{"id":19059,"date":"2021-07-27T17:25:05","date_gmt":"2021-07-27T09:25:05","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=19059"},"modified":"2021-08-16T11:21:30","modified_gmt":"2021-08-16T03:21:30","slug":"%e3%80%90ai60%e5%95%8f%e3%80%91q41%e4%bb%80%e9%ba%bc%e6%98%af%e7%a5%9e%e7%b6%93%e7%b6%b2%e8%b7%af%e7%b5%90%e6%a7%8b%e6%90%9c%e5%b0%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=19059","title":{"rendered":"\u3010AI60\u554f\u3011Q41\u4ec0\u9ebc\u662f\u795e\u7d93\u7db2\u8def\u7d50\u69cb\u641c\u5c0b\uff1f"},"content":{"rendered":"\n<p>Google\u9996\u5e2d\u57f7\u884c\u9577Sundar Pichai\uff1a\u300c\u8a2d\u8a08\u795e\u7d93\u7db2\u8def\u76f8\u7576\u8017\u6642\uff0c\u5b83\u5c0d\u5c08\u696d\u77e5\u8b58\u6709\u6975\u9ad8\u8981\u6c42\uff0c\u4f7f\u5f97\u53ea\u6709\u5c11\u6578\u79d1\u7814\u4eba\u54e1\u548c\u5de5\u7a0b\u5e2b\u624d\u80fd\u53c3\u8207\u8a2d\u8a08\u3002\u9019\u5c31\u662f\u6211\u5011\u5275\u5efaAutoML\u65b9\u6cd5\u7684\u539f\u56e0\uff0c\u6709\u4e86\u5b83\uff0c\u795e\u7d93\u7db2\u8def\u4e5f\u53ef\u4ee5\u8a2d\u8a08\u795e\u7d93\u7db2\u8def\u3002\u300d<\/p>\n\n\n\n<p>Pichai\u6240\u8aaa\u7684\u4f7f\u7528\u300c\u795e\u7d93\u7db2\u8def\u4e5f\u53ef\u4ee5\u8a2d\u8a08\u795e\u7d93\u7db2\u8def\u300d\u5c31\u662f\u795e\u7d93\u7db2\u8def\u7d50\u69cb\u641c\u5c0b\uff1b\u901a\u5e38\u4f7f\u7528\u5f37\u5316\u5b78\u7fd2\u6216\u9032\u5316\u6f14\u7b97\u6cd5\u4f86\u8a2d\u8a08\u65b0\u7684\u795e\u7d93\u7db2\u8def\u7d50\u69cb\u3002<\/p>\n\n\n\n<p>\u795e\u7d93\u7db2\u8def\u7d50\u69cb\u641c\u5c0b\u901a\u5e38\u9700\u8981\u5927\u91cf\u8a08\u7b97\u529b\uff0c\u5b83\u8b93\u6211\u5011\u80fd\u767c\u73fe\u6bd4\u4eba\u5011\u60f3\u50cf\u5f97\u8981\u8907\u96dc\u591a\u7684\u7db2\u8def\u7d50\u69cb\uff0c\u4e14\u9019\u4e9b\u7d50\u69cb\u53ef\u4ee5\u91dd\u5c0d\u7279\u5b9a\u76ee\u6a19\u4f86\u512a\u5316\u3002\u6e96\u78ba\u5730\u4f86\u8aaa\uff0c\u795e\u7d93\u7db2\u8def\u641c\u5c0b\u591a\u534a\u6d89\u53ca\u5b78\u7fd2\u50cf\u5c64\uff08\u55ae\u5143\uff09\uff0c\u5b83\u5011\u53ef\u4ee5\u7d44\u88dd\u6210\u4e00\u5806\u91cd\u8907\u7684\u55ae\u5143\u4f86\u5275\u5efa\u795e\u7d93\u7db2\u8def\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/07\/AI60\u554fQ41-1.png\" alt=\"\" class=\"wp-image-19460\" width=\"531\" height=\"302\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/07\/AI60\u554fQ41-1.png 579w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/07\/AI60\u554fQ41-1-300x170.png 300w\" sizes=\"(max-width: 531px) 100vw, 531px\" \/><\/figure><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>2017\u5e745\u6708 Google I\/O\u5927\u6703\uff0cGoogle AI\u7814\u7a76\u4eba\u54e1\u767c\u8868\u6700\u65b0\u7814\u7a76\u6210\u679c\uff0c\u4ec0\u9ebc\u662f\u6a5f\u5668\u5b78\u7fd2\u81ea\u52d5\u5efa\u6a21 AutoML\uff1f<\/p>\n\n\n\n<p>2018\u5e743\u6708 TensorFlow DevSummit \u5927\u6703\uff0cGoogle\u5927\u8166\u5718\u968a\u9818\u5c0e\u4eba Jeff Dean\u5728\u6f14\u8b1b\u4e2d\u7a31\uff0c\u5728\u672a\u4f86Google\u53ef\u80fd\u6703\u7528100\u500d\u7684\u8a08\u7b97\u80fd\u529b\u53d6\u4ee3\u6a5f\u5668\u5b78\u7fd2\u5c08\u5bb6\uff0c\u4ed6\u4e5f\u4ee5\u9700\u8981\u9f90\u5927\u8a08\u7b97\u529b\u7684\u795e\u7d93\u7db2\u8def\u7d50\u69cb\u641c\u5c0b\u4f5c\u70ba\u7bc4\u4f8b\uff0c\u8aaa\u660e\u70ba\u4ec0\u9ebc\u6211\u5011\u9700\u8981100\u500d\u7684\u8a08\u7b97\u80fd\u529b\u624d\u8b93\u66f4\u591a\u4eba\u4f7f\u7528ML\u3002<\/p>\n\n\n\n<pre class=\"wp-block-verse\">*AutoML\uff1d\u81ea\u52d5\u6a5f\u5668\u5b78\u7fd2\uff0c<br \/>\u5c08\u6ce8\u65bc\u81ea\u52d5\u5316\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09\u5de5\u4f5c\u6d41\u7a0b\u7684\u5404\u65b9\u9762\uff0c\u4ee5\u63d0\u9ad8\u6548\u7387\uff0c<br \/>\u4e26\u5e36\u4f86\u4e86\u6a5f\u5668\u5b78\u7fd2\u6c11\u4e3b\u5316\uff0c\u8b93\u975e\u5c08\u5bb6\u4e5f\u80fd\u8f15\u9b06\u5730\u5c07\u6a5f\u5668\u5b78\u7fd2\u61c9\u7528\u65bc\u4ed6\u5011\u7684\u554f\u984c\u3002 <\/pre>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u4e00\u822c\u4f86\u8aaa\uff0c\u8853\u8a9eAutoML\u7528\u5728\u63cf\u8ff0\u6a21\u578b\u9078\u64c7\u6216\u8d85\u53c3\u6578\u512a\u5316\u7684\u81ea\u52d5\u5316\u65b9\u6cd5\uff0c\u9019\u4e9b\u65b9\u6cd5\u9069\u7528\u5728\u8a31\u591a\u985e\u578b\u7684\u6f14\u7b97\u6cd5\uff0c\u4f8b\u5982\uff1a\u96a8\u6a5f\u68ee\u6797\u3001\u68af\u5ea6\u63d0\u5347\u6a5f\u5668\uff08gradient boosting machines\uff09\u3001\u795e\u7d93\u7db2\u8def&#8230;\u7b49\u3002<\/p>\n\n\n\n<p>AutoML\u9818\u57df\u5305\u542b\uff1a\u958b\u6e90AutoML\u5eab\u3001\u7814\u8a0e\u6703\u3001\u7814\u7a76\u3001\u6bd4\u8cfd\u3002\u521d\u5b78\u8005\u5e38\u5e38\u5728\u7232\u6a21\u578b\u6e2c\u8a66\u4e0d\u540c\u7684\u8d85\u53c3\u6578\u6642\uff0c\u901a\u5e38\u53ea\u9760\u731c\u6e2c\uff0c\u800c\u9019\u90e8\u5206\u904e\u7a0b\u7684\u81ea\u52d5\u5316\uff0c\u53ef\u8b93\u6a5f\u5668\u5b78\u7fd2\u8b8a\u5f97\u66f4\u5bb9\u6613\u3002\u5373\u4f7f\u662f\u5c0d\u7d93\u9a57\u8c50\u5bcc\u7684\u6a5f\u5668\u5b78\u7fd2\u5c08\u5bb6\u4f86\u8aaa\uff0c\u9019\u500b\u81ea\u52d5\u5316\u904e\u7a0b\u4e5f\u53ef\u4ee5\u52a0\u5feb\u4ed6\u5011\u7684\u901f\u5ea6\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u795e\u7d93\u7db2\u8def\u7d50\u69cb\u641c\u5c0b\u662fAutoML\u9818\u57df\u7684\u4e00\u90e8\u5206\uff0c\u6700\u6838\u5fc3\u554f\u984c\u662f\uff1a\u8a72\u5982\u4f55\u5c07\u6a21\u578b\u9078\u64c7\u548c\u8d85\u53c3\u6578\u512a\u5316\u904e\u7a0b\u81ea\u52d5\u5316\uff1f\u7136\u800c\uff0c\u81ea\u52d5\u5316\u5ffd\u8996\u4e86\u4eba\u985e\u53c3\u8207\u7684\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n\n\n\n<p>\u4f46\u662f\uff0c\u9078\u64c7\u6a21\u578b\u53ea\u662f\u69cb\u5efa\u6a5f\u5668\u5b78\u7fd2\u7523\u54c1\u8907\u96dc\u904e\u7a0b\u4e2d\u7684\u4e00\u90e8\u5206\u3002\u5728\u5927\u591a\u6578\u60c5\u6cc1\u4e0b\uff0c\u7db2\u8def\u7d50\u69cb\u9078\u64c7\u4e26\u4e0d\u662f\u6700\u91cd\u8981\u7684\u554f\u984c\u3002\u76ee\u524d\u6c92\u6709\u8b49\u64da\u80fd\u5920\u8b49\u660e\u6bcf\u500b\u554f\u984c\u6700\u597d\u7528\u5b83\u81ea\u5df1\u7368\u7279\u7684\u7db2\u8def\u7d50\u69cb\u4f86\u5efa\u6a21\uff0c\u5927\u591a\u6578\u696d\u8005\u90fd\u8a8d\u7232\u4e0d\u592a\u53ef\u80fd\u6703\u51fa\u73fe\u9019\u7a2e\u60c5\u6cc1\u3002<\/p>\n\n\n\n<p>Google\u81f4\u529b\u65bc\u7db2\u8def\u7d50\u69cb\u8a2d\u8a08\uff0c\u4e26\u8207\u5176\u4ed6\u4eba\u5171\u7528\u4ed6\u5011\u767c\u73fe\u7684\u7db2\u8def\u7d50\u69cb\uff0c\u9019\u6a23\u7684\u670d\u52d9\u662f\u91cd\u8981\u4e14\u6709\u7528\u7684\u3002 \u7136\u800c\uff0c\u53ea\u6709\u90a3\u4e9b\u81f4\u529b\u65bc\u57fa\u790e\u795e\u7d93\u7d50\u69cb\u8a2d\u8a08\u7684\u5c0f\u90e8\u5206\u7814\u7a76\u4eba\u54e1\u624d\u9700\u8981\u57fa\u790e\u67b6\u69cb\u641c\u5c0b\u65b9\u6cd5\uff0c\u6211\u5011\u5176\u4ed6\u4eba\u53ef\u4ee5\u900f\u904e\u9077\u79fb\u5b78\u7fd2\u4f86\u5229\u7528\u4ed6\u5011\u627e\u5230\u7684\u7db2\u8def\u7d50\u69cb\u3002<\/p>\n\n\n\n<p>\u3010\u76f8\u95dc\u8ab2\u7a0b\u3011<a rel=\"noreferrer noopener\" aria-label=\"\u6a5f\u5668\u5b78\u7fd2\u5be6\u6230-\u5f71\u50cf\u8655\u7406\u7bc7 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\" href=\"https:\/\/www.tibame.com\/course\/843\" target=\"_blank\">\u6a5f\u5668\u5b78\u7fd2\u5be6\u6230-\u5f71\u50cf\u8655\u7406\u7bc7<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-verse\"><strong>*\u53c3\u6578 \u8207 \u8d85\u53c3\u6578\uff1f<\/strong><br \/><br \/>\u53c3\u6578\uff1a\u5c31\u662f\u6a21\u578b\u53ef\u4ee5\u3002\u6bd4\u5982\uff1a\u6df1\u5ea6\u5b78\u7fd2\u7684\u6b0a\u91cd\u3001\u504f\u5dee...\u7b49<br \/><br \/>\u8d85\u53c3\u6578\uff1a\u7528\u4f86\u78ba\u5b9a\u6a21\u578b\u7684\u4e00\u4e9b\u53c3\u6578\uff0c\u8d85\u53c3\u6578\u4e0d\u540c\uff0c\u6a21\u578b\u662f\u4e0d\u540c\u7684<br \/>\uff08\u9019\u500b\u6a21\u578b\u4e0d\u540c\u7684\u610f\u601d\u5c31\u662f\u6709\u5fae\u5c0f\u7684\u5340\u5225\uff0c<br \/>\u6bd4\u5982\u5047\u8a2d\u90fd\u662fCNN\u6a21\u578b\uff0c<br \/>\u82e5\u5c64\u6578\u4e0d\u540c\uff0c\u6a21\u578b\u4e0d\u4e00\u6a23\uff0c\u96d6\u7136\u90fd\u662fCNN\u6a21\u578b)\uff0c<br \/>\u8d85\u53c3\u6578\u4e00\u822c\u5c31\u662f\u5728\u6df1\u5ea6\u5b78\u7fd2\u4e2d\uff0c<br \/>\u8d85\u53c3\u6578\u6709\uff1a\u5b78\u7fd2\u901f\u7387\u3001\u8fed\u4ee3\u6b21\u6578\u3001\u5c64\u6578\u3001\u6bcf\u5c64\u795e\u7d93\u5143\u7684\u500b\u6578...\u7b49\u7b49\u3002<\/pre>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">\u4eba\u985e\u548c\u96fb\u8166\u8a72\u5982\u4f55\u5408\u4f5c\uff0c\u80fd\u4f7f\u6a5f\u5668\u5b78\u7fd2\u6548\u7387\u66f4\u9ad8\uff1f<\/h4>\n\n\n\n<p>\u589e\u5f37\u6a5f\u5668\u7684\u91cd\u9ede\u5728\u65bc\u5f04\u6e05\u695a\u4eba\u548c\u6a5f\u5668\u8a72\u5982\u4f55\u66f4\u597d\u5730\u5408\u4f5c\uff0c\u4f86\u767c\u63ee\u4ed6\u5011\u7684\u4e0d\u540c\u512a\u52e2\u3002<\/p>\n\n\n\n<p>\u8209\u4e00\u500b\u589e\u5f37\u6a5f\u5668\u5b78\u7fd2\u7684\u4f8b\u5b50\uff0cLeslie Smith\u7684\u5b78\u7fd2\u7387\u67e5\u8a62\u5668\u3002<\/p>\n\n\n\n<p>\u5b83\u53ef\u4ee5\u5728Fastai \u5eab\uff08\u5728PyTorch\u4e4b\u4e0a\u904b\u884c\u7684\u9ad8\u7d1aAPI\uff09\u4e2d\u5be6\u73fe\u3002\u5b78\u7fd2\u7387\u662f\u4e00\u500b\u8d85\u53c3\u6578\uff0c\u53ef\u4ee5\u78ba\u5b9a\u6a21\u578b\u8a13\u7df4\u7684\u901f\u5ea6\uff0c\u751a\u81f3\u53ef\u4ee5\u78ba\u5b9a\u6a21\u578b\u662f\u5426\u8a13\u7df4\u6210\u529f\u3002\u5b78\u7fd2\u901f\u7387\u67e5\u8a62\u5668\u5141\u8a31\u4eba\u985e\u900f\u904e\u67e5\u770b\u751f\u6210\u7684\u5716\u8868\u4e2d\uff0c\u627e\u5230\u5408\u9069\u7684\u5b78\u7fd2\u901f\u7387\u3002\u5b83\u6bd4AutoML\u66f4\u5feb\u5730\u89e3\u6c7a\u4e86\u9019\u4e00\u554f\u984c\uff0c\u589e\u5f37\u8cc7\u6599\u79d1\u5b78\u5bb6\u5c0d\u8a13\u7df4\u904e\u7a0b\u7684\u7406\u89e3\uff0c\u4e26\u9f13\u52f5\u63a1\u7528\u66f4\u5f37\u5927\u7684\u591a\u6b65\u9a5f\u65b9\u6cd5\u4f86\u8a13\u7df4\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u5c08\u6ce8\u5728\u81ea\u52d5\u5316\u8d85\u53c3\u6578\u9078\u64c7\u5b58\u5728\u7684\u53e6\u4e00\u500b\u554f\u984c\u662f\uff1a\u5b83\u5ffd\u8996\u4e86\u67d0\u4e9b\u985e\u578b\u7684\u6a21\u578b\u53ef\u80fd\u9069\u7528\u6027\u66f4\u5ee3\uff0c\u9700\u8981\u8abf\u6574\u7684\u8d85\u53c3\u6578\u66f4\u5c11\u4ee5\u53ca\u5c0d\u8d85\u53c3\u6578\u9078\u64c7\u4e0d\u592a\u654f\u611f\u7684\u60c5\u6cc1\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff1a\u96a8\u6a5f\u68ee\u6797\u512a\u65bc\u68af\u5ea6\u63d0\u5347\u6a5f\u5668\uff08Grandient Boosting Machine, GBM\uff09\u7684\u91cd\u8981\u4e00\u9ede\u662f\u96a8\u6a5f\u68ee\u6797\u66f4\u52a0\u7a69\u5b9a\uff0c\u800cGBM\u5c0d\u8d85\u53c3\u6578\u7684\u5fae\u5c0f\u8b8a\u5316\u76f8\u7576\u654f\u611f\u3002\u56e0\u6b64\uff0c\u96a8\u6a5f\u68ee\u6797\u5728\u696d\u5167\u5f97\u5230\u5ee3\u6cdb\u61c9\u7528\u3002\u7814\u7a76\u6709\u6548\u522a\u9664\u8d85\u53c3\u6578\u7684\u65b9\u6cd5\uff08\u900f\u904e\u66f4\u667a\u6167\u7684\u9810\u8a2d\u503c\u6216\u65b0\u6a21\u578b\uff09\u5c07\u7523\u751f\u5de8\u5927\u7684\u5f71\u97ff\u3002<\/p>\n\n\n\n<p>\u3010\u76f8\u95dc\u8ab2\u7a0b\u3011<a href=\"https:\/\/www.tibame.com\/course\/1442\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u8f15\u9b06\u638c\u63e1\u8cc7\u6599\u79d1\u5b78\u5be6\u4f5c 10 \u5927\u6280\u5de7 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">\u8f15\u9b06\u638c\u63e1\u8cc7\u6599\u79d1\u5b78\u5be6\u4f5c 10 \u5927\u6280\u5de7<\/a><\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u60f3\u6210\u70ba\u722c\u87f2\u5de5\u7a0b\u5e2b \u3001\u8cc7\u6599\u5206\u6790\u5e2b \u3001\u8cc7\u6599\u5de5\u7a0b\u5e2b \u3001\u8cc7\u6599\u5206\u6790\u9818\u57df\u5c08\u5bb6 \u3001\u4eba\u5de5\u667a\u6167\u7522\u54c1\u7d93\u7406\u55ce\uff1f\u9084\u662f\u4f60\u7684\u516c\u53f8\u6b63\u9700\u8981\u57f9\u990a\u6b64\u9818\u57df\u4eba\u624d\u5462\uff1f<\/p>\n\n\n\n<p>\u9ede\u6211\u4e86\u89e3 AI\u8cc7\u6599\u79d1\u5b78\u5bb6-\u4e09\u968e\u6bb5\u5168\u65b9\u4f4d\u5b78\u7a0b\u73ed &#x1f449; <a href=\"https:\/\/www.tibame.com\/eventpage\/ai_datascientist\">https:\/\/www.tibame.com\/eventpage\/ai_datascientist&nbsp;<\/a><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><a href=\"https:\/\/www.tibame.com\/eventpage\/ai_datascientist\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/05\/19201080-1024x576.png\" alt=\"AI\u8cc7\u6599\u79d1\u5b78\u5bb6-\u4e09\u968e\u6bb5\u5168\u65b9\u4f4d\u5b78\u7a0b\u73ed\" class=\"wp-image-18807\" width=\"512\" height=\"288\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1024x576.png 1024w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-300x169.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-768x432.png 768w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1920x1080.png 1920w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-1170x658.png 1170w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080-585x329.png 585w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/05\/19201080.png 1921w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/a><figcaption><a href=\"https:\/\/www.tibame.com\/eventpage\/ai_datascientist\" target=\"_blank\" rel=\"noreferrer noopener\" 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href=\"https:\/\/blog.csdn.net\/UESTC_C2_403\/article\/details\/77428736\">\u53c3\u6578(parameters)\u548c\u8d85\u53c3\u6578(hyperparameters)<\/a><\/li><li><a href=\"https:\/\/buzzorange.com\/techorange\/2018\/04\/20\/jeff-dean-doesnt-need-ai\/\">Google AI \u90e8\u9580\u65b0\u638c\u9580\u4eba Jeff Dean\uff1a\u8070\u660e\u5230\u667a\u5546\u6253\u6557 AI \u7684\u7537\u4eba<\/a><\/li><li><a href=\"https:\/\/buzzorange.com\/techorange\/2018\/08\/29\/jeff-dean-in-the-house\/\">AI \u8ad6\u6587\u53ea\u5beb 8 \u9801\u5c31\u5f97\u4e86\u5e74\u5ea6\u6700\u4f73\u734e\uff0cGoogle \u5927\u8166\u5718\u968a\u9818\u5c0e\u4eba&nbsp;Jeff Dean \u5230\u5e95\u6709\u591a\u5f37\uff1f<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Google\u9996\u5e2d\u57f7\u884c\u9577Sundar 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