{"id":8344,"date":"2025-07-27T10:04:38","date_gmt":"2025-07-27T10:04:38","guid":{"rendered":"https:\/\/nxhdyxdsj.com\/?p=8344"},"modified":"2025-07-27T10:04:38","modified_gmt":"2025-07-27T10:04:38","slug":"%e7%a6%bb%e7%ba%bf%e6%99%ba%e8%83%bd%ef%bc%8c%e4%bb%80%e4%b9%88%e6%97%b6%e5%80%99%e8%bf%8e%e6%9d%a5-deepseek-%e6%97%b6%e5%88%bb%ef%bc%9f","status":"publish","type":"post","link":"http:\/\/nxhdyxdsj.com\/?p=8344","title":{"rendered":"\u79bb\u7ebf\u667a\u80fd\uff0c\u4ec0\u4e48\u65f6\u5019\u8fce\u6765 DeepSeek \u65f6\u523b\uff1f"},"content":{"rendered":"<p><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold;color: #9ebbfe\">\u4f5c\u8005\uff5cLi Yuan <\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold;color: #9ebbfe\">\u7f16\u8f91\uff5c \u90d1\u7384<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: left\">\u8fc7\u53bb\u4e24\u5e74\uff0c\u5173\u4e8e AI \u6a21\u578b\u7684\u6545\u4e8b\uff0c\u51e0\u4e4e\u90fd\u5728\u56f4\u7ed5\u4e24\u4e2a\u7248\u672c\u5c55\u5f00\uff1a\u65e0\u6240\u4e0d\u80fd\u7684\u4e91\uff0c\u548c\u5145\u6ee1\u60f3\u8c61\u7684\u7aef\u3002<\/p>\n<p style=\"text-align: left\">\u66fe\u7ecf\uff0c\u4e00\u4e2a\u88ab\u5e7f\u6cdb\u63cf\u7ed8\u7684\u884c\u4e1a\u84dd\u56fe\u662f\uff1a\u968f\u7740\u8f7b\u91cf\u5316\u6a21\u578b\u80fd\u529b\u7684\u6301\u7eed\u589e\u5f3a\uff0cAI \u6446\u8131\u4e91\u7aef\u675f\u7f1a\uff0c\u5728\u6bcf\u4e2a\u4eba\u7684\u8bbe\u5907\u4e0a\u5b9e\u73b0\u6c38\u4e0d\u79bb\u7ebf\u7684\u8d34\u8eab\u667a\u80fd\uff0c\u4f3c\u4e4e\u53ea\u662f\u4e00\u4e2a\u65f6\u95f4\u95ee\u9898\u3002<\/p>\n<p style=\"text-align: left\">\u7136\u800c\uff0c\u55a7\u56a3\u8fc7\u540e\uff0c\u4e00\u4e2a\u5c34\u5c2c\u7684\u73b0\u5b9e\u6446\u5728\u773c\u524d\uff1a\u4e0d\u8bba\u662f\u8fd1\u671f\u7206\u706b\u7684 AI \u73a9\u5177\uff0c\u8fd8\u662f\u5907\u53d7\u77a9\u76ee\u7684 AI \u773c\u955c\uff0c\u5176\u6838\u5fc3\u4ea4\u4e92\u548c\u667a\u80fd\u4f9d\u7136\u7262\u7262\u5730\u7cfb\u4e8e\u4e91\u7aef\u3002\u5373\u4f7f\u662f\u7b97\u529b\u66f4\u5f3a\u7684\u624b\u673a\u548c PC\uff0c\u771f\u6b63\u5b9e\u73b0\u4e86\u79bb\u7ebf AI \u80fd\u529b\u7684\uff0c\u5374\u4f9d\u7136\u51e4\u6bdb\u9e9f\u89d2\u3002<\/p>\n<p style=\"text-align: left\">\u6280\u672f\u6f14\u793a\u91cc\uff0c\u7aef\u4fa7\u6a21\u578b\u770b\u8d77\u6765\u65e0\u6240\u4e0d\u80fd\u3002\u4f46\u6700\u540e\u8bf4\u597d\u7684\u79bb\u7ebf\u667a\u80fd\uff0c\u600e\u4e48\u8fd8\u662f\u79bb\u4e0d\u5f00\u7f51\u7edc\uff1f<\/p>\n<p style=\"text-align: left\">\u77db\u76fe\u7684\u4e00\u9762\uff0c\u662f\u7528\u6237\u5bf9\u4f53\u9a8c\u7684\u6781\u81f4\u6e34\u6c42\uff1a\u5373\u65f6\u54cd\u5e94\u4e0d\u80fd\u7b49\uff0c\u9690\u79c1\u6570\u636e\u4e0d\u60f3\u4f20\uff0c\u65ad\u7f51\u65f6\u523b\u4e0d\u5931\u8054\u3002\u800c\u53e6\u4e00\u9762\uff0c\u662f\u7aef\u4fa7\u8bbe\u5907\u6c38\u8fdc\u65e0\u6cd5\u56de\u907f\u7684\u300c\u7269\u7406\u5929\u82b1\u677f\u300d&mdash;&mdash;\u6709\u9650\u7684\u7b97\u529b\u3001\u529f\u8017\u548c\u5185\u5b58\uff0c\u50cf\u4e00\u9053\u65e0\u5f62\u7684\u5899\uff0c\u6b8b\u9177\u5730\u963b\u9694\u4e86\u7edd\u5927\u591a\u6570\u9ad8\u6027\u80fd\u6a21\u578b\u7684\u843d\u5730\u3002<\/p>\n<p style=\"text-align: left\">\u66f4\u6df1\u5c42\u7684\u77db\u76fe\uff0c\u5219\u5728\u4e8e\u5546\u4e1a\u7684\u5f15\u529b\u3002\u5bf9\u4e8e\u624b\u63e1\u6700\u5f3a\u6a21\u578b\u7684\u5de8\u5934\u800c\u8a00\uff0c\u4e91\u7aef\u662f\u5f70\u663e\u6280\u672f\u9886\u5bfc\u529b\u7684\u6807\u6746\uff0c\u66f4\u662f\u5229\u6da6\u6eda\u6eda\u800c\u6765\u7684\u6536\u8d39\u7ad9\u3002\u5f53\u6240\u6709\u7684\u76ee\u5149\u548c\u8d44\u6e90\u90fd\u805a\u7126\u4e8e\u4e91\u7aef\u65f6\uff0c\u90a3\u4e2a\u66f4\u82e6\u3001\u66f4\u7d2f\u3001\u5546\u4e1a\u56de\u62a5\u66f4\u4e0d\u660e\u6717\u7684\u7aef\u4fa7\uff0c\u81ea\u7136\u6210\u4e86\u88ab\u5ffd\u7565\u7684\u89d2\u843d\u3002<\/p>\n<p style=\"text-align: left\">\u90a3\u4e48\uff0c\u90a3\u4e9b\u771f\u6b63\u81f4\u529b\u4e8e\u63a8\u52a8\u300c\u79bb\u7ebf\u667a\u80fd\u300d\u7684\u5c11\u6570\u6d3e\uff0c\u4ed6\u4eec\u5230\u5e95\u5728\u505a\u4ec0\u4e48\uff1f\u5728\u4eca\u5e74\u7684\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5927\u4f1a\uff08WAIC\uff09\u4e0a\uff0c\u4e00\u5bb6\u540d\u4e3a RockAI \u7684\u516c\u53f8\u7ed9\u51fa\u4e86\u81ea\u5df1\u7684\u7b54\u6848\u3002\u4ed6\u4eec\u6b63\u8d70\u5728\u4e00\u6761\u5c11\u6709\u4eba\u8d70\u7684\u8def\u4e0a\uff0c\u5e76\u627e\u5230\u4e86\u7834\u5c40\u7684\u94a5\u5319\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/bb\/63\/bb63c7b1b49516a50f803eea4d4f3413.jpeg\" height=\"720\" \/><\/p>\n<p style=\"text-align: left\">\u4ee5\u300c\u8ba9\u6bcf\u53f0\u8bbe\u5907\u90fd\u62e5\u6709\u4e13\u5c5e\u667a\u80fd\u300d\u4e3a\u4f7f\u547d\uff0c\u8fd9\u652f\u56e2\u961f\u4e00\u5934\u624e\u8fdb\u5e95\u5c42\u6280\u672f\uff0c\u751a\u81f3\u5927\u80c6\u820d\u5f03\u4e3b\u6d41 Transformer \u67b6\u6784\uff0c\u786c\u662f\u5543\u4e0b\u4e86\u7aef\u4fa7\u90e8\u7f72\u8fd9\u5757\u88ab\u89c6\u4e3a\u300c\u4e0d\u53ef\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\u300d\u7684\u786c\u9aa8\u5934\u3002\u65e9\u671f\uff0c\u4ed6\u4eec\u7684\u6a21\u578b\u5c31\u80fd\u5b8c\u6574\u8dd1\u5728\u7b97\u529b\u6349\u895f\u89c1\u8098\u7684\u6811\u8393\u6d3e\u4e0a&mdash;&mdash;\u8fd9\u5757\u5361\u7247\u5927\u5c0f\u7684\u7535\u8111\u5411\u6765\u662f\u7aef\u4fa7\u90e8\u7f72\u7684\u4e25\u82db\u8bd5\u91d1\u77f3\uff0c\u5927\u591a\u6570\u540c\u7c7b\u6a21\u578b\u5728\u5b83\u4e0a\u9762\u5f80\u5f80\u8dd1\u51fa\u51e0\u53e5\u8bdd\u5c31\u5361\u4f4f\u3002<\/p>\n<p style=\"text-align: left\">\u800c\u5728\u4eca\u5e74 WAIC \u63a8\u51fa\u7684 Yan 2.0 Preview \u4ec5 30 \u4ebf\u53c2\u6570\uff0c\u5df2\u7ecf\u80fd\u505a\u5230\u591a\u6a21\u6001\uff0c\u5e76\u5728\u672c\u5730\u5b9e\u73b0\u771f\u6b63\u7684\u300c\u8bb0\u5fc6\u300d\uff1a\u6a21\u578b\u53ef\u52a8\u6001\u8c03\u6574\u6743\u91cd\uff0c\u957f\u671f\u4fdd\u7559\u5e76\u66f4\u65b0\u7528\u6237\u504f\u597d\u3002<\/p>\n<p style=\"text-align: left\">\u800c\u8fd9\u9879\u300c\u4e0d\u53ef\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\u300d\u7684\u6210\u679c\uff0c\u4e5f\u5e76\u672a\u505c\u7559\u5728\u5b9e\u9a8c\u5ba4\u7684\u6f14\u793a\u9636\u6bb5\u3002\u91cf\u4ea7\u8ba2\u5355\u5df2\u7ecf\u4ece\u6d77\u5185\u5916\u5e02\u573a\u53d1\u6765\uff0c\u5c06\u6280\u672f\u5b9e\u529b\u8fc5\u901f\u5151\u6362\u4e3a\u5546\u4e1a\u4ef7\u503c\u3002<\/p>\n<p style=\"text-align: left\">\u4ed6\u4eec\u7684\u6545\u4e8b\u6216\u8bb8\u80fd\u56de\u7b54\u90a3\u4e2a\u6839\u672c\u95ee\u9898\uff1a\u5f53\u4e91\u7aef\u6a21\u578b\u9ad8\u6b4c\u731b\u8fdb\u65f6\uff0c\u6211\u4eec\u4e3a\u4ec0\u4e48\u8fd8\u9700\u8981\u3001\u4ee5\u53ca\u5982\u4f55\u624d\u80fd\u5b9e\u73b0\u771f\u6b63\u7684\u79bb\u7ebf\u667a\u80fd\uff1f<\/p>\n<p style=\"text-align: left\">\u6781\u5ba2\u516c\u56ed\u91c7\u8bbf\u4e86 RockAI \u7684\u8054\u5408\u521b\u59cb\u4eba\u90b9\u4f73\u601d\uff0c\u4e0e\u4ed6\u4eec\u804a\u4e86\u804a RockAI \u80cc\u540e\u7684\u5546\u4e1a\u6545\u4e8b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h1 style=\"text-align: center\"><span style=\"font-weight: bold;font-style: italic;color: #9ebbfe\">01 <\/span><\/h1>\n<p style=\"text-align: center\"><span style=\"font-weight: bold\">\u4e3a\u4ec0\u4e48\u6211\u4eec\u8fd8\u6ca1\u6709\u62e5\u6709\u6c38\u4e0d\u4e0b\u7ebf\u7684\u968f\u8eab AI \uff1f <\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u6574\u4e2a\u884c\u4e1a\u4f3c\u4e4e\u90fd\u5728\u4e3a\u4e00\u4e2a\u79bb\u7ebf\u667a\u80fd\u7684\u672a\u6765\u800c\u52aa\u529b\uff0c\u82f9\u679c\u8fd9\u6837\u7684\u5de8\u5934\u66f4\u662f\u5c06\u6b64\u89c6\u4e3a\u6838\u5fc3\u6218\u7565\u3002\u53ef\u4e3a\u4ec0\u4e48\u4ece\u6280\u672f\u6f14\u793a\u5230\u6d88\u8d39\u8005\u624b\u4e2d\uff0c\u8fd9\u300c\u6700\u540e\u4e00\u516c\u91cc\u300d\u5374\u603b\u662f\u8d70\u4e0d\u901a\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u5927\u5bb6\u90fd\u5728\u8c08\u79bb\u7ebf\u667a\u80fd\u3001\u8bbe\u5907\u7aef\u7684 AI\uff0c\u4f46\u7406\u60f3\u548c\u73b0\u5b9e\u4e4b\u95f4\uff0c\u6a2a\u7740\u4e24\u5ea7\u51e0\u4e4e\u65e0\u6cd5\u903e\u8d8a\u7684\u5927\u5c71\uff1a\u4e00\u5ea7\u662f\u7b97\u529b\uff0c\u53e6\u4e00\u5ea7\u662f\u529f\u8017\u3002<\/p>\n<p style=\"text-align: left\">\u5927\u6a21\u578b\u60f3\u5728\u8bbe\u5907\u4e0a\u8fd0\u884c\uff0c\u9700\u8981\u5f88\u9ad8\u7684\u7b97\u529b\u914d\u7f6e\u3002\u76ee\u524d\u5f88\u591a\u884c\u4e1a\u5185\u7684 AI \u516c\u53f8\uff0c\u867d\u7136\u4e5f\u6709\u53c2\u6570\u6bd4\u8f83\u5c0f\u7684\u6a21\u578b\uff0c\u4f46\u662f\u4ecd\u7136\u9700\u8981\u7b97\u529b\u66f4\u9ad8\u7684\u82af\u7247\u624d\u80fd\u8dd1\u4e0a\u53bb\u3002<\/p>\n<p style=\"text-align: left\">\u6bd4\u5982\u6211\u4eec\u7684\u4e00\u4e2a\u5ba2\u6237\uff0c\u60f3\u8981\u5728\u624b\u673a\u4e0a\u914d\u7f6e\u79bb\u7ebf\u7684\u5927\u6a21\u578b\uff0c\u4f46\u662f\u5f53\u65f6\u884c\u4e1a\u91cc\u5176\u4ed6\u5927\u6a21\u578b\u5382\u5546\u63d0\u51fa\u7684\u65b9\u6848\uff0c\u51e0\u4e4e\u65e0\u4e00\u4f8b\u5916\u5730\u8981\u6c42\u5fc5\u987b\u4f7f\u7528\u9ad8\u901a\u6700\u65b0\u7684\u65d7\u8230\u82af\u7247\u4ee5\u53ca 16G \u4ee5\u4e0a\u7684\u5185\u5b58\u3002\u4f46\u73b0\u5b9e\u662f\uff0c\u5927\u591a\u6570\u667a\u80fd\u8bbe\u5907\uff0c\u90fd\u4e0d\u80fd\u5177\u5907\u8fd9\u6837\u7684\u7b97\u529b\u82af\u7247\u3002<\/p>\n<p style=\"text-align: left\">\u8fd9\u5c31\u662f\u6700\u6b8b\u9177\u7684\u7b97\u529b\u9e3f\u6c9f\uff1a <span style=\"font-weight: bold\">\u4f60\u7684 AI \u6280\u672f\u518d\u5148\u8fdb\uff0c\u5982\u679c\u53ea\u80fd\u6ee1\u8db3\u5c11\u6570\u9876\u914d\u8bbe\u5907\u5e94\u7528\uff0c\u90a3\u4e48\u5c31\u5931\u53bb\u4e86\u666e\u60e0 AI \u7684\u610f\u4e49\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u53e6\u4e00\u5ea7\u5927\u5c71\uff0c\u5219\u662f\u529f\u8017\u3002<\/p>\n<p style=\"text-align: left\">\u8fd9\u4e2a\u95ee\u9898\u5728\u624b\u673a\u4e0a\u4f53\u73b0\u5f97\u6dcb\u6f13\u5c3d\u81f4\u3002\u73b0\u5b9e\u4e2d\uff0c\u624b\u673a\u5382\u5546\u53ea\u8981\u5c1d\u8bd5\u90e8\u7f72\u5927\u6a21\u578b\uff0c\u8bbe\u5907\u7684\u53d1\u70ed\u5c31\u975e\u5e38\u4e25\u91cd\uff0c\u8fd9\u51e0\u4e4e\u662f\u6240\u6709\u57fa\u4e8e\u4f20\u7edf Transformer \u67b6\u6784\u6a21\u578b\u7684\u901a\u75c5\u3002\u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u624b\u673a\u5382\u5546\u90fd\u548c\u6211\u4eec\u4ea4\u6d41\u8fc7\u8fd9\u4e2a\u75db\u70b9\u3002\u4ed6\u4eec\u90fd\u60f3\u5728\u4e0b\u4e00\u4ee3 AI \u624b\u673a\u4e0a\u5b9e\u73b0\u7a81\u7834\uff0c\u4f46\u53c8\u90fd\u88ab\u8fd9\u5835\u529f\u8017\u4e4b\u5899\u6321\u4f4f\u4e86\u53bb\u8def\u3002<\/p>\n<p style=\"text-align: left\">\u4e3a\u4ec0\u4e48\u6700\u540e\u4e00\u516c\u91cc\u8d70\u4e0d\u901a\uff1f<\/p>\n<p style=\"text-align: left\">\u4e8b\u5b9e\u662f\uff0c <span style=\"font-weight: bold\">\u786c\u4ef6\u7684\u66f4\u65b0\u7684\u8282\u594f\u5ba2\u89c2\u4e0a\u5f88\u6162\uff0c\u5f88\u591a\u8bbe\u5907\u591a\u5e74\u524d\u5c31\u5356\u51fa\u53bb\u4e86\uff0c\u5f53\u5e74\u7684\u82af\u7247\u3001\u5b58\u50a8\u3001\u9ea6\u514b\u98ce\u3001\u6444\u50cf\u5934\u90fd\u4e0d\u662f\u4e3a\u4eca\u5929\u7684\u5927\u6a21\u578b\u51c6\u5907\u7684\uff0c\u628a Transformer \u5f80\u8fd9\u4e9b\u4e2d\u4f4e\u7aef\u7b97\u529b\u4e0a\u5e03\uff0c\u8981\u4e48\u8dd1\u4e0d\u8d77\u6765\uff0c\u8981\u4e48\u52c9\u5f3a\u8dd1\u6548\u679c\u5dee\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u5373\u4fbf\u4e0a\u6e38\u5382\u5546\u63a8\u51fa\u65b0\u4e00\u4ee3\u9ad8\u7aef\u82af\u7247\uff0c\u628a\u5b83\u5e03\u7f6e\u8fdb\u65b0\u4ea7\u54c1\u7ebf\u5f80\u5f80\u8981\u7ecf\u5386 6&ndash;12 \u4e2a\u6708\uff1b\u800c\u4ea7\u54c1\u771f\u6b63\u5356\u7206\u3001\u89c4\u6a21\u5316\u51fa\u8d27\u5e76\u5e7f\u6cdb\u666e\u53ca\u901a\u5e38\u8fd8\u9700\u8981\u989d\u5916 1&ndash;2 \u5e74\u3002\u8fd9\u79cd\u8282\u594f\u662f\u5ba2\u89c2\u7269\u7406\u73b0\u5b9e\uff0c\u4e0d\u53ef\u80fd\u88ab\u8df3\u8fc7\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u60a8\u521a\u624d\u63d0\u5230\u4e86\uff0c\u65e0\u8bba\u662f\u7b97\u529b\u8fd8\u662f\u529f\u8017\uff0c\u5f88\u591a\u95ee\u9898\u7684\u6839\u6e90\u90fd\u6307\u5411\u4e86\u76ee\u524d\u4e3b\u6d41\u7684 Transformer \u67b6\u6784\u3002Transformer \u5728\u4e91\u7aef\u8bc1\u660e\u4e86\u81ea\u5df1\u662f\u5f53\u524d\u6700\u5f3a\u7684 AI \u67b6\u6784\uff0c\u4e3a\u4ec0\u4e48\u628a\u5b83\u642c\u5230\u7aef\u4fa7\u8bbe\u5907\u4e0a\uff0c\u5c31\u6c34\u571f\u4e0d\u670d\u4e86\u5462\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u8fd9\u4e2a\u95ee\u9898\u786e\u5b9e\u95ee\u5230\u4e86\u5728\u8bbe\u5907\u7aef\u8fd0\u884c\u5927\u6311\u6218\u7684\u6838\u5fc3\u3002Transformer \u4e4b\u6240\u4ee5\u5f3a\u5927\uff0c\u4f9d\u8d56\u4e8e\u5b83\u9769\u547d\u6027\u7684\u6ce8\u610f\u529b\uff08Attention\uff09\u673a\u5236\u3002\u4f46\u95ee\u9898\u6070\u6070\u4e5f\u51fa\u5728\u8fd9\u91cc\u3002<\/p>\n<p style=\"text-align: left\">\u4f20\u7edf\u7684 AI \u6a21\u578b\u50cf\u4e00\u4e2a\u6d41\u6c34\u7ebf\u5de5\u4eba\uff0c\u4ed6\u5904\u7406\u4fe1\u606f\u662f\u4e00\u4e2a\u4e00\u4e2a\u6309\u987a\u5e8f\u6765\u7684\uff0c\u8bb0\u5fc6\u529b\u6709\u9650\uff0c\u5904\u7406\u5230\u540e\u9762\u5c31\u5fd8\u4e86\u524d\u9762\u3002\u800c Transformer \u5c31\u50cf\u4e00\u4e2a\u62e5\u6709\u8d85\u80fd\u529b\u7684\u603b\u6307\u6325\uff0c\u4ed6\u4e0d\u662f\u6309\u987a\u5e8f\u5904\u7406\uff0c\u800c\u662f\u8ba9\u4fe1\u606f\u6392\u6210\u4e00\u4e2a\u65b9\u9635\uff0c\u7136\u540e\u8981\u6c42\u65b9\u9635\u91cc\u7684\u6bcf\u4e00\u4e2a\u5b57\uff0c\u90fd\u8981\u548c\u5176\u4ed6\u6240\u6709\u7684\u5b57\u63e1\u624b\u4e00\u6b21\uff0c\u6765\u8ba1\u7b97\u5f7c\u6b64\u4e4b\u95f4\u7684\u5173\u8054\u5ea6\u3002<\/p>\n<p style=\"text-align: left\">\u8fd9\u79cd\u300c\u5168\u5c40\u63e1\u624b\u300d\u7684\u80fd\u529b\uff0c\u8ba9 Transformer \u62e5\u6709\u4e86\u8d85\u51e1\u7684\u7406\u89e3\u80fd\u529b\u3002\u4f46\u5728\u4e91\u7aef\uff0c\u4f60\u6709\u65e0\u9650\u7684\u7b97\u529b\u53bb\u652f\u6301\u8fd9\u79cd\u8ba1\u7b97\u3002<\/p>\n<p style=\"text-align: left\">\u4f46\u624b\u673a\u82af\u7247\uff08CPU\/NPU\uff09\u7684\u8bbe\u8ba1\uff0c\u66f4\u50cf\u662f\u521a\u624d\u8bf4\u7684\u300c\u6d41\u6c34\u7ebf\u300d\uff0c\u5b83\u64c5\u957f\u7684\u662f\u9ad8\u901f\u3001\u987a\u5e8f\u5730\u6267\u884c\u4efb\u52a1\u3002\u4f60\u7a81\u7136\u8ba9\u5b83\u53bb\u5b8c\u6210\u4e00\u4e2a\u9700\u8981\u300c\u5168\u5c40\u63e1\u624b\u300d\u4efb\u52a1&mdash;&mdash;\u6bcf\u589e\u52a0\u4e00\u4e2a\u5b57\uff0c\u8ba1\u7b97\u91cf\u5c31\u6307\u6570\u7ea7\u66b4\u589e&mdash;&mdash;\u5b83\u77ac\u95f4\u5c31\u4e0d\u77e5\u6240\u63aa\u4e86\u3002<\/p>\n<p style=\"text-align: left\">\u6211\u4eec\u4ece\u4e00\u5f00\u59cb\u5c31\u5173\u6ce8\u5230\u4e86\u8fd9\u4e2a\u95ee\u9898\u3002\u4e1a\u754c\u76ee\u524d\u4e5f\u6709\u4e00\u4e9b\u6539\u8fdb\u65b9\u6848\uff0c\u50cf Flash Attention\u3001\u7ebf\u6027\u6ce8\u610f\u529b\u7b49\u7b49\u3002\u4f46\u6211\u4eec\u7684\u7ed3\u8bba\u662f\uff0c\u8fd9\u4e9b\u90fd\u53ea\u662f\u5728\u300c\u6307\u6325\u5927\u5385\u300d\u91cc\u505a\u4e00\u4e9b\u5c0f\u4fee\u5c0f\u8865\uff0c\u6ca1\u6709\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u300c\u5168\u5c40\u63e1\u624b\u300d\u8fd9\u4e2a\u9ad8\u8017\u80fd\u7684\u6a21\u5f0f\u3002<\/p>\n<p style=\"text-align: left\">\u6211\u4eec\u6700\u540e\u9009\u62e9\u4e86\u4e00\u6761\u66f4\u5f7b\u5e95\u7684\u8def\uff1a <span style=\"font-weight: bold\">\u4fdd\u7559 Transformer \u5f3a\u5927\u7684\u7279\u5f81\u63d0\u53d6\u80fd\u529b\uff0c\u4f46\u5f7b\u5e95\u62ff\u6389\u90a3\u4e2a\u6d88\u8017\u5de8\u5927\u7684 Attention \u673a\u5236\uff0c\u7528\u4e00\u79cd\u5168\u65b0\u7684\u3001\u66f4\u9002\u5408\u5728\u300c\u6d41\u6c34\u7ebf\u300d\u4e0a\u8fd0\u884c\u7684\u67b6\u6784\u6765\u66ff\u4ee3\u5b83\u3002 <\/span>\u56fd\u5916\u540c\u671f\u7684 Mamba \u67b6\u6784\u4e5f\u770b\u5230\u4e86\u7c7b\u4f3c\u7684\u65b9\u5411\u3002\u6211\u4eec\u4e0d\u662f\u53bb\u4fee\u8865\u4e00\u8f86\u4e0d\u9002\u5408\u5728\u5c0f\u8def\u4e0a\u5f00\u7684 F1 \u8d5b\u8f66\uff0c\u800c\u662f\u91cd\u65b0\u8bbe\u8ba1\u4e00\u8f86\u80fd\u5728\u5c0f\u8def\u4e0a\u8dd1\u5f97\u98de\u5feb\u7684\u8d8a\u91ce\u8f66\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/a7\/cb\/a7cbe65787258a92f66b52a431bc132a.png\" height=\"630\" \/><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u8fd9\u542c\u8d77\u6765\u975e\u5e38\u590d\u6742\u3002\u53ea\u662f\u4e3a\u4e86\u5728\u667a\u80fd\u786c\u4ef6\u4e0a\u8dd1\uff0c\u5c31\u8981\u91cd\u65b0\u8bbe\u8ba1\u4e00\u4e2a\u67b6\u6784\u3002\u79bb\u7ebf\u667a\u80fd\u771f\u7684\u6709\u8fd9\u4e48\u5fc5\u8981\u5417\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u8fd9\u4e2a\u95ee\u9898\u5f88\u6709\u8da3\uff0c\u6211\u4eec\u8ba4\u4e3a\u975e\u5e38\u6709\u5fc5\u8981\uff0c\u800c\u4e14\u6211\u4eec\u4e5f\u786e\u5b9e\u770b\u5230\u4e86\u5f88\u5f3a\u7684\u5e02\u573a\u9700\u6c42\u3002<\/p>\n<p style=\"text-align: left\">\u5b83\u7684\u5fc5\u8981\u6027\u4f53\u73b0\u5728\u51e0\u4e2a\u65e0\u6cd5\u88ab\u4e91\u7aef\u66ff\u4ee3\u7684\u4ef7\u503c\u4e0a\uff1a<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u7b2c\u4e00\uff0c\u7edd\u5bf9\u7684\u9690\u79c1\u5b89\u5168\u3002 <\/span>\u8fd9\u662f\u82f9\u679c\u8fd9\u6837\u7684\u516c\u53f8\u6295\u5165\u7aef\u4fa7\u6700\u6838\u5fc3\u7684\u521d\u8877\u3002\u6700\u654f\u611f\u7684\u6570\u636e\uff0c\u6bd4\u5982\u4f60\u7684\u76f8\u518c\u3001\u5065\u5eb7\u4fe1\u606f\u3001\u804a\u5929\u8bb0\u5f55\uff0c\u6839\u672c\u5c31\u4e0d\u5e94\u8be5\u79bb\u5f00\u4f60\u7684\u8bbe\u5907\u3002\u8fd9\u662f\u4e00\u4e2a\u539f\u5219\u95ee\u9898\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u7b2c\u4e8c\uff0c\u6781\u81f4\u7684\u5b9e\u65f6\u4ea4\u4e92\u3002 <\/span>\u5f88\u591a\u573a\u666f\u5bf9\u5ef6\u8fdf\u7684\u8981\u6c42\u662f\u6beb\u79d2\u7ea7\u7684\u3002\u6bd4\u5982\u90e8\u7f72\u4e86 Yan \u67b6\u6784\u7684\u65e0\u4eba\u673a\uff0c\u7528\u6237\u558a\u4e00\u58f0\u300c\u5728\u6211\u8df3\u8d77\u6765\u7684\u65f6\u5019\u6293\u62cd\u300d\uff0c\u6a21\u578b\u5c31\u5fc5\u987b\u77ac\u95f4\u54cd\u5e94\u3002\u8fd9\u79cd\u573a\u666f\uff0c\u4efb\u4f55\u4e00\u6b21\u7f51\u7edc\u6ce2\u52a8\u90fd\u53ef\u80fd\u662f\u81f4\u547d\u7684\uff0c\u4f60\u4e0d\u53ef\u80fd\u4f9d\u8d56\u4e91\u7aef\u3002\u518d\u6bd4\u5982\u672a\u6765\u7684\u673a\u5668\u4eba\uff0c\u5b83\u9700\u8981\u6839\u636e\u81ea\u5df1\u72ec\u7279\u7684\u81c2\u957f\u3001\u4f20\u611f\u5668\u53c2\u6570\u6765\u505a\u51fa\u7cbe\u51c6\u7684\u52a8\u4f5c\uff0c\u8fd9\u79cd\u4e0e\u786c\u4ef6\u9ad8\u5ea6\u7ed1\u5b9a\u7684\u5b9e\u65f6\u63a7\u5236\uff0c\u5fc5\u987b\u7531\u672c\u5730\u7684\u300d\u5927\u8111\u300d\u6765\u5b8c\u6210\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u7b2c\u4e09\uff0c\u6210\u672c\u95ee\u9898\u3002 <\/span>\u4e91\u7aef API \u7684\u4ef7\u683c\u770b\u8d77\u6765\u5728\u4e0d\u65ad\u4e0b\u964d\uff0c\u751a\u81f3\u514d\u8d39\uff0c\u4f46\u4ecd\u7136\u662f\u6709\u6210\u672c\u7684\u3002\u4ee5\u6444\u50cf\u5934\u4e3a\u4f8b\uff0c\u51fa\u8d27\u91cf\u662f\u4ee5\u4ebf\u4e3a\u5355\u4f4d\u3002\u5728\u8fd9\u79cd\u6d77\u91cf\u89c4\u6a21\u4e0b\uff0c\u4e91\u7aef\u518d\u4fbf\u5b9c\uff0c\u4e58\u4ee5\u4ebf\uff0c\u4e5f\u662f\u4e00\u7b14\u5929\u6587\u6570\u5b57\u3002\u800c\u8d70\u5411\u79bb\u7ebf\u667a\u80fd\uff0c\u786c\u4ef6\u6210\u672c\u662f\u5df2\u7ecf\u4ed8\u51fa\u7684\uff0c\u540e\u7eed\u7684\u4f7f\u7528\u51e0\u4e4e\u4e0d\u4ea7\u751f\u989d\u5916\u8d39\u7528\u3002\u4ece\u5546\u4e1a\u903b\u8f91\u4e0a\uff0c\u6d77\u91cf\u8bbe\u5907\uff0c\u672c\u5730\u90e8\u7f72\u4e00\u5b9a\u662f\u6210\u672c\u6700\u4f18\u89e3\u3002<\/p>\n<p style=\"text-align: left\">\u672c\u5730\u6a21\u578b\u5c31\u50cf\u4e00\u4e2a\u5b88\u5728\u95e8\u53e3\u7684\u806a\u660e\u7ba1\u5bb6\uff0c\u5b83\u9690\u79c1\u3001\u5b89\u5168\uff0c\u4e2a\u6027\u5316\u7684\u7406\u89e3\u4f60\u3002\u5373\u4f7f\u5b83\u4e0d\u4e00\u5b9a\u80fd\u89e3\u51b3\u6240\u6709\u6700\u590d\u6742\u7684\u95ee\u9898\uff0c\u4f46\u5b83\u5e94\u8be5\u80fd\u5904\u7406\u6389 80% \u7684\u65e5\u5e38\u7410\u4e8b&mdash;&mdash;\u5f00\u5e94\u7528\u3001\u8bbe\u63d0\u9192\u3001\u7b80\u5355\u7ffb\u8bd1\u3001\u4f1a\u8bae\u7eaa\u8981\u7b49\u7b49\uff0c\u5e76\u4e14\u505a\u5f97\u53c8\u5feb\u53c8\u5b89\u5168\u3002\u5bf9\u4e8e\u7edd\u5927\u591a\u6570\u7528\u6237\u6765\u8bf4\uff0c\u4e0d\u662f\u6bcf\u65f6\u6bcf\u523b\u90fd\u9700\u8981\u5904\u7406\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u4e91\u7aef\u6a21\u578b\u80fd\u591f\u6ee1\u8db3\u7528\u6237\u6bd4\u8f83\u9ad8\u7684\u9700\u6c42\uff0c\u4f46\u662f\u8bbe\u5907\u7aef\u7684\u6a21\u578b\u80fd\u66f4\u5feb\uff0c\u66f4\u5b89\u5168\uff0c\u66f4\u4fbf\u5b9c\u5730\u6ee1\u8db3\u7528\u6237\u7684\u5927\u90e8\u5206\u9700\u6c42\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<h1 style=\"text-align: center\"><span style=\"font-weight: bold;font-style: italic;color: #9ebbfe\">02 <\/span><\/h1>\n<p style=\"text-align: center\"><span style=\"font-weight: bold\">\u80fd\u5b9e\u73b0\u79bb\u7ebf\u667a\u80fd\u7684\u6a21\u578b\uff0c\u5e94\u8be5\u957f\u4ec0\u4e48\u6837\uff1f <\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u521a\u521a\u63d0\u5230\uff0c\u4e3a\u4e86\u5b9e\u73b0\u79bb\u7ebf\u667a\u80fd\uff0c\u4f60\u4eec\u9009\u62e9\u4e86\u6700\u96be\u7684\u8def&mdash;&mdash;\u91cd\u65b0\u8bbe\u8ba1\u4e00\u8f86\u300c\u8d8a\u91ce\u8f66\u300d\u3002\u90a3\u4e48\uff0c\u8fd9\u8f86\u65b0\u8f66\u7684\u300c\u53d1\u52a8\u673a\u300d\uff0c\u4e5f\u5c31\u662f\u4f60\u4eec\u65b0\u67b6\u6784\u7684\u6838\u5fc3\u673a\u5236\uff0c\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u6211\u4eec\u7684\u6838\u5fc3\u521b\u65b0\uff0c\u5c31\u662f\u629b\u5f03\u4e86\u6211\u4eec\u524d\u9762\u8bf4\u7684 Transformer \u90a3\u79cd\u9700\u8981\u300c\u5168\u5c40\u63e1\u624b\u300d\u7684\u3001\u9ad8\u8017\u80fd\u7684 Attention \u673a\u5236\uff0c\u56de\u9000\u5230\u66f4\u8f7b\u7684\u300c\u7279\u5f81&mdash;\u6291\u5236&mdash;\u6fc0\u6d3b\u300d\u67b6\u6784\uff0c\u518d\u914d\u5408\u5206\u533a\u6fc0\u6d3b\uff0c\u628a\u6bcf\u6b21\u771f\u6b63\u8fd0\u7b97\u7684\u53c2\u6570\u91cf\u538b\u5230\u5341\u5206\u4e4b\u4e00\u751a\u81f3\u66f4\u4f4e\u3002 <span style=\"font-weight: bold\">\u7b97\u529b\u9700\u6c42\u964d\u5230\u539f\u6765\u7684\u4e94\u5206\u4e4b\u4e00\u4ee5\u4e0a\uff0c\u529f\u8017\u964d\u5230\u5341\u5206\u4e4b\u4e00\u3002 <\/span>\u524d\u9762\u8bf4\u8fc7\uff0c\u6807\u51c6 Transformer \u67b6\u6784\u4e2d\uff0c\u65e0\u8bba\u4efb\u52a1\u591a\u5c0f\uff0c\u6240\u6709\u53c2\u6570\u90fd\u5fc5\u987b\u5168\u90e8\u88ab\u6fc0\u6d3b\uff0c\u624d\u80fd\u83b7\u5f97\u4e00\u4e2a\u9ad8\u667a\u80fd\u7684\u7b54\u6848\u3002\u4f46\u662f\u4eba\u8111\u5176\u5b9e\u4e0d\u662f\u8fd9\u4e48\u8fd0\u884c\u7684\u3002<\/p>\n<p style=\"text-align: left\">\u4eba\u8111\u5176\u5b9e\u4e5f\u6709 800-900 \u4ebf\u7684\u795e\u7ecf\u5143\uff0c\u6211\u4eec\u53ef\u4ee5\u7406\u89e3\u4e3a\uff0c\u5b83\u662f\u4e00\u4e2a 800-900 \u4ebf\u53c2\u6570\u7684\u6a21\u578b\uff0c\u4eba\u8111\u5982\u679c\u662f\u5168\u91cf\u6fc0\u6d3b\uff0c\u529f\u8017\u53ef\u80fd\u4f1a\u5230 3000 \u74e6\u751a\u81f3 4000 \u74e6\uff0c\u4f46\u662f\u4eba\u8111\u5176\u5b9e\u9645\u7684\u529f\u8017\u53ea\u6709 30 \u74e6\u4e0d\u5230\u3002<\/p>\n<p style=\"text-align: left\">\u4eba\u8111\u600e\u4e48\u795e\u5947\u5730\u5e72\u6210\u8fd9\u4ef6\u4e8b\u60c5\u5462\uff1f\u5c31\u662f\u9760\u5206\u533a\u6fc0\u6d3b\u3002\u6211\u4eec\u7684\u6a21\u578b\u5c31\u662f\u501f\u9274\u4e86\u8fd9\u79cd\u65b9\u5f0f\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u9664\u4e86\u529f\u8017\u964d\u4f4e\u4e86\uff0c\u65b0\u7684\u67b6\u6784\u8fd8\u8ba9\u6211\u4eec\u80fd\u591f\u5728\u4e00\u4e2a 3B \u7684\u6a21\u578b\u4e2d\uff0c\u5b9e\u73b0\u591a\u6a21\u6001\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u7528\u4e00\u4e2a\u4e0d\u592a\u4e25\u8c28\u7684\u6bd4\u55bb\uff0c\u5f53\u4f60\u770b\u5230\u4e00\u53ea\u9e1f\uff0c\u542c\u5230\u5b83\u7684\u53eb\u58f0\uff0c\u540c\u65f6\u53c8\u5728\u9605\u8bfb\u300c\u9e1f\u300d\u8fd9\u4e2a\u5b57\u65f6\uff0c\u4f60\u7684\u5927\u8111\u5e76\u4e0d\u662f\u6574\u4e2a\u88ab\u70b9\u4eae\u3002\u5b83\u662f\u5728\u89c6\u89c9\u533a\u3001\u542c\u89c9\u533a\u3001\u8bed\u8a00\u533a\u8fd9\u4e9b\u4e0d\u540c\u7684\u5206\u533a\u91cc\uff0c\u6fc0\u6d3b\u4e86\u7279\u5b9a\u7684\u3001\u5c0f\u8303\u56f4\u7684\u795e\u7ecf\u5143\u3002\u6b63\u662f\u8fd9\u4e9b\u5206\u533a\u65e2\u72ec\u7acb\u53c8\u76f8\u4e92\u91cd\u53e0\u7684\u6fc0\u6d3b\uff0c\u5e2e\u52a9\u6211\u4eec\u9ad8\u6548\u5730\u5c06\u5f62\u6001\u3001\u58f0\u97f3\u548c\u8bcd\u6c47\u5b8c\u7f8e\u5730\u5bf9\u9f50\u3002<\/p>\n<p style=\"text-align: left\">30 \u4ebf\u53c2\u6570\u4ee5\u4e0b\u7684 Transformer \u6a21\u578b\u56e0\u4e3a\u5176\u5168\u5c40\u8ba1\u7b97\u7684\u7279\u6027\uff0c\u5f88\u96be\u9ad8\u6548\u5730\u5904\u7406\u548c\u5bf9\u9f50\u4e0d\u540c\u6765\u6e90\u7684\u6a21\u6001\u4fe1\u606f\u3002\u800c\u6211\u4eec\u7684\u7c7b\u8111\u6fc0\u6d3b\u673a\u5236\u672c\u8eab\u5c31\u66f4\u63a5\u8fd1\u5927\u8111\u7684\u5206\u533a\u5904\u7406\u6a21\u5f0f\uff0c\u4e0d\u540c\u6a21\u6001\u8f93\u5165\u53ef\u4ee5\u5929\u7136\u5730\u6fc0\u6d3b\u4e0d\u540c\u7684\u5206\u533a\uff0c\u8ba9\u5bf9\u9f50\u53d8\u5f97\u66f4\u8f7b\u677e\u3001\u66f4\u7cbe\u51c6\u3002\u56e0\u6b64\u5728 3B \u89c4\u6a21\u4e0b\uff0c\u6211\u4eec\u4f9d\u7136\u80fd\u4fdd\u7559\u5f3a\u5927\u7684\u6587\u672c\u3001\u8bed\u97f3\u3001\u89c6\u89c9\u8054\u5408\u7406\u89e3\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/03\/ff\/03ff550570fcf928b45072040b45e42e.png\" height=\"602\" \/><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u300c\u5206\u533a\u6fc0\u6d3b\u300d\u601d\u8def\u786e\u5b9e\u5f88\u5de7\u5999\u3002\u4f46\u4eba\u8111\u4e4b\u6240\u4ee5\u80fd\u53ea\u6fc0\u6d3b\u4e00\u5c0f\u90e8\u5206\uff0c\u662f\u56e0\u4e3a\u5b83\u672c\u8eab\u662f\u4e00\u4e2a\u8fd1\u5343\u4ebf\u53c2\u6570\u7684\u5de8\u578b\u6a21\u578b\uff0c\u5e95\u5b50\u591f\u539a\u3002\u800c\u6211\u4eec\u73b0\u5728\u7684\u7aef\u4fa7\u6a21\u578b\uff0c\u672c\u8eab\u5c31\u53ea\u6709\u533a\u533a\u51e0\u5341\u4ebf\u53c2\u6570\uff0c\u5df2\u7ecf\u662f\u5728\u300c\u87ba\u86f3\u58f3\u91cc\u505a\u9053\u573a\u300d\u4e86\u3002\u6211\u4eec\u771f\u7684\u80fd\u6307\u671b\u4e00\u4e2a\u5c0f\u6a21\u578b\uff0c\u901a\u8fc7\u6fc0\u6d3b\u66f4\u5c0f\u7684\u4e00\u90e8\u5206\uff0c\u6765\u5b8c\u6210\u66f4\u597d\u7684\u667a\u80fd\u5417\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u60a8\u8fd9\u4e2a\u95ee\u9898\uff0c\u6b63\u597d\u89e6\u53ca\u4e86\u5f53\u524d\u5927\u6a21\u578b\u53d1\u5c55\u8303\u5f0f\u7684\u6838\u5fc3&mdash;&mdash;\u6211\u4eec\u79f0\u4e4b\u4e3a\u538b\u7f29\u667a\u80fd\u7684\u56f0\u5883\u3002<\/p>\n<p style=\"text-align: left\">\u73b0\u5728\u7684\u9884\u8bad\u7ec3\u5927\u6a21\u578b\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u538b\u7f29\u667a\u80fd\u7684\u8fc7\u7a0b&mdash;&mdash;\u50cf\u4e00\u5757\u5de8\u5927\u7684\u6d77\u7ef5\uff0c\u5b83\u7684\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u5c31\u662f\u628a\u6d77\u91cf\u7684\u4e92\u8054\u7f51\u6570\u636e\uff08\u6c34\uff09\uff0c\u538b\u7f29\u8fdb\u8fd9\u4e2a\u7531\u51e0\u5343\u4ebf\u53c2\u6570\u6784\u6210\u7684\u5bb9\u5668\u91cc\u3002\u53c2\u6570\u91cf\u8d8a\u5927\uff0c\u6d77\u7ef5\u8d8a\u5927\uff0c\u80fd\u5438\u6536\u548c\u50a8\u5b58\u7684\u77e5\u8bc6\u81ea\u7136\u5c31\u8d8a\u591a\u3002<\/p>\n<p style=\"text-align: left\">\u8fd9\u4e2a\u8303\u5f0f\u5728\u5904\u7406\u591a\u6a21\u6001\u65f6\uff0c\u4f1a\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\u3002\u538b\u7f29\u8fc7\u6587\u4ef6\u7684\u4eba\u5e94\u8be5\u90fd\u77e5\u9053\uff0c1G \u7684\u6587\u5b57\u6253\u5305\u538b\u7f29\u540e\uff0c\u662f\u6bd4 1G \u7684\u89c6\u9891\u3001\u56fe\u50cf\u8fd9\u6837\u7684\u6587\u4ef6\u66f4\u5c0f\u7684\u3002\u89c6\u9891\u56fe\u50cf\u8fd9\u6837\u7684\u6587\u4ef6\u672c\u6765\u5c31\u5927\uff0c\u800c\u538b\u7f29\u6bd4\u53c8\u4f4e\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5e02\u9762\u4e0a\u5c0f\u53c2\u6570\u7684 Transformer \u6a21\u578b\uff0c\u5f88\u96be\u52a0\u5165\u591a\u6a21\u6001\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: left\">\u6240\u4ee5\uff0c\u5982\u679c\u6e38\u620f\u89c4\u5219\u53ea\u662f\u6bd4\u8c01\u7684\u6d77\u7ef5\u66f4\u5927\u3001\u8c01\u80cc\u7684\u4e66\u66f4\u539a\uff0c\u90a3\u5c0f\u53c2\u6570\u7684\u6a21\u578b\u786e\u5b9e\u6ca1\u6709\u672a\u6765\u3002<\/p>\n<p style=\"text-align: left\">\u4f46\u6211\u4eec\u8ba4\u4e3a\uff0c <span style=\"font-weight: bold\">\u771f\u6b63\u7684\u667a\u80fd\uff0c\u4e0d\u5e94\u8be5\u53ea\u662f\u538b\u7f29\uff0c\u66f4\u5e94\u8be5\u662f\u6210\u957f\u548c\u5b66\u4e60\u3002 <\/span>\u8fd9\u5c31\u662f\u6211\u4eec\u8def\u7ebf\u7684\u6839\u672c\u4e0d\u540c\uff1a\u6211\u4eec\u4e0d\u662f\u5728\u4e00\u6761\u9053\u4e0a\u8d70\u5230\u9ed1\uff0c\u800c\u662f\u538b\u7f29\u667a\u80fd + \u81ea\u4e3b\u5b66\u4e60\u53cc\u7ebf\u5e76\u884c\u3002<\/p>\n<p style=\"text-align: left\">\u6211\u4eec\u521a\u624d\u63d0\u5230\u7684\u5206\u533a\u6fc0\u6d3b\uff0c\u5b83\u7684\u610f\u4e49\u4e0d\u4ec5\u5728\u4e8e\u8282\u80fd\uff0c\u66f4\u5728\u4e8e\u5b83\u4e3a\u6210\u957f\u63d0\u4f9b\u4e86\u53ef\u80fd\u6027\u3002<\/p>\n<p style=\"text-align: left\">\u6211\u4eec\u73b0\u5728\u7684\u6a21\u578b\u53ea\u6709 30 \u4ebf\u53c2\u6570\u3002\u4f46\u901a\u8fc7\u795e\u7ecf\u7f51\u7edc\u7cbe\u7ec6\u7684\u52a8\u6001\u5206\u533a\uff0c\u6253\u6bd4\u65b9\u5206\u6210 100 \u4e2a\u533a\uff0c\u90a3\u4e48\u4e00\u6b21\u53ea\u9700\u8981\u6fc0\u6d3b 3000 \u4e07\u4e2a\u53c2\u6570\u3002\u8fd9\u610f\u5473\u7740\uff0c\u6211\u4eec\u672a\u6765\u5b8c\u5168\u53ef\u4ee5\u5728\u624b\u673a\u5185\u5b58\u5141\u8bb8\u7684\u8303\u56f4\u5185\uff0c\u628a\u7aef\u4fa7\u6a21\u578b\u7684\u603b\u53c2\u6570\u4e5f\u505a\u5f97\u5f88\u5927\uff0c\u6bd4\u5982\u505a\u5230\u767e\u4ebf\u751a\u81f3\u66f4\u591a\uff0c\u4f46\u901a\u8fc7\u53ea\u6fc0\u6d3b\u5176\u4e2d\u6781\u5c0f\u4e00\u90e8\u5206\uff0c\u6765\u4fdd\u6301\u540c\u6837\u4f4e\u7684\u529f\u8017\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u8fd9\u5c31\u98a0\u8986\u4e86\u6e38\u620f\u89c4\u5219\u3002\u6211\u4eec\u4e0d\u518d\u662f\u7814\u7a76\u600e\u4e48\u628a\u5927\u6a21\u578b\u53d8\u5c0f\uff0c\u800c\u662f\u7814\u7a76\u600e\u4e48\u8ba9\u6a21\u578b\u5728\u7aef\u4fa7\u4ece\u5c0f\u957f\u5230\u5927\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u6240\u4ee5\uff0c\u5f53\u522b\u4eba\u90fd\u5728\u538b\u7f29\u8fd9\u6761\u8def\u4e0a\u5185\u5377\u65f6\uff0c\u6211\u4eec\u901a\u8fc7 MCSD \u67b6\u6784\u3001\u5206\u533a\u6fc0\u6d3b\u3001\u8bb0\u5fc6\u795e\u7ecf\u5355\u5143\uff0c\u4e3a\u7aef\u4fa7\u6a21\u578b\u627e\u5230\u4e86\u7b2c\u4e8c\u6761\u3001\u4e5f\u662f\u6211\u4eec\u8ba4\u4e3a\u66f4\u7b26\u5408\u751f\u547d\u672c\u8d28\u7684\u6210\u957f\u8def\u7ebf&mdash;&mdash;\u53ef\u6301\u7eed\u7684\u3001\u4f4e\u6210\u672c\u7684\u81ea\u4e3b\u5b66\u4e60 <span style=\"font-weight: bold\">\u3002 <\/span>\u6211\u4eec\u4e0d\u53ea\u662f\u5728\u6784\u5efa\u4e00\u4e2a\u80fd\u5728\u8bbe\u5907\u7aef\u8dd1\u8d77\u6765\u7684\u6a21\u578b\uff0c\u6211\u4eec\u662f\u5728\u4e3a\u7aef\u4fa7 AI \u7684\u672a\u6765\uff0c\u6784\u5efa\u4e00\u4e2a\u5168\u65b0\u7684\u3001\u80fd\u591f\u4e0d\u65ad\u6210\u957f\u7684\u5927\u8111\u5e95\u5ea7\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u60a8\u63d0\u5230\u4e86\u81ea\u4e3b\u5b66\u4e60\u8fd9\u4e2a\u8bcd\uff0c\u600e\u4e48\u7406\u89e3 Yan \u6a21\u578b\u7684\u81ea\u4e3b\u5b66\u4e60\uff1f\u5b83\u548c\u73b0\u5728\u4e91\u7aef\u6a21\u578b\u7684\u4e2a\u6027\u5316\u6709\u4ec0\u4e48\u4e0d\u540c\u5417\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u81ea\u4e3b\u5b66\u4e60\uff0c\u6b63\u662f\u6211\u4eec\u8fd9\u6b21\u5728\u8fd9\u6b21 WAIC \u4e0a\u60f3\u5c55\u793a\u7684\u6700\u4ee4\u4eba\u5174\u594b\u7684\u6280\u672f\u7a81\u7834\u4e4b\u4e00\u3002<\/p>\n<p style=\"text-align: left\">\u76ee\u524d\u6211\u4eec\u63a5\u89e6\u5230\u7684\u4e91\u7aef\u5927\u6a21\u578b\uff0c\u90fd\u8981\u901a\u8fc7\u9884\u8bad\u7ec3\u624d\u80fd\u66f4\u65b0\u81ea\u5df1\u7684\u667a\u80fd\u3002\u56e0\u4e3a\u4e00\u4e2a\u6a21\u578b\u771f\u6b63\u5b66\u4e60\u7684\u8fc7\u7a0b&mdash;&mdash;\u7406\u89e3\u7528\u6237\u7684\u53cd\u9988\uff0c\u5e76\u5c06\u5176\u4f53\u73b0\u5728\u81ea\u5df1\u7684\u795e\u7ecf\u7f51\u7edc\u53d8\u5316\u4e2d\uff0c\u4f9d\u8d56\u4e8e\u524d\u5411\u4f20\u64ad\uff08\u63a8\u7406\/\u731c\u6d4b\uff09 \u548c \u53cd\u5411\u4f20\u64ad\uff08\u5b66\u4e60\/\u4fee\u6b63\uff09\u7684\u8fc7\u7a0b\u3002\u800c\u53cd\u5411\u4f20\u64ad\u672c\u8eab\u662f\u4e00\u4e2a\u7279\u522b\u8017\u80fd\u7684\u8fc7\u7a0b\u3002\u5728\u4e91\u7aef\uff0c\u4e00\u4e2a\u5343\u4ebf\u6a21\u578b\u8fdb\u884c\u4e00\u6b21\u53cd\u5411\u4f20\u64ad\uff0c\u9700\u8981\u52a8\u7528\u4e00\u4e2a\u5e9e\u5927\u7684\u3001\u7531\u4e0a\u5343\u5f20 GPU \u7ec4\u6210\u7684\u8bad\u7ec3\u96c6\u7fa4\u3002<\/p>\n<p style=\"text-align: left\">\u6240\u4ee5\uff0c\u6240\u6709\u57fa\u4e8e Transformer \u67b6\u6784\u7684\u6a21\u578b\uff0c\u4e00\u65e6\u88ab\u90e8\u7f72\u5230\u4f60\u7684\u624b\u673a\u4e0a\uff0c\u5c31\u6210\u4e86\u53ea\u8bfb\u5b58\u50a8\u5668&mdash;&mdash;\u5b83\u53ea\u6709\u524d\u5411\u4f20\u64ad\u7684\u80fd\u529b\uff0c\u5931\u53bb\u4e86\u5b66\u4e60\u548c\u66f4\u65b0\u7684\u53ef\u80fd\u3002\u6211\u4eec\u63a5\u89e6\u5230\u7684\u6240\u8c13\u7684\u4e2a\u6027\u5316\uff0c\u90fd\u53ea\u662f\u6a21\u578b\u901a\u8fc7\u5bf9\u8bdd\uff0c\u8bb0\u4f4f\u4e86\u4f60\u7684\u4e00\u4e9b\u504f\u597d\uff0c\u5f62\u6210\u4e86\u4e00\u4e2a\u5916\u6302\u77e5\u8bc6\u5e93\uff0c\u8fd9\u5e76\u4e0d\u662f\u4ece\u6839\u672c\u4e0a\u5b66\u4e60\u4e86\u4f60\u7684\u504f\u597d\u3002\u56e0\u6b64\u6709\u65f6\u5019\u4f60\u548c\u6a21\u578b\u5373\u4f7f\u5f3a\u8c03\u4e86\u5f88\u591a\u904d\u4f60\u7684\u504f\u597d\uff0c\u6a21\u578b\u8fd8\u662f\u4f1a\u6709\u81ea\u5df1\u60f3\u504f\u597d\u7684\u8f93\u51fa\u3002<\/p>\n<p style=\"text-align: left\">\u800c\u6211\u4eec\u7684\u521b\u65b0\uff0c\u6070\u6070\u662f\u5728\u8fd9\u4e2a\u6700\u6839\u672c\u7684\u7269\u7406\u9650\u5236\u4e0a\uff0c\u5b9e\u73b0\u4e86\u4e00\u4e2a\u770b\u4f3c\u4e0d\u53ef\u80fd\u7684\u7a81\u7834\uff1a <span style=\"font-weight: bold\">\u5b83\u8ba9\u53cd\u5411\u4f20\u64ad\u8fd9\u4e2a\u5b66\u4e60\u8fc7\u7a0b\uff0c\u7b2c\u4e00\u6b21\u6709\u53ef\u80fd\u5728\u7aef\u4fa7\u8bbe\u5907\u4e0a\u53d1\u751f\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u5f97\u76ca\u4e8e\u5206\u533a\u6fc0\u6d3b\u7684\u7279\u6027\uff0c\u5f53\u6a21\u578b\u9700\u8981\u5b66\u4e60\u65b0\u77e5\u8bc6\u65f6&mdash;&mdash;\u6bd4\u5982\u8bb0\u4f4f\u4f60\u300c\u559d\u5496\u5561\u4e0d\u52a0\u7cd6\u300d\u8fd9\u4e2a\u504f\u597d&mdash;&mdash;\u5b83\u4e0d\u9700\u8981\u53bb\u64bc\u52a8\u6574\u4e2a\u51e0\u5341\u4ebf\u53c2\u6570\u7684\u795e\u7ecf\u7f51\u7edc\u3002\u6211\u4eec\u7684\u67b6\u6784\u80fd\u505a\u5230\uff1a <span style=\"font-weight: bold\">\u9501\u5b9a\u4e0e\u8fd9\u4e2a\u65b0\u77e5\u8bc6\u76f4\u63a5\u76f8\u5173\u7684\u3001\u90a3\u4e2a\u88ab\u6fc0\u6d3b\u7684\u3001\u6781\u5c0f\u7684\u795e\u7ecf\u5143\u5206\u533a\u3002\u5728\u8fd9\u4e2a\u88ab\u9694\u79bb\u7684\u5fae\u578b\u6218\u573a\u91cc\uff0c\u6267\u884c\u4e00\u6b21\u4f4e\u529f\u8017\u7684\u53cd\u5411\u4f20\u64ad\uff0c\u53ea\u66f4\u65b0\u8fd9\u4e2a\u5206\u533a\u5185\u6781\u5c11\u6570\u7684\u6743\u91cd\u53c2\u6570\u3002\u5c06\u8fd9\u4e2a\u5b66\u5230\u7684\u65b0\u77e5\u8bc6\uff0c\u76f4\u63a5\u3001\u6c38\u4e45\u5730\u5199\u5165\u6a21\u578b\u672c\u4f53\u7684\u795e\u7ecf\u7f51\u7edc\u4e2d \u3002<\/span><\/p>\n<p style=\"text-align: left\">\u901a\u5f80\u4e2a\u6027\u5316\u8bb0\u5fc6\u548c\u81ea\u4e3b\u5b66\u4e60\u7684\u5927\u95e8\u5c31\u8fd9\u6837\u88ab\u6253\u5f00\u4e86\u3002<\/p>\n<p style=\"text-align: left\">\u73b0\u5728\uff0c\u6211\u4eec\u7684\u6a21\u578b\u53ef\u4ee5\u4e00\u8fb9\u4f7f\u7528\uff08\u63a8\u7406\uff09\uff0c\u4e00\u8fb9\u5b66\u4e60\uff08\u8bad\u7ec3\uff09\uff0c\u628a\u65b0\u5b66\u5230\u7684\u4e1c\u897f\uff0c\u6bd4\u5982\u4f60\u7684\u65b0\u4e60\u60ef\u3001\u65b0\u504f\u597d\uff0c\u76f4\u63a5\u5199\u8fdb\u6a21\u578b\u672c\u4f53\u3002\u5b83\u8ba9\u6a21\u578b\u62e5\u6709\u4e86\u771f\u6b63\u7684\u81ea\u4e3b\u8fdb\u5316\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/60\/93\/60935b0e0ec8917fa3479ad7c85f5a8e.png\" height=\"663\" \/><\/p>\n<p>&nbsp;<\/p>\n<h1 style=\"text-align: center\"><span style=\"font-weight: bold;font-style: italic;color: #9ebbfe\">03 <\/span><\/h1>\n<p style=\"text-align: center\"><span style=\"font-weight: bold\">\u79bb\u7ebf\u667a\u80fd\u4ec0\u4e48\u65f6\u5019\u80fd\u591f\u4e0a AI \u73a9\u5177\uff1f<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u6211\u4eec\u521a\u624d\u804a\u4e86\u5f88\u591a\u6280\u672f\u4e0a\u7684\u4e0d\u53ef\u80fd\u4e0e\u53ef\u80fd\u3002\u73b0\u5728\u6211\u4eec\u56de\u5230\u5e02\u573a\uff0c\u5f53\u5927\u90e8\u5206\u58f0\u97f3\u8fd8\u5728\u8ffd\u9010\u4e91\u7aef\u5343\u4ebf\u6a21\u578b\u65f6\uff0c\u4f60\u4eec\u7684\u6280\u672f\u5374\u5728\u77ed\u65f6\u95f4\u5185\u627e\u5230\u4e86\u771f\u5b9e\u7684\u5546\u4e1a\u8ba2\u5355\u3002\u8fd9\u8ba9\u6211\u4eec\u975e\u5e38\u597d\u5947\uff0c\u4ece\u4f60\u4eec\u7684\u89c6\u89d2\u770b\uff0c\u5f53\u524d\u5e02\u573a\u4e0a\uff0c\u7a76\u7adf\u662f\u54ea\u4e00\u7c7b\u73a9\u5bb6\uff0c\u5bf9\u79bb\u7ebf\u667a\u80fd\u62b1\u6709\u6700\u5f3a\u70c8\u7684\u6267\u5ff5\uff1f\u4ed6\u4eec\u80cc\u540e\u7684\u5546\u4e1a\u9a71\u52a8\u529b\u662f\u4ec0\u4e48\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u76ee\u524d\uff0c\u6211\u4eec\u63a5\u89e6\u4e86\u591a\u4e2a\u9886\u57df\u7684\u5ba2\u6237\uff0c\u800c\u6bcf\u4e2a\u9886\u57df\u5ba2\u6237\u5bf9\u4e8e\u79bb\u7ebf\u667a\u80fd\u7684\u6267\u5ff5\u80cc\u540e\uff0c\u90fd\u6709\u7740\u6df1\u523b\u7684\u5546\u4e1a\u903b\u8f91\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">PC\u3001\u5e73\u677f\u548c\u673a\u5668\u4eba\u662f\u6211\u4eec\u5f53\u524d\u6700\u6838\u5fc3\u3001\u5df2\u5b9e\u73b0\u91cf\u4ea7\u7684\u6218\u573a\u3002\u6211\u4eec\u4f1a\u66f4\u5173\u6ce8\u66f4\u5e7f\u57df\u7684\u4e2d\u4f4e\u7b97\u529b\u5e02\u573a\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u4ee5\u6211\u4eec\u548c\u67d0\u5934\u90e8\u51fa\u6d77\u5382\u5546\u7684\u5408\u4f5c\u4e3a\u4f8b\u3002\u4ed6\u4eec\u7684\u6838\u5fc3\u8bc9\u6c42\uff0c\u5e76\u4e0d\u4ec5\u4ec5\u662f\u4e3a\u672a\u6765\u7684\u65d7\u8230\u673a\u578b\u6253\u9020 AI \u529f\u80fd\uff0c\u66f4\u662f\u8981 <span style=\"font-weight: bold\">\u76d8\u6d3b\u624b\u4e2d\u6570\u4ee5\u4ebf\u8ba1\u7684\u3001\u5df2\u7ecf\u552e\u51fa\u6216\u6b63\u5728\u9500\u552e\u7684\u4e2d\u4f4e\u7aef\u8bbe\u5907\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u4e3a\u4ec0\u4e48\u786c\u4ef6\u5382\u5546\u5982\u6b64\u5728\u4e4e\u8fd9\u4e9b\u65e7\u8bbe\u5907\uff1f\u8fd9\u80cc\u540e\u6709\u4e24\u6761\u751f\u547d\u7ebf\uff1a<\/p>\n<p style=\"text-align: left\">\u7b2c\u4e00\u6761\uff0c\u662f <span style=\"font-weight: bold\">\u9488\u5bf9\u5df2\u7ecf\u5356\u5230\u7528\u6237\u624b\u91cc\u7684\u8bbe\u5907\u3002 <\/span>\u901a\u8fc7 OTA\uff08\u7a7a\u4e2d\u5347\u7ea7\uff09\u7684\u65b9\u5f0f\uff0c\u4e3a\u8fd9\u4e9b\u65e7\u8bbe\u5907\u63a8\u9001\u6211\u4eec\u7684 AI \u6a21\u578b\uff0c\u53ef\u4ee5\u521b\u9020\u5168\u65b0\u7684\u8f6f\u4ef6\u9884\u88c5\u548c\u589e\u503c\u670d\u52a1\u6536\u5165\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8fd9\u6781\u5927\u5730\u63d0\u5347\u4e86\u54c1\u724c\u4ef7\u503c&mdash;&mdash;\u300c\u6211\u51e0\u5e74\u524d\u4e70\u7684\u7535\u8111\uff0c\u73b0\u5728\u5c45\u7136\u4e5f\u80fd\u5347\u7ea7\u6210 AI PC \u4e86\uff01\u300d\u8fd9\u79cd\u53e3\u7891\u662f\u82b1\u94b1\u4e5f\u4e70\u4e0d\u6765\u7684\u3002<\/p>\n<p style=\"text-align: left\">\u7b2c\u4e8c\u6761\uff0c\u662f <span style=\"font-weight: bold\">\u9488\u5bf9\u5f53\u4e0b\u4ecd\u5728\u51fa\u8d27\u7684\u3001\u975e\u65d7\u8230\u7684\u673a\u578b\u3002 <\/span>\u4efb\u4f55\u4e00\u4e2a\u54c1\u724c\u90fd\u4e0d\u53ef\u80fd\u53ea\u9760\u552e\u4ef7\u4e0a\u4e07\u7684\u9876\u914d AI PC \u6d3b\u7740\uff0c\u771f\u6b63\u7684\u9500\u91cf\u548c\u5229\u6da6\uff0c\u6765\u81ea\u4e8e\u5e7f\u5927\u7684\u4e2d\u4f4e\u7aef\u5e02\u573a\u3002\u4f46\u8fd9\u4e9b\u8bbe\u5907\uff0c\u56e0\u4e3a\u82af\u7247\u7b97\u529b\u9650\u5236\uff0c\u6839\u672c\u65e0\u6cd5\u8fd0\u884c\u4e3b\u6d41\u7684 Transformer \u6a21\u578b\uff0c\u4f46\u5382\u5546\u5e76\u4e0d\u613f\u610f\u56e0\u6b64\u770b\u7740\u81ea\u5df1\u7684\u4ea7\u54c1\u4e0e AI \u7edd\u7f18\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u800c\u6211\u4eec\u7684\u6280\u672f\uff0c\u6070\u6070\u662f\u586b\u8865\u8fd9\u4e2a\u5de8\u5927\u7a7a\u7a97\u671f\u7684\u89e3\u3002 <\/span>\u6211\u4eec\u7684\u6a21\u578b\u80fd\u76f4\u63a5\u5728\u8fd9\u4e9b\u975e\u65d7\u8230\u7684\u5b58\u91cf\u8bbe\u5907\u4e0a\u6d41\u7545\u8fd0\u884c\uff0c\u8ba9\u5382\u5546\u4e0b\u4e2a\u6708\u5c31\u80fd\u628a AI PC \u5356\u5230\u7528\u6237\u624b\u4e2d\uff0c\u800c\u4e0d\u662f\u82e6\u7b49\u4e09\u5e74\u3002<\/p>\n<p style=\"text-align: left\">\u9664\u4e86 PC \u548c\u5e73\u677f\u4e4b\u5916\uff0c\u6211\u4eec\u4e5f\u5173\u6ce8\u673a\u5668\u4eba\u548c\u624b\u673a\u9886\u57df\u3002\u4e0e\u65e0\u4eba\u673a\u516c\u53f8\u4e5f\u6709\u4e00\u5b9a\u7684\u5408\u4f5c\u3002<\/p>\n<p style=\"text-align: center\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/5b\/29\/5b29012efd3acd1d6179c6a412a51cca.gif\" height=\"228\" \/><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1aAI \u773c\u955c\u548c AI \u73a9\u5177\u8fd9\u4e9b\u7099\u624b\u53ef\u70ed\u7684\u9886\u57df\u5462\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u8fd9\u4e24\u4e2a\u54c1\u7c7b\uff0c\u51e0\u4e4e\u662f\u6240\u6709\u5a92\u4f53\u548c\u6295\u8d44\u4eba\u89c1\u5230\u6211\u4eec\u5fc5\u95ee\u7684\u95ee\u9898\u3002\u5b83\u4eec\u4ee3\u8868\u4e86\u8bbe\u5907\u7aef AI \u6700\u6027\u611f\u7684\u60f3\u8c61\u529b\uff0c\u4f46\u4e5f\u66b4\u9732\u4e86\u6700\u9aa8\u611f\u7684\u73b0\u5b9e\u3002<\/p>\n<p style=\"text-align: left\">\u5b83\u4eec\u7684\u6839\u6e90\u95ee\u9898\uff0c\u5176\u5b9e\u662f\u540c\u4e00\u4e2a\uff1a <span style=\"font-weight: bold\">\u4e3a\u4e86\u6781\u81f4\u7684\u6210\u672c\u63a7\u5236\u548c\u8f7b\u4fbf\u6027\uff0c\u8fd9\u4e9b\u8bbe\u5907\u91cc\u7684\u82af\u7247\uff0c\u4ece\u8bbe\u8ba1\u4e4b\u521d\u5c31\u4e0d\u662f\u4e3a\u4e86\u8dd1 AI \u7684\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u4ee5 AI \u773c\u955c\u4e3a\u4f8b\uff0c\u73b0\u5728\u5e02\u9762\u4e0a\u7684\u4e3b\u6d41\u65b9\u6848\uff0c\u7528\u7684\u8981\u4e48\u662f\u9ad8\u901a\u7684 AR \u4e13\u7528\u82af\u7247\uff0c\u8981\u4e48\u662f\u6052\u7384\u7b49\u5382\u5546\u7684\u82af\u7247\u3002\u8fd9\u4e9b\u82af\u7247\u672c\u8d28\u4e0a\u662f\u901a\u4fe1\u82af\u7247\uff0c\u5b83\u4eec\u7684\u4efb\u52a1\u662f\u505a\u597d\u84dd\u7259\u8fde\u63a5\u3001\u4fe1\u606f\u6295\u5c4f\u3001\u7b80\u5355\u7ffb\u8bd1\u7b49\uff0c\u7b97\u529b\u88ab\u4e25\u683c\u9650\u5236\u3002<\/p>\n<p style=\"text-align: left\">\u7ed3\u679c\u5c31\u662f\uff0c\u6211\u4eec\u7684\u6a21\u578b\u60f3\u8dd1\u5728\u5927\u90e8\u5206\u773c\u955c\u4e0a\uff0c\u90fd\u8dd1\u4e0d\u4e0a\u53bb\uff0c\u7b97\u529b\u3001\u5185\u5b58\u5b8c\u5168\u4e0d\u8fbe\u6807\u3002\u8fde\u6211\u4eec\u90fd\u8dd1\u4e0d\u4e0a\u53bb\uff0c\u5c31\u66f4\u522b\u63d0\u90a3\u4e9b\u52a8\u8f84\u51e0\u5341\u4ebf\u53c2\u6570\u7684 Transformer \u6a21\u578b\u4e86\uff0c\u90a3\u66f4\u662f\u5929\u65b9\u591c\u8c2d\u3002AI \u73a9\u5177\u4e5f\u9762\u4e34\u7740\u5b8c\u5168\u4e00\u6837\u7684\u56f0\u5883\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u5e02\u573a\u5bf9\u4f53\u9a8c\u6709\u6781\u9ad8\u7684\u5e7b\u60f3\uff0c\u4f46\u786c\u4ef6\u7684\u7269\u7406\u73b0\u5b9e\u5374\u6781\u5176\u6b8b\u9177\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u9762\u5bf9\u8fd9\u4e2a\u6b7b\u7ed3\uff0c\u6211\u4eec\u76ee\u524d\u770b\u5230\u4e86\u4e24\u6761\u6e05\u6670\u7684\u8def\u5f84\uff0c\u6211\u4eec\u4e5f\u5728\u540c\u65f6\u63a8\u8fdb\uff1a<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u7b2c\u4e00\u6761\u8def\uff0c\u662f\u300c\u66f2\u7ebf\u6551\u56fd\u300d\uff0c\u4e5f\u662f\u5f53\u4e0b\u6700\u52a1\u5b9e\u7684\u65b9\u6848\u3002 <\/span>\u65e2\u7136\u773c\u955c\u672c\u8eab\u7b97\u529b\u4e0d\u591f\uff0c\u90a3\u5c31\u501f\u7528\u624b\u673a\u7aef\u7684\u7b97\u529b\u3002\u8fd9\u4e2a\u65b9\u6848\uff0c\u6211\u4eec\u6b63\u5728\u548c\u4e00\u4e9b\u5934\u90e8\u7684\u773c\u955c\u5382\u5546\u8fdb\u884c\u6df1\u5165\u7684\u6d3d\u8c08\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u53e6\u4e00\u6761\u8def\uff0c\u662f\u66f4\u6fc0\u8fdb\u3001\u66f4\u9762\u5411\u672a\u6765\u7684\u300c\u91dc\u5e95\u62bd\u85aa\u300d\u3002 <\/span>\u6211\u4eec\u548c\u4e00\u4e9b\u50cf\u5f71\u76ee\u79d1\u6280\uff08INMO\uff09\u8fd9\u6837\u6709\u9b44\u529b\u7684\u4f19\u4f34\uff0c\u6b63\u5728\u5c1d\u8bd5\u4e00\u4e2a\u5927\u80c6\u7684\u60f3\u6cd5\uff1a <span style=\"font-weight: bold\">\u5728\u4e0b\u4e00\u4ee3\u7684\u773c\u955c\u4e0a\uff0c\u76f4\u63a5\u6362\u4e00\u9897\u66f4\u5f3a\u5927\u7684\u5927\u8111 \u82af\u7247 <\/span>\u3002<\/p>\n<p style=\"text-align: left\">\u8fd9\u5f53\u7136\u4f1a\u5e26\u6765\u5de8\u5927\u7684\u529f\u8017\u548c\u5de5\u4e1a\u8bbe\u8ba1\u6311\u6218\u3002\u4f46\u5bf9\u4ed6\u4eec\u6765\u8bf4\uff0c\u4e00\u65e6\u6210\u529f\uff0c\u5c31\u610f\u5473\u7740\u62e5\u6709\u4e86\u4e00\u6b3e\u72ec\u4e00\u65e0\u4e8c\u7684\u3001\u80fd\u771f\u6b63\u5b9e\u73b0\u79bb\u7ebf\u667a\u80fd\u7684\u773c\u955c\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f60\u6234\u7740\u5b83\u53bb\u6d77\u5916\u65c5\u6e38\uff0c\u5728\u6ca1\u6709\u4efb\u4f55\u7f51\u7edc\u7684\u73af\u5883\u4e0b\uff0c\u5b83\u80fd\u5b9e\u73b0\u5373\u65f6\u7684\u3001\u9ad8\u8d28\u91cf\u7684\u79bb\u7ebf\u7ffb\u8bd1\uff0c\u8fd9\u79cd\u4f53\u9a8c\u662f\u300c\u70b8\u88c2\u300d\u7684\uff0c\u662f\u7edd\u5bf9\u7684\u5dee\u5f02\u5316\u4f18\u52bf\u3002<\/p>\n<p style=\"text-align: left\">\u6240\u4ee5\uff0c\u5bf9\u4e8e\u773c\u955c\u548c\u73a9\u5177\u8fd9\u4e24\u4e2a\u5e02\u573a\uff0c\u6211\u4eec\u65e2\u6709\u52a1\u5b9e\u7684\u300c\u5f53\u4e0b\u89e3\u6cd5\u300d\uff0c\u4e5f\u6709\u7740\u773c\u4e8e\u672a\u6765\u7684\u300c\u7ec8\u6781\u65b9\u6848\u300d\u3002\u6211\u4eec\u975e\u5e38\u6709\u8010\u5fc3\uff0c\u56e0\u4e3a\u6211\u4eec\u76f8\u4fe1\uff0c\u771f\u6b63\u7684\u7206\u53d1\uff0c\u9700\u8981\u7b49\u5f85\u6280\u672f\u548c\u786c\u4ef6\u7684\u5b8c\u7f8e\u5171\u632f\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u73b0\u5728\u56fd\u5185\u7684 AI \u786c\u4ef6\u8d5b\u9053\u6781\u5176\u706b\u70ed\uff0c\u4f46\u90fd\u4ee5\u4f7f\u7528\u4e91\u7aef AI \u4e3a\u4e3b\u3002\u4f46\u6211\u89c2\u5bdf\u5230\u4f60\u4eec\u7684\u5ba2\u6237\uff0c\u5b9e\u9645\u4e0a\u662f\u9500\u5f80\u6d77\u5916\u7684\u3002\u5728\u79bb\u7ebf\u667a\u80fd\u8fd9\u4ef6\u4e8b\u4e0a\uff0c\u6d77\u5185\u5916\u7684\u5e02\u573a\u6e29\u5ea6\u662f\u5426\u5e76\u4e0d\u4e00\u81f4\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u60a8\u89c2\u5bdf\u5230\u7684\u8fd9\u4e2a\u300c\u6e29\u5ea6\u5dee\u300d\uff0c\u6b63\u662f\u6211\u4eec\u73b0\u9636\u6bb5\u6218\u7565\u5e03\u5c40\u7684\u6838\u5fc3\u3002 <span style=\"font-weight: bold\">\u9500\u5f80\u6d77\u5916\u5e02\u573a\u7684\u667a\u80fd\u786c\u4ef6\uff0c\u5176\u5b9e\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u7247\u66f4\u5e7f\u9614\u7684\u84dd\u6d77\u3002 <\/span>\u8fd9\u79cd\u300c\u70bd\u70ed\u300d\u7684\u9700\u6c42\uff0c\u4e3b\u8981\u6e90\u4e8e\u4e09\u4e2a\u56fd\u5185\u4e0d\u592a\u654f\u611f\u7684\u300c\u75db\u70b9\u300d\uff1a<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u7b2c\u4e00\uff0c\u662f\u6839\u690d\u4e8e\u6587\u5316\u7684\u300c\u9690\u79c1\u6267\u5ff5\u300d\u3002 <\/span>\u5728\u6b27\u7f8e\u5e02\u573a\uff0c\u7528\u6237\u5bf9\u4e8e\u4e2a\u4eba\u6570\u636e\u9690\u79c1\u7684\u91cd\u89c6\u7a0b\u5ea6\uff0c\u662f\u5199\u8fdb\u6cd5\u5f8b\u3001\u6df1\u5165\u4eba\u5fc3\u7684\u3002\u6211\u4eec\u76ee\u524d\u4e5f\u5728\u548c\u4e00\u5bb6\u5934\u90e8\u73a9\u5177 IP \u516c\u53f8\u8c08\u5408\u4f5c\uff0c\u4ed6\u4eec\u4e4b\u6240\u4ee5\u5bf9\u6211\u4eec\u7684\u65b9\u6848\u4ea7\u751f\u6d53\u539a\u5174\u8da3\uff0c\u4e00\u4e2a\u6838\u5fc3\u524d\u63d0\u5c31\u662f\uff1a\u4ed6\u4eec\u4e0d\u5e0c\u671b\u7528\u6237\u7684\u9690\u79c1\u4e0a\u4e91 <span style=\"font-weight: bold\">\u3002 <\/span>\u4ed6\u4eec\u7684\u5185\u5bb9 IP \u548c\u7528\u6237\u6570\u636e\u662f\u6700\u9ad8\u7ea7\u522b\u7684\u8d44\u4ea7\uff0c\u5fc5\u987b\u5728\u8bbe\u5907\u7aef\u5904\u7406\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u7b2c\u4e8c\uff0c\u662f\u5ba2\u89c2\u5b58\u5728\u7684\u300c\u7f51\u7edc\u9e3f\u6c9f\u300d\u3002 <\/span>\u6211\u4eec\u5f88\u5bb9\u6613\u88ab\u56fd\u5185\u4e00\u7ebf\u57ce\u5e02\u65e0\u5904\u4e0d\u5728\u7684 5G \u7f51\u7edc\u6240\u300c\u8499\u853d\u300d\uff0c\u8ba4\u4e3a\u7f51\u7edc\u65e0\u6240\u4e0d\u80fd\u3002\u4f46\u653e\u773c\u5168\u7403\uff0c\u5bf9\u4e8e\u6211\u4eec\u7684\u51fa\u6d77\u4f19\u4f34\u6765\u8bf4\uff0c\u4ed6\u4eec\u7684\u7528\u6237\u53ef\u80fd\u5728\u975e\u6d32\u7684\u539f\u91ce\uff0c\u4e5f\u53ef\u80fd\u5728\u4e1c\u5357\u4e9a\u7684\u5c9b\u5c7f\uff0c\u8fd9\u4e9b\u5730\u65b9\u7684\u7f51\u7edc\u73af\u5883\uff0c\u8ba9\u4f9d\u8d56\u4e91\u7aef\u7684 AI \u4f53\u9a8c\u53d8\u5f97\u6781\u4e0d\u53ef\u9760\u3002\u4e00\u4e2a\u80fd\u5728\u5f31\u7f51\u3001\u65e0\u7f51\u73af\u5883\u4e0b\u7a33\u5b9a\u8fd0\u884c\u7684\u79bb\u7ebf\u6a21\u578b\uff0c\u662f\u4ed6\u4eec\u7684\u300c\u6551\u547d\u7a3b\u8349\u300d\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u7b2c\u4e09\uff0c\u662f\u66f4\u9ad8\u7684\u4eba\u529b\u6210\u672c\u50ac\u751f\u7684\u300c\u6548\u7387\u9700\u6c42\u300d\u3002 <\/span>\u5728\u6d77\u5916\uff0c\u5f88\u591a\u573a\u666f\u4e0b\u7528\u673a\u5668\u66ff\u4ee3\u4eba\u529b\u7684\u610f\u613f\u66f4\u5f3a\u3002\u5f53\u4ed6\u4eec\u9700\u8981\u4e00\u4e2a\u53ef\u9760\u7684\u3001\u65e0\u9700\u8054\u7f51\u7684 7&#215;24 \u5c0f\u65f6\u63a5\u5f85\u5458\u6216\u591a\u8bed\u8a00\u5bfc\u6e38\u65f6\uff0c\u79bb\u7ebf\u667a\u80fd\u7684\u5546\u4e1a\u4ef7\u503c\u4f1a\u6bd4\u56fd\u5185\u5e02\u573a\u4f53\u73b0\u5f97\u66f4\u76f4\u63a5\u3001\u66f4\u8feb\u5207\u3002<\/p>\n<p style=\"text-align: left\">\u6240\u4ee5\uff0c\u6211\u4eec\u7684\u6218\u7565\u975e\u5e38\u6e05\u6670\uff0c\u6211\u4eec\u79f0\u4e4b\u4e3a\u300c\u501f\u8239\u51fa\u6d77\u300d\u3002\u6211\u4eec\u901a\u8fc7\u8d4b\u80fd\u90a3\u4e9b\u672c\u8eab\u5c31\u975e\u5e38\u4f18\u79c0\u7684\u4e2d\u56fd\u51fa\u6d77\u4f01\u4e1a\uff0c\u5c06\u6211\u4eec\u7684\u6280\u672f\u5e26\u7ed9\u5168\u7403\u90a3\u4e9b\u5bf9\u79bb\u7ebf\u667a\u80fd\u6709\u7740\u6700\u771f\u5b9e\u3001\u6700\u5f3a\u70c8\u9700\u6c42\u7684 C \u7aef\u7528\u6237\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u95ee\uff1a\u60a8\u7684\u5206\u4eab\u63cf\u7ed8\u4e86\u4e00\u4e2a\u975e\u5e38\u6fc0\u52a8\u4eba\u5fc3\u7684\u524d\u666f\uff0c\u4f46\u4e5f\u65e0\u6cd5\u56de\u907f\u4e00\u4e2a\u5c16\u9510\u7684\u73b0\u5b9e\uff1a\u4e00\u65b9\u9762\uff0c\u7aef\u4fa7\u6a21\u578b\u662f\u5404\u5bb6\u667a\u80fd\u786c\u4ef6\u5382\u5546\u90fd\u5728\u5173\u6ce8\u7684\u91cd\u70b9\uff0c\u56fd\u5916\u5185\u624b\u673a\u5de8\u5934\u4eec\u90fd\u5728\u6295\u5165\u91cd\u5175\u81ea\u7814\uff0c\u8bd5\u56fe\u628a AI \u7684\u547d\u8109\u638c\u63e1\u5728\u81ea\u5df1\u624b\u91cc\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u786c\u4ef6\u7684\u6469\u5c14\u5b9a\u5f8b\u4e5f\u5728\u98de\u901f\u524d\u8fdb\uff0c\u4e24\u4e09\u5e74\u540e\uff0c\u5f53\u624b\u673a\u82af\u7247\u5f3a\u5927\u5230\u80fd\u8f7b\u677e\u8fd0\u884c\u66f4\u5927\u7684\u6a21\u578b\u65f6\uff0c\u4f60\u4eec\u4eca\u5929\u300c\u5c0f\u800c\u7f8e\u300d\u7684\u4f18\u52bf\uff0c\u662f\u5426\u8fd8\u5b58\u5728\uff1f\u9762\u5bf9\u8fd9\u6837\u7684\u672a\u6765\uff0cRockAI \u6700\u6df1\u7684\u62a4\u57ce\u6cb3\uff0c\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u90b9\u4f73\u601d\uff1a <\/span>\u60a8\u8fd9\u4e2a\u95ee\u9898\u975e\u5e38\u5c16\u9510\uff0c\u5b83\u6070\u597d\u70b9\u51fa\u4e86\u6211\u4eec\u6bcf\u5929\u90fd\u5728\u601d\u8003\u7684\u4e24\u4e2a\u6838\u5fc3\u6311\u6218\u3002<\/p>\n<p style=\"text-align: left\">\u9996\u5148\uff0c\u5173\u4e8e \u786c\u4ef6\u53d8\u5f3a \u3002\u6211\u4eec\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u5bf9\u6211\u4eec\u6709\u5229\u7684\u8d8b\u52bf\u3002\u7b2c\u4e00\uff0c\u4efb\u4f55\u9ad8\u7aef\u786c\u4ef6\u7684\u666e\u53ca\uff0c\u90fd\u81f3\u5c11\u9700\u8981\u4e24\u5230\u4e09\u5e74\u7684\u7a97\u53e3\u671f\uff0c\u5728\u8fd9\u4e2a\u7a97\u53e3\u671f\u5185\uff0c\u6211\u4eec\u662f\u89e3\u51b3\u6d77\u91cf\u5b58\u91cf\u548c\u4e2d\u7aef\u8bbe\u5907 AI \u5316\u95ee\u9898\u7684\u6700\u4f18\u89e3\u3002\u7b2c\u4e8c\uff0c\u5f53\u786c\u4ef6\u5e95\u5ea7\u53d8\u5f3a\uff0c\u5b83\u80fd\u5bb9\u7eb3\u7684\u4e0d\u4ec5\u4ec5\u662f\u66f4\u5927\u7684 Transformer\uff0c\u4e5f\u80fd\u5bb9\u7eb3\u6211\u4eec\u4ece\u5c0f\u957f\u5230\u5927\u7684 Yan \u67b6\u6784\u5927\u6a21\u578b\u3002\u6211\u4eec\u540c\u6837\u53ef\u4ee5\u505a 10B \u751a\u81f3\u66f4\u5927\u7684\u6a21\u578b\uff0c\u800c\u6211\u4eec\u72ec\u7279\u7684\u81ea\u4e3b\u5b66\u4e60\u3001\u4f4e\u529f\u8017\u7279\u6027\u7b49\u4f18\u52bf\uff0c\u4f9d\u7136\u4f1a\u5b58\u5728\u3002<\/p>\n<p style=\"text-align: left\">\u53e6\u4e00\u4e2a\u95ee\u9898\uff0c\u53ef\u80fd\u66f4\u89e6\u53ca\u6211\u4eec\u8fd9\u5bb6\u516c\u53f8\u7684\u7075\u9b42\uff0c\u56de\u7b54\u4e86\u6211\u4eec\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u662f\u4ec0\u4e48\u3002<\/p>\n<p style=\"text-align: left\">\u6211\u4eec\u7684\u56e2\u961f\u57fa\u56e0\uff0c\u5176\u5b9e\u6e90\u4e8e\u4e00\u4e2a\u59cb\u4e8e 2015 \u5e74\u7684\u3001\u672a\u5b8c\u6210\u7684\u68a6\u3002\u90a3\u65f6\u5019\uff0c\u6211\u4eec\u51e0\u4e2a\u521b\u59cb\u4eba\u5c31\u60f3\u505a\u771f\u6b63\u7684\u667a\u80fd\u786c\u4ef6\uff0c\u5f53\u65f6\u7684\u5f62\u6001\u7c7b\u4f3c\u4e8e\u5c0f\u7231\u540c\u5b66\uff0c\u4f46\u5f53\u65f6\u5c31\u56e0\u4e3a AI \u6280\u672f\u4e0d\u6210\u719f\u800c\u5931\u8d25\u4e86\u3002\u76f4\u5230\u6211\u4eec\u770b\u5230\u4e86 Transformer \u7684\u6f5c\u529b\uff0c\u89c9\u5f97\u65f6\u673a\u5230\u4e86\uff0c\u624d\u518d\u6b21\u805a\u5230\u4e00\u8d77\u521b\u4e1a\u3002<\/p>\n<p style=\"text-align: left\">\u518d\u540e\u6765\uff0c\u6211\u4eec\u5c31\u75db\u82e6\u5730\u53d1\u73b0\uff0c\u628a Transformer \u8fd9\u53f0\u300c\u4e91\u7aef\u731b\u517d\u300d\u786c\u585e\u8fdb\u5c0f\u5c0f\u7684\u8bbe\u5907\u91cc\uff0c\u8fd9\u6761\u8def\uff0c\u5728\u5de5\u7a0b\u4e0a\u6839\u672c\u8d70\u4e0d\u901a\u3002<\/p>\n<p style=\"text-align: left\">\u90a3\u65f6\uff0c\u6446\u5728\u6211\u4eec\u9762\u524d\u7684\u6709\u4e24\u6761\u8def\uff1a\u4e00\u6761\u662f\u8ddf\u7740\u884c\u4e1a\u4e3b\u6d41\uff0c\u7ed9 Transformer \u6253\u8865\u4e01\uff0c\u505a\u5404\u79cd\u4f18\u5316\uff0c\u8fd9\u6761\u8def\u66f4\u5bb9\u6613\u3001\u4e5f\u66f4\u5bb9\u6613\u88ab\u6295\u8d44\u4eba\u770b\u61c2\u3002\u53e6\u4e00\u6761\uff0c\u662f\u8d70\u4e00\u6761\u66f4\u96be\u3001\u66f4\u5b64\u72ec\u7684\u8def\uff0c\u627f\u8ba4\u6b64\u8def\u4e0d\u901a\uff0c\u4ece\u96f6\u5f00\u59cb\uff0c\u53bb\u6784\u5efa\u4e00\u4e2a\u5168\u65b0\u7684\u3001\u4e3a\u7aef\u4fa7\u800c\u751f\u7684\u67b6\u6784\u3002<\/p>\n<p style=\"text-align: left\"><span style=\"font-weight: bold\">\u6211\u4eec\u9009\u62e9\u4e86\u540e\u8005\u3002\u800c\u652f\u6491\u6211\u4eec\u8d70\u4e0b\u6765\u7684\uff0c\u4e0d\u662f\u6211\u4eec\u6709\u591a\u5c11\u94b1\uff0c\u6709\u591a\u5c11\u5361\uff0c\u6216\u8005\u56e2\u961f\u80cc\u666f\u6709\u591a\u5149\u9c9c\u3002\u6211\u4eec\u5185\u90e8\u603b\u7ed3\uff0c\u53ef\u80fd\u5c31\u662f\u4e00\u4e2a\u5f88\u300c\u7384\u5b66\u300d\u7684\u8bcd\uff1a\u575a\u6301\u3002<\/span><\/p>\n<p style=\"text-align: left\">\u6211\u4eec\u7b03\u4fe1\uff0c\u6a21\u578b\u4e00\u5b9a\u8981\u8dd1\u5230\u7aef\u4e0a\u53bb\uff0c\u8bbe\u5907\u4e00\u5b9a\u8981\u6709\u81ea\u5df1\u7684\u667a\u80fd\u3002\u6b63\u662f\u56e0\u4e3a\u8fd9\u4efd\u6267\u5ff5\uff0c\u6211\u4eec\u624d\u613f\u610f\u53bb\u5750\u90a3\u4e24\u5e74\u591a\u7684\u51b7\u677f\u51f3\uff0c\u5728\u522b\u4eba\u8ffd\u9010\u4e91\u7aef\u98ce\u53e3\u65f6\uff0c\u6211\u4eec\u50cf\u4e00\u4e2a\u5b9e\u9a8c\u6d3e\u7684\u70bc\u4e39\u5e08\uff0c\u5728\u5b9e\u9a8c\u5ba4\u91cc\u53cd\u590d\u5c1d\u8bd5\u3001\u9a8c\u8bc1\uff0c\u6700\u7ec8\u624d\u70bc\u51fa\u4e86 Yan \u67b6\u6784\u5927\u6a21\u578b\u8fd9\u9897\u4e39\u3002<\/p>\n<p style=\"text-align: left\">\u6240\u4ee5\uff0c\u6211\u4eec\u7684\u62a4\u57ce\u6cb3\uff0c\u4e0d\u662f\u67d0\u4e00\u4e24\u4e2a\u6280\u672f\u70b9\uff0c\u56e0\u4e3a\u806a\u660e\u7684\u4eba\u548c\u56e2\u961f\u592a\u591a\u4e86\u3002 <span style=\"font-weight: bold\">\u6211\u4eec\u7684\u62a4\u57ce\u6cb3\uff0c\u662f\u6211\u4eec\u56e0\u4e3a\u575a\u6301\u800c\u8d9f\u8fc7\u7684\u90a3\u4e9b\u5751\u3001\u79ef\u7d2f\u7684\u8ba4\u77e5\uff0c\u4ee5\u53ca\u6211\u4eec\u4ece\u7b2c\u4e00\u5929\u8d77\u5c31\u4e0e\u4f17\u4e0d\u540c\u7684\u3001\u4e3a\u7aef\u4fa7\u667a\u80fd\u800c\u751f\u7684\u521b\u65b0\u57fa\u56e0\u3002<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"color: #bbbfc4\">*\u5934\u56fe\u6765\u6e90\uff1aAI \u751f\u6210<\/span><\/p>\n<p style=\"text-align: left\"><span style=\"color: #bbbfc4\">\u672c\u6587\u4e3a\u6781\u5ba2\u516c\u56ed\u539f\u521b\u6587\u7ae0\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u6781\u5ba2\u541b\u5fae\u4fe1 geekparkGO<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff5cLi Yuan \u7f16\u8f91\uff5c &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[],"_links":{"self":[{"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=\/wp\/v2\/posts\/8344"}],"collection":[{"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8344"}],"version-history":[{"count":0,"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=\/wp\/v2\/posts\/8344\/revisions"}],"wp:attachment":[{"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8344"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8344"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/nxhdyxdsj.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8344"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}