{"id":26337,"date":"2026-07-09T13:40:08","date_gmt":"2026-07-09T05:40:08","guid":{"rendered":"https:\/\/openhub365.cn\/?p=26337"},"modified":"2026-07-14T10:02:33","modified_gmt":"2026-07-14T02:02:33","slug":"4-%e8%80%83%e7%a0%94%e8%8b%b1%e8%af%ad%ef%bc%9a%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%8e%e7%ae%97%e6%b3%95%e6%8a%80%e6%9c%af","status":"publish","type":"post","link":"https:\/\/openhub365.cn\/index.php\/2026\/07\/09\/4-%e8%80%83%e7%a0%94%e8%8b%b1%e8%af%ad%ef%bc%9a%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e4%b8%8e%e7%ae%97%e6%b3%95%e6%8a%80%e6%9c%af\/","title":{"rendered":"4.\u8003\u7814\u82f1\u8bed\uff1a\u4eba\u5de5\u667a\u80fd\u4e0e\u7b97\u6cd5\u6280\u672f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4e86\u89e3\u66f4\u591a<a href=\"https:\/\/openhub365.cn\/index.php\/2026\/07\/04\/%e9%9b%85%e6%80%9d%ef%bc%9a%e8%87%aa%e7%84%b6%e8%b5%84%e6%ba%90%e4%b8%8e%e6%96%b0%e8%83%bd%e6%ba%90%e7%b1%bb%e8%af%8d%e6%b1%87%e7%9b%ae%e5%bd%95\/\" data-type=\"post\" data-id=\"23298\">\u96c5\u601d\uff1a\u81ea\u7136\u8d44\u6e90\u4e0e\u65b0\u80fd\u6e90\u7c7b\u8bcd\u6c47\u76ee\u5f55<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">151.&nbsp;slot \/sl\u0252t\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u69fd\u4f4d\uff1b\u5b57\u7b26\u5360\u4f4d\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u72ed\u7f1d\uff0c\u7a7a\u4f4d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u5927\u6a21\u578b\u6587\u672c\u5206\u8bcd\u5360\u4f4d\u69fd\u4f4d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe model fills each slot with corresponding semantic words.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6a21\u578b\u4e3a\u6bcf\u4e2a\u69fd\u4f4d\u586b\u5145\u5bf9\u5e94\u8bed\u4e49\u8bcd\u6c47\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">152.&nbsp;modality \/m\u0259\u028a\u02c8d\u00e6l\u0259ti\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u6a21\u6001\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u65b9\u5f0f\uff0c\u5f62\u5f0f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u56fe\u50cf\u3001\u8bed\u97f3\u3001\u6587\u672c\u591a\u6a21\u6001\u6570\u636e\u7c7b\u578b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aMulti-modality models process cross-type information simultaneously.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u591a\u6a21\u6001\u6a21\u578b\u540c\u6b65\u5904\u7406\u8de8\u7c7b\u578b\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">153.&nbsp;batch \/b\u00e6t\u0283\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u6279\u6b21\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u4e00\u6279\u8d27\u7269<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u6a21\u578b\u6279\u91cf\u8bad\u7ec3\u6570\u636e\u96c6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe machine reads data in small batches to save memory.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u8bbe\u5907\u5206\u5c0f\u6279\u6b21\u8bfb\u53d6\u6570\u636e\u4ee5\u8282\u7701\u5185\u5b58\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">154.&nbsp;static \/\u02c8st\u00e6t\u026ak\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u9759\u6001\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u9759\u6b62\u4e0d\u52a8\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u56fa\u5b9a\u4e0d\u53d8\u7684\u9759\u6001\u6570\u636e\u96c6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aStatic training sets cannot adapt to real-time changing scenes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u9759\u6001\u8bad\u7ec3\u96c6\u65e0\u6cd5\u9002\u914d\u5b9e\u65f6\u53d8\u5316\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">155.&nbsp;dynamic \/da\u026a\u02c8n\u00e6m\u026ak\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u52a8\u6001\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u5145\u6ee1\u6d3b\u529b\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u5b9e\u65f6\u66f4\u65b0\u7684\u52a8\u6001\u6570\u636e\u6d41<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aDynamic data greatly improves the adaptability of algorithms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u52a8\u6001\u6570\u636e\u5927\u5e45\u63d0\u5347\u7b97\u6cd5\u9002\u914d\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">156.&nbsp;suffix \/\u02c8s\u028cf\u026aks\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u540e\u7f00\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u5355\u8bcd\u540e\u7f00<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u6587\u672c\u6a21\u578b\u8bc6\u522b\u5b57\u8bcd\u540e\u7f00\u7279\u5f81<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe system judges word properties by prefixes and suffixes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7cfb\u7edf\u4f9d\u9760\u524d\u540e\u7f00\u5224\u65ad\u8bcd\u6c47\u5c5e\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">157.&nbsp;prefix \/\u02c8pri\u02d0f\u026aks\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u524d\u7f00\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u5355\u8bcd\u524d\u7f00<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u6587\u672c\u63d0\u53d6\u524d\u7f00\u8bed\u4e49\u7279\u5f81<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aPrefix analysis helps AI distinguish similar words quickly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u524d\u7f00\u5206\u6790\u5e2e\u52a9\u4eba\u5de5\u667a\u80fd\u5feb\u901f\u533a\u5206\u8fd1\u4f3c\u8bcd\u6c47\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">158.&nbsp;latent \/\u02c8le\u026atnt\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u9690\u5c42\uff1b\u6f5c\u5728\u7279\u5f81\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u6f5c\u5728\u7684\uff0c\u9690\u85cf\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u795e\u7ecf\u7f51\u7edc\u9690\u5c42\u7279\u5f81\u5411\u91cf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aLatent features contain deep hidden information of samples.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u9690\u5c42\u7279\u5f81\u5305\u542b\u6837\u672c\u6df1\u5c42\u9690\u85cf\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">159.&nbsp;sparse \/sp\u0251\u02d0s\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7a00\u758f\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u7a00\u5c11\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u7f3a\u5c11\u6709\u6548\u4fe1\u606f\u7684\u7a00\u758f\u6570\u636e<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aSparse data will lower the recognition accuracy of the model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7a00\u758f\u6570\u636e\u4f1a\u964d\u4f4e\u6a21\u578b\u8bc6\u522b\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">160.&nbsp;dense \/dens\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7a20\u5bc6\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u5bc6\u96c6\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u4fe1\u606f\u5b8c\u6574\u7a20\u5bc6\u7279\u5f81\u5411\u91cf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aDense vectors carry richer semantic information.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7a20\u5bc6\u5411\u91cf\u627f\u8f7d\u66f4\u4e30\u5bcc\u8bed\u4e49\u4fe1\u606f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">161.&nbsp;tally \/\u02c8t\u00e6li\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7edf\u8ba1\uff1b\u8ba1\u6570\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)\u3001\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u6838\u5bf9\u8d26\u76ee<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u7edf\u8ba1\u6570\u636e\u96c6\u5404\u7c7b\u6837\u672c\u6570\u91cf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aPrograms tally error samples after each training round.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7a0b\u5e8f\u6bcf\u8f6e\u8bad\u7ec3\u540e\u7edf\u8ba1\u9519\u8bef\u6837\u672c\u6570\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">162.&nbsp;locale \/l\u0259\u028a\u02c8k\u0251\u02d0l\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u573a\u666f\uff1b\u672c\u5730\u573a\u666f\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u5730\u70b9\uff0c\u573a\u6240<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u7b97\u6cd5\u9002\u914d\u7684\u672c\u5730\u5316\u5e94\u7528\u573a\u666f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe model is adjusted to fit different business locales.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6a21\u578b\u7ecf\u8fc7\u8c03\u6574\u9002\u914d\u5404\u7c7b\u4e1a\u52a1\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">163.&nbsp;residue \/\u02c8rez\u026adju\u02d0\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u6b8b\u5dee\uff1b\u8bef\u5dee\u6b8b\u5dee\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u6b8b\u6e23\uff0c\u5269\u4f59\u7269<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u795e\u7ecf\u7f51\u7edc\u6b8b\u5dee\u7ed3\u6784\u3001\u9884\u6d4b\u8bef\u5dee\u503c<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aResidue network solves the deep model degradation problem.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6b8b\u5dee\u7f51\u7edc\u89e3\u51b3\u6df1\u5ea6\u6a21\u578b\u9000\u5316\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">164.&nbsp;archive \/\u02c8\u0251\u02d0ka\u026av\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u5b58\u6863\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u5f52\u6863\u6587\u4ef6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u957f\u671f\u5b58\u50a8\u5386\u53f2\u8bad\u7ec3\u6837\u672c<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aWe archive old data for subsequent model retraining.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6211\u4eec\u5b58\u6863\u65e7\u6570\u636e\u4f9b\u540e\u7eed\u6a21\u578b\u91cd\u8bad\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">165.&nbsp;transient \/\u02c8tr\u00e6nzi\u0259nt\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u77ac\u65f6\uff1b\u4e34\u65f6\u6570\u636e\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u77ed\u6682\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u77ed\u671f\u751f\u6210\u7684\u4e34\u65f6\u6570\u636e\u6d41<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aTransient data will be cleared after one calculation cycle.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u77ac\u65f6\u6570\u636e\u5b8c\u6210\u4e00\u8f6e\u8fd0\u7b97\u540e\u81ea\u52a8\u6e05\u9664\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">166.&nbsp;permanent \/\u02c8p\u025c\u02d0m\u0259n\u0259nt\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u6c38\u4e45\uff1b\u6301\u4e45\u5b58\u50a8\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u6c38\u4e45\u4e0d\u53d8\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u957f\u671f\u4fdd\u5b58\u7684\u6838\u5fc3\u8bad\u7ec3\u6570\u636e\u96c6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aCore sample data adopts permanent storage mode.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6838\u5fc3\u6837\u672c\u6570\u636e\u91c7\u7528\u6c38\u4e45\u5b58\u50a8\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">167.&nbsp;parity \/\u02c8p\u00e6r\u0259ti\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u5747\u8861\uff1b\u6837\u672c\u5747\u8861\u5ea6\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u5e73\u7b49\uff0c\u5bf9\u7b49<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u5404\u7c7b\u6837\u672c\u6570\u91cf\u5747\u8861\u6bd4\u4f8b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aData parity avoids the model\u2019s biased judgment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6570\u636e\u5747\u8861\u907f\u514d\u6a21\u578b\u4ea7\u751f\u5224\u65ad\u504f\u89c1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">168.&nbsp;fragment \/\u02c8fr\u00e6\u0261m\u0259nt\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7247\u6bb5\uff1b\u6570\u636e\u788e\u7247\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u788e\u7247\uff0c\u7247\u6bb5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u62c6\u5206\u540e\u7684\u96f6\u6563\u539f\u59cb\u6570\u636e\u7247\u6bb5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe program reorganizes fragments into complete samples.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7a0b\u5e8f\u5c06\u6570\u636e\u788e\u7247\u91cd\u7ec4\u4e3a\u5b8c\u6574\u6837\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">169.&nbsp;pivot \/\u02c8p\u026av\u0259t\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u652f\u70b9\uff1b\u6838\u5fc3\u7279\u5f81\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u8f6c\u8f74\uff0c\u652f\u70b9<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u6a21\u578b\u5224\u65ad\u4f9d\u9760\u7684\u6838\u5fc3\u7279\u5f81\u652f\u70b9<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aColor feature acts as the pivot of target recognition.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u8272\u5f69\u7279\u5f81\u662f\u76ee\u6807\u8bc6\u522b\u7684\u6838\u5fc3\u652f\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">170.&nbsp;surplus \/\u02c8s\u025c\u02d0pl\u0259s\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u8fc7\u5269\uff1b\u95f2\u7f6e\u7b97\u529b\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u5269\u4f59\u7269\u8d44<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u670d\u52a1\u5668\u95f2\u7f6e\u53ef\u8c03\u914d\u7b97\u529b\u8d44\u6e90<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aEnterprises rent surplus computing power to cut costs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u4f01\u4e1a\u79df\u8d41\u95f2\u7f6e\u8fc7\u5269\u7b97\u529b\u964d\u4f4e\u6210\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">171.&nbsp;deficit \/\u02c8def\u026as\u026at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7f3a\u5931\uff1b\u6570\u636e\u7f3a\u7701\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u8d64\u5b57\uff0c\u4e0d\u8db3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u6570\u636e\u96c6\u7279\u5f81\u7f3a\u5931\u3001\u6837\u672c\u7f3a\u53e3<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aSample deficit leads to insufficient model generalization.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6837\u672c\u7f3a\u5931\u9020\u6210\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">172.&nbsp;relay \/\u02c8ri\u02d0le\u026a\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u4e2d\u8f6c\uff1b\u6570\u636e\u4e2d\u8f6c\u4f20\u8f93\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u4f20\u9012\u6d88\u606f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u670d\u52a1\u5668\u4e2d\u8f6c\u4f20\u8f93AI\u8fd0\u7b97\u6570\u636e<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aEdge devices relay data to central cloud servers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u8fb9\u7f18\u8bbe\u5907\u5411\u4e91\u7aef\u670d\u52a1\u5668\u4e2d\u8f6c\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">173.&nbsp;segregate \/\u02c8se\u0261r\u026a\u0261e\u026at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u5206\u9694\uff1b\u6570\u636e\u5206\u7c7b\u9694\u79bb\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u9694\u79bb\u5206\u5f00<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u533a\u5206\u8bad\u7ec3\u96c6\u3001\u6d4b\u8bd5\u96c6\u3001\u9a8c\u8bc1\u96c6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aWe segregate test data from training data strictly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6211\u4eec\u4e25\u683c\u5206\u9694\u6d4b\u8bd5\u6570\u636e\u4e0e\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">174.&nbsp;validate \/\u02c8v\u00e6l\u026ade\u026at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u9a8c\u8bc1\uff1b\u6548\u679c\u6821\u9a8c\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u8bc1\u660e\u6709\u6548<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u4f7f\u7528\u9a8c\u8bc1\u96c6\u6821\u9a8c\u6a21\u578b\u6027\u80fd<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aResearchers validate the model after every optimization.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7814\u7a76\u4eba\u5458\u6bcf\u6b21\u4f18\u5316\u540e\u6821\u9a8c\u6a21\u578b\u6548\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">175.&nbsp;tally \/\u02c8t\u00e6li\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7edf\u8ba1\uff1b\u6307\u6807\u6c47\u603b\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u8ba1\u6570\u6e05\u5355<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u6c47\u603b\u6a21\u578b\u5404\u9879\u7cbe\u5ea6\u6307\u6807<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe tally shows the accuracy gap of different algorithms.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6307\u6807\u6c47\u603b\u8868\u5c55\u793a\u4e0d\u540c\u7b97\u6cd5\u7684\u7cbe\u5ea6\u5dee\u8ddd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">176.&nbsp;heuristic \/hju\u02c8r\u026ast\u026ak\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u542f\u53d1\u5f0f\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u542f\u53d1\u6559\u5b66\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u8f7b\u91cf\u5316\u5feb\u901f\u641c\u7d22\u7b97\u6cd5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aHeuristic algorithms reduce unnecessary computing steps.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u542f\u53d1\u5f0f\u7b97\u6cd5\u5220\u51cf\u5197\u4f59\u8fd0\u7b97\u6b65\u9aa4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">177.&nbsp;throughput \/\u02c8\u03b8ru\u02d0p\u028at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u541e\u5410\u91cf\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1a\u65e0\u57fa\u7840\u901a\u4fd7\u50fb\u4e49<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u5355\u4f4d\u65f6\u95f4\u6570\u636e\u5904\u7406\u603b\u91cf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aNew servers greatly lift the system throughput.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u65b0\u578b\u670d\u52a1\u5668\u5927\u5e45\u63d0\u5347\u7cfb\u7edf\u6570\u636e\u541e\u5410\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">178.&nbsp;anomaly \/\u0259\u02c8n\u0252m\u0259li\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u5f02\u5e38\uff1b\u5f02\u5e38\u6837\u672c\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u53cd\u5e38\u73b0\u8c61<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u504f\u79bb\u6b63\u5e38\u5206\u5e03\u7684\u5f02\u5e38\u6570\u636e\u6837\u672c<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe algorithm automatically filters out anomaly samples.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7b97\u6cd5\u81ea\u52a8\u8fc7\u6ee4\u5f02\u5e38\u6837\u672c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">179.&nbsp;federate \/\u02c8fed\u0259re\u026at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u8054\u90a6\u5f0f\uff1b\u8054\u5408\u8bad\u7ec3\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u7ed3\u6210\u8054\u76df<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u591a\u65b9\u672c\u5730\u6570\u636e\u8054\u5408\u8bad\u7ec3\u6a21\u578b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aMultiple devices federate training without raw data transmission.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u591a\u8bbe\u5907\u8054\u90a6\u8bad\u7ec3\uff0c\u65e0\u9700\u4f20\u8f93\u539f\u59cb\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">180.&nbsp;calibrate \/\u02c8k\u00e6l\u026abre\u026at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u6821\u51c6\uff1b\u53c2\u6570\u8c03\u51c6\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u6821\u51c6\u4eea\u5668<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u4fee\u6b63\u6a21\u578b\u8f93\u51fa\u6982\u7387\u504f\u5dee<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aTechnicians calibrate parameters to reduce prediction errors.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6280\u672f\u4eba\u5458\u6821\u51c6\u53c2\u6570\u51cf\u5c11\u9884\u6d4b\u8bef\u5dee\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">181.&nbsp;dropout \/\u02c8dr\u0252pa\u028at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u968f\u673a\u5931\u6d3b\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u9000\u5b66\uff0c\u9000\u51fa<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u795e\u7ecf\u7f51\u7edc\u9632\u8fc7\u62df\u5408\u673a\u5236<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aDropout effectively improves the generalization of models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u968f\u673a\u5931\u6d3b\u6709\u6548\u63d0\u5347\u6a21\u578b\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">182.&nbsp;backbone \/\u02c8b\u00e6kb\u0259\u028an\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u9aa8\u5e72\u7f51\u7edc\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u810a\u690e\uff0c\u4e3b\u5e72<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u6df1\u5ea6\u5b66\u4e60\u57fa\u7840\u4e3b\u5e72\u7f51\u7edc<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aA stable backbone determines the overall performance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7a33\u5b9a\u7684\u9aa8\u5e72\u7f51\u7edc\u51b3\u5b9a\u6574\u4f53\u6027\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">183.&nbsp;quantization \/\u02cckw\u0252nt\u026a\u02c8ze\u026a\u0283n\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u91cf\u5316\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u5b9a\u91cf\u8ba1\u91cf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u538b\u7f29\u6a21\u578b\u53c2\u6570\u6570\u503c\u7cbe\u5ea6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aQuantization reduces storage space of AI models.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6570\u503c\u91cf\u5316\u7f29\u51cf\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5b58\u50a8\u7a7a\u95f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">184.&nbsp;inference \/\u02c8\u026anf\u0259r\u0259ns\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u63a8\u7406\uff1b\u6a21\u578b\u9884\u6d4b\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u903b\u8f91\u63a8\u8bba<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u8bad\u7ec3\u5b8c\u6210\u540e\u6a21\u578b\u9884\u6d4b\u8fd0\u7b97\u9636\u6bb5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aSpecial chips speed up model inference significantly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u4e13\u7528\u82af\u7247\u5927\u5e45\u52a0\u5feb\u6a21\u578b\u63a8\u7406\u901f\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">185.&nbsp;pre-train \/\u02ccpri\u02d0\u02c8tre\u026an\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u9884\u8bad\u7ec3\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1a\u65e0\u57fa\u7840\u901a\u4fd7\u50fb\u4e49<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u4f7f\u7528\u901a\u7528\u6570\u636e\u9884\u8bad\u7ec3\u57fa\u7840\u5927\u6a21\u578b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aEngineers pre-train the model with massive public corpus.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u5de5\u7a0b\u5e08\u7528\u6d77\u91cf\u516c\u5f00\u8bed\u6599\u9884\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">186.&nbsp;refine \/r\u026a\u02c8fa\u026an\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u5fae\u8c03\uff1b\u7cbe\u7ec6\u4f18\u5316\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u63d0\u7eaf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u57fa\u4e8e\u884c\u4e1a\u6570\u636e\u5fae\u8c03\u9884\u8bad\u7ec3\u6a21\u578b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aWe refine the model to adapt to industrial scenes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6211\u4eec\u5fae\u8c03\u6a21\u578b\u9002\u914d\u5de5\u4e1a\u573a\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">187.&nbsp;segmentation \/\u02ccse\u0261men\u02c8te\u026a\u0283n\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u56fe\u50cf\u5206\u5272\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u533a\u57df\u62c6\u5206<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u673a\u5668\u89c6\u89c9\u50cf\u7d20\u533a\u57df\u5206\u5272\u5904\u7406<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aImage segmentation separates targets from background.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u56fe\u50cf\u5206\u5272\u533a\u5206\u76ee\u6807\u4e0e\u80cc\u666f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">188.&nbsp;lightweight \/\u02c8la\u026atwe\u026at\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u8f7b\u91cf\u5316\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u8f7b\u4fbf\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u4f4e\u7b97\u529b\u5c0f\u578b\u7ec8\u7aef\u6a21\u578b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aLightweight AI runs smoothly on mobile phones.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u8f7b\u91cf\u5316\u4eba\u5de5\u667a\u80fd\u53ef\u5728\u624b\u673a\u6d41\u7545\u8fd0\u884c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">189.&nbsp;redundant \/r\u026a\u02c8d\u028cnd\u0259nt\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u5197\u4f59\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u591a\u4f59\u91cd\u590d\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u6570\u636e\u96c6\u4e2d\u65e0\u4ef7\u503c\u91cd\u590d\u4fe1\u606f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aClean redundant data before formal training.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6b63\u5f0f\u8bad\u7ec3\u524d\u6e05\u7406\u5197\u4f59\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">190.&nbsp;metric \/\u02c8metr\u026ak\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u8bc4\u6d4b\u6307\u6807\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u516c\u5236\u5355\u4f4d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u8bc4\u4f30\u6a21\u578b\u6548\u679c\u7684\u5404\u9879\u91cf\u5316\u6307\u6807<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aPrecision and recall are core evaluation metrics.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7cbe\u786e\u7387\u4e0e\u53ec\u56de\u7387\u662f\u6838\u5fc3\u8bc4\u6d4b\u6307\u6807\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">191.&nbsp;simulator \/\u02c8s\u026amjule\u026at\u0259(r)\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u4eff\u771f\u5668\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u6a21\u62df\u8bbe\u5907<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u63d0\u4f9b\u865a\u62df\u6d4b\u8bd5\u573a\u666f\u7684\u4eff\u771f\u5e73\u53f0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe simulator supplies thousands of virtual test cases.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u4eff\u771f\u5668\u63d0\u4f9b\u6570\u5343\u6761\u865a\u62df\u6d4b\u8bd5\u7528\u4f8b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">192.&nbsp;prototype \/\u02c8pr\u0259\u028at\u0259ta\u026ap\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u539f\u578b\u6a21\u578b\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u4ea7\u54c1\u96cf\u5f62<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u521d\u4ee3\u6d4b\u8bd5\u5b9e\u9a8c\u6a21\u578b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe prototype needs rounds of optimization.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u539f\u578b\u6a21\u578b\u9700\u8981\u591a\u8f6e\u4f18\u5316\u8fed\u4ee3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">193.&nbsp;cache \/k\u00e6\u0283\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u9ad8\u901f\u7f13\u5b58\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1a\u65e0\u57fa\u7840\u901a\u4fd7\u50fb\u4e49<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u5b58\u50a8\u9ad8\u9891\u8c03\u7528\u6570\u636e\u7684\u9ad8\u901f\u5185\u5b58<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aCache shortens the response delay of the model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u9ad8\u901f\u7f13\u5b58\u7f29\u77ed\u6a21\u578b\u54cd\u5e94\u5ef6\u8fdf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">194.&nbsp;encode \/\u026an\u02c8k\u0259\u028ad\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7f16\u7801\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u52a0\u5bc6\u6587\u5b57<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u5c06\u56fe\u6587\u8f6c\u4e3a\u6a21\u578b\u53ef\u8fd0\u7b97\u5411\u91cf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe system encodes text into digital feature vectors.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7cfb\u7edf\u5c06\u6587\u672c\u7f16\u7801\u4e3a\u6570\u5b57\u7279\u5f81\u5411\u91cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">195.&nbsp;decode \/\u02ccdi\u02d0\u02c8k\u0259\u028ad\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u89e3\u7801\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u52a8\u8bcd(v.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1av. \u7834\u89e3\u5bc6\u7801<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1av. \u5c06\u8fd0\u7b97\u5411\u91cf\u8fd8\u539f\u4e3a\u53ef\u8bfb\u6587\u672c\u56fe\u50cf<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe model decodes vectors into coherent sentences.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6a21\u578b\u5c06\u5411\u91cf\u89e3\u7801\u4e3a\u901a\u987a\u8bed\u53e5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">196.&nbsp;threshold \/\u02c8\u03b8re\u0283h\u0259\u028ald\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u9608\u503c\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u95e8\u69db<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u8bc6\u522b\u3001\u5224\u5b9a\u4e34\u754c\u6570\u503c\u6807\u51c6<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aData exceeding the threshold will be marked abnormal.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u8d85\u51fa\u9608\u503c\u7684\u6570\u636e\u5c06\u6807\u8bb0\u4e3a\u5f02\u5e38\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">197.&nbsp;robust \/r\u0259\u028a\u02c8b\u028cst\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u7a33\u5065\u578b\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u7ed3\u5b9e\u8010\u7528\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u810f\u6570\u636e\u4e0b\u7a33\u5b9a\u8fd0\u884c\u7684\u7b97\u6cd5<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aRobust algorithms adapt to complex real-world data.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u7a33\u5065\u7b97\u6cd5\u9002\u914d\u590d\u6742\u73b0\u5b9e\u573a\u666f\u6570\u636e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">198.&nbsp;proprietary \/pr\u0259\u02c8pra\u026a\u0259tri\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u79c1\u6709\uff1b\u81ea\u7814\u7b97\u6cd5\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u79c1\u4eba\u4e13\u5c5e\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u4f01\u4e1a\u81ea\u7814\u4e0d\u516c\u5f00\u7684AI\u6a21\u578b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aProprietary algorithms form core technical competitiveness.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u81ea\u7814\u79c1\u6709\u7b97\u6cd5\u6784\u6210\u6838\u5fc3\u6280\u672f\u7ade\u4e89\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">199.&nbsp;downstream \/\u02ccda\u028an\u02c8stri\u02d0m\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u4e0b\u6e38\u4efb\u52a1\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u5f62\u5bb9\u8bcd(adj.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1aadj. \u6cb3\u6d41\u4e0b\u6e38\u7684<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1aadj. \u4f9d\u6258\u5927\u6a21\u578b\u7684\u843d\u5730\u5e94\u7528\u4efb\u52a1<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aText classification is a classic downstream task.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u6587\u672c\u5206\u7c7b\u662f\u7ecf\u5178\u4e0b\u6e38\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">200.&nbsp;mask \/m\u0251\u02d0sk\/<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u63a9\u7801\u3011<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bcd\u6027\uff1a\u540d\u8bcd(n.)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5e38\u89c4\u672c\u610f\uff1an. \u9762\u7f69<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u719f\u8bcd\u50fb\u4e49\uff1an. \u906e\u853d\u65e0\u6548\u5b57\u7b26\u3001\u586b\u5145\u4f4d\u7684\u6570\u636e\u63a9\u7801<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u9898\u4f8b\u53e5\uff1aThe mask shields useless symbols during training.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bd1\u6587\uff1a\u63a9\u7801\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u5c4f\u853d\u65e0\u6548\u7b26\u53f7\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf7\u70b9\u51fb\u8fd4\u56de\u9996\u9875<a href=\"https:\/\/openhub365.cn\/index.php\/2026\/07\/09\/%e8%80%83%e7%a0%94%e8%8b%b1%e8%af%ad%ef%bc%9a%e7%a7%91%e6%8a%80%e4%ba%92%e8%81%94%e7%bd%91%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%b1%bb%e8%af%8d%e6%b1%87%e7%9b%ae%e5%bd%95\/\" data-type=\"post\" data-id=\"26397\">\u8003\u7814\u82f1\u8bed\uff1a\u79d1\u6280\u4e92\u8054\u7f51\u4eba\u5de5\u667a\u80fd\u7c7b\u76ee\u5f55<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e86\u89e3\u66f4\u591a\u96c5\u601d\uff1a\u81ea\u7136\u8d44\u6e90\u4e0e\u65b0\u80fd\u6e90&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[514],"tags":[],"class_list":["post-26337","post","type-post","status-publish","format-standard","hentry","category-514"],"_links":{"self":[{"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/posts\/26337","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/comments?post=26337"}],"version-history":[{"count":0,"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/posts\/26337\/revisions"}],"wp:attachment":[{"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/media?parent=26337"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/categories?post=26337"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/openhub365.cn\/index.php\/wp-json\/wp\/v2\/tags?post=26337"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}