02\u573a\u8425\u9500\u5417\uff1f\u8fd8\u662f\u4eba\u4eec\u5f00\u59cb\u610f\u8bc6\u5230\u4ed6\u4eec\u9700\u8981\u7684\u4ea7\u54c1\u5462\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u8fd9\u5c31\u662f\u8ba1\u7b97\u5e73\u53f0\u7684\u7f8e\u5999\u4e4b\u5904\uff0c\u5bf9\u5427\uff1f\u4e00\u5f00\u59cb\u4f60\u5fc5\u987b\u9488\u5bf9\u5e94\u7528\u8fdb\u884c\u5b9a\u4f4d\uff0c\u6211\u4eec\u505a\u7684\u7b2c\u4e00\u4e2a\u5e94\u7528\u4e4b\u4e00\u662f\u5730\u9707\u5904\u7406\uff0c\u5b83\u4eec\u90fd\u662f\u90a3\u79cd\u7c92\u5b50\u7269\u7406\u5b66\u7684\u5e94\u7528\uff1b\u53e6\u4e00\u4e2a\u662f\u56fe\u50cf\u5904\u7406\u4ee5\u53ca\u9006\u7269\u7406\u5b66\uff0c\u5728\u4e00\u4e2a\u7279\u5b9a\u7684\u9886\u57df\uff0c\u6211\u4eec\u53ea\u662f\u53bb\u627e\u4eba\u8fdb\u884c\u7814\u7a76\uff0c\u6211\u4eec\u53bb\u79d1\u5b66\u8ba1\u7b97\u4e2d\u5fc3\uff0c\u95ee\u4ed6\u4eec\u6709\u54ea\u4e9b\u8d85\u51fa\u4ed6\u4eec\u80fd\u529b\u8303\u56f4\u7684\u95ee\u9898\uff1f\u5e94\u7528\u9886\u57df\u7684\u6e05\u5355\u5305\u62ec\u91cf\u5b50\u5316\u5b66\u3001\u91cf\u5b50\u7269\u7406\u7b49\u7b49\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u90a3\u4e48\u4f60\u4ec0\u4e48\u65f6\u5019\u610f\u8bc6\u5230\uff0c\u54c7\uff0c\u8fd9\u4e2a AI \u7684\u4e1c\u897f\u5bf9\u6211\u4eec\u6765\u8bf4\u771f\u7684\u5f88\u91cd\u8981\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u60f3\u5927\u7ea6\u662f\u5728 2012 \u5e74\u5427\u3002\u540c\u65f6\uff0cAndrew Ang \u8054\u7cfb\u4e86\u6211\u4eec\u7684\u9996\u5e2d\u79d1\u5b66\u5bb6 Bill Daly\uff0c\u5e0c\u671b\u627e\u5230\u4e00\u79cd\u65b9\u6cd5\u5c06\u4ed6\u4eec\u6b63\u5728\u7814\u7a76\u7684\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u653e\u5165 GPU \u4e2d\uff0c\u8fd9\u6837\u4ed6\u4eec\u5c31\u53ef\u4ee5\u7528\u51e0\u4e2a GPU \u6765\u8fdb\u884c\u8bad\u7ec3\uff0c\u800c\u4e0d\u662f\u4f7f\u7528\u6210\u5343\u4e0a\u4e07\u53f0 CPU \u670d\u52a1\u5668\u3002\u51e0\u4e4e\u540c\u65f6\uff0c Geoffrey Hinton  \u4e5f\u8054\u7cfb\u4e86\u6211\u4eec\uff0c\u6211\u4eec\u5f00\u59cb\u542c\u8bf4\u8fd9\u65b9\u9762\u7684\u4e8b\u60c5\uff0c\u800c\u4e14 Yann LeCun \u5728\u4ed6\u7684\u5b9e\u9a8c\u5ba4\u4e5f\u53d1\u751f\u4e86\u540c\u6837\u7684\u4e8b\u60c5\uff0c\u6240\u4ee5\u5728\u51e0\u4e2a\u4e0d\u540c\u7684\u5b9e\u9a8c\u5ba4\u91cc\uff0c\u6211\u4eec\u540c\u65f6\u611f\u53d7\u5230\u4e86\u8fd9\u79cd\u795e\u7ecf\u7f51\u7edc\u7684\u51fa\u73b0\uff0c\u8fd9\u5f15\u8d77\u4e86\u6211\u4eec\u7684\u6ce8\u610f\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u6211\u60f3 2012 \u5e74\u4e5f\u662f AlexNet \u53d1\u5e03\u7684\u4e00\u5e74\uff0c\u6211\u89c9\u5f97\u90a3\u771f\u7684\u662f\u6df1\u5ea6\u5b66\u4e60\u7684\u4e00\u4e2a\u8f6c\u6298\u70b9\uff0c\u81f3\u5c11\u5728\u6211\u8bb0\u5fc6\u4e2d\uff0c\u6211\u8ba4\u4e3a\u90a3\u662f\u4e00\u4e2a\u4ee4\u4eba\u6fc0\u52a8\u7684 AI \u6d6a\u6f6e\u7684\u5f00\u59cb\uff0c\u7136\u540e\u6211\u89c9\u5f97\u5728\u63a5\u4e0b\u6765\u7684 10 \u5e74\u91cc\uff0c\u521b\u4e1a\u516c\u53f8\u5e76\u6ca1\u6709\u771f\u6b63\u53d1\u751f\u4ec0\u4e48\uff0c\u4f46\u5f88\u591a\u8001\u724c\u516c\u53f8\u5f00\u59cb\u91c7\u7528\u8fd9\u79cd\u6280\u672f\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u5728\u4e4b\u524d\u5c31\u5f00\u59cb\u611f\u53d7\u5230\u4e86\uff0c\u4e5f\u542c\u8bf4\u8fc7\u4e86\uff0c\u6709\u4e00\u5f20\u56fe\u7247\u5438\u5f15\u4e86\u6211\u4eec\u6240\u6709\u4eba\u7684\u6ce8\u610f\u529b\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u4f60\u66fe\u7ecf\u63d0\u5230\u8fc7\u65e9\u671f\u7684 AI \u5b9e\u9a8c\u5ba4\u4f7f\u7528 Nvidia \u7684\u6e38\u620f\u5361\uff0c\u56e0\u4e3a\u4f60\u4eec\u89e3\u51b3\u4e86\u5176\u4ed6\u4eba\u65e0\u6cd5\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u5e76\u63d0\u9ad8\u4e86\u6548\u7387\u548c\u89c4\u6a21\uff0c\u5728 Nvidia \u5f00\u59cb\u6295\u8d44\u67d0\u4e2a\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u4ed6\u4eec\u662f\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u4e0d\u65ad\u589e\u957f\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u8fd8\u662f\u66f4\u50cf\u662f\u4e00\u4e2a\u5e73\u53f0\uff0c\u5e02\u573a\u4f1a\u63a5\u53d7\u5b83\u5462\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u4e0d\u662f\u7684\u3002\u6bcf\u6b21\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u5f97\u5230\u5e94\u7528\u65f6\uff0c\u6211\u4eec\u90fd\u4f1a\u95ee\u81ea\u5df1\uff0c\u5982\u4f55\u8ba9\u5b83\u53d8\u5f97\u66f4\u597d\uff1f\u8fd9\u6b21\u662f\u5728\u6df1\u5ea6\u5b66\u4e60\u65b9\u9762\uff0c\u6211\u4eec\u4f5c\u51fa\u7684\u91cd\u8981\u89c2\u5bdf\u662f\uff0c\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u7528\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u65b0\u7b97\u6cd5\uff0c\u867d\u7136\u5b83\u5728\u4e00\u5f00\u59cb\u4e3b\u8981\u5e94\u7528\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0a\uff0c\u8fd9\u5bf9\u6211\u4eec\u6765\u8bf4\u975e\u5e38\u6709\u5e2e\u52a9\u3002\u5982\u679c\u4ec5\u4ec5\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\uff0c\u6211\u4eec\u53ef\u4ee5\u5c06\u5b83\u7528\u4e8e\u5404\u79cd\u6709\u8da3\u7684\u5e94\u7528\uff0c\u6bd4\u5982\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u548c\u673a\u5668\u4eba\u6280\u672f\u3002<\/p>\n<p><strong>\u6211\u4eec\u786e\u5b9e\u4f7f\u7528\u4e86\u5b83\uff0c\u4f46\u53d1\u73b0\u8fd9\u53ef\u80fd\u662f\u4e00\u79cd\u5168\u65b0\u7684\u8f6f\u4ef6\u7f16\u5199\u65b9\u5f0f\uff0c\u5e76\u4e14\u6211\u4eec\u95ee\u81ea\u5df1\uff0c\u8fd9\u5bf9\u82af\u7247\u8bbe\u8ba1\u3001\u7cfb\u7edf\u8bbe\u8ba1\u3001\u4e92\u8fde\u3001\u7b97\u6cd5\u548c\u7cfb\u7edf\u8f6f\u4ef6\u6709\u4ec0\u4e48\u5f71\u54cd\uff0c\u4ee5\u4fbf\u771f\u6b63\u601d\u8003\u7684\u4e0d\u4ec5\u4ec5\u662f\u8fd9\u4e2a\u9886\u57df\u4e3a\u4ec0\u4e48\u5982\u6b64\u4ee4\u4eba\u5174\u594b\uff0c\u5b83\u4e3a\u4ec0\u4e48\u5982\u6b64\u6709\u6548\uff0c\u8fd9\u5728\u672c\u8d28\u4e0a\u662f\u4e2a\u5947\u8ff9\uff0cImageNet \u5728\u6ca1\u6709\u4efb\u4f55\u4eba\u4e3a\u8bbe\u8ba1\u7684\u7279\u5b9a\u7b97\u6cd5\u7684\u60c5\u51b5\u4e0b\uff0c\u4e0e 30 \u5e74\u7684\u8ba1\u7b97\u673a\u89c6\u89c9\u7b97\u6cd5\u76f8\u6bd4\uff0c\u4e00\u591c\u4e4b\u95f4\u5c31\u8fbe\u5230\u4e86\u76f8\u5f53\u9ad8\u7684\u51c6\u786e\u6027\uff0c\u8fd9\u662f\u4e00\u6b21\u98de\u8dc3\u3002<\/strong><\/p>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u8981\u95ee\u7684\u95ee\u9898\u662f\u5b83\u4e3a\u4ec0\u4e48\u5982\u6b64\u6709\u6548\uff1f\u5b83\u662f\u5426\u53ef\u6269\u5c55\uff1f\u5982\u679c\u5b83\u53ef\u6269\u5c55\uff0c\u90a3\u5bf9\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u5176\u4ed6\u9886\u57df\u6709\u4ec0\u4e48\u5f71\u54cd\uff1f\u8fd9\u4e2a\u80fd\u89e3\u51b3\u9ad8\u7ef4\u5ea6\u95ee\u9898\u7684\u901a\u7528\u51fd\u6570\uff0c\u53ea\u9700\u8981\u8db3\u591f\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u5f53\u65f6\u6211\u4eec\u76f8\u4fe1\u53ef\u4ee5\u5f97\u5230\u8db3\u591f\u7684\u6570\u636e\uff0c\u4ee5\u53ca\u5c06\u8fd9\u4e2a\u6a21\u578b\u7cfb\u7edf\u5730\u9010\u5c42\u8bad\u7ec3\u5230\u4e00\u4e2a\u826f\u597d\u7684\u72b6\u6001\u3002<\/p>\n<h2><strong>04 \u66f4\u5e7f\u6cdb\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u8f6c\u53d8<\/strong><\/h2>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u4f60\u80fd\u66f4\u8be6\u7ec6\u5730\u8c08\u8c08\u4f60\u662f\u5982\u4f55\u770b\u5f85\u8fd9\u79cd\u66f4\u5e7f\u6cdb\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u8f6c\u53d8\u7684\u5417\uff1f\u6bd4\u5982\u9875\u9762\u662f\u5982\u4f55\u751f\u6210\u548c\u670d\u52a1\u7684\uff0c\u8fd8\u6709\u5176\u4ed6\u65b9\u9762\u7684\u53d8\u5316\uff0c\u4e0e AI \u7684\u8f6c\u53d8\u76f8\u5173\u7684\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u73b0\u5728\u5feb\u8fdb 10 \u5e74\uff0c\u524d 5 \u5e74\u6211\u4eec\u4e00\u76f4\u5728\u601d\u8003\u6574\u4e2a\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u5f71\u54cd\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u6211\u4eec\u5f00\u53d1\u4e86\u5404\u79cd\u65b0\u6a21\u578b\uff0c\u4ece\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u5230\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\uff0c\u518d\u5230\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\uff0c\u8fd8\u6709\u5176\u4ed6\u5404\u79cd\u65b0\u6a21\u578b\uff0c\u5e76\u4e14\u5c06\u5b83\u4eec\u6269\u5c55\u5f97\u8d8a\u6765\u8d8a\u5927\uff0c\u5728\u611f\u77e5\u6a21\u578b\u65b9\u9762\u53d6\u5f97\u4e86\u5f88\u5927\u8fdb\u5c55\u3002\u5f53\u7136\uff0c Transformer \u662f\u4e00\u4e2a\u91cd\u8981\u7684\u91cc\u7a0b\u7891\uff0cBERT \u4e5f\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u91cc\u7a0b\u7891\uff0c\u4f60\u4eec\u90fd\u5bf9\u8fd9\u4e2a\u6545\u4e8b\u975e\u5e38\u4e86\u89e3\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u5728 Transformer s\u548c BERT \u7b49\u65b9\u9762\uff0c\u4f60\u4eec\u662f\u5426\u770b\u5230\u4e86\u91cf\u7684\u589e\u957f\u7684\u53d8\u5316\uff1f\u56e0\u4e3a\u611f\u89c9\u8fd9\u79cd\u5177\u5907\u6ce8\u610f\u529b\u673a\u5236\u7684\u67b6\u6784\u4f7f\u5f97\u6a21\u578b\u7684\u89c4\u6a21\u5316\u6210\u4e3a\u53ef\u80fd\uff0c\u8fd9\u4e5f\u662f\u4ea7\u4e1a\u53d1\u5c55\u7684\u63a8\u52a8\u529b\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u55ef\uff0c\u4f60\u80fd\u591f\u4ece\u7a7a\u95f4\u6570\u636e\u548c\u987a\u5e8f\u6570\u636e\u4e2d\u5b66\u4e60\u6a21\u5f0f\u548c\u5173\u7cfb\uff0c\u8fd9\u4e00\u5b9a\u662f\u4e00\u79cd\u975e\u5e38\u6709\u6548\u7684\u67b6\u6784\uff0c\u6240\u4ee5\u6211\u8ba4\u4e3a\u4ece\u57fa\u672c\u539f\u7406\u4e0a\u6765\u8bf4\uff0c\u4f60\u53ef\u4ee5\u60f3\u8c61 Transformer \u4f1a\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u7a81\u7834\u3002\u6b64\u5916\uff0c\u4f60\u53ef\u4ee5\u5e76\u884c\u8bad\u7ec3\u5b83\uff0c\u771f\u6b63\u5c06\u8fd9\u4e2a\u6a21\u578b\u6269\u5c55\u8d77\u6765\uff0c\u8fd9\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\u5f53 Transformer \u9996\u6b21\u95ee\u4e16\u65f6\uff0c\u6211\u4eec\u610f\u8bc6\u5230\u5b83\u514b\u670d\u4e86\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c\u957f\u77ed\u671f\u8bb0\u5fc6\u7f51\u7edc\u7684\u5c40\u9650\u6027\uff0c\u6211\u4eec\u73b0\u5728\u53ef\u4ee5\u4ee5\u4e00\u79cd\u975e\u5e38\u5927\u89c4\u6a21\u7684\u65b9\u5f0f\u5b66\u4e60\u987a\u5e8f\u6570\u636e\u3002\u8fd9\u975e\u5e38\u4ee4\u4eba\u5174\u594b\uff0cBERT \u4e5f\u975e\u5e38\u4ee4\u4eba\u5174\u594b\uff0c\u6211\u4eec\u81ea\u5df1\u8bad\u7ec3\u4e86\u4e00\u4e9b\u65e9\u671f\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u53d6\u5f97\u4e86\u975e\u5e38\u597d\u7684\u7ed3\u679c\uff0c\u4f46\u76f4\u5230\u7ed3\u5408\u4e86\u5f3a\u5316\u5b66\u4e60\u548c\u4eba\u7c7b\u53cd\u9988\uff0c\u4ee5\u53ca\u4e0e\u68c0\u7d22\u6a21\u578b\u3001\u5bf9\u8bdd\u7ba1\u7406\u7b49\u65b9\u9762\u7684\u7a81\u7834\u6027\u5de5\u4f5c\u7ed3\u5408\u8d77\u6765\uff0c\u6211\u4eec\u624d\u771f\u6b63\u770b\u5230\u4e86\u4e00\u4e9b\u91cd\u5927\u8fdb\u5c55\u3002<\/p>\n<p><strong>\u76f4\u5230\u5404\u79cd\u8981\u7d20\u5f00\u59cb\u878d\u5408\uff0c\u6211\u4eec\u624d\u610f\u8bc6\u5230\u7f16\u7a0b\u8bed\u8a00\u5df2\u7ecf\u5b8c\u5168\u6539\u53d8\u4e86\u3002\u73b0\u5728\uff0c\u5728\u8ba1\u7b97\u7684\u5386\u53f2\u4e0a\uff0c\u7f16\u7a0b\u8ba1\u7b97\u673a\u7684\u8bed\u8a00\u662f\u4eba\u7c7b\u7684\u8bed\u8a00\uff0c\u53ef\u4ee5\u662f\u4efb\u4f55\u4e00\u79cd\u4eba\u7c7b\u8bed\u8a00\uff0c\u800c\u4e14\u751a\u81f3\u4e0d\u9700\u8981\u8bed\u6cd5\u6b63\u786e\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u7f16\u5199\u8ba1\u7b97\u673a\u7a0b\u5e8f\uff0c\u8fd9\u662f\u4e00\u4ef6\u4e86\u4e0d\u8d77\u7684\u4e8b\u60c5\u3002<\/strong><\/p>\n<p>\u8fd9\u662f\u4e2a\u5927\u95ee\u9898\uff0c\u56e0\u4e3a\u4f60\u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u7f16\u7a0b\uff0c\u5b83\u4f1a\u5199\u51fa\u4e0d\u540c\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u8fd9\u79cd\u65b0\u7684\u8ba1\u7b97\u6a21\u578b\u7684\u5f71\u54cd\u6709\u591a\u5927\uff1f\u663e\u7136\u975e\u5e38\u5927\uff0c\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48 ChatGPT \u662f\u5386\u53f2\u4e0a\u53d1\u5c55\u6700\u5feb\u7684\u5e94\u7528\u7a0b\u5e8f\u7684\u539f\u56e0\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u5728\u8282\u76ee\u4e2d\u8fd8\u6709 Alex gravely\uff0c\u4ed6\u662f\u8054\u5408\u7f16\u5199\u8005\u7684\u9996\u5e2d\u67b6\u6784\u5e08\uff0c\u4ed6\u6700\u559c\u6b22\u7684\u7528\u4f8b\u662f\u4e00\u4e9b\u4eba\u544a\u8bc9\u4ed6\u4ed6\u4eec\u4ee5\u524d\u4e0d\u4f1a\u7f16\u7a0b\uff0c\u73b0\u5728\u5374\u53ef\u4ee5\u4e86\uff0c\u6211\u8ba4\u4e3a\u8fd9\u79cd\u60c5\u51b5\u975e\u5e38\u6c11\u4e3b\u5316\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u771f\u662f\u4ee4\u4eba\u60ca\u5947\uff0c\u4f60\u53ef\u4ee5\u7ed9 ChatGPT \u63d0\u4f9b\u4e00\u4e2a\u95ee\u9898\uff0c\u5b83\u4f1a\u9010\u6b65\u63a8\u7406\uff0c\u4f46\u6700\u540e\u5f97\u51fa\u4e86\u9519\u8bef\u7684\u7b54\u6848\uff1b\u4f46\u53e6\u4e00\u65b9\u9762\uff0c\u4f60\u53ef\u4ee5\u8ba9\u5b83\u5199\u4e00\u4e2a\u89e3\u51b3\u540c\u6837\u95ee\u9898\u7684\u7a0b\u5e8f\uff0c\u5b83\u5374\u80fd\u5b8c\u7f8e\u5730\u89e3\u51b3\u95ee\u9898\uff0c\u8fd9\u79cd\u5e94\u7528\u65e2\u53ef\u4ee5\u63a8\u7406\u89e3\u51b3\u95ee\u9898\uff0c\u505a\u5f97\u76f8\u5f53\u4e0d\u9519\uff0c\u5df2\u7ecf\u975e\u5e38\u63a5\u8fd1\u4e86\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u5b83\u4e5f\u53ef\u4ee5\u5b8c\u5168\u5199\u51fa\u4e00\u4e2a\u89e3\u51b3\u76f8\u540c\u95ee\u9898\u7684\u7a0b\u5e8f\uff0c\u4f60\u5fc5\u987b\u771f\u6b63\u601d\u8003\u4e00\u4e0b\u8fd9\u4e2a\u610f\u4e49\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u5c06\u5b83\u770b\u4f5c\u672a\u6765\u4e16\u754c\u7684\u67d0\u79cd\u5f62\u5f0f\u7684\u673a\u5668\u611f\u77e5\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p><strong>\u4ece\u6280\u672f\u4e0a\u8bb2\uff0c\u6211\u4e0d\u77e5\u9053\u90a3\u4e2a\u8bcd\u662f\u4ec0\u4e48\u610f\u601d\uff0c\u4f46\u6211\u76f8\u4fe1\u6211\u4eec\u73b0\u5728\u62e5\u6709\u4e00\u79cd\u8f6f\u4ef6\uff0c\u5b83\u80fd\u591f\u63a8\u7406\u548c\u89e3\u51b3\u8bb8\u591a\u7c7b\u578b\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u80fd\u591f\u6301\u7eed\u4e0d\u65ad\u5730\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\u6216\u7a0b\u5e8f\u3002<\/strong><\/p>\n<h2><strong>05 \u672a\u6765\u7684\u5f00\u53d1\u8005\u4e0e\u4e13\u6709\u6a21\u578b<\/strong><\/h2>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u90a3\u4e48\uff0c\u5c55\u671b\u672a\u6765\uff0c\u4f60\u5982\u4f55\u8003\u8651 Nvidia \u7684\u4e1a\u52a1\u53d1\u5c55\u65b9\u5411\uff1f\u4f60\u8fc7\u53bb\u63d0\u5230\u8fc7 Nvidia \u5728\u8bad\u7ec3\u6a21\u578b\u65b9\u9762\u505a\u4e86\u4e00\u4e9b\u975e\u5e38\u6709\u8da3\u7684\u4e8b\u60c5\uff0c\u8fd9\u5c06\u662f\u4f60\u672a\u6765\u4e3b\u8981\u5173\u6ce8\u7684\u4e00\u90e8\u5206\u5417\uff1f\u8fd8\u662f\u4e3b\u8981\u5173\u6ce8\u82af\u7247\u65b9\u9762\uff1f\u4f60\u5982\u4f55\u8003\u8651\u63a8\u52a8\u7814\u7a76\u5e76\u6210\u4e3a\u884c\u4e1a\u7684\u57fa\u7840\u5e73\u53f0\u7684\u8fd9\u79cd\u7ec4\u5408\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u662f\u4e00\u5bb6\u8ba1\u7b97\u5e73\u53f0\u516c\u53f8\uff0c\u6211\u4eec\u5fc5\u987b\u5411\u4e0a\u6e38\u53d1\u5c55\uff0c\u4ee5\u6ee1\u8db3\u5f00\u53d1\u8005\u7684\u9700\u6c42\uff0c\u95ee\u9898\u805a\u7126\u5728\u8c01\u662f\u5f00\u53d1\u8005\uff1f\u8d77\u521d\uff0c\u5f00\u53d1\u8005\u662f\u63a7\u5236\u81ea\u5df1\u64cd\u4f5c\u7cfb\u7edf\u7684\u4eba\uff0c\u6240\u4ee5\u5728\u90a3\u4e9b\u65e5\u5b50\u91cc\uff0c\u6211\u4eec\u53ef\u80fd\u53ea\u9700\u8981\u5230\u8fbe\u8bbe\u5907\u9a71\u52a8\u7a0b\u5e8f\u6216\u7a0d\u5fae\u4f4e\u4e00\u4e9b\u7684\u5c42\u9762\uff0c\u4ee5\u67d0\u79cd\u65b9\u5f0f\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u4f7f\u7528\u3002<\/p>\n<p>\u5bf9\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u5176\u4ed6\u5404\u79cd\u9886\u57df\uff0c\u5f00\u53d1\u8005\u5b9e\u9645\u4e0a\u6b63\u5728\u4f7f\u7528\u67d0\u4e2a\u6c42\u89e3\u5668\uff0c\u4ed6\u4eec\u9700\u8981\u5c06\u8be5\u9886\u57df\u7684\u7b97\u6cd5\u4ee5\u67d0\u79cd\u65b9\u5f0f\u8868\u8fbe\u51fa\u6765\uff0c\u4ee5\u4fbf\u8fdb\u884c\u52a0\u901f\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5f53\u6211\u4eec\u6d89\u8db3\u591a\u9886\u57df\u7269\u7406\u95ee\u9898\u65f6\uff0c\u6211\u4eec\u610f\u8bc6\u5230\u6211\u4eec\u5fc5\u987b\u5f00\u53d1\u7b97\u6cd5\u672c\u8eab\uff0c\u56e0\u4e3a\u89e3\u51b3\u95ee\u9898\u7684\u7b97\u6cd5\u4e0e\u5e95\u5c42\u7684\u8ba1\u7b97\u673a\u67b6\u6784\u76f8\u5173\u3002\u67b6\u6784\u7684 CPU \u901a\u8fc7\u4ee5\u592a\u7f51\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u90a3\u4e2a\u7b97\u6cd5\u80af\u5b9a\u4e0e\u901a\u8fc7\u4e00\u4e2a GPU \u5185\u90e8\u7684\u7f51\u7edc\u8fde\u63a5\u7684\u6570\u5343\u4e2a\u5904\u7406\u5668\u4ee5\u53ca\u6570\u636e\u4e2d\u5fc3\u5185\u7684\u6570\u5343\u4e2a GPU \u4e0d\u540c\u3002<\/p>\n<p>\u663e\u7136\uff0c\u7b97\u6cd5\u5fc5\u987b\u88ab\u91cd\u65b0\u6784\u5efa\u548c\u91cd\u7ec4\u3002\u6240\u4ee5\u6211\u4eec\u7684\u516c\u53f8\u5728\u8bbe\u8ba1\u8ba1\u7b97\u673a\u7b97\u6cd5\u65b9\u9762\u975e\u5e38\u64c5\u957f\uff0c\u53ef\u4ee5\u662f\u7c92\u5b50\u7269\u7406\u5b66\u6216\u6d41\u4f53\u529b\u5b66\u7684\u7b97\u6cd5\uff0c\u5f53\u7136\u4e5f\u5305\u62ec\u6df1\u5ea6\u5b66\u4e60\u548c\u795e\u7ecf\u7f51\u7edc\u3002CUDA \u5b9e\u9645\u4e0a\u662f\u4e00\u79cd\u7528\u4e8e\u52a0\u901f\u6df1\u5ea6\u5b66\u4e60\u7684\u9886\u57df\u4e13\u7528\u8bed\u8a00\uff0c\u6211\u4eec\u5df2\u7ecf\u4e3a\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u548c\u5149\u7ebf\u8ffd\u8e2a\u7b49\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u505a\u8fc7\u8fd9\u79cd\u5de5\u4f5c\uff0c\u6240\u6709\u8fd9\u4e9b\u4e0d\u540c\u7684\u9886\u57df\u5e93\u5b9e\u9645\u4e0a\u662f\u4e3a\u4e86\u7406\u89e3\u79d1\u5b66\u9886\u57df\u5e76\u91cd\u65b0\u8bbe\u8ba1\u7b97\u6cd5\uff0c\u4f7f\u5176\u8fd0\u884c\u901f\u5ea6\u975e\u5e38\u5feb\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u672a\u6765\u7684\u5f00\u53d1\u8005\u662f\u4ec0\u4e48\u6837\u7684\u5462\uff1f<strong>\u6211\u8ba4\u4e3a\u672a\u6765\u7684\u5f00\u53d1\u8005\u53ef\u80fd\u4f1a\u4f7f\u7528\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6216\u57fa\u7840\u6a21\u578b\u3002\u5982\u679c\u6709\u4eba\u80fd\u591f\u901a\u8fc7\u5fae\u8f6f\u4f7f\u7528 ChatGPT \u6216 OpenAI \u7684\u6a21\u578b\uff0c\u6211\u975e\u5e38\u9f13\u52b1\uff1b\u5982\u679c\u6709\u4eba\u80fd\u591f\u901a\u8fc7\u8c37\u6b4c\u4f7f\u7528\u5b83\uff0c\u6211\u4e5f\u975e\u5e38\u9f13\u52b1\u3002\u4f46\u662f\uff0c\u5982\u679c\u6709\u4eba\u9700\u8981\u4e3a\u67d0\u4e2a\u9886\u57df\u6784\u5efa\u4e00\u4e2a\u4e13\u6709\u6a21\u578b\uff0c\u53ef\u80fd\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u57fa\u7840\u6a21\u578b\uff0c\u6bd4\u5982\u9886\u57df\u662f\u86cb\u767d\u8d28\uff0c\u6216\u8005\u9886\u57df\u662f\u5316\u5b66\uff0c\u6216\u8005\u9886\u57df\u662f\u6c14\u5019\u79d1\u5b66\uff0c\u6216\u8005\u662f\u591a\u7269\u7406\u5b66\uff0c\u90a3\u79cd\u57fa\u7840\u6a21\u578b\u662f\u76f8\u5f53\u4e13\u4e1a\u7684\uff0c\u867d\u7136\u5b83\u4e0d\u662f\u4e00\u4e2a\u5c0f\u5e02\u573a\uff0c\u663e\u7136\uff0c\u56e0\u4e3a\u836f\u7269\u53d1\u73b0\u9886\u57df\u5f88\u5927\uff0c\u6c14\u5019\u79d1\u5b66\u9886\u57df\u4e5f\u5f88\u5927\uff0c\u6c14\u5019\u6280\u672f\u9886\u57df\u4e5f\u5f88\u5927\u3002\u7136\u800c\uff0c\u5b83\u4e0d\u592a\u53ef\u80fd\u5bf9\u6bcf\u4e2a\u4eba\u90fd\u6709\u5e7f\u6cdb\u7684\u7528\u9014\u3002<\/strong><\/p>\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u80fd\u51b3\u5b9a\u4e3a 3D \u56fe\u5f62\u3001\u865a\u62df\u4e16\u754c\u5efa\u7acb\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\uff0c\u56e0\u4e3a\u5b83\u4eec\u5bf9\u6211\u4eec\u975e\u5e38\u91cd\u8981\uff0c\u6211\u4eec\u53ef\u80fd\u51b3\u5b9a\u4e3a\u673a\u5668\u4eba\u6280\u672f\u5efa\u7acb\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\uff0c\u56e0\u4e3a\u5b83\u6d89\u53ca\u5230\u6211\u4eec\u975e\u5e38\u64c5\u957f\u7684\u9886\u57df\u4ea4\u53c9\uff1b\u5373\u4f7f\u5982\u6b64\uff0c\u6211\u4eec\u4e5f\u53ef\u80fd\u53ea\u505a\u5230\u5fc5\u8981\u7684\u7a0b\u5ea6\uff0c\u800c\u4e0d\u518d\u6df1\u5165\uff0c\u6211\u4eec\u5e76\u4e0d\u8bd5\u56fe\u6210\u4e3a\u4e00\u4e2aAI\u6a21\u578b\u516c\u53f8\uff0c\u6211\u4eec\u8bd5\u56fe\u5e2e\u52a9\u884c\u4e1a\u521b\u5efaAI\u6a21\u578b\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u975e\u5e38\u6709\u9053\u7406\uff0c\u57fa\u672c\u4e0a\u662f\u8ddf\u968f\u5ba2\u6237\u7684\u9700\u6c42\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u662f\u7684\uff0c\u7136\u540e\u5728\u9002\u5f53\u7684\u65f6\u5019\u5c06\u5176\u79fb\u4ea4\u7ed9\u4ed6\u4eec\u3002<\/p>\n<p>\u6211\u8bd5\u56fe\u5c06\u8fd9\u4e2a\u539f\u5219\u4e0e\u516c\u53f8\u505a\u51fa\u7684\u4e00\u4e9b\u975e\u5e38\u957f\u671f\u7684\u627f\u8bfa\u76f8\u534f\u8c03\uff0c\u6bd4\u5982 CUDA \u662f\u4e00\u4e2a\u975e\u5e38\u957f\u671f\u7684\u8d4c\u6ce8\uff0c\u6211\u4eec10 \u5e74\u524d\u89c1\u8fc7\u9762\uff0c\u5f53\u65f6 Nvidia \u7684\u4f30\u503c\u662f\u73b0\u5728\u7684 1\/ 100\uff0c\u5e76\u4e14\u9762\u4e34\u7740\u6fc0\u8fdb\u6295\u8d44\u8005\u7b49\u538b\u529b\uff1b\u5f53\u7136\uff0c\u5728\u90a3\u65f6\u505a\u51fa\u957f\u671f\u8d4c\u6ce8\u53ef\u80fd\u6709\u4e9b\u56f0\u96be\u3002<\/p>\n<h2><strong>06 \u672a\u6765\u4e0e\u73b0\u5728\uff0c<\/strong><strong>\u8001\u9ec4 30 \u5e74\u7684\u4fe1\u5ff5<\/strong><\/h2>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u6211\u60f3\u77e5\u9053\uff0c\u4f60\u5982\u4f55\u5e73\u8861\u4f5c\u4e3a\u4e00\u5bb6\u5927\u578b\u4e0a\u5e02\u516c\u53f8\u7684\u538b\u529b\u548c\u5f53\u4eca\u7684\u673a\u4f1a\uff0c\u4ee5\u53ca\u67b6\u6784\u627f\u8bfa\u6216\u957f\u671f\u8d4c\u6ce8\uff0c\u5e76\u5bf9\u6b64\u8fdb\u884c\u4f18\u5148\u6392\u5e8f\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p><strong>\u6295\u8d44\u672a\u6765\u548c\u73b0\u5728\u7684\u53ef\u6301\u7eed\u6027\u5e76\u4e0d\u51b2\u7a81\u3002\u5bf9\u4e8e\u6240\u6709\u521d\u521b\u516c\u53f8\u548c\u6240\u6709\u516c\u53f8\u7684 CEO \u6765\u8bf4\uff0c\u6311\u6218\u5728\u4e8e\u627e\u5230\u4e00\u79cd\u65b9\u6cd5\uff0c\u80fd\u591f\u4ee5\u81ea\u5df1\u6240\u4fe1\u4ef0\u7684\u6838\u5fc3\u4fe1\u5ff5\u4e3a\u57fa\u7840\uff0c\u5e76\u8d1f\u62c5\u5f97\u8d77\u8fd9\u6837\u505a\uff0c\u8fd9\u5c31\u662f\u516c\u53f8\u7684\u76ee\u7684\u6240\u5728\uff0c\u6240\u4ee5\u8fd9\u90e8\u5206\u662f\u4fe1\u5ff5\uff0c\u90e8\u5206\u662f\u6280\u80fd\u3002<\/strong><\/p>\n<p>\u8d5a\u94b1\u4e0d\u662f\u4fe1\u5ff5\u7684\u95ee\u9898\uff0c\u8d5a\u94b1\u662f\u6280\u80fd\u7684\u95ee\u9898\u3002\u8fd9\u662f\u4e00\u79cd\u53ef\u5b66\u4e60\u7684\u6280\u80fd\u3002\u6211\u82b1\u4e86\u5f88\u957f\u65f6\u95f4\u624d\u5b66\u4f1a\u5b83\uff0c\u6211\u627f\u8ba4\u8fd9\u4e00\u70b9\u3002\u6211\u5df2\u7ecf\u4ece\u4e8b\u8fd9\u4e2a\u5de5\u4f5c30\u5e74\u4e86\uff0c\u5728\u524d\u9762\u7684 20 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AI \uff1f\u4e3a\u4ec0\u4e48\u6211\u4eec\u6210\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5de5\u4f5c\u4e48\uff1f\u56e0\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u5982\u679c\u4f60\u5728\u505a\u4e00\u4e9b\u51e0\u4e4e\u4e0d\u53ef\u80fd\u7684\u4e8b\u60c5\uff0c\u5c31\u7ed9\u6211\u4eec\u6253\u7535\u8bdd\u5427\u3002\u6211\u4eec\u53ef\u4ee5\u63d0\u4f9b\u5de5\u5177\u5e2e\u4f60\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u7684\uff0c\u6211\u5e0c\u671b\u6211\u4eec\u80fd\u591f\u53d1\u73b0\u8fd9\u4e9b\u672a\u6765\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c<strong>\u6211\u4eec\u6df1\u4fe1\uff0c\u603b\u6709\u4e00\u5929\u6240\u6709\u4e8b\u7269\u90fd\u4f1a\u88ab\u52a0\u901f\uff0c\u8fd9\u662f\u975e\u5e38\u6e05\u695a\u7684\uff0c CPU \u5c06\u4f1a\u8fbe\u5230\u6781\u9650\uff0c\u4f60\u65e0\u6cd5\u65e0\u9650\u5730\u6269\u5c55\u901a\u7528\u8ba1\u7b97\uff0c\u800c\u4e14\u4f60\u603b\u662f\u9700\u8981\u5b83\uff0c\u603b\u662f\u9700\u8981 CPU \uff0c\u4f46\u5728\u672a\u6765\uff0c\u52a0\u901f\u8ba1\u7b97\u5c06\u662f\u6700\u4f73\u524d\u8fdb\u65b9\u5f0f\u3002<\/strong>\u6240\u4ee5\uff0c\u4ece\u4e00\u5f00\u59cb\uff0c30\u5e74\u524d\uff0c\u6211\u4eec\u5c31\u575a\u4fe1\u8fd9\u4e00\u70b9\uff0c\u8fd9\u4e5f\u662f\u6211\u4eec\u521b\u529e\u516c\u53f8\u7684\u539f\u56e0\uff0c\u8fd9\u662f\u771f\u6b63\u7684\u4fe1\u5ff5\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u4f60\u5bf9\u8fd9\u4e2a30\u5e74\u7684\u4fe1\u5ff5\u5f97\u5230\u4e86\u6781\u5927\u7684\u8bc1\u5b9e\uff0c\u4f60\u80af\u5b9a\u5728\u516c\u53f8\u7ecf\u8425\u7684 30 \u5e74\u4e2d\u7684\u67d0\u4e2a\u65f6\u523b\uff0c\u5bf9\u81ea\u5df1\u7684\u4fe1\u5ff5\u4ea7\u751f\u4e86\u6000\u7591\u3002\u4f60\u662f\u5426\u66fe\u7ecf\u6709\u8fc7\u8fd9\u6837\u7684\u7ecf\u5386\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u4f60\u662f\u8bf4\u6211\u4e0d\u9002\u5408\u8fd9\u4efd\u5de5\u4f5c\u5417\uff1f<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u4e0d\uff0c\u6211\u662f\u6307\u4f60\u662f\u5426\u5bf9\u52a0\u901f\u8ba1\u7b97\u4ee5\u53ca\u5b83\u7684\u91cd\u8981\u6027\u4ea7\u751f\u8fc7\u6000\u7591\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u7b2c\u4e8c\u4e2a\u95ee\u9898\u7684\u7b54\u6848\u662f\u80af\u5b9a\u7684\u3002\u9996\u5148\uff0c\u6211\u4e0d\u8ba4\u4e3a\u4efb\u4f55\u4eba\u5e94\u8be5\u8ba4\u4e3a\u4ed6\u4eec\u9002\u5408\u8fd9\u4efd\u5de5\u4f5c\uff0c\u4f60\u51e0\u4e4e\u6bcf\u5929\u90fd\u5e94\u8be5\u5ba1\u89c6\u81ea\u5df1\uff0c\u6240\u4ee5\u660e\u786e\u4e00\u70b9\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u8fd9\u4e0d\u662f\u4e00\u4e2a\u95ee\u9898\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u4f46\u6211\u975e\u5e38\u4e50\u610f\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u662f\u5426\u66fe\u7ecf\u76f8\u4fe1\u8fc7\u81ea\u5df1\u662f\u9519\u8bef\u7684\uff1f\u6ca1\u6709\uff0c\u6211\u76f8\u4fe1\u52a0\u901f\u8ba1\u7b97\u662f\u552f\u4e00\u89e3\u51b3\u4e0d\u53ef\u80fd\u95ee\u9898\u7684\u65b9\u6cd5\uff0c\u8fd9\u662f\u663e\u800c\u6613\u89c1\u7684\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u4f60\u80fd\u89e3\u51b3\u4eca\u5929\u4e0d\u53ef\u80fd\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u6709\u4e00\u5929\u4f60\u9700\u8981\u5c06\u8be5\u5e94\u7528\u7a0b\u5e8f\u63a8\u5e7f\uff0c\u52a0\u901f\u8ba1\u7b97\u662f\u5426\u662f\u6700\u4f73\u9014\u5f84\uff1f\u7b54\u6848\u662f\u80af\u5b9a\u7684\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u4f60\u8ba4\u4e3a CPU \u4f55\u65f6\u8fbe\u5230\u6781\u9650\uff1f\u4f60\u63d0\u5230\uff0c\u6700\u7ec8\u4f60\u8ba4\u4e3a\u4e00\u5207\u90fd\u4f1a\u8f6c\u5411\u52a0\u901f\u8ba1\u7b97\uff0c\u6216\u8005\u81f3\u5c11\u672a\u6765\u7684\u5f88\u5927\u4e00\u90e8\u5206\u4f1a\u8f6c\u5411\u52a0\u901f\u8ba1\u7b97\u3002\u8fd9\u9700\u8981 5 \u5e74\u8fd8\u662f 10 \u5e74\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u5bf9\u4e8e\u67d0\u4e9b\u5e94\u7528\u7a0b\u5e8f\uff0c\u8fd9\u5df2\u7ecf\u5728 12 \u5e74\u524d\u53d1\u751f\u4e86\uff0c\u5bf9\u5427\uff1fGeoffrey Hinton \u3001Yann LeCun \u548c Andrew Ng \u7b49\u4eba\u572812\u5e74\u524d\u5c31\u53d1\u73b0\u4e86\u8fd9\u662f\u552f\u4e00\u7684\u524d\u8fdb\u65b9\u5411\uff0c\u800c\u5bf9\u4e8e\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u6765\u8bf4\u8fd9\u662f\u552f\u4e00\u7684\u524d\u8fdb\u65b9\u5411\u3002<\/p>\n<h2><strong>07 AI \u5bf9\u4e8e\u7ec4\u7ec7<\/strong><strong>\u5f62\u5f0f\u8ffd\u968f\u529f\u80fd<\/strong><\/h2>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u968f\u7740 AI \u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\uff0c\u4f60\u7ec4\u7ec7\u548c\u7ba1\u7406\u516c\u53f8\u7684\u65b9\u5f0f\u53d1\u751f\u4e86\u53d8\u5316\u5417\uff1f\u4f60\u662f\u5426\u56f4\u7ed5\u6b64\u8fdb\u884c\u4e86\u4e1a\u52a1\u65b9\u9762\u7684\u91cd\u65b0\u8c03\u6574\uff1f\u6216\u8005\u4f60\u5982\u4f55\u5728\u8fd9\u4e2a\u73af\u5883\u4e2d\u601d\u8003\u7ba1\u7406\uff0c\u56e0\u4e3a\u4e8b\u7269\u53d8\u5316\u5f97\u5982\u6b64\u8fc5\u901f\uff0c\u8fd9\u4e2a\u9886\u57df\u4e2d\u6709\u5f88\u591a\u4ee4\u4eba\u5174\u594b\u7684\u4e8b\u60c5\u53d1\u751f\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u4f60\u95ee\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u95ee\u9898\u3002<strong>\u5982\u679c\u9000\u4e00\u6b65\uff0c\u516c\u53f8\u7684\u67b6\u6784\u4e0d\u5e94\u8be5\u662f\u901a\u7528\u7684\uff0c\u4e16\u754c\u4e0a\u7684\u6bcf\u5bb6\u516c\u53f8\u90fd\u4e0d\u5e94\u8be5\u50cf\u7f8e\u56fd\u519b\u961f\u4e00\u6837\u5efa\u8bbe\uff1b\u4e8b\u5b9e\u4e0a\uff0c\u5982\u679c\u4f60\u770b\u770b\u4e16\u754c\u4e0a\u6bcf\u5bb6\u516c\u53f8\u7684\u7ec4\u7ec7\u7ed3\u6784\uff0c\u5b83\u4eec\u770b\u8d77\u6765\u90fd\u6709\u70b9\u50cf\u7f8e\u56fd\u519b\u961f\uff0c\u6709\u4e2a\u4eba\u5728\u9876\u5c42\uff0c\u7136\u540e\u9010\u7ea7\u4e0b\u6765\uff0c\u7136\u800c\uff0c CEO \u7684\u76f4\u63a5\u4e0b\u5c5e\u5f88\u5c11\uff0c\u90a3\u4e9b\u521a\u5b66\u4f1a\u7ba1\u7406\u4e00\u7ea7\u7ba1\u7406\u8005\u7684\u4eba\u7684\u76f4\u63a5\u4e0b\u5c5e\u5f88\u591a\uff0c\u8fd9\u4e0e\u5b9e\u9645\u60c5\u51b5\u6070\u6070\u76f8\u53cd\u3002<\/strong><\/p>\n<p>\u6211\u7684\u76f4\u63a5\u4e0b\u5c5e\u5f88\u51fa\u8272\uff0c\u4ed6\u4eec\u975e\u5e38\u6709\u624d\u534e\uff0c\u975e\u5e38\u64c5\u957f\u81ea\u5df1\u7684\u5de5\u4f5c\uff0c\u662f\u4f18\u79c0\u7684\u9886\u5bfc\u8005\u3002\u4ed6\u4eec\u5728\u5546\u4e1a\u65b9\u9762\u6709\u5f88\u597d\u7684\u773c\u5149\uff0c\u6709\u51fa\u8272\u7684\u8fdc\u89c1\uff0c\u4e3a\u4ec0\u4e48\u5462\uff1f<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u6211\u731c\u8fd9\u610f\u5473\u7740\u4f60\u7684\u7ba1\u7406\u5c42\u7ea7\u53ef\u80fd\u4e0d\u6b62\u662f\u901a\u5e38\u88ab\u63a5\u53d7\u7684 6\uff5e7\u4eba\u4e4b\u7c7b\u7684\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u6709\u5927\u7ea6 40 \u4e2a\u76f4\u63a5\u4e0b\u5c5e\uff0c\u6ca1\u6709 1 \u5bf9 1 \u7684\u4f1a\u8bae\uff0c\u4e5f\u6ca1\u6709\u804c\u4e1a\u6307\u5bfc\uff0c\u6bd4\u5982\u4f60\u5e0c\u671b\u7528\u4f60\u7684\u4e00\u751f\u505a\u4ec0\u4e48\uff1f\u8fd9\u4e9b\u662f\u4f60\u4e0e\u65b0\u6bd5\u4e1a\u751f\u548c\u65e9\u671f\u804c\u4e1a\u8005\u8fdb\u884c\u7684\u5bf9\u8bdd\uff1b\u6211\u4eec\u5f53\u7136\u559c\u6b22\u8fd9\u4e9b\u5bf9\u8bdd\uff0c\u5e2e\u52a9\u4ed6\u4eec\u89c4\u5212\u804c\u4e1a\u751f\u6daf\uff0c\u6307\u5bfc\u4ed6\u4eec\uff0c\u5e76\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u65b0\u7684\u7ecf\u9a8c\uff0c\u4f46\u5728\u9ad8\u5c42\u7ba1\u7406\u56e2\u961f\uff0c\u6211\u4eec\u7ec4\u7ec7\u8d77\u6765\u540c\u65f6\u8ffd\u6c42\u8bb8\u591a\u4e0d\u540c\u7684\u4e8b\u60c5\u3002<\/p>\n<p><strong>\u4f5c\u4e3a\u4e00\u5bb6\u8f6f\u4ef6\u516c\u53f8\uff0c\u4f60\u5fc5\u987b\u4e86\u89e3\u8ba1\u7b97\u673a\u67b6\u6784\uff0c\u800c\u8ba1\u7b97\u673a\u67b6\u6784\u4e2d\u6700\u91cd\u8981\u7684\u4e00\u70b9\u662f\u4f60\u53ea\u80fd\u627f\u62c5\u4e00\u4e2a\u3002<\/strong><strong>\u4e16\u754c\u4e0a\u6700\u5927\u7684\u516c\u53f8\u53ea\u6709\u4e24\u4e2a\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5730\u7403\u4e0a\u6700\u5927\u7684\u516c\u53f8\u53ea\u6709\u4e24\u4e2a\u64cd\u4f5c\u7cfb\u7edf\uff0c\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u591a\u516c\u53f8\u6709\u8fd9\u4e48\u591a\u4e0d\u540c\u7684\u8ba1\u7b97\u673a\u67b6\u6784\uff1f\u5b83\u4eec\u4fdd\u7559\u4e867\uff5e9 \u79cd\u6307\u4ee4\u96c6\uff0c\u6211\u4eec\u53ea\u6709 1 \u4e2a\u6307\u4ee4\u96c6\uff0c\u6211\u4eec\u53ea\u6709\u4e00\u4e2a\u8ba1\u7b97\u673a\u67b6\u6784\uff0c\u6211\u4eec\u5bf9\u6b64\u975e\u5e38\u7eaa\u5f8b\u4e25\u660e\u3002\u6240\u4ee5\u6211\u4eec\u9700\u8981\u96c6\u4e2d\u7cbe\u529b\u3002<\/strong><\/p>\n<p>\u5728\u9ad8\u7ea7\u522b\u4e0a\uff0c\u6211\u4eec\u5141\u8bb8\u521b\u65b0\u548c\u53d1\u73b0\uff0c\u6240\u4ee5<strong>\u6211\u8ba4\u4e3a\u516c\u53f8\u7684\u7ec4\u7ec7\u7ed3\u6784\u7b26\u5408\u6211\u4eec\u5de5\u4f5c\u7684\u6027\u8d28\uff0c\u8fd9\u662f\u6700\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u4e5f\u53ef\u80fd\u662f\u6211\u5728\u5efa\u8bbe\u516c\u53f8\u65f6\u5b66\u5230\u7684\u6700\u91cd\u8981\u7684\u4e00\u70b9\uff0c\u6ca1\u6709\u901a\u7528\u7684\u7ec4\u7ec7\u7ed3\u6784\u9002\u7528\u4e8e\u6bcf\u4e2a\u516c\u53f8\uff0c\u5b83\u5e94\u8be5\u9002\u5e94\u516c\u53f8\u7684\u804c\u80fd\u548c\u76ee\u7684\uff0c\u4ee5\u53ca\u9886\u5bfc\u8005\u7684\u9886\u5bfc\u98ce\u683c\u3002<\/strong><\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u89c2\u70b9\uff0c\u5927\u591a\u6570\u4eba\u5e76\u6ca1\u6709\u771f\u6b63\u610f\u8bc6\u5230\u516c\u53f8\u51e0\u4e4e\u5e94\u8be5\u662f\u4e00\u79cd\u5b9a\u5236\u7684\u7ed3\u6784\uff0c\u652f\u6301 CEO \u3001\u5458\u5de5\u4ee5\u53ca\u516c\u53f8\u5411\u5ba2\u6237\u63d0\u4f9b\u7684\u670d\u52a1\uff0c\u800c\u4e0d\u662f\u603b\u662f\u76f8\u540c\u7684\u4e1c\u897f\uff0c\u5b8c\u5168\u6b63\u786e\uff0c\u8fd9\u88ab\u5ffd\u89c6\u4e86\u5f88\u591a\u6b21\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u662f\u7684\uff0c<strong>\u9664\u4e86\u67d0\u4e9b\u7279\u5b9a\u7684\u9886\u5bfc\u804c\u4f4d\uff0c\u4f60\u9700\u8981\u67d0\u4e2a\u7279\u5b9a\u7684\u9996\u5e2d\uff0c\u4f60\u9700\u8981\u67d0\u4e2a\u7279\u5b9a\u7684\u9996\u5e2d\uff0c\u4f46\u9664\u6b64\u4e4b\u5916\uff0c\u4f60\u5e94\u8be5\u4ece\u7b2c\u4e00\u539f\u5219\u51fa\u53d1\uff0c\u6784\u5efa\u4e00\u4e2a\u7b26\u5408\u9886\u5bfc\u8005\u548c\u804c\u80fd\u7684\u7ed3\u6784\u3002<\/strong><\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u6211\u5728\u8c37\u6b4c\u7684\u65f6\u5019\uff0c\u4ed6\u4eec\u6709\u8457\u540d\u7684 80-20- 10 \u539f\u5219\uff0c80% \u662f\u6838\u5fc3\uff0c20% \u662f\u6838\u5fc3\u9644\u52a0\u7684\u65b0\u4e1c\u897f\uff0c 10 % \u662f\u8d85\u7ea7\u5b9e\u9a8c\u6027\u7684\uff0c\u4f60\u662f\u5426\u6709\u4efb\u4f55\u6846\u67b6\u6216\u601d\u8003\u8fd9\u65b9\u9762\u7684\u65b9\u5f0f\uff0c\u5728\u6211\u4eec\u6784\u5efa\u7684\u8fd9\u4e2a\u901a\u7528\u5e73\u53f0\u4e0a\u8bde\u751f\u521b\u65b0\u6848\u4f8b\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u516c\u53f8\u6709\u51e0\u4e2a\u4e0d\u540c\u7684\u90e8\u5206\uff0c\u5176\u4e2d\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u90e8\u5206\u662f\u8bbe\u8ba1\u548c\u6784\u5efa\u590d\u6742\u7684\u8ba1\u7b97\u673a\uff0c\u8fd9\u662f\u6211\u4eec\u7684\u4e3b\u8981\u4efb\u52a1\u4e4b\u4e00\u3002\u6211\u4eec\u8fd8\u6709\u4e00\u4e9b\u201c\u79d8\u5bc6\u5b9e\u9a8c\u5ba4\u201d\uff0c\u56e0\u4e3a<strong>\u6211\u4eec\u8bd5\u56fe\u63d0\u524d 10 \u5e74\u53d1\u660e\u4e00\u4e9b\u6211\u4eec\u4e0d\u786e\u5b9a\u80fd\u5426\u6210\u529f\u7684\u4e1c\u897f\uff0c\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u4e0d\u65ad\u8c03\u6574\u548c\u9002\u5e94\u3002<\/strong>\u6211\u4eec\u516c\u53f8\u6709\u4e24\u79cd\u4e0d\u540c\u7684\u5de5\u4f5c\u65b9\u5f0f\uff1a\u4e00\u79cd\u662f\u7075\u6d3b\u7684\uff0c\u968f\u65f6\u53d8\u5316\u7684\u3002\u5982\u679c\u67d0\u9879\u6295\u8d44\u4e0d\u6210\u529f\uff0c\u6211\u4eec\u4f1a\u653e\u5f03\u5e76\u5c06\u8d44\u6e90\u7528\u5728\u5176\u4ed6\u5730\u65b9\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u7684\u654f\u6377\u90e8\u5206\uff1b\u53e6\u4e00\u90e8\u5206\u5219\u66f4\u52a0\u7cbe\u7ec6\uff0c\u8fd9\u4e24\u79cd\u5de5\u4f5c\u65b9\u5f0f\u5fc5\u987b\u5e76\u884c\u8fd0\u4f5c\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u80fd\u5426\u5206\u4eab\u4e0b\u4e00\u4ee3\u5904\u7406\u5668\u67b6\u6784\uff0c\u4ee5\u53ca\u5176\u4e2d\u6700\u91cd\u8981\u7684\u521b\u65b0\u548c\u8bbe\u8ba1\u8fc7\u7a0b\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u5bf9\u4e8e hopper \u6765\u8bf4\uff0c\u91cd\u5927\u7a81\u7834\u662f\u8ba4\u8bc6\u5230\u91cf\u5316\uff0c\u6570\u503c\u683c\u5f0f\u65b9\u9762\u6709\u76f8\u5f53\u591a\u7684\u521b\u65b0\u548c\u51cf\u5c11\u7a7a\u95f4\uff0c\u901a\u8fc7\u5c06 64 \u4f4d\u6d6e\u70b9\u6570\u62c6\u5206\u6210 8 \u4f4d\uff0c\u53ef\u4ee5\u5c06 AI \u8d85\u7ea7\u8ba1\u7b97\u673a\u7684\u6027\u80fd\u63d0\u5347\u7ea6 8 \u500d\uff0c\u6240\u4ee5\u8fd9\u51e0\u4e4e\u76f8\u5f53\u4e8e 10 \u500d\u7684\u63d0\u5347\uff0c\u53e6\u5916\u4e00\u4e2a\u91cd\u8981\u7684\u521b\u65b0\u662f Transformer \u3002<\/p>\n<p>Transformer \u5f15\u64ce\u975e\u5e38\u901a\u7528\u548c\u6709\u7528\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u5b66\u4e60\u548c\u63a8\u65ad Transformer \u7684\u6d41\u7a0b\uff0c\u8fd9\u4e24\u4e2a\u662f\u6700\u91cd\u8981\u7684\u521b\u65b0\uff1b\u6b64\u5916\uff0cHopper \u662f\u4e16\u754c\u4e0a\u6700\u5927\u7684\u82af\u7247\uff0c\u901f\u5ea6\u4e5f\u662f\u6700\u5feb\u7684\uff0c\u8d85\u7ea7\u8282\u80fd\uff0c\u5e76\u4e14\u4f7f\u7528\u4e86\u4e16\u754c\u4e0a\u6700\u5feb\u7684\u5b58\u50a8\u5668\uff0c\u6211\u4eec\u5c06\u8bb8\u591a\u8fd9\u6837\u7684\u82af\u7247\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u4ee5\u5b9e\u73b0\u5feb\u901f\u548c\u9ad8\u6548\u80fd\uff0c\u8fd9\u4e9b\u90fd\u662f\u4e00\u4e9b\u6bd4\u8f83\u76f4\u63a5\u7684\u66b4\u529b\u65b9\u6cd5\u3002\u4f46\u662f\uff0c\u6700\u91cd\u8981\u7684\u67b6\u6784\u601d\u60f3\u662f FPA \u548c Transformer \u5f15\u64ce\u3002<\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u5bf9\u4e8e\u6211\u4eec\u516c\u53f8\u7684\u7cbe\u70bc\u90e8\u5206\uff0c\u4f60\u4eec\u6b63\u5728\u7814\u7a76\u7684\u672a\u6765 10 \u5e74\u4e2d\u53ef\u80fd\u91cd\u8981\u7684\u5e94\u7528\u6709\u54ea\u4e9b\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u4eec\u6b63\u5728\u8fdb\u884c\u4e00\u4e9b\u76ee\u524d\u8fd8\u4e0d\u53ef\u884c\u7684\u5de5\u4f5c\uff0c\u4f46\u6211\u5bf9\u5b83\u4eec\u7684\u6210\u529f\u5145\u6ee1\u4fe1\u5fc3\u3002\u4f8b\u5982\uff0c\u81ea\u52a8\u9a7e\u9a76\u4ecd\u5728\u53d6\u5f97\u8fdb\u5c55\uff0c\u4f46\u6211\u76f8\u4fe1\u5b83\u6700\u7ec8\u4f1a\u6210\u529f\uff0c<strong>\u6211\u76f8\u4fe1\u6211\u4eec\u80fd\u591f\u53d1\u73b0\u4e00\u4e2a\u57fa\u7840\u7684\u673a\u5668\u4eba\u6a21\u578b\uff0c\u901a\u8fc7\u4f7f\u7528\u4eba\u7c7b\u8bed\u8a00\u8868\u8fbe\u81ea\u5df1\uff0c\u53ef\u4ee5\u8ba9\u673a\u5668\u4eba\u5b66\u4f1a\u5982\u4f55\u5f2f\u66f2\u548c\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\u3002<\/strong><\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u90a3\u73b0\u5728\u963b\u788d\u8fd9\u4e9b\u5e94\u7528\u7684\u56e0\u7d20\u662f\u4ec0\u4e48\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u4e0d\u77e5\u9053\uff0c\u4f46\u6211\u53ef\u4ee5\u544a\u8bc9\u4f60\u6211\u4eec\u5fc5\u987b\u4e00\u6b65\u6b65\u5730\u63a2\u7d22\uff0c\u4f46<strong>\u6211\u4eec\u77e5\u9053\u7684\u4e00\u4ef6\u4e8b\u662f\u5982\u4f55\u4ece\u7ed3\u6784\u5316\u548c\u975e\u7ed3\u6784\u5316\u7684\u4fe1\u606f\u4e2d\u5b66\u4e60\u7ed3\u6784\uff0c\u5f53\u7136\u4e0b\u4e00\u4e2a\u5927\u7684\u53d1\u5c55\u65b9\u5411\u662f\u89c6\u9891\uff0c\u5982\u679c\u6211\u4eec\u80fd\u591f\u89c2\u770b\u89c6\u9891\u5e76\u4ece\u4e2d\u5b66\u4e60\u7ed3\u6784\uff0c\u6211\u4eec\u53ef\u80fd\u80fd\u591f\u5b66\u4f1a\u5982\u4f55\u5f2f\u66f2\u548c\u5206\u89e3\uff0c\u5e76\u5c06\u5176\u63a8\u5e7f\u4e3a\u673a\u5668\u4eba\u7684\u89e3\u6784\u7cfb\u7edf\uff0c\u8def\u6807\u4f3c\u4e4e\u8868\u660e\u8fd9\u4e9b\u8981\u7d20\u6b63\u5728\u9010\u6e10\u878d\u5408\uff0c\u4f46\u6211\u4e0d\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u80fd\u591f\u5b9e\u73b0\uff0c\u6211\u731c\u53ef\u80fd\u4e0d\u5230 10 \u5e74\uff0c\u53ef\u80fd\u5927\u7ea6 5 \u5e74\uff0c\u4f60\u4f1a\u770b\u5230\u4e00\u4e9b\u4ee4\u4eba\u60ca\u53f9\u7684\u673a\u5668\u4eba\u3002<\/strong><\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u592a\u4ee4\u4eba\u5174\u594b\u4e86\u3002<\/p>\n<p><strong>Elad Gil\uff1a <\/strong><\/p>\n<p>\u8fd8\u6709\u4e00\u4e9b\u7c7b\u4f3c\u7684\u9879\u76ee\u3002\u6700\u8fd1Google\u63a8\u51fa\u7684 PaLm \u5c31\u662f\u671d\u7740\u8fd9\u4e2a\u65b9\u5411\u8fc8\u51fa\u7684\u4e00\u6b65\uff0c\u6211\u731c\u90a3\u4ecd\u7136\u662f\u57fa\u4e8e Transformer \u67b6\u6784\u7684\uff0c\u4f60\u63d0\u5230\u4e86\u5c06 Transformer \u6d41\u7a0b\u878d\u5165\u4f60\u4eec\u5de5\u4f5c\u7684\u5176\u4ed6\u65b0\u7684 AI \u67b6\u6784\uff0c\u4f60\u8fd8\u5173\u6ce8\u5176\u4ed6\u4e00\u4e9b\u65b0\u7684\u67b6\u6784\uff0c\u4f60\u8ba4\u4e3a\u5b83\u4eec\u5c06\u53d1\u5c55\u6210\u975e\u5e38\u6709\u8da3\u7684\u4e1c\u897f\u5417\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u55ef\uff0c\u6709\u5f88\u591a Transformer \u7684\u6d3e\u751f\u67b6\u6784\uff0c\u5b83\u4eec\u901a\u5e38\u88ab\u7edf\u79f0\u4e3a Transformer \uff0c\u4f46\u57fa\u672c\u67b6\u6784\u5728\u4e0d\u65ad\u5b8c\u5584\u548c\u53d1\u5c55\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u6211\u4eec\u5bf9\u4e00\u4e9b\u975e\u5e38\u4ee4\u4eba\u5174\u594b\u7684\u5de5\u4f5c\u4e5f\u975e\u5e38\u611f\u5174\u8da3\uff0c\u6211\u4eec\u4ece Ian Goodfellow \u5728\u751f\u6210\u5bf9\u6297\u7f51\u7edc\u65b9\u9762\u7684\u5de5\u4f5c\u5f00\u59cb\uff0c\u5bf9\u56fe\u50cf\u7684\u98ce\u683c\u8fc1\u79fb\u548c\u9ad8\u5206\u8fa8\u7387\u5904\u7406\u8fdb\u884c\u4e86\u4e00\u4e9b\u91cd\u8981\u5de5\u4f5c\uff0c\u8fd9\u5bfc\u81f4\u4e86\u53d8\u5206\u81ea\u7f16\u7801\u5668\u7b49\u5176\u4ed6\u76f8\u5173\u5de5\u4f5c\uff0c\u8fdb\u4e00\u6b65\u53d1\u5c55\u6210\u4e3a\u6269\u6563\u6a21\u578b\u7684\u4e00\u79cd\u53d8\u4f53\u3002<\/p>\n<p>\u6211\u4eec\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u8d77\u5230\u4e86\u5f88\u5927\u7684\u4f5c\u7528\uff0c\u5728\u8fd9\u4e9b\u65b9\u9762\u8fd8\u5c06\u4f1a\u6709\u5f88\u591a\u884d\u751f\u7684\u5de5\u4f5c\u51fa\u73b0\uff0c\u4f46\u65e0\u8bba\u662f<strong>\u4ece\u5927\u91cf\u6570\u636e\u4e2d\u5b66\u4e60\u7ed3\u6784<\/strong>\uff0c\u8fd8\u662f\u4ece\u89c6\u9891\u6216\u591a\u6a21\u6001\u5b66\u4e60\uff0c\u90fd\u5c06\u662f\u975e\u5e38\u91cd\u8981\u7684\u4e8b\u60c5\uff1b\u53e6\u5916\u4e00\u4e2a\u65b9\u5411\u662f<strong>\u5185\u5bb9\u751f\u6210<\/strong>\uff0c\u5982\u679c\u4f60\u53ef\u4ee5\u751f\u6210\u56fe\u50cf\uff0c\u751f\u62102D \u548c 3D \u56fe\u50cf\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u80fd\u751f\u6210\u86cb\u767d\u8d28\u548c\u5316\u5b66\u7269\u8d28\u7b49\u5404\u79cd\u4e1c\u897f\u5462\uff1f<\/p>\n<h2><strong>08 \u4fe1\u5ff5\uff0c\u78e8\u96be\uff0c\u9057\u5fd8\u4e0e\u7ee7\u7eed\u524d\u8fdb<\/strong><\/h2>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u51e0\u4e4e\u6ca1\u6709\u5176\u4ed6\u521b\u4e1a\u8005\u7ecf\u5386\u8fc7\u4ece 3 \u4e2a\u521b\u59cb\u4eba\u5230 CEO \uff0c30\u5e74\uff0c7000 \u4ebf\u5e02\u503c\u7684\u8fc7\u7a0b\uff0c\u4f60\u5bf9\u542c\u8282\u76ee\u7684\u521b\u4e1a\u8005\u6709\u4ec0\u4e48\u5efa\u8bae\u4e48\uff1f\uff08PS\uff1a\u5982\u4eca\u5df2\u7ecf\u63a5\u8fd1\u4e07\u4ebf\u7f8e\u5143\u5e02\u503c\u4e86\uff09<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u8fd9\u662f\u4e00\u4efd\u975e\u5e38\u8270\u96be\u7684\u5de5\u4f5c\uff0c\u6211\u4e0d\u4ec5\u6307 CEO \u7684\u5de5\u4f5c\uff0c\u521b\u4e1a\u672c\u8eab\u5c31\u5f88\u96be\uff0c\u4f60\u4eec\u4e24\u4f4d\u90fd\u4e0e\u5f88\u591a\u516c\u53f8\u7684\u6210\u7acb\u6709\u5173\uff0c\u5efa\u7acb\u4e00\u5bb6\u521d\u521b\u516c\u53f8\u6ca1\u6709\u4ec0\u4e48\u5bb9\u6613\u7684\uff0c<strong>\u6211\u751a\u81f3\u4e0d\u660e\u767d\u4e3a\u4ec0\u4e48\u6709\u4eba\u4f1a\u7b2c\u4e8c\u6b21\u521b\u4e1a\uff0c\u521b\u4e1a\u662f\u4e00\u79cd\u78e8\u96be\uff0c\u6211\u4f1a\u8bd5\u56fe\u529d\u963b\u4eba\u4eec\u518d\u6b21\u521b\u4e1a\uff0c\u56e0\u4e3a\u6211\u521b\u529e\u4e86\u4e24\u5bb6\u516c\u53f8\uff0c\u7b2c\u4e8c\u6b21\u521b\u4e1a\u65f6\uff0c\u6211\u4f1a\u95ee\u81ea\u5df1\uff0c\u4f60\u786e\u5b9a\u8981\u8fd9\u6837\u505a\u5417\uff1f\u4e0d<\/strong><strong>\u3002\u6beb\u65e0\u7591\u95ee\uff0c\u4f60\u4e0d\u5e94\u8be5\u8fd9\u6837\u505a\uff0c\u5fc5\u987b\u6709\u4e00\u79cd\u9057\u5fd8\u7684\u673a\u5236\uff0c\u5c31\u50cf\u4f60\u751f\u5b69\u5b50\u7684\u65f6\u5019\u5fd8\u8bb0\u4e86\u4ea7\u75db\u4e00\u6837\uff0c\u5fc5\u987b\u5fd8\u8bb0\u5b83\u6709\u591a\u4e48\u8270\u96be\uff0c\u6211\u4e0d\u77e5\u9053\u6211\u662f\u5982\u4f55\u505a\u5230\u7684\uff0c\u6211\u5fd8\u8bb0\u4e86\u521b\u4e1a\u7684\u75db\u82e6\u548c\u714e\u71ac\u3002<\/strong><\/p>\n<p><strong>\u4e00\u65e6\u4f60\u53d6\u5f97\u4e86\u4e00\u4e9b\u6210\u5c31\uff0c\u4f60\u5c31\u4f1a\u7ee7\u7eed\u8fc8\u5411\u4e0b\u4e00\u4e2a\u76ee\u6807\u3002\u6211\u559c\u6b22\u6211\u4eec\u516c\u53f8\u7684\u4e00\u4ef6\u4e8b\u5c31\u662f\u6211\u4eec\u4e0d\u65ad\u91cd\u5851\u81ea\u5df1\uff0c\u6211\u4eec\u5c31\u50cf\u516c\u53f8\u5185\u90e8\u7684\u521b\u4e1a\u8005\u4e00\u6837\uff0c\u6211\u53c2\u52a0\u7684\u6240\u6709\u4f1a\u8bae\u90fd\u50cf\u521b\u4e1a\u4f1a\u8bae\u4e00\u6837\uff0c\u90fd\u5f88\u75db\u82e6\uff0c\u56e0\u4e3a\u4f60\u4ece\u96f6\u5f00\u59cb\uff0c\u4f60\u6ca1\u6709\u4efb\u4f55\u52a8\u529b\uff0c\u57fa\u672c\u4e0a\u4f60\u662f\u4ece 0 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Guo\uff1a<\/strong><\/p>\n<p>\u6211\u516c\u53f8\u7684\u540d\u5b57\u53eb Conviction\uff08\u4fe1\u5ff5\uff09\uff0c\u4f60\u53ef\u4ee5\u4fdd\u6301\u7075\u6d3b\u3002<\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u597d\u7684\uff0c\u6211\u4f1a\u628a\u5b83\u4f5c\u4e3a\u4e00\u4e2a\u7cd6\u679c\u54c1\u724c\u5f00\u59cb\uff08\u54c8\u54c8\u54c8\u54c8\uff09\u3002<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p><strong>\u6709\u4e9b\u521b\u4e1a\u516c\u53f8\u7684 CEO \u975e\u5e38\u6709\u624d\u534e\uff0c\u4ed6\u4eec\u51e0\u4e4e\u662f\u6b63\u786e\u7684\uff0c\u4f46\u4ed6\u4eec\u592a\u8fc7\u4e8e\u6267\u7740\u4e8e\u81ea\u5df1\u7684\u6b63\u786e\u6027\uff0c\u5fd8\u8bb0\u4e86\u5728\u8def\u4e0a\u5b66\u4e60\u3001\u8c03\u6574\u548c\u9002\u5e94\u7684\u7075\u6d3b\u6027\uff0c\u8fd9\u662f\u4e00\u65b9\u9762\uff1b\u53e6\u4e00\u65b9\u9762\u662f\u97e7\u6027\uff0c\u8fd9\u4e5f\u4e0e\u9057\u5fd8\u76f8\u5173\uff0c\u4f60\u5fc5\u987b\u5fd8\u8bb0\u75db\u82e6\uff0c\u7ee7\u7eed\u524d\u8fdb\uff0c\u5c31\u50cf\u6559\u7ec3\u8bf4\u7684\uff0c\u4e0d\u8981\u62c5\u5fc3\u4e0a\u4e00\u4e2a\u7403\uff0c\u4f60\u521a\u521a\u88ab\u5bf9\u624b\u8e22\u4e86\u8138\uff0c\u4f60\u9519\u8fc7\u4e861\/4\u3002<\/strong><\/p>\n<p>\u5c31\u50cf\u4f60\u63d0\u5230\u52a0\u5bc6\u8d27\u5e01\u65f6\uff0c\u6211\u7684\u624b\u5f00\u59cb\u51fa\u6c57\uff0c\u6211\u77e5\u9053\u6211\u7684\u5fc3\u5f00\u59cb\u8df3\u5f97\u66f4\u5feb\uff0c\u56e0\u4e3a\u6211\u8bb0\u5f97\u9519\u8fc7\u4e86\u90a3 1 \u5b63\uff0c\u5f53\u6211\u4eec\u5728\u52a0\u5bc6\u8d27\u5e01\u65b9\u9762\u9519\u8fc7 1 \u5b63\u65f6\uff0c\u6211\u4eec\u9519\u8fc7\u5f97\u5f88\u5f7b\u5e95\uff0c\u56e0\u4e3a\u9884\u6d4b\u52a0\u5bc6\u8d27\u5e01\u5f88\u56f0\u96be\uff0c\u6211\u4eec\u4ece\u6ca1\u6709\u4f9b\u5e94\u5230\u4f9b\u5e94\u8fc7\u5269\u3002\u8c01\u4f1a\u9519\u8fc7 2 \u4ebf\u7f8e\u5143\u7684 1 \u4e2a\u5b63\u5ea6\uff1f\u6211\u6307\u7684\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u6570\u5b57\uff0c\u901a\u5e38\u4f60\u4f1a\u542c\u5230 CEO \u9519\u8fc7\u4e86 1500 \u4e07\u7f8e\u5143\uff0c\u800c\u4e0d\u662f 20 \u4ebf\u7f8e\u5143\u3002<\/p>\n<h2><strong>09 \u4eca\u5929\u7684\u65b9\u5411\u6765\u81ea\u672a\u6765<\/strong><\/h2>\n<p><strong>\u6df1\u8015\u79d1\u7814\u57fa\u7840\u6a21\u578b<\/strong><\/p>\n<p><strong>Elad Gil\uff1a<\/strong><\/p>\n<p>\u6211\u8ba4\u4e3a Sarah \u63d0\u51fa\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u89c2\u70b9\uff0c\u4f60\u73b0\u5728\u5efa\u7acb\u4e86\u4e00\u5bb6\u5728\u79d1\u6280\u754c\u5177\u6709\u91cd\u8981\u5730\u4f4d\u7684\u516c\u53f8\uff0c\u6b63\u5728\u63a8\u52a8\u53ef\u80fd\u662f\u6709\u53f2\u4ee5\u6765\u6700\u91cd\u8981\u7684\u6280\u672f\u4e4b\u4e00\uff0c\u5373 AI \u3002\u4ece\u73b0\u5728\u56de\u987e\u5230\u672a\u6765\u7684 10 \u5e74\u300120\u5e74\uff0c\u6709\u6ca1\u6709\u4ec0\u4e48\u5177\u4f53\u7684\u76ee\u6807\uff0c\u65e0\u8bba\u662f\u901a\u8fc7\u516c\u53f8\u8fd8\u662f\u66f4\u5e7f\u6cdb\u7684\u65b9\u5411\uff0c\u4f60\u5e0c\u671b\u5b9e\u73b0\u7684\uff1f\u4ece\u672a\u6765\u7684 20 \u5e74\u56de\u671b\uff0c\u6709\u6ca1\u6709\u4f60\u771f\u6b63\u5e0c\u671b\u5b9e\u73b0\u7684\u4e8b\u60c5\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u95ee\u9898\uff0c\u5b9e\u9645\u4e0a\u8fd9\u662f\u4e00\u79cd\u5f88\u597d\u7684\u601d\u8003\u65b9\u5f0f\uff0c<strong>\u601d\u8003\u4eca\u5929\u8981\u505a\u4ec0\u4e48\u7684\u6700\u597d\u65b9\u6cd5\u662f\u8d70\u5230\u672a\u6765\uff0c\u56de\u5934\u770b\uff0c\u4f60\u4eec\u53ef\u80fd\u4e5f\u662f\u8fd9\u6837\u505a\u7684\uff0c\u6240\u4ee5\u6211\u4f1a\u8d70\u51fa 10 \u5e74\uff0c\u56de\u5934\u770b\u770b\u6211\u5f53\u65f6\u5e0c\u671b\u81ea\u5df1\u90a3\u65f6\u5019\u80fd\u505a\u5230\u4ec0\u4e48\uff0c\u7136\u540e\u73b0\u5728\u53bb\u505a\uff0c\u8fd9\u5c31\u662f\u7b54\u6848\u3002<\/strong><\/p>\n<p>\u6240\u4ee5\u6211\u4eec\u76f8\u4fe1\u6211\u4eec\u53ef\u4ee5\u5bf9\u51e0\u4e2a\u884c\u4e1a\u505a\u51fa\u8d21\u732e\uff0c\u5176\u4e2d\u4e4b\u4e00\u662f\u533b\u7597\u4fdd\u5065\u548c\u836f\u7269\u7814\u53d1\uff0c\u8fd9\u662f\u4e00\u4e2a\u8ba1\u7b97\u4e0a\u548c\u6570\u503c\u4e0a\u6781\u5176\u590d\u6742\u7684\u95ee\u9898\uff0c\u5176\u4e2d\u7684\u7ec4\u5408\u6570\u91cf\u8d85\u8fc7\u4e86\u5b87\u5b99\u4e2d\u7684\u539f\u5b50\u6570\u91cf\uff0c\u5b83\u662f\u4e00\u4e2a\u975e\u5e38\u5e9e\u5927\u7684\u95ee\u9898\u7a7a\u95f4\uff0c\u6211\u4eec\u6700\u7ec8\u53ef\u80fd\u6709\u5fc5\u8981\u7684\u5de5\u5177\u6765\u653b\u514b\u5b83\u3002\uff0c\u5c11\u73b0\u5728\u6709\u80fd\u529b\u7406\u89e3\u6c28\u57fa\u9178\u3001\u5e8f\u5217\u3001\u86cb\u767d\u8d28\u548c\u5316\u5b66\u7269\u8d28\u7684\u8bed\u8a00\u548c\u610f\u4e49\uff0c\u5982\u679c\u4f60\u80fd\u7406\u89e3\u7ed3\u6784\u3001\u7406\u89e3\u8bed\u8a00\u3001\u7406\u89e3\u95ee\u9898\u7a7a\u95f4\u7684\u610f\u4e49\uff0c\u4f60\u4e5f\u8bb8\u6709\u673a\u4f1a\u89e3\u51b3\u5b83\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u5bf9\u6b64\u975e\u5e38\u5174\u594b\uff0c\u771f\u7684\u5e0c\u671b\u6211\u4eec\u80fd\u591f\u4e3a\u591a\u7269\u7406\u5b66\u548c\u6c14\u5019\u79d1\u5b66\u521b\u9020\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\u3002\u8fd9\u6837\u6211\u4eec\u5c31\u53ef\u4ee5\u95ee\u4e00\u4e2a\u95ee\u9898\uff0c\u5982\u679c\u6709\u8fd9\u4e9b\u4eba\u4e3a\u56e0\u7d20\u548c\u8fd9\u4e9b\u4eba\u7c7b\u9a71\u52a8\u56e0\u7d20\uff0c\u6211\u4eec\u4ea7\u751f\u8fd9\u4e9b\u5f71\u54cd\uff0c\u90a3\u4e48 10 \u5e74\u540e\uff0c\u4ece\u73b0\u5728\u8d77 30 \u5e74\u540e\u5730\u7403\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f<\/p>\n<p>\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u590d\u6742\u7684\u95ee\u9898\u3002<strong>\u4ece\u8ba1\u7b97\u4e0a\u6765\u8bf4\uff0c\u4eba\u4eec\u4f30\u8ba1\u8fd9\u4e2a\u95ee\u9898\u7684\u8ba1\u7b97\u91cf\u53ef\u80fd\u662f\u76ee\u524d\u5168\u7403\u6700\u5feb\u8d85\u7ea7\u8ba1\u7b97\u673a\u7684 10 \u4ebf\u500d\u5230 1000\u4ebf\u500d\uff0c\u8fd9\u57fa\u672c\u4e0a\u610f\u5473\u7740\u6211\u4eec\u6c38\u8fdc\u65e0\u6cd5\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u901a\u8fc7 AI \uff0c\u6211\u4eec\u53ef\u80fd\u6709\u673a\u4f1a\u5c06\u8fd9\u4e2a\u8ba1\u7b97\u91cf\u51cf\u5c11 10 \u4ebf\u500d\u5230 1000\u4ebf\u500d\uff0c\u6240\u4ee5\u6211\u5e0c\u671b\u6211\u4eec\u6709\u673a\u4f1a\u5728\u6211\u4eec\u8fd9\u4e00\u4ee3\u4eba\u4e2d\u4e3a\u8fd9\u4e24\u4e2a\u9886\u57df\u4f5c\u51fa\u5de8\u5927\u8d21\u732e\u3002<\/strong>\u56e0\u6b64\uff0c\u6211\u4eec\u6b63\u5728\u505a\u7684\u662f\u5730\u7403 2 \u53f7\u548c Clara\uff0c\u5730\u7403 2 \u53f7\u662f\u6211\u4eec\u7684\u6c14\u5019\u79d1\u5b66\u7cfb\u7edf\uff0cClara\u662f\u6211\u4eec\u7684\u533b\u7597\u4fdd\u5065\u7cfb\u7edf\uff0c\u66f4\u597d\u5730\u4e86\u89e3\u5982\u4f55\u5728\u8fd9\u4e2a\u9886\u57df\u505a\u51fa\u8d21\u732e\u3002 <\/p>\n<p><strong>Sarah Guo\uff1a<\/strong><\/p>\n<p>\u4ee4\u4eba\u5174\u594b\u3002\u6211\u6709\u4e00\u4e2a\u6700\u540e\u4e00\u4e2a\u95ee\u9898\uff0c\u8fd9\u4e2a\u95ee\u9898\u548c\u653b\u51fb\u4e16\u754c\u4e0a\u8ba1\u7b97\u91cf\u6700\u5927\u7684\u3001\u6700\u590d\u6742\u7684\u641c\u7d22\u7a7a\u95f4\uff0c\u4ece\u800c\u62ef\u6551\u4eba\u7c7b\u548c\u5730\u7403\u7684\u91cd\u8981\u6027\u76f8\u5f53&#8230;&#8230;.\u90a3\u5c31\u662f\u4f60\u7684\u76ae\u5939\u514b\u4ece\u54ea\u91cc\u6765\u7684\uff1f<\/p>\n<p><strong>Jensen Huang\uff1a<\/strong><\/p>\n<p>\u6211\u8001\u5a46\u548c\u5973\u513f\u603b\u662f\u5728\u5e2e\u6211\u627e\u76ae\u5939\u514b\uff0c\u6211\u5fc5\u987b\u627f\u8ba4\u5927\u591a\u6570\u5939\u514b\u5bf9\u6211\u6765\u8bf4\u592a\u65f6\u5c1a\u4e86\uff0c\u6211\u7a7f\u4e0d\u51fa\u53bb\uff0c\u8fd9\u4e9b\u662f\u6bd4\u8f83\u6734\u7d20\u7684\uff0c\u4f46<strong>\u5176\u4e2d\u4e00\u4e9b\u592a\u9177\u4e86\uff0c\u53ea\u6709\u771f\u6b63\u9177\u7684\u4eba\u624d\u80fd\u7a7f<\/strong>\uff0c\u800c\u4e14\u6211\u4e0d\u60f3\u663e\u5f97\u81ea\u5df1\u7a7f\u5f97\u4e0d\u642d\u3002<\/p>\n<p><em>Reference\uff1a<\/em><\/p>\n<p><em>https:\/\/www.youtube.com\/watch?v=ZFtW3g1dbUU&amp;t=629s<\/em><\/p>\n<p>\u672c\u6587\uff08\u542b\u56fe\u7247\uff09\u4e3a\u5408\u4f5c\u5a92\u4f53\u6388\u6743\u5fae\u65b0\u521b\u60f3\u8f6c\u8f7d\uff0c\u4e0d\u4ee3\u8868\u5fae\u65b0\u521b\u60f3\u7acb\u573a\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u539f\u4f5c\u8005\u3002\u5982\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u8bf7\u8054\u7cfbhttp:\/\/www.idea2003.com\/\u3002<\/p>\n<p> 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