{"id":78,"date":"2019-03-11T22:06:50","date_gmt":"2019-03-11T14:06:50","guid":{"rendered":"https:\/\/www.deepfakescn.com\/?p=78"},"modified":"2020-02-09T22:25:33","modified_gmt":"2020-02-09T14:25:33","slug":"deepfacelab%e5%b0%8f%e7%99%bd%e5%85%a5%e9%97%a8%ef%bc%885%ef%bc%89%ef%bc%9a%e8%ae%ad%e7%bb%83%e6%8d%a2%e8%84%b8%e6%a8%a1%e5%9e%8b%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.deepfaker.xyz\/?p=78","title":{"rendered":"DeepFaceLab\u5c0f\u767d\u5165\u95e8\uff085\uff09\uff1a\u8bad\u7ec3\u6362\u8138\u6a21\u578b\uff01"},"content":{"rendered":"<p>\u8bad\u7ec3\u6a21\u578b\uff0c\u662f\u6362\u8138\u8fc7\u7a0b\u4e2d\u6700\u91cd\u8981\u7684\u4e00\u90e8\u5206\uff0c\u4e5f\u662f\u8017\u65f6\u6700\u957f\u7684\u4e00\u90e8\u5206\u3002\u5f88\u591a\u4eba\u4f1a\u95ee\u5230\u5e95\u9700\u8981\u591a\u5c11\u65f6\u95f4\uff1f\u6709\u4eba\u4f1a\u544a\u8bc9\u4f60\u770bloss\u503c\u52300.02\u4ee5\u4e0b\u5c31\u53ef\u4ee5\u4e86\u3002\u6211\u4f1a\u544a\u8bc9\u4f60\uff0c\u4e0d\u8981\u770b\u4ec0\u4e48\u6570\u503c\uff0c\u770b\u9884\u89c8\u7a97\u53e3\u7684\u4eba\u8138\u3002\u770b\u7b2c\u4e8c\u5217\u662f\u5426\u548c\u7b2c\u4e00\u5217\u4e00\u6837\u6e05\u6670\uff0c\u770b\u6700\u540e\u4e00\u5217\u662f\u5426\u6e05\u6670\uff0c\u5982\u679c\u7b54\u6848\u662f\u201c\u662f\u201d\uff0c\u90a3\u4e48\u606d\u559c\u4f60\u53ef\u4ee5\u8fdb\u5165\u4e0b\u4e00\u4e2a\u73af\u8282\u4e86\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-210\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190320000854.jpg\" alt=\"\" width=\"370\" height=\"105\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190320000854.jpg@!full 370w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190320000854.jpg@!medium 300w\" sizes=\"(max-width: 370px) 100vw, 370px\" \/><\/p>\n<p>\u8fd9\u4e2a\u73af\u8282\u4e3b\u8981\u5305\u62ec5\u4e2a\u6587\u4ef6\uff0c\u6bcf\u4e2a\u6587\u4ef6\u4ee3\u8868\u4e00\u79cd\u6a21\u578b\uff0c\u4f60\u53ea\u9700\u9009\u62e9\u4e00\u79cd\u5373\u53ef\u3002\u76ee\u524d\u7528\u7684\u6bd4\u8f83\u591a\u7684\u662f\uff0c<strong>H64,H128,SAE\u00a0<\/strong>\u3002<\/p>\n<p>\u5982\u679c\u4f60\u73a9\u8fd9\u4e2a\u8f6f\u4ef6\uff0c\u5efa\u8bae\u9009\u7740H64\uff0c\u51fa\u6548\u679c\u5feb\uff0c\u53c2\u6570\u7b80\u5355\u3002<\/p>\n<p>\u5982\u679c\u4f60\u9700\u8981\u66f4\u9ad8\u7684\u6e05\u6670\u5ea6\u53ef\u9009H128<\/p>\n<p>\u5982\u679c\u4f60\u9700\u8981\u81ea\u5b9a\u4e49\u66f4\u591a\u53c2\u6570\u9009SAE\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>6) train H64.bat<\/h3>\n<p>\u8fd9\u4e2a\u6b65\u9aa4\u867d\u7136\u662f\u6700\u91cd\u8981\u7684\uff0c\u4f46\u662f\u64cd\u4f5c\u5176\u5b9e\u975e\u5e38\u7b80\u5355\uff0c\u6bd4\u5982\u4f60\u4f7f\u7528H64\u6a21\u578b\u3002\u53ea\u9700\u53cc\u51fb\u6587\u4ef6\u3002<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-211\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316145809.jpg\" alt=\"\" width=\"1189\" height=\"636\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316145809.jpg@!full 1189w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316145809.jpg@!medium 300w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316145809.jpg@!medium_large 768w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316145809.jpg@!large 1024w\" sizes=\"(max-width: 1189px) 100vw, 1189px\" \/><\/p>\n<p>\u53cc\u51fb\u6587\u4ef6\u6587\u4ef6\u4e4b\u540e\u4e00\u8def\u56de\u8f66\uff0c\u5f53\u8df3\u51fa\u5e26\u5934\u50cf\u7684\u9884\u89c8\u7a97\u53e3\u5c31\u4ee3\u8868\u5df2\u7ecf\u5f00\u59cb\u8bad\u7ec3\u3002\u521a\u5f00\u59cb\u8bad\u7ec3\u7684\u65f6\u5019\uff0c\u7b2c\u4e8c\u5217\u548c\u7b2c\u56db\u5217\u662f\u7a7a\u7684\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\uff0c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4f1a\u51fa\u73b0\u6a21\u7cca\u7684\u5934\u50cf\uff0c\u7ee7\u7eed\u8bad\u7ec3\u5934\u50cf\u4f1a\u8d8a\u6765\u8d8a\u6e05\u6670\u3002<\/p>\n<h3><\/h3>\n<h3>\u00a06) train H128.bat<\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-212\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316150126.jpg\" alt=\"\" width=\"1283\" height=\"685\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316150126.jpg@!full 1283w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316150126.jpg@!medium 300w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316150126.jpg@!medium_large 768w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316150126.jpg@!large 1024w\" sizes=\"(max-width: 1283px) 100vw, 1283px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u8fd9\u662fH128\uff0c\u70b9\u51fb\u540e\u51fa\u73b0\u7684\u9884\u89c8\u56fe\u660e\u663e\u6bd4H64\u8981\u5927\u5f88\u591a\uff0c\u8fd9\u4e5f\u662f\u4ed6\u4eec\u552f\u4e00\u7684\u533a\u522b\u3002<\/p>\n<h3>6) train SAE.bat<\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-213\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162535.jpg\" alt=\"\" width=\"1268\" height=\"679\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162535.jpg@!full 1268w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162535.jpg@!medium 300w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162535.jpg@!medium_large 768w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162535.jpg@!large 1024w\" sizes=\"(max-width: 1268px) 100vw, 1268px\" \/><\/p>\n<p>\u8fd9\u662fSAE\u7684\u6548\u679c\u56fe\u3002\u9ed8\u8ba4SAE\u7684\u5934\u50cf\u662f128&#215;128\uff0c\u7b49\u540c\u4e8eH128\u3002 \u4f46\u662fSAE\u7684\u53c2\u6570\u4f1a\u66f4\u591a\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4e0b\u9762\u8bf4\u8bf4\u6a21\u578b\u8bad\u7ec3\u73af\u8282\u5e38\u89c1\u7684\u51e0\u4e2a\u6982\u5ff5<\/p>\n<h3>Batch_size<\/h3>\n<p>\u8fd9\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u4e2d\u6700\u5e38\u89c1\u7684\u6570\u5b57\uff0c\u4e5f\u662f\u6bcf\u4e2a\u6a21\u578b\u5fc5\u5907\u53c2\u6570\u3002\u8fd9\u4e2a\u503c\u5230\u5e95\u53d6\u591a\u5c11\u6ca1\u6709\u6807\u51c6\uff0c\u9ed8\u8ba4\u4e3a4\uff0c\u4f60\u53ef\u4ee5\u7528\u7684\u503c\u4e3a2\u7684n\u6b21\u65b9\uff0c\u6bd4\u59822,4,8,16,32,64,128\u3002\u4e00\u4e2a\u666e\u904d\u7684\u5e38\u8bc6\u662f\uff0c\u6570\u5b57\u5927\u7684\u4f1a\u6bd4\u5c0f\u7684\u6548\u679c\u597d\uff0closs\u6536\u655b\u66f4\u5feb\uff0c\u9707\u8361\u533a\u57df\u66f4\u5c0f\uff0c\u4f46\u662f\u5bf9\u4e8e\u673a\u5668\u914d\u7f6e\u7684\u8981\u6c42\u4e5f\u8d8a\u9ad8\u3002\u4e3b\u8981\u662f\u5bf9\u663e\u5b58\u9700\u6c42\u53d8\u5927\uff0c\u4e00\u822c4G\u663e\u5b58\u6700\u9ad8\u53ea\u80fd16\uff0c\u7ee7\u7eed\u63d0\u9ad8\u4f1a\u62a5OOM\u9519\u8bef\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>Epoch<\/h3>\n<p>\u8fd9\u53c8\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u6982\u5ff5\uff0c\u8bb2\u7684\u662f\u8bad\u7ec3\u5b8c\u6240\u6709\u7d20\u6750\u6d88\u8017\u7684\u65f6\u95f4\uff0c\u6700\u65b0\u7248\u672c\u8fd9\u4e2a\u540d\u8bcd\u6539\u6210\u4e86<strong>iteration<\/strong> \u3002 \u8fd9\u4e48\u4e00\u6539\u53ef\u80fd\u4f1a\u8ba9\u4eba\u6709\u70b9\u6df7\u4e71\uff0c\u4f46\u662f\u4f60\u65e0\u9700\u8fc7\u591a\u5173\u6ce8\u3002\u4f60\u53ef\u4ee5\u7b80\u5355\u7684\u8ba4\u4e3a\u662f\u8bad\u7ec3\u7684\u6b21\u6570\u3002\u8fd9\u4e2a\u6570\u503c\u8d8a\u5927\u8bad\u7ec3\u6b21\u6570\u8d8a\u591a\uff0c\u6548\u679c\u8d8a\u597d\u3002 \u800c<strong>[1046ms]<\/strong> \u8fd9\u4e2a\u6570\u5b57\u8d8a\u4f4e\uff0c\u4ee3\u8868\u4f60\u7535\u8111\u7684\u914d\u7f6e\u8d8a\u597d\uff0c\u8bad\u7ec3\u6a21\u578b\u9700\u8981\u7684\u65f6\u95f4\u66f4\u77ed\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>LOSS<\/h3>\n<p>\u8fd9TM\u53c8\u662f\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u7684\u6982\u5ff5\uff0c\u53cd\u6b63\u5c31\u662f\u8d8a\u4f4e\u8d8a\u597d\u3002\u4f46\u662f\u4e0d\u8981\u770b\u7edd\u5bf9\u503c\uff0c\u8981\u770b\u8d8b\u52bf\uff0c\u8fd9\u4e2a\u503c\u6162\u6162\u964d\u4f4e\uff0c\u5bf9\u5e94\u7684\u9884\u89c8\u56fe\u4f1a\u8d8a\u6765\u8d8a\u6e05\u6670\uff0c\u5f53\u964d\u5230\u4e00\u5b9a\u6570\u503c\uff08\u4e0d\u4e00\u5b9a\u662f0.02\u6216\u80050.01\uff09\u540e\u5c31\u5f88\u96be\u5728\u964d\u4f4e\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>History<\/h3>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-full wp-image-218\" src=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162711.jpg\" alt=\"\" width=\"1278\" height=\"752\" srcset=\"https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162711.jpg@!full 1278w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162711.jpg@!medium 300w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162711.jpg@!medium_large 768w, https:\/\/deepfakescn.oss-cn-hongkong.aliyuncs.com\/2019\/03\/QQ\u622a\u56fe20190316162711.jpg@!large 1024w\" sizes=\"(max-width: 1278px) 100vw, 1278px\" \/><\/p>\n<p>\u5728\u5f00\u59cb\u8bad\u7ec3\u7684\u65f6\u5019<strong>Write preview history<\/strong> \u8f93\u5165<strong>Y<\/strong>\u4e4b\u540e\uff0c<strong>workspace\\model\\h64_history<\/strong>\u4e0b\u9762\u5c31\u4f1a\u4fdd\u5b58\u5404\u4e2a\u9636\u6bb5\u7684\u9884\u89c8\u56fe\u3002\u8fd9\u4e2a\u56fe\u5f88\u76f4\u89c2\u7684\u5c55\u73b0\u4e86\u4f60\u8fd9\u4e2a\u6a21\u578b\u7684\u8fdb\u5316\u8fc7\u7a0b\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5bf9\u4e8etrain\u8fd9\u4e2a\u8bad\u7ec3\u73af\u8282\uff0c\u4f60\u53ea\u8981\u770b\u6700\u76f4\u89c2\u7684\u9884\u89c8\u56fe\u5373\u53ef\uff0c\u5176\u4ed6\u90fd\u662f\u6d6e\u4e91\uff0c\u6d6e\u4e91\uff0c\u6d6e\u4e91\u3002<\/p>\n<p>\u8bad\u7ec3\u7ed3\u675f\u4e4b\u540e\uff01\uff01\uff01<\/p>\n<p>\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u5165\u771f\u6b63\u7684\u6362\u8138\u73af\u8282\u4e86\uff1a<a href=\"https:\/\/www.deepfaker.xyz\/?p=80\">\u8138\u90e8\u66ff\u6362\u4ee5\u53ca\u5408\u6210\u89c6\u9891\uff01<\/a><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"AuimFWS6v6\"><p><a href=\"https:\/\/www.deepfaker.xyz\/?p=80\">DeepFaceLab\u5c0f\u767d\u5165\u95e8\uff086\uff09\uff1a\u8138\u90e8\u66ff\u6362\u4ee5\u53ca\u5408\u6210\u89c6\u9891\uff01<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" src=\"https:\/\/www.deepfaker.xyz\/?p=80&#038;embed=true#?secret=AuimFWS6v6\" data-secret=\"AuimFWS6v6\" width=\"600\" height=\"338\" title=\"\u300aDeepFaceLab\u5c0f\u767d\u5165\u95e8\uff086\uff09\uff1a\u8138\u90e8\u66ff\u6362\u4ee5\u53ca\u5408\u6210\u89c6\u9891\uff01\u300b\u2014DeepFake\u4e2d\u6587\u7f51\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>&nbsp;<\/p>\n<p>DeepFaceLab\u5165\u95e8\u7cfb\u5217\u6587\u7ae0\uff1a<\/p>\n<ol>\n<li><a href=\"https:\/\/www.deepfaker.xyz\/?p=67\">DeepFaceLab\u8f6f\u4ef6\u7b80\u4ecb<\/a><\/li>\n<li><a href=\"https:\/\/www.deepfaker.xyz\/?p=69\">DeepFaceLab\u8f6f\u4ef6\u5b89\u88c5<\/a><\/li>\n<li><a href=\"https:\/\/www.deepfaker.xyz\/?p=71\">DeepFaceLab\u8f6f\u4ef6\u4f7f\u7528<\/a><\/li>\n<li><a href=\"https:\/\/www.deepfaker.xyz\/?p=76\">\u4eba\u8138\u63d0\u53d6\u8be6\u89e3<\/a><\/li>\n<li><a href=\"https:\/\/www.deepfaker.xyz\/?p=78\">\u6a21\u578b\u8bad\u7ec3\u8be6\u89e3<\/a><\/li>\n<li><a href=\"https:\/\/www.deepfaker.xyz\/?p=80\">\u5bfc\u51fa\u89c6\u9891\u8be6\u89e3<\/a><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bad\u7ec3\u6a21\u578b\uff0c\u662f\u6362\u8138\u8fc7\u7a0b\u4e2d\u6700\u91cd\u8981\u7684\u4e00\u90e8\u5206\uff0c\u4e5f\u662f\u8017\u65f6\u6700\u957f\u7684\u4e00\u90e8\u5206\u3002\u5f88\u591a\u4eba\u4f1a\u95ee\u5230\u5e95\u9700\u8981\u591a\u5c11\u65f6\u95f4\uff1f\u6709\u4eba\u4f1a\u544a\u8bc9\u4f60\u770bloss [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":94,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[4,3],"tags":[14,12,43],"_links":{"self":[{"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=\/wp\/v2\/posts\/78"}],"collection":[{"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=78"}],"version-history":[{"count":8,"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=\/wp\/v2\/posts\/78\/revisions"}],"predecessor-version":[{"id":1584,"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=\/wp\/v2\/posts\/78\/revisions\/1584"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=\/wp\/v2\/media\/94"}],"wp:attachment":[{"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=78"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=78"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deepfaker.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=78"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}