2023-01-09 08:42:36\u3000\u6765\u6e90: \u84b2\u516c\u82f1\u4e92\u8054
\n\u6cb3\u5317<\/p>\n
\u4e3e\u62a5<\/p>\n
Apollo Day2022\u5e7411\u670829\u65e5\uff0c\u767e\u5ea6Apollo Day\u5982\u671f\u4e3e\u884c\uff0c\u5c3d\u7ba1\u8fd9\u662f\u4e00\u6b21\u56e0\u75ab\u60c5\u800c\u5728\u7ebf\u4e3e\u884c\u7684Apollo Day\uff0c\u4f46\u4e5f\u662f\u4e00\u6b21\u7279\u70b9\u9c9c\u660e\u7684Apollo Day\u3002<\/p>\n
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\u5728\u6b64\u4e4b\u524d\uff0c\u6587\u5fc3\u5927\u6a21\u578b\u5728NLP\u9886\u57df\u53d6\u5f97\u4e86\u975e\u5e38\u597d\u7684\u6210\u679c\uff0c\u5f53\u88ab\u95ee\u53ca\u6587\u5fc3\u5927\u6a21\u578b\u548cTransformer\u7684\u533a\u522b\u65f6\uff0c\u767e\u5ea6\u6280\u672f\u4e13\u5bb6\u738b\u4e95\u4e1c\u6307\u51fa\uff0cTransformer\u662f\u4e00\u79cd\u548cCNN\u5bf9\u5e94\u7684\u66f4\u57fa\u7840\u7684\u7ed3\u6784\uff0c\u6587\u5fc3\u5927\u6a21\u578b\u53ef\u4ee5\u57fa\u4e8eTransformer\u5b9e\u73b0\u3002<\/p>\n
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1.\u5229\u7528\u6ca1\u6709\u6807\u6ce8\u76843D\u6570\u636e\u8bad\u7ec3\u68c0\u6d4b\u5927\u6a21\u578b\u3002<\/p>\n
\u738b\u4e95\u4e1c\u8bf4\uff0c\u6fc0\u5149\u96f7\u8fbe\u76843D\u70b9\u4e91\u6570\u636e\u5f88\u96be\u6807\u6ce8\u3002\u5c06\u4e0d\u540c\u7c7b\u578b\u7684\u6fc0\u5149\u96f7\u8fbe\u6240\u6536\u96c6\u7684\u6ca1\u6709\u6807\u6ce8\u76843D\u6570\u636e\u5e94\u7528\u4e8e\u8bad\u7ec3\uff0c\u63d0\u5347\u68c0\u6d4b\u5927\u6a21\u578b\u7684\u6548\u679c\uff0c\u662f\u6587\u5fc3\u5927\u6a21\u578b\u7684\u4e00\u4e2a\u4f5c\u7528\u3002\u57fa\u672c\u6d41\u7a0b\u662f\uff0c\u5229\u7528\u5df2\u6709\u7684\u5e26\u6807\u6ce8\u76842D\u6570\u636e\u548c\u90e8\u5206\u5e26\u6807\u6ce83D\u6570\u636e\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u518d\u4f7f\u7528\u8bad\u7ec3\u597d\u7684\u5927\u6a21\u578b\u5bf9\u65e0\u6807\u6ce83D\u6570\u636e\u8fdb\u884c\u6253\u6807\u7b7e\uff0c\u7136\u540e\u5c06\u8fd9\u4e9b\u6253\u4e86\u201c\u4f2a\u6807\u7b7e\u201d\u7684\u6570\u636e\u548c\u4e4b\u524d\u7684\u6570\u636e\u6df7\u5408\u5728\u4e00\u8d77\u5bf9\u5927\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u8bad\u7ec3\u5b8c\u6bd5\u4e4b\u540e\uff0c\u5927\u6a21\u578b\u5bf9\u65e0\u6807\u7b7e\u6570\u636e\u518d\u6b21\u8fdb\u884c\u6253\u6807\u7b7e\u3002\u636e\u738b\u4e95\u4e1c\u4ecb\u7ecd\uff0c\u66f4\u65b0\u540e\u7684\u201c\u4f2a\u6807\u7b7e\u201d\u6807\u6ce8\u7684\u51c6\u786e\u5ea6\u4f1a\u6709\u663e\u8457\u63d0\u5347\uff0c\u7136\u540e\u518d\u7528\u66f4\u65b0\u540e\u7684\u201c\u4f2a\u6807\u7b7e\u201d\u6570\u636e\u4e0e\u539f\u6765\u7684\u6570\u636e\u4e00\u8d77\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u5927\u6a21\u578b\u7684\u68c0\u6d4b\u6548\u679c\u518d\u6b21\u63d0\u5347\u3002\u5982\u6b64\u53cd\u590d\u3002\u4e0a\u8ff0\u6d41\u7a0b\uff0c\u5373\u5f53\u4e0b\u4e1a\u754c\u6bd4\u8f83\u6d41\u884c\u7684\u534a\u76d1\u7763\u8bad\u7ec3\u3002<\/p>\n
2.\u589e\u5f3a\u7ebf\u4e0a\u5c0f\u6a21\u578b\u7684\u611f\u77e5\u80fd\u529b\u3002<\/p>\n
\u5e94\u7528\u573a\u666f\u5305\u62ec\uff1a\u63d0\u5347\u8f66\u7aef\u5728\u7ebf\u5c0f\u6a21\u578b\u7684\u8fdc\u8ddd\u79bb\u68c0\u6d4b\u80fd\u529b\u3002\u56e0\u4e3a\u8ddd\u79bb\u6bd4\u8f83\u8fdc\u7684\u65f6\u5019\uff0c\u6fc0\u5149\u96f7\u8fbe\u8986\u76d6\u4e0d\u5230\uff0c\u8f66\u7aef\u7684\u8fdc\u8ddd\u79bb\u68c0\u6d4b\u53ea\u80fd\u4f9d\u8d56\u89c6\u89c9\u65b9\u6848\uff0c\u8f66\u7aef\u5c0f\u6a21\u578b\u5728\u8fdc\u89c6\u8ddd\u76843D\u7269\u4f53\u68c0\u6d4b\u65b9\u9762\u7684\u80fd\u529b\u8fdc\u4e0d\u53ca\u5927\u6a21\u578b\u3002\u63d0\u5347\u591a\u6a21\u6001\u611f\u77e5\u4e2d\u7684\u5206\u7c7b\u80fd\u529b\u3002\u5728\u4e2d\u8ddd\u79bb\u7684\u591a\u6a21\u6001\u611f\u77e5\u4e2d\uff0c\u5c06\u6fc0\u5149\u96f7\u8fbe\u7684\u70b9\u4e91\u4fe1\u606f\u4e0e\u89c6\u89c9BEV\u4fe1\u606f\u878d\u5408\uff0c\u5c06\u80fd\u591f\u66f4\u52a0\u6709\u6548\u5730\u53d1\u73b03D\u969c\u788d\u7269\u7684\u8bed\u4e49\u4fe1\u606f\uff0c\u6bd4\u5982\u8bc6\u522b\u51fa\u662f\u4e00\u8f86\u6551\u62a4\u8f66\uff0c\u8fd9\u5bf9\u89c4\u5212\u51b3\u7b56\u7684\u4ef7\u503c\u5f88\u5927\u3002\u901a\u8fc7\u5927\u6a21\u578b\u63d0\u5347\u8f66\u7aef\u5c0f\u6a21\u578b\u7684\u611f\u77e5\u80fd\u529b\u662f\u4e00\u79cd\u53ef\u884c\u7684\u89e3\u51b3\u65b9\u6848\u3002\u767e\u5ea6\u6587\u5fc3\u5927\u6a21\u578b\u7684\u64cd\u4f5c\u65b9\u5f0f\u4e3b\u8981\u5305\u62ec\u4e24\u4e2a\uff1a\u4e00\u4e2a\u662f\u5229\u7528\u7ebf\u4e0b\u5927\u6a21\u578b\u5bf93D\u969c\u788d\u7269\u8fdb\u884c\u81ea\u52a8\u5316\u6807\u6ce8\uff0c\u5e76\u5c06\u6807\u6ce8\u540e\u7684\u6570\u636e\u5e94\u7528\u4e8e\u5c0f\u6a21\u578b\u7684\u68c0\u6d4b\u8bad\u7ec3\u3002\u53e6\u4e00\u4e2a\u65b9\u6848\u662f\u901a\u8fc7\u201c\u77e5\u8bc6\u84b8\u998f\u201d\u5c06\u5927\u6a21\u578b\u7684\u80fd\u529b\u8d4b\u80fd\u7ed9\u5c0f\u6a21\u578b\u3002\u5305\u62ec\u5728backbone\u73af\u8282\u30012D head\u30013D head\u4e09\u4e2a\u68c0\u6d4b\u73af\u8282\u8fdb\u884c\u77e5\u8bc6\u84b8\u998f\u3002<\/p>\n
3.\u5229\u7528\u6587\u5fc3\u56fe\u6587\u5927\u6a21\u578b\u8fdb\u884c\u957f\u5c3e\u56fe\u50cf\u7684\u6570\u636e\u6316\u6398\u8fdb\u884c\u8bad\u7ec3\u3002<\/p>\n
\u6587\u5fc3\u5927\u6a21\u578b\u662f\u4e00\u4e2a\u901a\u7528\u4e16\u754c\u7684\u6a21\u578b\uff0c\u5176\u57fa\u672c\u903b\u8f91\u662f\uff0c\u5728\u73b0\u5b9e\u4e16\u754c\u4e0a\u8bad\u7ec3\u597d\u7684\u80fd\u529b\uff0c\u5e94\u7528\u5728\u81ea\u52a8\u9a7e\u9a76\u4e2d\u4e5f\u662fOK\u7684\uff0c\u800c\u81ea\u52a8\u9a7e\u9a76\u4e2d\u9047\u5230\u7684\u4e00\u4e9b\u957f\u5c3e\u6570\u636e\u573a\u666f\uff0c\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u5176\u4ed6\u573a\u666f\u4e5f\u80fd\u591f\u9047\u5230\u3002\u6bd4\u5982\uff0c\u4e00\u4e2a\u5851\u6599\u888b\u8d34\u5728\u5730\u9762\u4e0a\uff0c\u5f88\u96be\u8bc6\u522b\uff0c\u4e5f\u4e0d\u5927\u5e38\u89c1\uff0c\u901a\u8fc7\u4e91\u7aef\u4e0b\u53d1\u7684\u6570\u636e\u91c7\u96c6\u6210\u672c\u4e5f\u4e0d\u4f4e\uff0c\u4f46\u8fd9\u6837\u7684\u4fe1\u606f\uff0c\u901a\u8fc7\u6587\u5fc3\u5927\u6a21\u578b\uff0c\u53ef\u4ee5\u5728\u73b0\u5b9e\u4e16\u754c\u7684\u6807\u51c6\u5e93\u4e2d\u627e\u5230\u5f88\u591a\u7c7b\u4f3c\u7684\u573a\u666f\uff0c\u7136\u540e\u8fdb\u884c\u8bad\u7ec3\uff0c\u63d0\u5347\u6a21\u578b\u6548\u679c\u3002<\/p>\n
\u4e8c\u3001\u6570\u636e\u95ed\u73af\u7cfb\u7edf\u3002\u5728\u6570\u636e\u95ed\u73af\u57fa\u7840\u8bbe\u65bd\u65b9\u9762\uff0c\u767e\u5ea6\u6280\u672f\u4e13\u5bb6\u674e\u6602\u8ba4\u4e3a\uff0c\u5f53\u6570\u636e\u89c4\u6a21\u8d8a\u6765\u8d8a\u5e9e\u5927\u65f6\uff0c\u8861\u91cf\u6570\u636e\u95ed\u73af\u7cfb\u7edf\u6548\u7387\u7684\u4e24\u4e2a\u65b9\u9762\u662f\uff1a\u5728\u8f66\u7aef\u548c\u4e91\u7aef\u83b7\u5f97\u9ad8\u7eaf\u5ea6\u6570\u636e\u7684\u80fd\u529b\uff0c\u4ee5\u53ca\u5728\u4e91\u7aef\u6d88\u5316\u9ad8\u7eaf\u5ea6\u6570\u636e\u7684\u80fd\u529b\u3002<\/p>\n
\u674e\u6602\u5206\u522b\u5728\u4e0a\u8ff0\u4e24\u4e2a\u9886\u57df\u4ecb\u7ecd\u4e86\u767e\u5ea6\u5728\u5b9e\u8df5\u4e2d\u7684\u4e00\u4e9b\u7ecf\u9a8c\u3002<\/p>\n
1.\u6570\u636e\u63d0\u7eaf\u80fd\u529b\u3002<\/p>\n
\u767e\u5ea6\u83b7\u5f97\u9ad8\u7eaf\u5ea6\u6570\u636e\u7684\u65b9\u5f0f\u6709\u4e24\u4e2a\u65b9\u9762\uff1a<\/p>\n
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\u53e6\u4e00\u65b9\u9762\uff0c\u4ed6\u4eec\u7684\u601d\u8def\u662f\u627e\u5230\u5206\u5e03\u5728\u6a21\u578b\u5931\u6548\u8fb9\u754c\u7684\u6570\u636e\uff0c\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u5bf9\u6a21\u578b\u8fdb\u884c\u9488\u5bf9\u6027\u8bad\u7ec3\u3002\u4e0a\u8ff0\u601d\u8def\u4e3b\u8981\u901a\u8fc7\u4e91\u7aef\u5927\u6a21\u578b\u548c\u8f66\u7aef\u5c0f\u6a21\u578b\u7684\u63a8\u7406\u6a21\u5757\u5b9e\u65bd\u5b9a\u5411\u6316\u6398\u800c\u83b7\u5f97\u3002<\/p>\n
\u674e\u6602\u4ecb\u7ecd\uff0c\u4e0a\u8ff0\u6570\u636e\u6316\u6398\u7684\u6548\u7387\uff0c\u4e00\u65b9\u9762\u53d6\u51b3\u4e8e\u63a8\u7406\u6a21\u578b\u8bfb\u53d6\u6570\u636e\u7684\u901f\u5ea6\uff0c\u53e6\u4e00\u65b9\u9762\u53d6\u51b3\u4e8e\u6a21\u578b\u63a8\u7406\u548c\u8ba1\u7b97\u7684\u901f\u5ea6\u3002<\/p>\n
\u524d\u8005\u53ef\u901a\u8fc7\u6587\u4ef6\u7cfb\u7edf\u521b\u65b0\u63d0\u5347\u6548\u7387\uff0c\u540e\u8005\u53ef\u901a\u8fc7\u5206\u5e03\u5f0f\u7684\u65b9\u5f0f\u63d0\u5347\u3002<\/p>\n
\u636e\u674e\u6602\u4ecb\u7ecd\uff0c\u8be5\u516c\u53f8\u7684\u6570\u636e\u95ed\u73af\u7cfb\u7edf\uff0c\u96c6\u6210\u4e86\u767e\u5ea6\u81ea\u7814\u7684Paddle Flow\u6570\u636e\u7f13\u5b58\u57fa\u7840\u67b6\u6784\uff0c\u4f7f\u5f97\u63a8\u7406\u5f15\u64ce\u7684\u6570\u636e\u8bfb\u53d6\u80fd\u529b\u63d0\u5347\u4e8610\u500d\u3002<\/p>\n
2.\u6570\u636e\u6d88\u5316\u80fd\u529b\u3002<\/p>\n
\u767e\u5ea6\u6570\u636e\u95ed\u73af\u7cfb\u7edf\uff0c\u5728\u6570\u636e\u6d88\u5316\u80fd\u529b\u7684\u5efa\u8bbe\u4e0a\u5206\u4e3a\u4e09\u4e2a\u90e8\u5206\uff0c\u5305\u62ec\uff1a\u5168\u65e0\u4eba\u7684\u81ea\u52a8\u5316\u8bad\u7ec3\u5f15\u64ce\u3001\u7cfb\u7edf\u5c42\u9762\u4e0a\u7684\u8054\u5408\u4f18\u5316\u548c\u4f18\u5316\u6570\u636e\u96c6\u6570\u636e\u5206\u5e03\u7684\u5b9e\u8df5\u3002<\/p>\n
\u5728\u81ea\u52a8\u8bad\u7ec3\u65b9\u9762\uff0c\u767e\u5ea6\u81ea\u52a8\u9a7e\u9a76\u7684\u8bad\u7ec3\u5f15\u64ce\u6bd4\u8f83\u6709\u7279\u8272\u3002\u6bd4\u5982\u5bf9\u67d0\u4e00\u4e2a\u6a21\u5757\u7684\u4f18\u5316\uff0c\u4ed6\u4eec\u4e0d\u662f\u9488\u5bf9\u4e00\u4e2a\u6a21\u578b\u8fdb\u884c\u4f18\u5316\uff0c\u800c\u662f\u9488\u5bf9\u4e00\u4e2a\u5019\u9009\u7684\u6a21\u578b\u7fa4\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n
\u6b64\u5916\uff0c\u8be5\u516c\u53f8\u7684\u8bad\u7ec3\uff0c\u4e0d\u4ec5\u4ec5\u662f\u5bf9\u6a21\u578b\u7684\u53c2\u6570\u8fdb\u884c\u8c03\u6574\u4ee5\u5b9e\u73b0\u68af\u5ea6\u4e0b\u964d\uff0c\u800c\u662f\u5bf9\u6a21\u578b\u7684\u8d85\u53c2\u6570\u8fdb\u884c\u540c\u6b65\u8c03\u6574\uff0c\u4ee5\u6539\u53d8\u6a21\u578b\u53c2\u6570\u68af\u5ea6\u4e0b\u964d\u7684\u52a8\u529b\u5b66\u6027\u80fd\u3002<\/p>\n
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\u8fd9\u91cc\u6d89\u53ca\u4e24\u4e2a\u95ee\u9898\uff1a<\/p>\n
\u4e00\u65b9\u9762\uff0c\u5bf9\u4e8e\u4e00\u4e9b\u589e\u91cf\u6570\u636e\uff0c\u5982\u679c\u628a\u6240\u6709\u6a21\u578b\u90fd\u8bad\u7ec3\u4e00\u904d\uff0c\u8bad\u7ec3\u6210\u672c\u5c06\u4f1a\u5927\u5e45\u4e0a\u5347\u3002<\/p>\n
\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u53ea\u5bf9\u4e00\u4e2a\u6a21\u5757\u8fdb\u884c\u8bad\u7ec3\uff0c\u4e5f\u8bb8\u5355\u6a21\u5757\u6548\u679c\u6700\u4f18\uff0c\u4f46\u7cfb\u7edf\u6548\u679c\u4f1a\u4e0b\u964d\u3002<\/p>\n
\u767e\u5ea6\u7684\u8054\u5408\u4f18\u5316\u601d\u8def\u662f\uff0c\u5c06\u7279\u5b9a\u6a21\u5757\u7684\u8bad\u7ec3\u540c\u65f6\u4e0e\u4eff\u771f\u7cfb\u7edf\u7684\u8bc4\u4ef7\u6574\u5408\u5728\u4e00\u8d77\uff0c\u8fdb\u884c\u8054\u5408\u4f18\u5316\uff0c\u786e\u4fdd\u5c40\u90e8\u76ee\u6807\u548c\u7cfb\u7edf\u76ee\u6807\u662f\u4e00\u81f4\u7684\u3002<\/p>\n
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\u8be5\u5730\u56fe\u7684\u4e00\u4e9b\u6bd4\u8f83\u663e\u8457\u7684\u7279\u70b9\u662f\uff1a<\/p>\n
1.\u5b9e\u65f6\u5728\u7ebf\u5730\u56fe\u3002\u767e\u5ea6\u6280\u672f\u4e13\u5bb6\u9ec4\u9645\u6d32\u6307\u51fa\uff0c\u79bb\u7ebf\u5730\u56fe\u5728\u9053\u8def\u4ea4\u901a\u60c5\u51b5\u53d1\u751f\u53d8\u5316\u65f6\uff0c\u5bf9\u4e8e\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u975e\u5e38\u4e0d\u53cb\u597d\u3002\u4ed6\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u662f\uff0c\u57fa\u4e8e\u8f66\u7aef\u7684\u591a\u6a21\u4f20\u611f\u5668\u751f\u6210\u5b9e\u65f6\u5728\u7ebf\u5730\u56fe\u3001\u7ed3\u5408\u5176\u4ed6\u8f66\u8f86\u5171\u4eab\u6570\u636e\u5f62\u6210\u7684\u4f17\u6e90\u5730\u56fe\u548c\u901a\u7528\u9ad8\u7cbe\u5730\u56fe\uff0c\u8fdb\u884c\u878d\u5408\uff0c\u80fd\u591f\u6709\u6548\u89e3\u51b3\u9053\u8def\u73af\u5883\u4e34\u65f6\u53d1\u751f\u53d8\u66f4\u7684\u573a\u666f\u3002<\/p>\n
2.\u9a7e\u9a76\u77e5\u8bc6\u589e\u5f3a\u3002\u5bf9\u4e8e\u767e\u5ea6\u5730\u56fe\u800c\u8a00\uff0c\u5728\u4efb\u4f55\u4e00\u6761\u9053\u8def\uff0c\u4efb\u4f55\u4e00\u4e2a\u9053\u8def\u573a\u666f\uff0c\u90fd\u6709\u6d77\u91cf\u7684\u4ea4\u901a\u9a7e\u9a76\u6570\u636e\uff0c\u901a\u8fc7\u878d\u5408\u8fd9\u4e9b\u6570\u636e\uff0c\u5c31\u53ef\u4ee5\u5f62\u6210\u4e00\u4e2a\u77e5\u8bc6\u56fe\u8c31\uff0c\u5373\u5728\u4e2d\u56fd\u7684\u4efb\u4f55\u4e00\u4e2a\u9053\u8def\u573a\u666f\uff0c\u8be5\u5730\u56fe\u90fd\u62e5\u6709\u4e00\u4e2a\u6700\u4f18\u9a7e\u9a76\u884c\u4e3a\u7684\u6570\u636e\u3002\u5bf9\u4e8e\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u800c\u8a00\uff0c\u6709\u4e86Apollo\u81ea\u52a8\u9a7e\u9a76\u5730\u56fe\uff0c\u5c31\u610f\u5473\u7740\u6709\u4e00\u4e2a\u5b9e\u65f6\u5728\u7ebf\u7684\u201c\u526f\u9a7e\u9a76\u201d\u63d0\u9192\u5728\u8fd9\u4e2a\u573a\u666f\u600e\u4e48\u9a7e\u9a76\u4f1a\u66f4\u8212\u9002\u3001\u66f4\u5408\u7406\u3002\u6bd4\u5982\uff0c\u5728\u4e00\u4e2a\u5de6\u8f6c\u573a\u666f\uff0c\u8fc7\u53bb\u4e4b\u540e\u5982\u679c\u8981\u9a6c\u4e0a\u53f3\u8f6c\uff0c\u9a7e\u9a76\u77e5\u8bc6\u589e\u5f3a\u6a21\u5757\u53ef\u4ee5\u7ed9\u51fa\u76f8\u5e94\u7684\u53d8\u9053\u3001\u9650\u901f\u7684\u5efa\u8bae\u3002<\/p>\n
3.\u4ea4\u901a\u5927\u8111\u3002\u8be5\u7cfb\u7edf\u57fa\u4e8e\u767e\u5ea6\u5730\u56fe\u3001\u8f66\u8def\u534f\u540c\u57fa\u7840\u8bbe\u65bd\u548c\u8be5\u516c\u53f8\u667a\u80fd\u4ea4\u901a\u89e3\u51b3\u65b9\u6848\uff0c\u80fd\u591f\u4e3a\u7528\u6237\u63d0\u4f9b\u5b9e\u65f6\u8def\u51b5\u4fe1\u606f\u3001\u4ea4\u901a\u4e8b\u4ef6\u4fe1\u606f\uff0c\u5e2e\u52a9\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u9009\u62e9\u8def\u7ebf\u3001\u63a7\u5236\u8f66\u901f\u4ee5\u66f4\u6070\u5f53\u7684\u65f6\u673a\u901a\u8fc7\u7ea2\u7eff\u706f\u3002\u9ec4\u9645\u6d32\u8ba4\u4e3a\uff0c\u767e\u5ea6\u662f\u56fd\u5185\u552f\u4e00\u4e00\u5bb6\u65e2\u5728\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\u53c8\u5728\u5730\u56fe\u9886\u57df\u62e5\u6709\u6df1\u5ea6know-how\u7684\u516c\u53f8\u3002<\/p>\n
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