{"id":4391,"date":"2023-05-27T15:04:25","date_gmt":"2023-05-27T07:04:25","guid":{"rendered":"http:\/\/www.sniper97.cn\/?p=4391"},"modified":"2024-01-26T10:35:02","modified_gmt":"2024-01-26T02:35:02","slug":"%e3%80%90%e8%ae%ba%e6%96%87%e3%80%91deepnet-scaling-transformers-to-1000-layers","status":"publish","type":"post","link":"http:\/\/www.sniper97.cn\/index.php\/note\/deep-learning\/paper-deep-learning\/4391\/","title":{"rendered":"\u3010\u8bba\u6587\u3011DeepNet: Scaling Transformers to 1,000 Layers"},"content":{"rendered":"\n<p><a href=\"http:\/\/arxiv.org\/abs\/2203.00555\" target=\"_blank\" rel=\"noopener\" title=\"\">http:\/\/arxiv.org\/abs\/2203.00555<\/a><\/p>\n\n\n\n<div class=\"wp-block-aioseo-table-of-contents\"><ul><li><a href=\"#aioseo-1\">1.\u52a8\u673a<\/a><\/li><li><a href=\"#aioseo-2\">2.\u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8bad\u7ec3\u4e0d\u7a33\u5b9a<\/a><\/li><li><a href=\"#aioseo-3-deepnorm\">3.DeepNorm<\/a><\/li><li><a href=\"#aioseo-4\">4.\u5b9e\u9a8c\u7ed3\u679c<\/a><\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-1\">1.\u52a8\u673a<\/h2>\n\n\n\n<p>\u6211\u4eec\u77e5\u9053transformer\u7684\u6df1\u5ea6\u6bd4\u5e7f\u5ea6\u66f4\u4e3a\u91cd\u8981\uff0c\u56e0\u6b64\u7406\u8bba\u4e0a\u540c\u7b49\u53c2\u6570\u91cf\u7684\u7f51\u7edc\uff0c\u66f4\u6df1\u6bd4\u66f4\u5bbd\u66f4\u4e3a\u91cd\u8981\u3002\u4f46\u662f\u8bad\u7ec3\u6df1\u5c42transformer\u6781\u5176\u4e0d\u7a33\u5b9a\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684DeepNorm\uff0c\u53ef\u4ee5\u7a33\u5b9a\u8bad\u7ec3\u5343\u5c42transformer\uff0c\u540c\u65f6\u672c\u6587\u8fd8\u5206\u6790\u4e86\u4e00\u4e0b\u4e3a\u4ec0\u4e48\u4f1a\u51fa\u73b0\u8bad\u7ec3\u7684\u4e0d\u7a33\u5b9a\u3002<\/p>\n\n\n\n<p>\u4f7f\u7528DeepNorm\u7684\u5343\u5c42transformer\u57283.2B\u53c2\u6570\u4e0b\u7684\u6027\u80fd\u4f1a\u8d85\u8fc712B\u6a21\u578b5\u4e2a\u70b9\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter 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