{"id":50331,"date":"2023-10-30T16:06:22","date_gmt":"2023-03-26T19:11:59","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%95%b0%e6%8d%ae%e5%ba%93%e5%88%9d%e5%88%9b\/"},"modified":"2024-05-04T06:43:57","modified_gmt":"2024-05-03T22:43:57","slug":"%e6%95%b0%e6%8d%ae%e5%ba%93%e5%88%9d%e5%88%9b","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%95%b0%e6%8d%ae%e5%ba%93%e5%88%9d%e5%88%9b\/","title":{"rendered":"\u6570\u636e\u5e93\u521d\u521b"},"content":{"rendered":"<p>\u50cfTensorFlow\u8fd9\u6837\u7684\u673a\u5668\u5b66\u4e60\u9700\u8981\u6570\u636e\u5e93\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u7136\u800c\uff0c\u7531\u4e8e\u6211\u5bf9\u8fd9\u4e2a\u6570\u636e\u5e93\u7684\u77e5\u8bc6\u5b8c\u5168\u662f\u96f6\uff0c\u6240\u4ee5\u6211\u5148\u7b80\u8981\u603b\u7ed3\u4e86\u4ece\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf(RDBMS)\u5230\u65b0\u578bSQL(NewSQL)\u7684\u521d\u5b66\u8005\u77e5\u8bc6\u3002\u5bf9\u4e8e\u90a3\u4e9b\u6d89\u53ca\u6570\u636e\u5e93\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u4e9b\u5185\u5bb9\u662f\u663e\u800c\u6613\u89c1\u7684\u3002<\/p>\n<h1>\u5173\u7cfb\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf<\/h1>\n<p>RDBMS\uff08\u5173\u7cfb\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff09\u662f\u4e00\u79cd\u4e13\u95e8\u7528\u4e8e\u7ba1\u7406\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff08\u5982MySQL\uff09\u7684\u8f6f\u4ef6\u3002\u5173\u7cfb\u578b\u6570\u636e\u5e93\u5c06\u6570\u636e\u4ee5\u4e8c\u7ef4\u8868\u683c\uff08\u8868\uff09\u7684\u5f62\u5f0f\u8868\u793a\uff0c\u7531\u201c\u884c\u201d\u548c\u201c\u5217\u201d\u7ec4\u6210\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u591a\u4e2a\u8868\u4e4b\u95f4\u901a\u8fc7\u5173\u8054\uff08\u5173\u7cfb\uff09\u6765\u8fde\u63a5\u6570\u636e\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">MySQL<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">PostgreSQL<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">MariaDB<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Oracle Databasr<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">SQL Server<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">DB2<\/ul>\n<p>\u53e6\u5916\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528\u4e00\u79cd\u88ab\u79f0\u4e3a\u901a\u7528\u4e14\u529f\u80fd\u5f3a\u5927\u7684SQL\u8bed\u8a00\uff0c\u5177\u5907ACID\u4e8b\u52a1\u7279\u6027\u3002ACID\u6765\u6e90\u4e8e\u4ee5\u4e0b\u56db\u4e2a\u5355\u8bcd\u7684\u9996\u5b57\u6bcd\u7f29\u5199\uff0c\u4fdd\u8bc1\u4e86\u6570\u636e\u5728\u4efb\u4f55\u65f6\u95f4\u70b9\u90fd\u5fc5\u5b9a\u662f\u6b63\u786e\u7684\u3002\u5bf9\u4e8e\u91d1\u878d\u7cfb\u7edf\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u5fc5\u4e0d\u53ef\u5c11\u7684\u7279\u6027\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u539f\u5b50\u6027\uff08atomicity\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u4e00\u8cab\u6027\uff08consistency\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u72ec\u7acb\u6027\uff08isolation\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u6c38\u7d9a\u6027\uff08durability\uff09<\/ul>\n<p>\u7136\u800c\uff0c\u5173\u7cfb\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf (RDBMS) \u4e0d\u5bb9\u6613\u8fdb\u884c\u6a2a\u5411\u6269\u5c55\uff0c\u4ece\u800c\u5bfc\u81f4\u6210\u672c\u589e\u9ad8\u7684\u95ee\u9898\u3002\u901a\u5e38\uff0c\u4e3a\u4e86\u63d0\u9ad8\u6027\u80fd\uff0c\u6709\u4e24\u79cd\u65b9\u6cd5\u53ef\u4f9b\u9009\u62e9\uff1a\u7eb5\u5411\u6269\u5c55\u548c\u6a2a\u5411\u6269\u5c55\u3002\u7eb5\u5411\u6269\u5c55\u662f\u901a\u8fc7\u63d0\u5347\u8ba1\u7b97\u673a\u786c\u4ef6\u6027\u80fd\u6765\u5b9e\u73b0\u7684\uff0c\u6210\u672c\u8f83\u9ad8\u3002\u800c\u6a2a\u5411\u6269\u5c55\u662f\u901a\u8fc7\u4f7f\u7528\u96c6\u7fa4\u6216\u5927\u91cf\u5ec9\u4ef7\u7684\u4e2a\u4eba\u8ba1\u7b97\u673a\u8fdb\u884c\u5206\u5e03\u5f0f\u5904\u7406\uff0c\u5c3d\u7ba1\u6548\u7387\u8f83\u4f4e\uff0c\u4f46\u6269\u5c55\u6027\u5f3a\u4e14\u6210\u672c\u8f83\u4f4e\u3002\u6a2a\u5411\u6269\u5c55\u7684\u96be\u70b9\u5728\u4e8e\u5904\u7406\u5927\u6570\u636e\u65f6\u6210\u672c\u975e\u5e38\u9ad8\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4e3a\u4e86ACID\uff0c\u5bf9\u4e8e\u6267\u884c\u4e00\u9879\u8fdb\u7a0b\u6216\u4e8b\u52a1\u7684\u6570\u636e\u8fdb\u884c\u6392\u4ed6\u5904\u7406\uff0c\u5e76\u5177\u6709\u56de\u9000\u548c\u5411\u524d\u56de\u6eda\u529f\u80fd\uff0c\u4f46\u8fd9\u4e9b\u529f\u80fd\u4e5f\u4f1a\u5bfc\u81f4\u5f00\u9500\u589e\u52a0\u3002\u6b64\u5916\uff0c\u5173\u7cfb\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u4e5f\u5b58\u5728\u4e0d\u9002\u7528\u4e8e\u975e\u7ed3\u6784\u5316\u6570\u636e\uff08\u5982\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u7b49\uff09\u7684\u7f3a\u70b9\u3002<\/p>\n<h1>\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93<\/h1>\n<p>\u4e8e\u662f\uff0cNoSQL\uff08\u4e0d\u4ec5\u4ec5\u662fSQL\uff09\u5e94\u8fd0\u800c\u751f\u3002NoSQL\u5177\u6709\u6613\u4e8e\u6269\u5c55\u3001\u5feb\u901f\u7684\u6570\u636e\u8bbf\u95ee\u548c\u65e0\u6a21\u5f0f\u7b49\u7279\u70b9\uff0c\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u56db\u4e2a\u7c7b\u522b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u578b(KVS)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30ef\u30a4\u30c9\u30ab\u30e9\u30e0\u30b9\u30c8\u30a2\u578b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u578b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u30b0\u30e9\u30d5\u578b<\/ul>\n<p>\u9996\u5148\uff0c\u5173\u4e8e\u952e\u503c\u578b\u6570\u636e\u5e93\uff0c\u53ef\u4ee5\u8bf4\u5b83\u5c5e\u4e8e\u952e\u503c\u578b\u7684\u57fa\u672c\u90e8\u5206\uff0c\u56e0\u4e3a\u8bb8\u591aNoSQL\u6570\u636e\u5e93\u90fd\u5177\u6709\u952e\uff08key\uff09\u7684\u7279\u6027\u3002\u6570\u636e\u7684\u7ba1\u7406\u548c\u8bbf\u95ee\u662f\u901a\u8fc7\u952e\u6765\u8fdb\u884c\u7684\uff0c\u5e76\u4e14\u6bcf\u4e2a\u952e\u90fd\u5bf9\u5e94\u4e00\u4e2a\u503c\u3002\u5b83\u5177\u6709\u5feb\u901f\u7684\u6027\u80fd\u548c\u53ef\u8fdb\u884c\u6570\u636e\u5206\u5e03\u7684\u80fd\u529b\uff0c\u56e0\u6b64\u5177\u6709\u826f\u597d\u7684\u6269\u5c55\u6027\u3002\u7279\u522b\u662f\u5728\u8bfb\u53d6\u6570\u636e\u65b9\u9762\uff0c\u6bd4\u5173\u7cfb\u578b\u6570\u636e\u5e93\u66f4\u5feb\u3002\u4f8b\u5982\uff0cokuyama\u3001Riak\u3001memcached\u3001Redis\u7b49\u662f\u4e00\u4e9b\u952e\u503c\u578b\u6570\u636e\u5e93\u3002<\/p>\n<p>\u5bbd\u5217\u5b58\u50a8\u7c7b\u578b\u6709\u65f6\u4e5f\u88ab\u79f0\u4e3a\u5217\u5bfc\u5411\u5b58\u50a8\uff0c\u6570\u636e\u4ee5\u8bb0\u5f55\uff08\u884c\uff09\u7684\u65b9\u5f0f\u8fdb\u884c\u7ba1\u7406\uff0c\u7c7b\u4f3c\u4e8eRDB\u3002\u8bbf\u95ee\u662f\u57fa\u4e8e\u952e\u7684\uff0c\u7c7b\u4f3c\u4e8e\u952e\u503c\u5b58\u50a8\uff0c\u4ee5\u5217\u4e3a\u5355\u4f4d\u8fdb\u884c\u8bbf\u95ee\uff0c\u5e76\u4e14\u53ef\u4ee5\u5177\u6709\u591a\u4e2a\u5217\u3002\u6709\u4e9b\u5217\u53ef\u4ee5\u5177\u6709\u5d4c\u5957\u7ed3\u6784\u3002\u6b64\u5916\uff0c\u6709\u4e9b\u9700\u8981\u5b9a\u4e49\u8868\u683c\u548c\u5217\u7684\u6a21\u5f0f\u3002\u4e0e\u952e\u503c\u578b\u76f8\u6bd4\uff0c\u5b83\u64c5\u957f\u641c\u7d22\u548c\u805a\u5408\u5904\u7406\uff0c\u5e76\u4e14\u88ab\u8ba4\u4e3a\u9002\u7528\u4e8e\u65e5\u5fd7\u6570\u636e\u5206\u6790\u7b49\u7528\u9014\u3002Cassandra\u3001HBase\u548cHypertable\u7b49\u662f\u5bbd\u5217\u5b58\u50a8\u7684\u4f8b\u5b50\u3002<\/p>\n<p>\u6587\u6863\u578b\u7684\u6570\u636e\u5b58\u50a8\u65b9\u5f0f\u5e76\u975e\u57fa\u4e8e\u952e\u503c\uff0c\u800c\u662f\u4ee5\u66f4\u590d\u6742\u7684\u6587\u6863\u5f62\u5f0f\u8fdb\u884c\u5b58\u50a8\u3002\u53ef\u4ee5\u4f7f\u7528\u8bf8\u5982JSON\u548cXML\u7b49\u6570\u636e\u63cf\u8ff0\u683c\u5f0f\u8fdb\u884c\u5904\u7406\u3002\u7279\u522b\u662f\u5728\u5904\u7406\u590d\u6742\u6570\u636e\u7ed3\u6784\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u53ef\u4ee5\u9ad8\u6548\u7075\u6d3b\u5730\u8fdb\u884c\u5f00\u53d1\uff0c\u5e76\u53ef\u5e94\u7528\u4e8e\u65e5\u5fd7\u5206\u6790\u3001Web\u7cfb\u7edf\u3001\u5728\u7ebf\u6e38\u620f\u7b49\u3002MongoDB\u548cCouchDB\u7b49\u662f\u5176\u4e2d\u7684\u4f8b\u5b50\u3002<\/p>\n<p>\u56fe\u5f62\u7c7b\u578b\u662f\u6839\u636e\u56fe\u8bba\u6784\u5efa\u7684\uff0c\u7531\u76f8\u4e92\u8fde\u63a5\u7684\u5143\u7d20\u7ec4\u6210\uff0c\u8bbe\u8ba1\u7528\u4e8e\u8868\u793a\u4efb\u610f\u6570\u76ee\u7684\u5173\u8054\u6570\u636e\u4e4b\u95f4\u5173\u7cfb\u7684\u9002\u5f53\u6570\u636e\u3002\u56fe\u5f62\u7c7b\u578b\u88ab\u7528\u4e8eFacebook\u7b49\u5e73\u53f0\u4e0a\u3002\u56fe\u5f62\u6570\u636e\u5e93\u662f\u4e3a\u4e86\u5bf9\u6570\u636e\u5173\u7cfb\u5efa\u6a21\u548c\u63a2\u7d22\u800c\u521b\u5efa\u7684\uff0c\u8fd9\u5728\u4f20\u7edf\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u5982\u679c\u5c06\u6570\u636e\u5b58\u50a8\u5728\u56fe\u5f62\u7c7b\u578b\u4e2d\uff0c\u4e0e\u5173\u7cfb\u578b\u6570\u636e\u5e93\u76f8\u6bd4\uff0c\u53ef\u4ee5\u5feb\u901f\u8fdb\u884c\u6a2a\u5411\u641c\u7d22\u3002\u56fe\u5f62\u6570\u636e\u5e93\u7684\u4e00\u4e2a\u4f8b\u5b50\u662fNeo4j\u3002<\/p>\n<h2>CAP\u5b9a\u7406\u662f\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u6982\u5ff5\u3002\u5b83\u6307\u51fa\uff0c\u5728\u4e00\u4e2a\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u65e0\u6cd5\u540c\u65f6\u6ee1\u8db3\u4e00\u81f4\u6027\uff08Consistency\uff09\u3001\u53ef\u7528\u6027\uff08Availability\uff09\u548c\u5206\u533a\u5bb9\u5fcd\u6027\uff08Partition tolerance\uff09\u8fd9\u4e09\u4e2a\u5c5e\u6027\u3002<\/h2>\n<p>\u8fd9\u4e9bNoSQL\u6570\u636e\u5e93\u6ca1\u6709ACID\u5c5e\u6027\uff0c\u800c\u662f\u5177\u6709\u88ab\u79f0\u4e3aBASE\u7684\u7279\u6027\uff0c\u7531\u4ee5\u4e0b\u4e09\u4e2a\u5173\u952e\u8bcd\u7ec4\u6210\u3002\u901a\u8fc7\u727a\u7272\u4e25\u683c\u7684\u4e00\u81f4\u6027\u548c\u5373\u65f6\u53cd\u6620\uff0c\u83b7\u5f97\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Basically Available(\u57fa\u672c\u7684\u306b\u5229\u7528\u53ef\u80fd)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Soft-state(\u72b6\u614b\u306e\u53b3\u5bc6\u6027\u3092\u8ffd\u6c42\u3057\u306a\u3044)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Eventually consistent(\u6700\u7d42\u7684\u306b\u4e00\u8cab\u6027\u304c\u4fdd\u305f\u308c\u308c\u3070\u3088\u3044)<\/ul>\n<p>\u6b64\u5916\uff0c\u6839\u636eCAP\u5b9a\u7406\uff0c\u8bb8\u591a\u6570\u636e\u5e93\u88ab\u5206\u4e3a\u51e0\u7c7b\uff0c\u9664\u4e86\u5355\u673a\u4f7f\u7528\u5916\uff0c\u57fa\u672c\u4e0a\u53ea\u80fd\u6ee1\u8db3\u4ee5\u4e0b\u4e09\u4e2a\u529f\u80fd\u4e2d\u7684\u4e24\u4e2a\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Consistency\uff08\u4e00\u8cab\u6027\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Availability\uff08\u53ef\u7528\u6027\uff09<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Partition-tolerance\uff08\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u65ad\u8010\u6027\uff09<\/ul>\n<p>\u4f8b\u5982\uff0cCassandra\u6ce8\u91cd\u53ef\u7528\u6027\u548c\u5206\u533a\u5bb9\u5fcd\u6027\uff08AP\uff09\uff0c\u800cMongoDB\u6ce8\u91cd\u4e00\u81f4\u6027\u548c\u5206\u533a\u5bb9\u5fcd\u6027\uff08CP\uff09\u3002MySQL\u4e5f\u5c5e\u4e8e\u4e00\u81f4\u6027\u548c\u5206\u533a\u5bb9\u5fcd\u6027\uff08CP\uff09\u3002<\/p>\n<h1>\u65b0SQL<\/h1>\n<p>\u51fa\u4e8e\u5bf9\u5177\u6709NoSQL\u7684\u53ef\u6269\u5c55\u6027\u548cACID\u7279\u6027\u7684\u9700\u6c42\uff0cNewSQL\u5e94\u8fd0\u800c\u751f\u3002\u5df2\u7ecf\u6709\u8bb8\u591a\u4ea7\u54c1\u9762\u4e16\uff0c\u65e2\u5177\u5907\u53ef\u6269\u5c55\u6027\u548cACID\u7279\u6027\uff0c\u53c8\u80fd\u50cf\u5173\u7cfb\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff08RDBMS\uff09\u4e00\u6837\u4f7f\u7528SQL\u8bed\u8a00\u3002VoltDB\u56e0\u88ab\u9009\u7528\u4e3aAKB48\u603b\u9009\u4e3e\u7684\u5e73\u53f0\u800c\u6210\u4e3a\u8f70\u52a8\u8bdd\u9898\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">VoltDB<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">ScaleDB<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">NuoDB<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Clustrix<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">FoundationDB<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">CockroachDB<\/ul>\n<p>\u53e6\u5916\uff0c\u73b0\u5728\u5df2\u7ecf\u51fa\u73b0\u4e86\u5c06NoSQL\u529f\u80fd\u6269\u5c55\u5230\u5173\u7cfb\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff08RDBMS\uff09\u4e2d\u7684\u6848\u4f8b\uff0c\u6bd4\u5982MySQL\uff0c\u4f7f\u5f97RDBMS\u548cNewSQL\u4e4b\u95f4\u7684\u8fb9\u754c\u9010\u6e10\u6d88\u5931\u3002<\/p>\n<h1>\u8bf7\u53c2\u7167\u3002<\/h1>\n<p>\u6570\u636e\u5e93\u7684\u57fa\u672c\u6982\u5ff5\u4e0e\u6700\u65b0\u53d1\u5c55\u52a8\u5411<br \/>\n\u516c\u53f8\u3001\u6570\u636e\u5b58\u50a8\u4e0e\u6211<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u50cfTensorFlow\u8fd9\u6837\u7684\u673a\u5668\u5b66\u4e60\u9700\u8981\u6570\u636e\u5e93\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u7136\u800c\uff0c\u7531\u4e8e\u6211\u5bf9\u8fd9\u4e2a\u6570\u636e\u5e93\u7684\u77e5\u8bc6\u5b8c\u5168\u662f\u96f6\uff0c\u6240\u4ee5\u6211\u5148\u7b80 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-50331","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6570\u636e\u5e93\u521d\u521b - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u6570\u636e\u5e93\u521d\u521b\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6570\u636e\u5e93\u521d\u521b\" \/>\n<meta property=\"og:description\" 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