{"id":19016,"date":"2021-07-01T23:36:33","date_gmt":"2021-07-01T15:36:33","guid":{"rendered":"https:\/\/blog.tibame.com\/?p=19016"},"modified":"2021-08-16T14:08:38","modified_gmt":"2021-08-16T06:08:38","slug":"%e3%80%90ai60%e5%95%8f%e3%80%91q35%e4%bb%80%e9%ba%bc%e6%98%af%e6%b7%b1%e5%ba%a6%e5%ad%b8%e7%bf%92%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/blog.tibame.com\/?p=19016","title":{"rendered":"\u3010AI60\u554f\u3011Q35\u4ec0\u9ebc\u662f\u6df1\u5ea6\u5b78\u7fd2\uff1f"},"content":{"rendered":"\n<p>\u6df1\u5ea6\u5b78\u7fd2\u662f\u6a5f\u5668\u5b78\u7fd2\u7684\u4e00\u7a2e\u65b9\u6cd5\u3002\u300c\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\uff0c\u5c31\u662f\u8b93\u6a5f\u5668\u53ef\u4ee5\u81ea\u6211\u5b78\u7fd2\u7684\u6280\u8853\u3002\u300d<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u5167\u5bb9\u76ee\u9304<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u986f\u793a\/\u96b1\u85cf\u5167\u5bb9\u76ee\u9304\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.tibame.com\/?p=19016\/#%E4%B8%80%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E7%9A%84%E9%A1%9E%E5%9E%8B\" >\u4e00\u3001\u6df1\u5ea6\u5b78\u7fd2\u7684\u985e\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.tibame.com\/?p=19016\/#%E4%B8%80%E8%88%AC%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E6%96%B9%E6%B3%95%E8%A6%81%E7%B6%93%E9%81%8E%E4%B8%89%E5%80%8B%E6%AD%A5%E9%A9%9F%EF%BC%9A\" >\u4e00\u822c\u6a5f\u5668\u5b78\u7fd2\u65b9\u6cd5\u8981\u7d93\u904e\u4e09\u500b\u6b65\u9a5f\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.tibame.com\/?p=19016\/#%E4%BA%8C%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E7%9A%84%E6%BC%94%E7%AE%97%E6%B3%95\" >\u4e8c\u3001\u6df1\u5ea6\u5b78\u7fd2\u7684\u6f14\u7b97\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.tibame.com\/?p=19016\/#%E4%B8%89%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E7%9A%84%E8%A8%93%E7%B7%B4_Training_%E4%B8%89%E6%AD%A5%E9%A9%9F\" >\u4e09\u3001\u6df1\u5ea6\u5b78\u7fd2\u7684\u8a13\u7df4 (Training) \u4e09\u6b65\u9a5f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/blog.tibame.com\/?p=19016\/#%E5%9B%9B%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E6%87%89%E7%94%A8%E5%A0%B4%E5%9F%9F\" >\u56db\u3001\u6df1\u5ea6\u5b78\u7fd2\u61c9\u7528\u5834\u57df<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E7%9A%84%E9%A1%9E%E5%9E%8B\"><\/span>\u4e00\u3001\u6df1\u5ea6\u5b78\u7fd2\u7684\u985e\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4f46\u5be6\u969b\u4e0a\u6a5f\u5668\u662f\u5982\u4f55\u5b78\u7fd2\u7684\u5462\uff1f<\/p>\n\n\n\n<p>\u66f4\u767d\u8a71\u4f86\u8aaa\uff0c\u6a5f\u5668\u5b78\u7fd2\u5c31\u662f\u8b93\u6a5f\u5668\u6839\u64da\u4e00\u4e9b\u8a13\u7df4\u8cc7\u6599\uff0c\u81ea\u52d5\u627e\u51fa\u6709\u7528\u7684\u51fd\u5f0f\uff08function\uff09\u3002<br \/>\u4f8b\u5982\uff0c\u5c07\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u904b\u7528\u5728\u8a9e\u97f3\u8b58\u5225\u7cfb\u7d71\uff0c\u5c31\u662f\u8981\u6a5f\u5668\u6839\u64da\u4e00\u5806\u8072\u97f3\u8a0a\u865f\u548c\u5176\u5c0d\u61c9\u7684\u6587\u5b57\uff0c\u627e\u51fa\u5982\u4e0b\u7684\u300c\u8a9e\u97f3\u8b58\u5225\u51fd\u5f0f\u300d\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"735\" height=\"107\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-1.png\" alt=\"\" class=\"wp-image-19020\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-1.png 735w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-1-300x44.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-1-585x85.png 585w\" sizes=\"(max-width: 735px) 100vw, 735px\" \/><figcaption>\u571635-1<\/figcaption><\/figure>\n\n\n\n<p>\u8f38\u5165\u4e00\u6bb5\u8072\u97f3\u8a0a\u865f\uff0c\u8f38\u51fa\u5c31\u662f\u8a72\u8072\u97f3\u8a0a\u865f\u6240\u5c0d\u61c9\u7684\u6587\u5b57\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u61c9\u7528\u5728\u5f71\u50cf\u8b58\u5225\u7cfb\u7d71\uff0c\u90a3\u5c31\u662f\u8981\u6a5f\u5668\u6839\u64da\u4e00\u5806\u5716\u7247\u548c\u5716\u7247\u4e2d\u7269\u4ef6\u540d\u7a31\u7684\u6a19\u8a3b\uff0c\u627e\u51fa\u300c\u5f71\u50cf\u8b58\u5225\u51fd\u5f0f\u300d\uff1a&nbsp; <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"740\" height=\"158\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-2.png\" alt=\"\" class=\"wp-image-19021\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-2.png 740w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-2-300x64.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-2-585x125.png 585w\" sizes=\"(max-width: 740px) 100vw, 740px\" \/><figcaption> \u571635-2<\/figcaption><\/figure>\n\n\n\n<p>\u8f38\u5165\u4e00\u5f35\u5716\u7247\uff0c\u8f38\u51fa\u662f\u5716\u7247\u4e2d\u7684\u7269\u4ef6\u540d\u7a31\u3002 \u5982\u679c\u8981\u6a5f\u5668\u4e0b\u570d\u68cb\uff0c\u5c31\u662f\u8b93\u6a5f\u5668\u6839\u64da\u4e00\u5806\u68cb\u8b5c\u627e\u51fa\u300c\u4e0b\u570d\u68cb\u7684\u51fd\u5f0f\u300d\uff1a&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" width=\"735\" height=\"159\" src=\"https:\/\/blog.wiedu.tw\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-3.png\" alt=\"\" class=\"wp-image-19022\" srcset=\"https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-3.png 735w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-3-300x65.png 300w, https:\/\/blog.tibame.com\/wp-content\/uploads\/2021\/06\/week9\u88fd\u5716_35-3-585x127.png 585w\" sizes=\"(max-width: 735px) 100vw, 735px\" \/><figcaption> \u571635-3<\/figcaption><\/figure>\n\n\n\n<p>\u8f38\u5165\u662f\u68cb\u76e4\u4e0a\u6240\u6709\u9ed1\u5b50\u548c\u767d\u5b50\u7684\u4f4d\u7f6e\uff0c\u8f38\u51fa\u662f\u4e0b\u4e00\u6b65\u61c9\u8a72\u843d\u5b50\u7684\u4f4d\u7f6e\u3002\u4ee5\u4e0a\u8981\u627e\u7684\u51fd\u5f0f\uff0c\u5171\u901a\u9ede\u662f\u5b83\u5011\u90fd\u8907\u96dc\u5230\u4eba\u985e\u7d55\u5c0d\u6c92\u6709\u80fd\u529b\u5beb\u51fa\u5b83\u5011\u7684\u6578\u5b78\u5f0f\uff0c\u53ea\u6709\u9760\u6a5f\u5668\u624d\u6709\u8fa6\u6cd5\u627e\u51fa\u4f86\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u90a3\u9ebc\uff0c\u6a5f\u5668\u8981\u5982\u4f55\u6839\u64da\u8a13\u7df4\u8cc7\u6599\u627e\u5230\u51fd\u5f0f\u5462\uff1f <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%80%E8%88%AC%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92%E6%96%B9%E6%B3%95%E8%A6%81%E7%B6%93%E9%81%8E%E4%B8%89%E5%80%8B%E6%AD%A5%E9%A9%9F%EF%BC%9A\"><\/span>\u4e00\u822c\u6a5f\u5668\u5b78\u7fd2\u65b9\u6cd5\u8981\u7d93\u904e\u4e09\u500b\u6b65\u9a5f\uff1a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>1.\u4eba\u985e\u63d0\u4f9b\u7d66\u6a5f\u5668\u4e00\u500b\u7531\u51fd\u5f0f\u69cb\u6210\u7684\u96c6\u5408\uff08\u7c21\u7a31\u51fd\u5f0f\u96c6\uff09\u3002<br \/>2.\u4eba\u985e\u6839\u64da\u8a13\u7df4\u8cc7\u6599\u5b9a\u7fa9\u51fd\u5f0f\u7684\u512a\u52a3\u3002<br \/>3.\u6a5f\u5668\u81ea\u52d5\u5f9e\u51fd\u5f0f\u96c6\u5167\u627e\u51fa\u6700\u4f73\u7684\u51fd\u5f0f\u3002\u6df1\u5ea6\u5b78\u7fd2\u4e5f\u4e0d\u4f8b\u5916\u3002 <\/p>\n\n\n\n<pre class=\"wp-block-verse\">*\u8a3b\uff1a\u6df1\u5ea6\u5b78\u7fd2\u7684\u4e09\u6b65\u9a5f\uff0c\u5c07\u5728\u4e0b\u4e00\u7ae0\u7bc0<a href=\"https:\/\/blog.wiedu.tw\/?p=19026\">Q36-<\/a><strong><a href=\"https:\/\/blog.wiedu.tw\/?p=19026\">\u6df1\u5ea6\u5b78\u7fd2\u4e2d\u7684\u985e\u795e\u7d93\u7db2\u8def\u662f\u4ec0\u9ebc<\/a><\/strong><a href=\"https:\/\/blog.wiedu.tw\/?p=19026\">\uff1f<\/a>\u7d30\u90e8\u8207\u5927\u5bb6\u8aaa\u660e<\/pre>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E7%9A%84%E6%BC%94%E7%AE%97%E6%B3%95\"><\/span>\u4e8c\u3001<strong>\u6df1\u5ea6\u5b78\u7fd2\u7684\u6f14\u7b97\u6cd5<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u81f3\u4eca\u5df2\u6709\u6578\u7a2e\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001<strong>\u6df1\u5ea6\u795e\u7d93\u7db2\u8def<\/strong><\/h4>\n\n\n\n<p><strong>\u6df1\u5ea6\u795e\u7d93\u7db2\u8def (Deep Neural Networks)<\/strong> \uff0c\u662f\u4e00\u7a2e\u5224\u5225\u6a21\u578b\uff0c\u53ef\u4ee5\u4f7f\u7528\u53cd\u5411\u50b3\u64ad\u6f14\u7b97\u6cd5\u9032\u884c\u8a13\u7df4\u3002\u6b0a\u91cd\u66f4\u65b0\u53ef\u4ee5\u4f7f\u7528\u4e0b\u5f0f\u9032\u884c\u96a8\u6a5f\u68af\u5ea6\u4e0b\u964d\u6cd5\u6c42\u89e3\uff1b\u5982\u679c\u50c5\u50c5\u662f\u7c21\u55ae\u5730\u8a13\u7df4\uff0c\u6df1\u5ea6\u795e\u7d93\u7db2\u8def\u53ef\u80fd\u6703\u5b58\u5728\u5f88\u591a\u554f\u984c\u3002\u5e38\u898b\u7684\u5169\u985e\u554f\u984c\u662f\u904e\u64ec\u5408\u548c\u904e\u9577\u7684\u904b\u7b97\u6642\u9593\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001<strong>\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def<\/strong><\/h4>\n\n\n\n<p><strong>\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\uff08deep belief networks\uff0cDBN\uff09<\/strong>\uff0c\u662f\u4e00\u7a2e\u5305\u542b\u591a\u5c64\u96b1\u55ae\u5143\u7684\u6982\u7387\u751f\u6210\u6a21\u578b\uff0c\u53ef\u88ab\u8996\u70ba\u591a\u5c64\u7c21\u55ae\u5b78\u7fd2\u6a21\u578b\u7d44\u5408\u800c\u6210\u7684\u8907\u5408\u6a21\u578b\u3002\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\u53ef\u4ee5\u4f5c\u70ba\u6df1\u5ea6\u795e\u7d93\u7db2\u8def\u7684\u9810\u8a13\u7df4\u90e8\u5206\uff0c\u4e26\u70ba\u7db2\u8def\u63d0\u4f9b\u521d\u59cb\u6b0a\u91cd\uff0c\u518d\u4f7f\u7528\u53cd\u5411\u50b3\u64ad\u6216\u8005\u5176\u5b83\u5224\u5b9a\u6f14\u7b97\u6cd5\u4f5c\u70ba\u8abf\u512a\u7684\u624b\u6bb5\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">3\u3001<strong>\u5377\u7a4d\u795e\u7d93\u7db2\u8def<\/strong><\/h4>\n\n\n\n<p><strong>\u5377\u7a4d\u795e\u7d93\u7db2\u8def\uff08convolutional neural networks\uff0cCNN\uff09<\/strong>\uff0c\u662f\u4e00\u500b\u5f88\u597d\u7684\u8a08\u7b97\u6a5f\u79d1\u5b78\u501f\u9452\u795e\u7d93\u79d1\u5b78\u7684\u4f8b\u5b50\u3002<\/p>\n\n\n\n<p>\u5b83\u7684\u7cbe\u9ad3\u5176\u5be6\u662f\u5728\u591a\u500b\u7a7a\u9593\u4f4d\u7f6e\u5c1a\u5171\u7528\u53c3\u6578\u3002\u7531\u4e00\u500b\u6216\u591a\u500b\u5377\u7a4d\u5c64\u548c\u9802\u7aef\u7684\u5168\u9023\u901a\u5c64\uff08\u5c0d\u61c9\u7d93\u5178\u7684\u795e\u7d93\u7db2\u8def\uff09\u7d44\u6210\uff0c\u540c\u6642\u4e5f\u5305\u62ec\u95dc\u806f\u6b0a\u91cd\u548c\u6c60\u5316\u5c64\uff08pooling layer\uff09\u3002<\/p>\n\n\n\n<p>\u9019\u4e00\u7d50\u69cb\u4f7f\u5f97\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u80fd\u5920\u5229\u7528\u8f38\u5165\u8cc7\u6599\u7684\u4e8c\u7dad\u7d50\u69cb\u3002\u8207\u5176\u4ed6\u6df1\u5ea6\u5b78\u7fd2\u7d50\u69cb\u76f8\u6bd4\uff0c<strong>\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u5728\u5716\u50cf\u548c\u8a9e\u97f3\u8fa8\u8b58\u65b9\u9762\u80fd\u5920\u7d66\u51fa\u66f4\u512a\u7684\u7d50\u679c\u3002<\/strong>\u9019\u4e00\u6a21\u578b\u4e5f\u53ef\u4ee5\u4f7f\u7528\u53cd\u5411\u50b3\u64ad\u6f14\u7b97\u6cd5\u9032\u884c\u8a13\u7df4\u3002\u76f8\u6bd4\u8f03\u5176\u4ed6\u6df1\u5ea6\u3001\u524d\u994b\u795e\u7d93\u7db2\u8def\uff0c\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u9700\u8981\u4f30\u8a08\u7684\u53c3\u6578\u66f4\u5c11\uff0c\u4f7f\u4e4b\u6210\u70ba\u4e00\u7a2e\u9817\u5177\u5438\u5f15\u529b\u7684\u6df1\u5ea6\u5b78\u7fd2\u7d50\u69cb\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4\u3001<strong>\u5377\u7a4d\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def<\/strong><\/h4>\n\n\n\n<p>\u5377\u7a4d\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\uff08deep belief networks\uff09\u662f\u6df1\u5ea6\u5b78\u7fd2\u9818\u57df\u8f03\u65b0\u7684\u5206\u652f\u3002\u5728\u7d50\u69cb\u4e0a\uff0c\u5377\u7a4d\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\u8207\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u5728\u7d50\u69cb\u4e0a\u76f8\u4f3c\u3002\u56e0\u6b64\uff0c\u8207\u5377\u7a4d\u795e\u7d93\u7db2\u8def\u985e\u4f3c\uff0c\u5377\u7a4d\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\u4e5f\u5177\u5099\u5229\u7528\u5716\u50cf\u4e8c\u7dad\u7d50\u69cb\u7684\u80fd\u529b\uff0c\u8207\u6b64\u540c\u6642\uff0c\u5377\u7a4d\u6df1\u5ea6\u4fe1\u5ff5\u7db2\u8def\u4e5f\u64c1\u6709\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\u7684\u9810\u8a13\u7df4\u512a\u52e2\u3002\u5377\u7a4d\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\u63d0\u4f9b\u4e86\u4e00\u7a2e\u80fd\u88ab\u7528\u65bc\u8a0a\u865f\u548c\u5716\u50cf\u8655\u7406\u4efb\u52d9\u7684\u901a\u7528\u7d50\u69cb\uff0c\u4e5f\u80fd\u5920\u4f7f\u7528\u985e\u4f3c\u6df1\u5ea6\u7f6e\u4fe1\u7db2\u8def\u7684\u8a13\u7df4\u65b9\u6cd5\u9032\u884c\u8a13\u7df4\u3002<\/p>\n\n\n\n<p> \u6df1\u5ea6\u5b78\u7fd2\u61c9\u7528\u5728\u96fb\u8166\u8996\u89ba\u3001\u8a9e\u97f3\u8fa8\u8b58\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u97f3\u8a0a\u8fa8\u8b58\u8207\u751f\u7269\u8cc7\u8a0a\u5b78\u7b49\u9818\u57df\u4e26\u53d6\u5f97\u4e86\u6975\u597d\u7684\u6548\u679c\u3002 <\/p>\n\n\n\n<p>\u3010\u76f8\u95dc\u8ab2\u7a0b\u3011<a href=\"https:\/\/www.tibame.com\/course\/1387\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"\u63d0\u5347 AI \u5be6\u4f5c\u80fd\u529b\u5fc5\u5099\uff0c\u6df1\u5ea6\u5b78\u7fd2 TensorFlow \u57fa\u790e\u8207\u61c9\u7528 (\u5728\u65b0\u5206\u9801\u4e2d\u958b\u555f)\">\u63d0\u5347 AI \u5be6\u4f5c\u80fd\u529b\u5fc5\u5099\uff0c\u6df1\u5ea6\u5b78\u7fd2 TensorFlow \u57fa\u790e\u8207\u61c9\u7528<\/a><\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E7%9A%84%E8%A8%93%E7%B7%B4_Training_%E4%B8%89%E6%AD%A5%E9%A9%9F\"><\/span>\u4e09\u3001<strong>\u6df1\u5ea6\u5b78\u7fd2\u7684\u8a13\u7df4<\/strong> (Training) \u4e09\u6b65\u9a5f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>1.\u5b9a\u7fa9\u7db2\u8def\u67b6\u69cb(define network structure)<br \/>2.\u5b9a\u7fa9\u5b78\u7fd2\u76ee\u6a19(define learning target)<br \/>3.\u900f\u904e\u6578\u503c\u65b9\u6cd5(Numerical method)\u9032\u884c\u8a13\u7df4<\/p>\n\n\n\n<p>\u6df1\u5ea6\u5b78\u7fd2\u548c\u985e\u795e\u7d93\u7db2\u8def\u7684\u7db2\u8def\u67b6\u69cb\uff0c\u53ef\u4ee5\u60f3\u6210\u662f\u4e00\u7d44\u53ef\u7528\u4f86\u63cf\u8ff0\u8cc7\u6599\u7684\u51fd\u6578(Function)\uff0c\u53ea\u8981\u627e\u5230\u6b63\u78ba\u7684\u51fd\u6578\u53c3\u6578\uff0c\u5c31\u53ef\u4ee5\u900f\u904e\u9019\u500b\u51fd\u6578\u628a\u6211\u5011\u8f38\u5165\u7684\u8cc7\u6599\u8f49\u5316\u6210\u9810\u6e2c(Prediction)\u7d50\u679c\u3002\u5b9a\u7fa9\u7db2\u8def\u67b6\u69cb\u5c31\u662f\u5148\u9078\u51fa\u4e00\u7fa4\u53ef\u80fd\u7684\u51fd\u6578\uff0c\u4f86\u9032\u884c\u63a5\u4e0b\u4f86\u7684\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4\u904e\u7a0b\u3002\u5b9a\u7fa9\u4e86\u9069\u7576\u7684\u7db2\u8def\u67b6\u69cb\u624d\u80fd\u900f\u904e\u8a13\u7df4\u904e\u7a0b\u4f86\u7522\u751f\u4e00\u500b\u6709\u6548\u7684\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b(Model)\u3002<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E6%B7%B1%E5%BA%A6%E5%AD%B8%E7%BF%92%E6%87%89%E7%94%A8%E5%A0%B4%E5%9F%9F\"><\/span>\u56db\u3001\u6df1\u5ea6\u5b78\u7fd2<strong>\u61c9\u7528\u5834\u57df<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u6df1\u5ea6\u5b78\u7fd2\u61c9\u7528\u5f88\u591a\u9818\u57df\uff0c\u5c24\u5176\u662f\u5728<strong>\u96fb\u8166\u8996\u89ba\u548c\u8a9e\u97f3\u8fa8\u8b58<\/strong>\u4e2d\uff0c\u6210\u70ba\u5404\u7a2e\u9818\u5148\u7cfb\u7d71\u7684\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<p>\u5728\u901a\u7528\u7684\u7528\u65bc\u6aa2\u9a57\u7684\u8cc7\u6599\u96c6\uff0c\u4f8b\u5982\uff1a\u8a9e\u97f3\u8fa8\u8b58\u4e2d\u7684TIMIT\u548c\u5716\u50cf\u8fa8\u8b58\u4e2d\u7684ImageNet, Cifar10\u4e0a\u7684\u5be6\u9a57\u8b49\u660e\uff0c\u6df1\u5ea6\u5b78\u7fd2\u80fd\u5920\u63d0\u9ad8\u8fa8\u8b58\u7684\u7cbe\u5ea6\u3002 <\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1\u3001<strong>\u88fd\u9020\u696d\u7684\u61c9\u7528<\/strong><\/h4>\n\n\n\n<p>\u6df1\u5ea6\u5b78\u7fd2\u6280\u8853\u88ab\u7528\u65bc<strong>\u5de5\u696d\u6a5f\u5668\u4eba\uff0c\u6a5f\u5668\u8996\u89ba\u7cfb\u7d71<\/strong>\u7b49\uff0c\u4ee5\u6539\u5584\u5de5\u85dd\u548c\u7522\u54c1\u54c1\u8cea\uff0c\u6700\u5c0f\u5316\u9031\u671f\u6642\u9593\uff0c\u4e26\u63d0\u9ad8\u6574\u500b\u88fd\u9020\u904e\u7a0b\u7684\u6548\u7387\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">2\u3001<strong>\u5728\u4e9e\u592a\u5730\u5340\u61c9\u7528<\/strong><\/h4>\n\n\n\n<p>\u4e2d\u570b\u662f\u6700\u5927\u7684AI\u5e02\u5834\uff0c\u5176\u6b21\u662f\u65e5\u672c\u3002\u61c9\u7528\u65bc\u7528\u65bc<strong>\u8b49\u5238\u4ea4\u6613\u7684\u6f14\u7b97\u6cd5\uff0c\u91ab\u7642\u4fdd\u5065\u60a3\u8005\u6578\u64da\u7ba1\u7406\u548c\u5f71\u50cf\u8b58\u5225\u7b49\u61c9\u7528\u3002<\/strong><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">3\u3001<strong>\u5065\u5eb7\u7ba1\u7406\u61c9\u7528<\/strong><\/h4>\n\n\n\n<p>\u7d9c\u89c0\u5404\u754c\u63a8\u52d5\u6df1\u5ea6\u5b78\u7fd2\u7684\u61c9\u7528\u65b9\u5411\uff0c\u6700\u9952\u5bcc\u50f9\u503c\u8207\u5546\u6a5f\u7684\u4e00\u584a\uff0c\u7121\u7591\u4fbf\u662f\u5065\u5eb7\u7ba1\u7406\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff1a\u672a\u4f86\u4eba\u5011\u53ea\u8981\u5728\u6d74\u5ba4\u6d17\u6fa1\uff0c\u900f\u904e\u885b\u6d74\u93e1\uff0c\u5373\u53ef\u91cf\u6e2c\u5176\u751f\u7406\u72c0\u614b\u8a0a\u606f\uff0c\u4e26\u6301\u7e8c\u5c07\u76f8\u95dc\u8cc7\u6599\u4e0a\u50b3\u96f2\u7aef\u5e73\u53f0\uff0c\u63a5\u8457\u7531\u5c08\u696d\u91ab\u8b77\u55ae\u4f4d\u8ca0\u8cac\u89e3\u6790\u6578\u64da\uff0c\u671f\u671b\u722d\u53d6\u6642\u6548\u5728\u7b2c\u4e00\u6642\u9593\u5bdf\u89ba\u5230\u4eba\u9ad4\u7684\u75c5\u8b8a\u5fb5\u5146\uff0c\u5373\u6642\u7d66\u4e88\u6295\u85e5\u8207\u8a3a\u7642\uff0c\u907f\u514d\u4eba\u5011\u7684\u5065\u5eb7\u8207\u751f\u547d\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">4\u3001<strong>\u8eca\u7528\u96fb\u5b50\u61c9\u7528<\/strong><\/h4>\n\n\n\n<p>\u85c9\u7531\u8eca\u5167\u5f71\u50cf\u8fa8\u8b58\u88dd\u7f6e\uff0c\u53ef<strong>\u76e3\u6e2c\u99d5\u99db\u4eba\u7684\u81c9\u90e8\u8868\u60c5\uff0c\u9032\u800c\u63a8\u4f30\u5176\u8108\u640f\u8207\u547c\u5438\u983b\u7387<\/strong>\uff0c\u64da\u6b64\u7814\u5224\u6b64\u4eba\u7684\u5065\u5eb7\u6216\u7cbe\u795e\u72c0\u614b\u662f\u5426\u51fa\u554f\u984c\uff0c\u4ee5\u4fbf\u65bc\u5f8c\u53f0\u7ba1\u7406\u4e2d\u5fc3\u9069\u6642\u59a5\u5584\u8655\u7406\uff0c\u9632\u6b62\u8eca\u798d\u4e8b\u4ef6\u7522\u751f\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 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