{"id":216493,"date":"2020-11-22T06:19:39","date_gmt":"2020-11-21T22:19:39","guid":{"rendered":"http:\/\/4563.org\/?p=216493"},"modified":"2020-11-22T06:19:39","modified_gmt":"2020-11-21T22:19:39","slug":"%e7%94%a8%e4%bb%80%e4%b9%88%e6%96%b9%e6%b3%95%e5%8f%af%e4%bb%a5%e5%ae%9e%e7%8e%b0%e6%b7%b1%e5%ba%a6%e6%ae%8b%e5%b7%ae%e7%bd%91%e7%bb%9c","status":"publish","type":"post","link":"http:\/\/4563.org\/?p=216493","title":{"rendered":"\u7528\u4ec0\u4e48\u65b9\u6cd5\u53ef\u4ee5\u5b9e\u73b0\u6df1\u5ea6\u6b8b\u5dee\u7f51\u7edc?"},"content":{"rendered":"<div>\n<div>\n<div>\n<h1>                  \u7528\u4ec0\u4e48\u65b9\u6cd5\u53ef\u4ee5\u5b9e\u73b0\u6df1\u5ea6\u6b8b\u5dee\u7f51\u7edc?               <\/h1>\n<p> <\/p>\n<div>\n<div> <span>\u8cc7\u6df1\u5927\u4f6c : fanqieipnet <\/span>  <span><i><\/i> 3<\/span> <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div isfirst=\"1\">                        AlexNet\uff0cVGG\uff0cGoogLeNet \u7b49\u7f51\u7edc\u6a21\u578b\u7684\u51fa\u73b0\u5c06\u795e\u7ecf\u7f51\u7edc\u7684\u53d1\u5c55\u5e26\u5165\u4e86\u51e0\u5341\u5c42\u7684\u9636\u6bb5\uff0c\u7814\u7a76\u4eba\u5458\u53d1\u73b0\u7f51\u7edc\u7684\u5c42\u6570\u8d8a\u6df1\uff0c\u8d8a\u6709\u53ef\u80fd\u83b7\u5f97\u66f4\u597d\u7684\u6cdb\u5316\u80fd\u529b\u3002\u4f46\u662f\u5f53\u6a21\u578b\u52a0\u6df1\u4ee5\u540e\uff0c\u7f51\u7edc\u53d8\u5f97\u8d8a\u6765\u8d8a\u96be\u8bad\u7ec3\uff0c\u8fd9\u4e3b\u8981\u662f\u7531\u4e8e\u68af\u5ea6\u5f25\u6563\u73b0\u8c61\u9020\u6210\u7684\u3002\u5728\u8f83\u6df1\u5c42\u6570\u7684\u795e\u7ecf\u7f51\u7edc\u4e2d\u95f4\uff0c\u68af\u5ea6\u4fe1\u606f\u7531\u7f51\u7edc\u7684\u672b\u5c42\u9010\u5c42\u4f20\u5411\u7f51\u7edc\u7684\u9996\u5c42\u65f6\uff0c\u4f20\u9012\u7684\u8fc7\u7a0b\u4e2d\u4f1a\u51fa\u73b0\u68af\u5ea6\u63a5\u8fd1\u4e8e 0 \u7684\u73b0\u8c61\u3002\u7f51\u7edc\u5c42\u6570\u8d8a\u6df1\uff0c\u68af\u5ea6\u5f25\u6563\u73b0\u8c61\u53ef\u80fd\u4f1a\u8d8a\u4e25\u91cd\u3002\u7528\u4ec0\u4e48\u65b9\u6cd5\u53ef\u4ee5\u5b9e\u73b0\u6df1\u5ea6\u6b8b\u5dee\u7f51\u7edc?\u4eca\u5929\u756a\u8304\u52a0\u901f\u5c31\u6765\u5206\u6790\u4e00\u4e0b\u3002<\/p>\n<p>\u3000\u3000\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u7814\u7a76\u4eba\u5458\u5c1d\u8bd5\u7ed9\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u6dfb\u52a0\u4e00\u79cd\u56de\u9000\u5230\u6d45\u5c42\u795e\u7ecf\u7f51\u7edc\u7684\u673a\u5236\u3002\u5f53\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8f7b\u677e\u5730\u56de\u9000\u5230\u6d45\u5c42\u795e\u7ecf\u7f51\u7edc\u65f6\uff0c\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u83b7\u5f97\u4e0e\u6d45\u5c42\u795e\u7ecf\u7f51\u7edc\u76f8\u5f53\u7684\u6a21\u578b\u6027\u80fd\uff0c\u800c\u4e0d\u81f3\u4e8e\u66f4\u7cdf\u7cd5\u3002<\/p>\n<p>\u3000\u3000\u901a\u8fc7\u5728\u8f93\u5165\u548c\u8f93\u51fa\u4e4b\u95f4\u6dfb\u52a0\u4e00\u6761\u76f4\u63a5\u8fde\u63a5\u7684 Skip Connection \u53ef\u4ee5\u8ba9\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u56de\u9000\u7684\u80fd\u529b\u3002\u4ee5 VGG13 \u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e3a\u4f8b\uff0c\u5047\u8bbe\u89c2\u5bdf\u5230 VGG13 \u6a21\u578b\u51fa\u73b0\u68af\u5ea6\u5f25\u6563\u73b0\u8c61\uff0c\u800c 10 \u5c42\u7684\u7f51\u7edc\u6a21\u578b\u5e76\u6ca1\u6709\u89c2\u6d4b\u5230\u68af\u5ea6\u5f25\u6563\u73b0\u8c61\uff0c\u90a3\u4e48\u53ef\u4ee5\u8003\u8651\u5728\u6700\u540e\u7684\u4e24\u4e2a\u5377\u79ef\u5c42\u6dfb\u52a0 Skip Connection\uff0c\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u7f51\u7edc\u6a21\u578b\u53ef\u4ee5\u81ea\u52a8\u9009\u62e9\u662f\u5426\u7ecf\u7531\u8fd9\u4e24\u4e2a\u5377\u79ef\u5c42\u5b8c\u6210\u7279\u5f81\u53d8\u6362\uff0c\u8fd8\u662f\u76f4\u63a5\u8df3\u8fc7\u8fd9\u4e24\u4e2a\u5377\u79ef\u5c42\u800c\u9009\u62e9 Skip Connection\uff0c\u4ea6\u6216\u7ed3\u5408\u4e24\u4e2a\u5377\u79ef\u5c42\u548c Skip Connection \u7684\u8f93\u51fa\u3002<\/p>\n<p>\u3000\u3000 ResNet \u901a\u8fc7\u5728\u5377\u79ef\u5c42\u7684\u8f93\u5165\u548c\u8f93\u51fa\u4e4b\u95f4\u6dfb\u52a0 Skip Connection \u5b9e\u73b0\u5c42\u6570\u56de\u9000\u673a\u5236\uff0c\u8f93\u5165      <\/p><\/div>\n<div> <b>\u5927\u4f6c\u6709\u8a71\u8aaa<\/b> (<span>0<\/span>)        <\/div>\n<div> <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<ul>\n<li>\n","protected":false},"excerpt":{"rendered":"<p>\u7528\u4ec0\u4e48\u65b9\u6cd5\u53ef\u4ee5\u5b9e\u73b0\u6df1\u5ea6\u6b8b\u5dee\u7f51\u7edc? 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