{"id":756109,"date":"2024-07-25T17:51:28","date_gmt":"2024-07-25T09:51:28","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/756109.html"},"modified":"2024-07-25T17:51:30","modified_gmt":"2024-07-25T09:51:30","slug":"%e7%99%be%e5%ba%a6%e4%b8%bb%e8%a6%81%e7%a0%94%e5%8f%91%e4%bb%80%e4%b9%88%e7%9a%84%e8%bd%af%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/756109.html","title":{"rendered":"\u767e\u5ea6\u4e3b\u8981\u7814\u53d1\u4ec0\u4e48\u7684\u8f6f\u4ef6"},"content":{"rendered":"

\"\u767e\u5ea6\u4e3b\u8981\u7814\u53d1\u4ec0\u4e48\u7684\u8f6f\u4ef6\"<\/p>\n

\u767e\u5ea6\u4e3b\u8981\u7814\u53d1\u4eba\u5de5\u667a\u80fd<\/a>\u3001\u641c\u7d22\u5f15\u64ce\u3001\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u548c\u4e91\u8ba1\u7b97\u8f6f\u4ef6<\/strong>\u3002\u5176\u4e2d\uff0c\u4eba\u5de5\u667a\u80fd<\/strong>\u662f\u767e\u5ea6\u7814\u53d1\u7684\u6838\u5fc3\u9886\u57df\uff0c\u8fd9\u4e0d\u4ec5\u5305\u62ec\u4e86\u767e\u5ea6\u5927\u8111\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u6280\u672f\uff0c\u8fd8\u6db5\u76d6\u4e86\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u5e94\u7528\u3002\u767e\u5ea6\u5927\u8111\u662f\u767e\u5ea6\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u6210\u679c\uff0c\u63d0\u4f9b\u4e86\u4ece\u57fa\u7840\u6280\u672f\u5230\u5e94\u7528\u573a\u666f\u7684\u5168\u9762\u89e3\u51b3\u65b9\u6848\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u767e\u5ea6\u5728\u8fd9\u51e0\u4e2a\u65b9\u9762\u7684\u7814\u53d1\u60c5\u51b5\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u4eba\u5de5\u667a\u80fd<\/strong><\/h2>\n

\u4eba\u5de5\u667a\u80fd\u662f\u767e\u5ea6\u7684\u91cd\u70b9\u7814\u53d1\u65b9\u5411\uff0c\u767e\u5ea6\u5728\u8fd9\u4e00\u9886\u57df\u53d6\u5f97\u4e86\u8bf8\u591a\u7a81\u7834\u3002<\/p>\n<\/p>\n

\u767e\u5ea6\u5927\u8111<\/h3>\n<\/p>\n

\u767e\u5ea6\u5927\u8111\u662f\u767e\u5ea6\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u6838\u5fc3\u4ea7\u54c1\u3002\u5b83\u96c6\u6210\u4e86\u8bed\u97f3\u8bc6\u522b\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u6df1\u5ea6\u5b66\u4e60\u7b49\u591a\u79cd\u6280\u672f\uff0c\u63d0\u4f9b\u4e86\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u5e94\u7528\u573a\u666f\u7684\u5168\u9762\u89e3\u51b3\u65b9\u6848\u3002\u767e\u5ea6\u5927\u8111\u7684\u5f00\u653e\u5e73\u53f0\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684API\u548cSDK\uff0c\u5e2e\u52a9\u4ed6\u4eec\u5feb\u901f\u6784\u5efa\u667a\u80fd\u5e94\u7528\u3002<\/p>\n<\/p>\n

\u8bed\u97f3\u8bc6\u522b<\/h3>\n<\/p>\n

\u767e\u5ea6\u5728\u8bed\u97f3\u8bc6\u522b\u65b9\u9762\u7684\u7814\u7a76\u5df2\u7ecf\u8fbe\u5230\u4e86\u56fd\u9645\u9886\u5148\u6c34\u5e73\u3002\u767e\u5ea6\u7684\u8bed\u97f3\u8bc6\u522b\u6280\u672f\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u51c6\u786e\u7387\u7684\u8bed\u97f3\u8f6c\u6587\u5b57\u3001\u8bed\u97f3\u641c\u7d22\u7b49\u529f\u80fd\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u667a\u80fd\u97f3\u7bb1\u3001\u8f66\u8f7d\u7cfb\u7edf\u3001\u624b\u673a\u8bed\u97f3\u52a9\u624b\u7b49\u573a\u666f\u3002<\/p>\n<\/p>\n

\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/h3>\n<\/p>\n

\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u662f\u4eba\u5de5\u667a\u80fd\u7684\u91cd\u8981\u5206\u652f\uff0c\u767e\u5ea6\u5728\u8fd9\u4e00\u9886\u57df\u4e5f\u6709\u7740\u6df1\u539a\u7684\u79ef\u7d2f\u3002\u767e\u5ea6\u7684NLP\u6280\u672f\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u6548\u7684\u6587\u672c\u5206\u6790\u3001\u60c5\u611f\u5206\u6790\u3001\u673a\u5668\u7ffb\u8bd1\u7b49\u529f\u80fd\uff0c\u5e94\u7528\u4e8e\u641c\u7d22\u5f15\u64ce\u3001\u667a\u80fd\u5ba2\u670d\u7b49\u591a\u4e2a\u573a\u666f\u3002<\/p>\n<\/p>\n

\u6df1\u5ea6\u5b66\u4e60<\/h3>\n<\/p>\n

\u6df1\u5ea6\u5b66\u4e60\u662f\u4eba\u5de5\u667a\u80fd\u7684\u6838\u5fc3\u6280\u672f\u4e4b\u4e00\uff0c\u767e\u5ea6\u5728\u8fd9\u4e00\u9886\u57df\u7684\u7814\u7a76\u53d6\u5f97\u4e86\u663e\u8457\u6210\u679c\u3002\u767e\u5ea6\u62e5\u6709\u4e16\u754c\u9886\u5148\u7684\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0\u2014\u2014PaddlePaddle\uff0c\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u8d44\u6e90\uff0c\u5e2e\u52a9\u4ed6\u4eec\u5feb\u901f\u6784\u5efa\u548c\u90e8\u7f72\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u641c\u7d22\u5f15\u64ce<\/strong><\/h2>\n

\u641c\u7d22\u5f15\u64ce\u662f\u767e\u5ea6\u7684\u4f20\u7edf\u4f18\u52bf\u9886\u57df\uff0c\u4e5f\u662f\u5176\u6838\u5fc3\u4e1a\u52a1\u4e4b\u4e00\u3002<\/p>\n<\/p>\n

\u767e\u5ea6\u641c\u7d22<\/h3>\n<\/p>\n

\u767e\u5ea6\u641c\u7d22\u662f\u4e2d\u56fd\u5e02\u573a\u4efd\u989d\u6700\u5927\u7684\u641c\u7d22\u5f15\u64ce\uff0c\u63d0\u4f9b\u4e86\u5168\u9762\u3001\u5feb\u901f\u3001\u7cbe\u51c6\u7684\u4fe1\u606f\u68c0\u7d22\u670d\u52a1\u3002\u767e\u5ea6\u641c\u7d22\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u4e0d\u65ad\u63d0\u5347\u641c\u7d22\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<\/p>\n

\u4fe1\u606f\u6d41\u63a8\u8350<\/h3>\n<\/p>\n

\u767e\u5ea6\u7684\u641c\u7d22\u5f15\u64ce\u4e0d\u4ec5\u63d0\u4f9b\u4f20\u7edf\u7684\u5173\u952e\u8bcd\u641c\u7d22\uff0c\u8fd8\u96c6\u6210\u4e86\u4fe1\u606f\u6d41\u63a8\u8350\u6280\u672f\u3002\u901a\u8fc7\u5206\u6790\u7528\u6237\u7684\u5174\u8da3\u548c\u884c\u4e3a\uff0c\u767e\u5ea6\u641c\u7d22\u53ef\u4ee5\u4e3a\u7528\u6237\u63a8\u8350\u4e2a\u6027\u5316\u7684\u5185\u5bb9\uff0c\u63d0\u5347\u7528\u6237\u7684\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n<\/p>\n

\u77e5\u8bc6\u56fe\u8c31<\/h3>\n<\/p>\n

\u767e\u5ea6\u7684\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\u53ef\u4ee5\u5c06\u641c\u7d22\u7ed3\u679c\u4e2d\u7684\u4fe1\u606f\u8fdb\u884c\u7ed3\u6784\u5316\u5904\u7406\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u76f4\u89c2\u5730\u83b7\u53d6\u6240\u9700\u7684\u4fe1\u606f\u3002\u901a\u8fc7\u77e5\u8bc6\u56fe\u8c31\uff0c\u767e\u5ea6\u641c\u7d22\u53ef\u4ee5\u63d0\u4f9b\u66f4\u4e3a\u4e30\u5bcc\u7684\u641c\u7d22\u7ed3\u679c\uff0c\u63d0\u5347\u641c\u7d22\u4f53\u9a8c\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u81ea\u52a8\u9a7e\u9a76\u6280\u672f<\/strong><\/h2>\n

\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u662f\u767e\u5ea6\u8fd1\u5e74\u6765\u91cd\u70b9\u7814\u53d1\u7684\u65b9\u5411\u4e4b\u4e00\uff0c\u767e\u5ea6\u5728\u8fd9\u4e00\u9886\u57df\u5df2\u7ecf\u53d6\u5f97\u4e86\u663e\u8457\u6210\u679c\u3002<\/p>\n<\/p>\n

Apollo\u5e73\u53f0<\/h3>\n<\/p>\n

\u767e\u5ea6\u7684Apollo\u5e73\u53f0\u662f\u5168\u7403\u9886\u5148\u7684\u81ea\u52a8\u9a7e\u9a76\u5f00\u653e\u5e73\u53f0\u3002Apollo\u5e73\u53f0\u63d0\u4f9b\u4e86\u4ece\u786c\u4ef6\u5230\u8f6f\u4ef6\u7684\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\uff0c\u5e2e\u52a9\u5408\u4f5c\u4f19\u4f34\u5feb\u901f\u5b9e\u73b0\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7684\u5f00\u53d1\u548c\u5e94\u7528\u3002\u901a\u8fc7Apollo\u5e73\u53f0\uff0c\u767e\u5ea6\u4e0e\u4f17\u591a\u6c7d\u8f66\u5382\u5546\u3001\u79d1\u6280\u516c\u53f8\u5efa\u7acb\u4e86\u5e7f\u6cdb\u7684\u5408\u4f5c\u5173\u7cfb\uff0c\u5171\u540c\u63a8\u8fdb\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u7684\u53d1\u5c55\u3002<\/p>\n<\/p>\n

L4\u7ea7\u81ea\u52a8\u9a7e\u9a76<\/h3>\n<\/p>\n

\u767e\u5ea6\u5728L4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u65b9\u9762\u5df2\u7ecf\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\u3002L4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u53ef\u4ee5\u5728\u7279\u5b9a\u573a\u666f\u4e0b\u5b9e\u73b0\u5b8c\u5168\u81ea\u52a8\u9a7e\u9a76\uff0c\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u3002\u767e\u5ea6\u7684L4\u7ea7\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u5df2\u7ecf\u5728\u591a\u4e2a\u57ce\u5e02\u8fdb\u884c\u4e86\u6d4b\u8bd5\u548c\u5e94\u7528\uff0c\u53d6\u5f97\u4e86\u826f\u597d\u7684\u6548\u679c\u3002<\/p>\n<\/p>\n

\u667a\u80fd\u4ea4\u901a\u89e3\u51b3\u65b9\u6848<\/h3>\n<\/p>\n

\u9664\u4e86\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\uff0c\u767e\u5ea6\u8fd8\u5728\u667a\u80fd\u4ea4\u901a\u9886\u57df\u8fdb\u884c\u4e86\u4e00\u7cfb\u5217\u7814\u53d1\u3002\u767e\u5ea6\u7684\u667a\u80fd\u4ea4\u901a\u89e3\u51b3\u65b9\u6848\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5bf9\u4ea4\u901a\u6d41\u91cf\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u548c\u5206\u6790\uff0c\u4f18\u5316\u4ea4\u901a\u4fe1\u53f7\u706f\u7684\u63a7\u5236\uff0c\u63d0\u5347\u4ea4\u901a\u6548\u7387\uff0c\u51cf\u5c11\u4ea4\u901a\u62e5\u5835\u3002<\/p>\n<\/p>\n

\u56db\u3001\u4e91\u8ba1\u7b97<\/strong><\/h2>\n

\u4e91\u8ba1\u7b97\u662f\u767e\u5ea6\u7684\u91cd\u8981\u4e1a\u52a1\u4e4b\u4e00\uff0c\u767e\u5ea6\u4e91\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u4e91\u8ba1\u7b97\u670d\u52a1\u3002<\/p>\n<\/p>\n

\u767e\u5ea6\u4e91<\/h3>\n<\/p>\n

\u767e\u5ea6\u4e91\u662f\u767e\u5ea6\u63d0\u4f9b\u7684\u4e91\u8ba1\u7b97\u670d\u52a1\u5e73\u53f0\uff0c\u63d0\u4f9b\u4e86\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u5e94\u7528\u670d\u52a1\u7684\u5168\u9762\u89e3\u51b3\u65b9\u6848\u3002\u767e\u5ea6\u4e91\u7684\u670d\u52a1\u5305\u62ec\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u7f51\u7edc\u3001\u5b89\u5168\u3001\u6570\u636e\u5e93\u7b49\u591a\u4e2a\u65b9\u9762\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u5b9e\u73b0\u4e1a\u52a1\u7684\u4e91\u7aef\u90e8\u7f72\u548c\u7ba1\u7406\u3002<\/p>\n<\/p>\n

\u4eba\u5de5\u667a\u80fd\u4e91\u670d\u52a1<\/h3>\n<\/p>\n

\u767e\u5ea6\u4e91\u4e0d\u4ec5\u63d0\u4f9b\u4f20\u7edf\u7684\u4e91\u8ba1\u7b97\u670d\u52a1\uff0c\u8fd8\u96c6\u6210\u4e86\u767e\u5ea6\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u6280\u672f\u6210\u679c\u3002\u901a\u8fc7\u767e\u5ea6\u4e91\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5feb\u901f\u63a5\u5165\u767e\u5ea6\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u4e1a\u52a1\u5e94\u7528\u3002\u767e\u5ea6\u4e91\u7684\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u5305\u62ec\u8bed\u97f3\u8bc6\u522b\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u6df1\u5ea6\u5b66\u4e60\u7b49\u591a\u4e2a\u65b9\u9762\uff0c\u5e2e\u52a9\u4f01\u4e1a\u63d0\u5347\u4e1a\u52a1\u6548\u7387\u548c\u7ade\u4e89\u529b\u3002<\/p>\n<\/p>\n

\u5927\u6570\u636e\u5206\u6790<\/h3>\n<\/p>\n

\u767e\u5ea6\u4e91\u8fd8\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u5927\u6570\u636e\u5206\u6790\u670d\u52a1\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5bf9\u6d77\u91cf\u6570\u636e\u8fdb\u884c\u9ad8\u6548\u5904\u7406\u548c\u5206\u6790\u3002\u901a\u8fc7\u767e\u5ea6\u4e91\u7684\u5927\u6570\u636e\u5206\u6790\u670d\u52a1\uff0c\u4f01\u4e1a\u53ef\u4ee5\u6df1\u5165\u6316\u6398\u6570\u636e\u4ef7\u503c\uff0c\u63d0\u5347\u4e1a\u52a1\u51b3\u7b56\u7684\u79d1\u5b66\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n

\u4e94\u3001\u5176\u4ed6\u6280\u672f\u7814\u53d1<\/strong><\/h2>\n

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\u589e\u5f3a\u73b0\u5b9e\u548c\u865a\u62df\u73b0\u5b9e<\/h3>\n<\/p>\n

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\u533a\u5757\u94fe\u6280\u672f<\/h3>\n<\/p>\n

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\u91cf\u5b50\u8ba1\u7b97<\/h3>\n<\/p>\n

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2. \u767e\u5ea6\u7684\u641c\u7d22\u5f15\u64ce\u6709\u54ea\u4e9b\u7279\u70b9\uff1f<\/strong>
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