{"id":5577,"date":"2022-08-10T15:30:53","date_gmt":"2022-08-10T07:30:53","guid":{"rendered":"http:\/\/139.9.1.231\/?p=5577"},"modified":"2022-08-10T15:30:54","modified_gmt":"2022-08-10T07:30:54","slug":"neural-architecture-search1","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2022\/08\/10\/neural-architecture-search1\/","title":{"rendered":"\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u641c\u7d22 Neural Architecture Search\uff081\uff09\u57fa\u672c\u6982\u5ff5"},"content":{"rendered":"\n<p>\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u641c\u7d22 (Neural Architecture Search) \u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u5305\u62ec\u8d85\u53c2\u6570 (Hyper-parameters)\u3001\u641c\u7d22\u7a7a\u95f4 (Search Space)\u3001\u968f\u673a\u641c\u7d22 (Random Search) \u7b49\u6982\u5ff5\u3002<\/p>\n\n\n\n<p>\u795e\u7ecf\u7f51\u7edc\u4e2d\u6709\u5f88\u591a\u53c2\u6570\uff1a<\/p>\n\n\n\n<p>\u2022 Parameters \uff1a\u6bd4\u5982\u6743\u91cd<br>\u2022 Hyper-parameter\uff1a\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u9700\u8981\u81ea\u5df1\u624b\u52a8\u8bbe\u7f6e\u7684\u4e00\u4e9b\u53c2\u6570\uff08\u4f18\u5316\u7b97\u6cd5\u3001epoch\u3001\u5b66\u4e60\u7387\uff0c\u7f51\u7edc\u7ed3\u6784\u7b49\u7b49\uff09<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"503\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-120-1024x503.png\" alt=\"\" class=\"wp-image-5581\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-120-1024x503.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-120-300x147.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-120-768x377.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-120.png 1141w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5982\u4f55\u81ea\u52a8\u8c03\u6574\u8d85\u53c2\u6570\u662f\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u65b9\u5411\u3002<\/p>\n\n\n\n<p>\u5982\u4f55\u8c03\u6574\u7f51\u7edc\u7ed3\u6784\u8d85\u53c2\u6570\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"943\" height=\"589\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-121.png\" alt=\"\" class=\"wp-image-5583\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-121.png 943w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-121-300x187.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-121-768x480.png 768w\" sizes=\"(max-width: 943px) 100vw, 943px\" \/><\/figure>\n\n\n\n<p class=\"has-light-pink-background-color has-background\">\u4ec0\u4e48\u662fNAS\uff1f\u627e\u5230\u6700\u4f18\u7684\u7f51\u7edc\u7ed3\u6784\u4f7f\u5f97\u7ed3\u679c\u6700\u597d\u3002\uff08\u4e5f\u6709\u4e00\u4e9b\u9644\u52a0\u6761\u4ef6\uff1a\u6bd4\u5982\u8ba1\u7b97\u91cf\u6700\u5c0f\u3001\u7f51\u7edc\u6a21\u578b\u6700\u5c0f\u3001\u8fd0\u884c\u901f\u5ea6\u7b49\u7b49\uff09<\/p>\n\n\n\n<p>\u6211\u4eec\u4e0d\u53ef\u80fd\u904d\u5386\u6240\u6709\u7684\u7f51\u7edc \u8d85\u53c2\u6570\u53d6\u503c\u8303\u56f4\uff0c\u56e0\u6b64\u9700\u8981\u4e00\u4e2a\u641c\u7d22\u7a7a\u95f4search space\uff1a\u641c\u7d22\u7a7a\u95f4\u6307\u7684\u662f\u6240\u6709\u53ef\u80fd\u7684 \u7f51\u7edc\u7ed3\u6784\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"269\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-122-1024x269.png\" alt=\"\" class=\"wp-image-5585\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-122-1024x269.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-122-300x79.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-122-768x201.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-122.png 1121w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"980\" height=\"248\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-123.png\" alt=\"\" class=\"wp-image-5588\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-123.png 980w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-123-300x76.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-123-768x194.png 768w\" sizes=\"(max-width: 980px) 100vw, 980px\" \/><\/figure>\n\n\n\n<p>NAS\u7684\u8f93\u51fa\uff1a\u8f93\u51fa\u4e00\u4e2a\u7f51\u7edc\u7ed3\u6784.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"171\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-124-1024x171.png\" alt=\"\" class=\"wp-image-5590\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-124-1024x171.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-124-300x50.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-124-768x129.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-124.png 1123w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5982\u4f55\u9009\u53d6\u8d85\u53c2\u6570\uff1f<\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\">1\u3001\u968f\u673a\u641c\u7d22<\/p>\n\n\n\n<p>\u4ece\u641c\u7d22\u7a7a\u95f4\u968f\u673a\u9009\u62e9\u4e00\u7ec4\u8d85\u53c2\u6570\uff0c\u7136\u540e\u4f7f\u7528\u8fd9\u7ec4\u8d85\u53c2\u6570\u53bb\u8bad\u7ec3\u4e00\u4e2aCNN\u6a21\u578b\uff0c\u4e00\u76f4\u5230\u6a21\u578b\u6536\u655b\uff0c\u6700\u540e\u7528\u6d4b\u8bd5\u96c6\u505a\u9884\u6d4b\u3002<\/p>\n\n\n\n<p>\u91cd\u590d\u4e0a\u8ff0\u8fc7\u7a0b\uff1a\u3002\u3002\u3002\u3002\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"539\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-125-1024x539.png\" alt=\"\" class=\"wp-image-5592\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-125-1024x539.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-125-300x158.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-125-768x405.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/08\/image-125.png 1234w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7f3a\u70b9\uff1a1\u3001\u6bcf\u6b21\u641c\u7d22\u7684\u4ee3\u4ef7\u6602\u8d35 2\u3001\u641c\u7d22\u7a7a\u95f4\u592a\u5927\u4e86<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u641c\u7d22 (Neural Architecture Search) \u7684\u57fa\u7840\u77e5\u8bc6\uff0c\u5305\u62ec\u8d85\u53c2\u6570 (Hype &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2022\/08\/10\/neural-architecture-search1\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u641c\u7d22 Neural Architecture Search\uff081\uff09\u57fa\u672c\u6982\u5ff5<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[20],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/5577"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=5577"}],"version-history":[{"count":11,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/5577\/revisions"}],"predecessor-version":[{"id":5594,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/5577\/revisions\/5594"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=5577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=5577"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=5577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}