{"id":1000,"date":"2021-07-12T14:38:22","date_gmt":"2021-07-12T06:38:22","guid":{"rendered":"https:\/\/falbang.com\/?p=1000"},"modified":"2021-07-12T14:38:24","modified_gmt":"2021-07-12T06:38:24","slug":"%e9%a3%8e%e6%8e%a7%e6%a8%a1%e5%9e%8b%e7%9a%84%e7%ba%bf%e4%b8%8a%e9%83%a8%e7%bd%b2%e4%b8%8e%e7%9b%91%e6%8e%a7","status":"publish","type":"post","link":"https:\/\/falbang.com\/?p=1000","title":{"rendered":"\u98ce\u63a7\u6a21\u578b\u7684\u7ebf\u4e0a\u90e8\u7f72\u4e0e\u76d1\u63a7"},"content":{"rendered":"\n<p>\u4e4b\u524d\u6709\u8be6\u7ec6\u8bf4\u660e\u5b9e\u65f6\u6a21\u578b\u7684\u8bad\u7ec3\u6d41\u7a0b\uff0c\u4f20\u9001\u95e8\uff1a<a href=\"https:\/\/falbang.com\/?p=994\" target=\"_blank\" rel=\"noreferrer noopener\">\u5b9e\u65f6\u6a21\u578b\u5168\u6d41\u7a0b-\u8bad\u7ec3\uff0c\u7ebf\u4e0a\u90e8\u7f72\u548c\u76d1\u63a7<\/a><\/p>\n\n\n\n<p>\u6982\u8981\uff1a<\/p>\n\n\n\n<p>\u5b9e\u65f6\u6a21\u578b\u7684\u5f00\u53d1\uff0c\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b3\u4e2a\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ul><li>\u6a21\u578b\u8bad\u7ec3\uff1a\u5229\u7528\u79bb\u7ebf\u6570\u636e\u5bf9\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3<\/li><li>\u7ebf\u4e0a\u90e8\u7f72\uff1a\u628a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u653e\u5230\u5b9e\u65f6\u6570\u636e\u6d41\u4e2d\u8fdb\u884c\u6d4b\u8bd5<\/li><li>\u5b9e\u65f6\u8c03\u7528\u4e0e\u6a21\u578b\u76d1\u63a7\uff1a\u6d4b\u8bd5\u5b8c\u6bd5\u540e\uff0c\u6b63\u5f0f\u5f00\u59cb\u4f7f\u7528\u5e76\u5bf9\u6a21\u578b\u8f93\u5165\u548c\u8f93\u51fa\u8fdb\u884c\u76d1\u63a7<\/li><\/ul>\n\n\n\n<p>\u672c\u6587\u6211\u4e3a\u5927\u5bb6\u8bb2\u89e3\u5982\u4f55\u5229\u7528\u6570\u636e\u6e05\u6d17\uff0c\u7279\u5f81\u63d0\u53d6\u5236\u4f5c\u7684\u4ee3\u7801\u548c\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u6587\u4ef6\u8fdb\u884c\u7ebf\u4e0a\u7684\u90e8\u7f72\u548c\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" src=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/\u56fe\u72471.jpg\" alt=\"\" class=\"wp-image-1001\" width=\"292\" height=\"481\" srcset=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/\u56fe\u72471.jpg 552w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/\u56fe\u72471-182x300.jpg 182w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/\u56fe\u72471-121x200.jpg 121w\" sizes=\"(max-width: 292px) 100vw, 292px\" \/><\/figure><\/div>\n\n\n\n<p>\u56fe2:\u5b9e\u65f6\u6a21\u578b\u7ebf\u4e0a\u6570\u636e\u6d41<\/p>\n\n\n\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u7ebf\u4e0a\u6570\u636e\u6d41\u53ef\u4ee5\u5206\u4e3a3\u6b65\uff1a<\/p>\n\n\n\n<ul><li>\u8bf7\u6c42\u8c03\u7528\u6a21\u578b\u5e76\u8f93\u5165\u539f\u59cbjson\u6570\u636e<\/li><li>\u6e05\u6d17\u539f\u59cbjson\u6570\u636e\u548c\u7279\u5f81\u63d0\u53d6<\/li><li>\u9884\u6d4b\u5206\u6570\u5e76\u8f93\u51fa<\/li><\/ul>\n\n\n\n<p><strong><em>1.\u6a21\u578b\u8c03\u7528\u8bf7\u6c42<\/em><\/strong><\/p>\n\n\n\n<p>\u5b9e\u65f6\u6a21\u578b\u6211\u4eec\u4e00\u822c\u4f7f\u7528python flask\u7684\u65b9\u5f0f\u5199\u4e00\u4e2aAPI\uff0c\u8ba9\u5f00\u53d1\u4eba\u5458\u6765call\u6211\u4eec\u7684\u6a21\u578b\u3002\u5728call\u6a21\u578b\u7684\u65f6\u5019\u9700\u8981\u6ce8\u610f\u7684\u662f\u4e00\u5b9a\u8981\u8bbe\u7f6e\u4e00\u4e2a\u6a21\u578b\u7248\u672c\u53f7\uff0c\u8ba9\u5f00\u53d1\u4eba\u5458\u628a\u7248\u672c\u53f7\u5199\u6e05\u695a\uff0c\u9632\u6b62call\u9519\u6a21\u578b\uff01\u5982\u679c\u6a21\u578b\u7248\u672c\u53f7\u6709\u95ee\u9898\uff0c\u53ef\u4ee5\u76f4\u63a5\u7ed3\u675f\u6574\u4e2a\u6d41\u7a0b\uff0c\u8fd4\u56de\u4e00\u4e2a\u7248\u672c\u9519\u8bef\u4fe1\u606f\u3002<\/p>\n\n\n\n<p><strong><em>2.\u6570\u636e\u6e05\u6d17\u548c\u7279\u5f81\u63d0\u53d6<\/em><\/strong><\/p>\n\n\n\n<p>\u901a\u8fc7\u6a21\u578b\u7248\u672c\u53f7\u548c\u5176\u4ed6\u9650\u5236\u68c0\u67e5\u540e\uff0c\u5c31\u9700\u8981\u5bf9\u8f93\u5165\u7684\u539f\u59cbjson\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u5e76\u63d0\u53d6\u7279\u5f81\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u67092\u4e2a\u9700\u8981\u6ce8\u610f\u7684\u70b9\u3002<\/p>\n\n\n\n<ul><li>\u7ebf\u4e0a\u6570\u636e\u6e05\u6d17\u548c\u7279\u5f81\u63d0\u53d6\u6d41\u7a0b\u5c3d\u91cf\u548c\u6a21\u578b\u8bad\u7ec3\u65f6\u4f7f\u7528\u4e00\u5957\u4ee3\u7801\uff0c\u8fd9\u6837\u624d\u80fd\u4fdd\u6301\u903b\u8f91\u4e00\u81f4\u3002<\/li><li>\u6570\u636e\u6e05\u6d17\u65f6\u8fd8\u9700\u8981\u68c0\u67e5\u8f93\u5165\u7684json\u539f\u59cb\u6570\u636e\u662f\u5426\u5b8c\u6574\u3002<\/li><\/ul>\n\n\n\n<p>\u4f8b\u5982\uff0c\u672c\u6b21call\u6a21\u578b\u65f6\u8f93\u5165\u7684json\u6570\u636e\u7f3a\u5c11\u4e86\u67d0\u4e2a\u91cd\u8981\u7684\u7279\u5f81\uff0c\u8fd9\u65f6\u6211\u4eec\u9700\u8981\u76f4\u63a5\u7ed3\u675f\u6574\u4e2a\u6d41\u7a0b\uff0c\u8fd4\u56de\u4e00\u4e2a\u6570\u636e\u9519\u8bef\u4fe1\u606f\u3002<br><strong><em>3.\u6a21\u578b\u5206\u6570\u9884\u6d4b\u548c\u7ed3\u679c\u8f93\u51fa<\/em><\/strong><\/p>\n\n\n\n<p>\u63d0\u53d6\u5b8c\u7279\u5f81\u540e\uff0c\u5c31\u53ef\u4ee5\u9884\u6d4b\u5206\u6570\u3002\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u7ebf\u4e0a\u9884\u6d4b\u9700\u8981\u4fdd\u8bc1\u9884\u6d4b\u6548\u7387\uff0c\u6240\u4ee5\u53ef\u80fd\u9700\u8981\u4f18\u5316\u6574\u4e2a\u6a21\u578b\u9884\u6d4b\u3002<\/p>\n\n\n\n<p>\u7ebf\u4e0a\u6570\u636e\u6d41\u5df2\u7ecf\u8c03\u901a\u540e\uff0c\u4e00\u822c\u8fd8\u9700\u8981\u505a2\u4e2a\u6d4b\u8bd5\uff1a<\/p>\n\n\n\n<ul><li>\u7ebf\u4e0a\u9884\u6d4b\u4e0e\u79bb\u7ebf\u9884\u6d4b\u7684\u4e00\u81f4\u6027\u6d4b\u8bd5\uff0c\u4e00\u822c\u8981\u6c42\u7ebf\u4e0a\u7ebf\u4e0b100%\u4e00\u81f4<\/li><li>\u7ebf\u4e0a\u6548\u7387\u6d4b\u8bd5\uff0c\u4e00\u822c\u8981\u6c421\u6761\u6570\u636e\u9700\u8981\u5728200-500ms\u5185\u8fd4\u56de<\/li><\/ul>\n\n\n\n<p>\u5982\u679c\u6a21\u578b\u6709\u4e0d\u8fbe\u6807\u7684\u5730\u65b9\u5219\u9700\u8981\u91cd\u65b0\u4f18\u5316\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\uff0c\u5c31\u6709\u5f80\u671f\u6a21\u578b\u8bad\u7ec3\u8425\u7684A\u540c\u5b66\u63d0\u51fa\u8fc7\u4e00\u4e2a\u95ee\u9898\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"954\" height=\"390\" src=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/2.png\" alt=\"\" class=\"wp-image-1002\" srcset=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/2.png 954w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/2-300x123.png 300w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/2-768x314.png 768w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/2-200x82.png 200w\" sizes=\"(max-width: 954px) 100vw, 954px\" \/><\/figure>\n\n\n\n<p>\u8bfe\u4e0a\u8001\u5e08\u7b54\u7591\u90e8\u5206\u9009\u53d6\uff1a<br>\u6a21\u578b\u6587\u4ef6\u751f\u6210\u6709\u95ee\u9898\uff0c\u9700\u8981\u7528\u540c\u4e00\u6279\u7528\u6237\u6253\u5206\u3002\u770b\u770b\u505apmml\u524d\u540e\u7ed9\u4e00\u4e2a\u4eba\u6253\u7684\u5206\u662f\u5426\u5b8c\u5168\u4e00\u81f4\uff0c\u7406\u8bba\u4e0a\u5c0f\u6570\u70b9\u540e10\u4f4d\u90fd\u4e00\u6a21\u4e00\u6837\u624d\u53ef\u4ee5\u3002<br>\u51fa\u73b0\u4e0a\u8ff0\u4f60\u7684\u95ee\u9898\uff0c\u53ef\u4ee5\u5148\u4ece\u4ee5\u4e0b\u8fd9\u4e9b\u65b9\u9762\u53bb\u6392\u67e5\uff1a<\/p>\n\n\n\n<ol><li>\u673a\u5668\u7684\u7cbe\u5ea6\u4e0d\u4e00\u6837&nbsp;<\/li><li>\u5728gpu\u4e0a\u8bad\u7ec3\u5728cpu\u4e0a\u8dd1\u6d4b\u8bd5<\/li><li>Python\u5305\u7684\u7248\u672c\u4e0d\u4e00\u81f4<\/li><li>\u7279\u5f81\u6709\u5b58\u50a8\u540e\u8bfb\u51fa\u7684\u903b\u8f91\u4f7f\u5f97\u7cbe\u5ea6\u6539\u53d8<\/li><\/ol>\n\n\n\n<p><strong><em>4.\u5b9e\u65f6\u6a21\u578b\u7684\u76d1\u63a7<\/em><\/strong><br>\u5b9e\u65f6\u6a21\u578b\u6b63\u5f0f\u4e0a\u7ebf\u540e\uff0c\u9700\u8981\u6709\u4e00\u4e2a\u76d1\u63a7\u7cfb\u7edf\u53bb\u68c0\u67e5\u6a21\u578b\uff0c\u8ba9\u6211\u4eec\u53d1\u73b0\u7ebf\u4e0a\u6570\u636ebug\uff0c\u5e76\u4e14\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u53bb\u66f4\u65b0\u6a21\u578b\u3002\u5b9e\u65f6\u6a21\u578b\u7684\u76d1\u63a7\u548c\u79bb\u7ebf\u6a21\u578b\u7c7b\u4f3c\uff0c\u53ef\u4ee5\u5206\u4e3a\u6570\u636e\u7279\u5f81\u76d1\u63a7\uff0c\u6a21\u578b\u72b6\u6001\u548c\u8f93\u51fa\u5206\u6570\u76d1\u63a7\u3002<\/p>\n\n\n\n<ul><li>\u6570\u636e\u7279\u5f81\u76d1\u63a7\uff1a\u7ebf\u4e0a\u6570\u636e\u662f\u975e\u5e38\u5bb9\u6613\u51fa\u9519\u7684\uff0c\u5b9e\u65f6\u6a21\u578b\u7684\u6bcf\u4e00\u7c7b\u6570\u636e\u90fd\u9700\u8981\u5728\u8c03\u7528\u6a21\u578b\u524d\u88ab\u76d1\u63a7\u3002\u5982\u679c\u6709\u6570\u636e\u5f02\u5e38\u72b6\u51b5\u51fa\u73b0\uff0c\u53ef\u4ee5\u9a6c\u4e0a\u5b9a\u4f4d\u5230\u7279\u5b9a\u6570\u636e\u5e93\u3002<\/li><li>\u6a21\u578b\u72b6\u6001\u76d1\u63a7\uff1a\u5728\u7b2c\u4e09\u8282\u7684\u65f6\u5019\uff0c\u53ef\u4ee5\u770b\u5230\u6574\u4e2a\u6570\u636e\u6d41\u4e2d\u662f\u4f1a\u51fa\u73b0\u5f88\u591a\u9519\u8bef\u62a5\u544a\u7684\u3002\u6bcf\u4e00\u6b65\u90fd\u662f\u4e00\u4e2a\u4e0d\u540c\u7684\u9519\u8bef\u62a5\u544a\uff0c\u6211\u4eec\u9700\u8981\u628a\u8fd9\u4e9b\u9519\u8bef\u62a5\u544a\u7684\u6570\u91cf\u90fd\u8bb0\u4e0b\u6765\uff0c\u68c0\u67e5\u7a76\u7adf\u662f\u4ec0\u4e48\u9519\u8bef\u3002<\/li><li>\u6a21\u578b\u5206\u6570\u76d1\u63a7\uff1a\u6700\u540e\uff0c\u6a21\u578b\u5206\u6570\u7684\u5206\u5e03\u4e5f\u9700\u8981\u88ab\u76d1\u63a7\u3002\u6a21\u578b\u7684\u5206\u6570\u662f\u6781\u4e3a\u5173\u952e\u7684\uff0c\u9700\u8981\u7ecf\u5e38\u67e5\u770b\u3002\u63a8\u8350\u8bbe\u5b9a\u9884\u8b66\u7cfb\u7edf\u3002<\/li><\/ul>\n\n\n\n<p>\u5177\u4f53\u7684\u6a21\u578b\u76d1\u63a7\u7cfb\u7edf\u548c\u4ee3\u7801\u5b9e\u73b0\uff0c\u56e0\u6587\u7ae0\u6392\u7248\u5b57\u6570\u9650\u5236\uff0c\u6211\u4eec\u4f1a\u5728\u6700\u65b0\u4e00\u671f\u98ce\u63a7\u6a21\u578b\u8bad\u7ec3\u8425\u4e2d\u8be6\u7ec6\u4e3a\u5927\u5bb6\u8bb2\u89e3\u548c\u5b9e\u8df5\u3002<\/p>\n\n\n\n<p>Model_performance_report_table<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"806\" src=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/3-1024x806.png\" alt=\"\" class=\"wp-image-1003\" srcset=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/3-1024x806.png 1024w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/3-300x236.png 300w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/3-768x604.png 768w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/3-200x157.png 200w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/07\/3.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6700\u540e\uff0c\u6a21\u578b\u76d1\u63a7\u7cfb\u7edf\u7684\u5f00\u53d1\u662f\u53ef\u4ee5\u548c\u7ebf\u4e0a\u90e8\u7f72\u540c\u65f6\u5f00\u53d1\u7684\uff0c\u8fd9\u91cc\u63a8\u8350\u7531\u4e0d\u540c\u7684\u540c\u4e8b\u8d1f\u8d23\u8fd9\u4e24\u4ef6\u4e8b\uff0c\u6700\u540e\u80fd\u4e00\u8d77\u5728\u7ebf\u4e0a\u4f7f\u7528\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"900\" height=\"383\" src=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/04\/\u6d4b\u8bd51.png\" alt=\"\" class=\"wp-image-725\" srcset=\"https:\/\/falbang.com\/wp-content\/uploads\/2021\/04\/\u6d4b\u8bd51.png 900w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/04\/\u6d4b\u8bd51-300x128.png 300w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/04\/\u6d4b\u8bd51-768x327.png 768w, https:\/\/falbang.com\/wp-content\/uploads\/2021\/04\/\u6d4b\u8bd51-200x85.png 200w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u4e4b\u524d\u6709\u8be6\u7ec6\u8bf4\u660e\u5b9e\u65f6\u6a21\u578b\u7684\u8bad\u7ec3\u6d41\u7a0b\uff0c\u4f20\u9001\u95e8\uff1a\u5b9e\u65f6\u6a21\u578b\u5168\u6d41\u7a0b-\u8bad\u7ec3\uff0c\u7ebf\u4e0a\u90e8\u7f72\u548c\u76d1\u63a7 \u6982\u8981\uff1a \u5b9e\u65f6\u6a21\u578b\u7684\u5f00\u53d1\uff0c\u53ef\u4ee5\u5206 &hellip; <\/p>\n<p 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