{"id":349,"date":"2020-01-26T15:21:12","date_gmt":"2020-01-26T06:21:12","guid":{"rendered":"http:\/\/singularity2045.jp\/wordpress\/?p=349"},"modified":"2020-01-26T15:21:14","modified_gmt":"2020-01-26T06:21:14","slug":"google%e7%99%ba%e8%a1%a8%ef%bc%9atransformer%e3%81%8c%e5%a4%a7%e5%ae%b9%e9%87%8f%e3%83%87%e3%83%bc%e3%82%bf%e3%82%92%e6%89%b1%e3%81%88%e3%82%8b%e3%82%88%e3%81%86%e3%81%ab%e3%81%aa%e3%81%a3%e3%81%9f","status":"publish","type":"post","link":"https:\/\/singularity2045.jp\/wordpress\/?p=349","title":{"rendered":"Google\u767a\u8868\uff1aTransformer\u304c\u5927\u5bb9\u91cf\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u3088\u3046\u306b\u306a\u3063\u305f"},"content":{"rendered":"\n<p>Google\u304c2018\u5e7411\u6708\u306bBERT\u3092\u767a\u8868\u3057\u3066\u4ee5\u6765\u3001Transformer\u3092\u5229\u7528\u3057\u305f\u69d8\u3005\u306a\u8ad6\u6587\u304c\u6ce8\u76ee\u3092\u6d74\u3073\u3066\u3044\u308b\u3002<br><br>Google\u306f2019\u5e7410\u6708\u306b\u306fBERT\u3092\u66f4\u306b\u9032\u5316\u3055\u305b\u3001Google\u691c\u7d22\u3084Google\u7ffb\u8a33\u306e\u57fa\u76e4\u6280\u8853\u3068\u3059\u308b\u3053\u3068\u3082\u767a\u8868\u3057\u3066\u3044\u308b\u3002<br><br>\u305d\u306e\u6280\u8853\u306e\u4e00\u90e8\u306e\u8a73\u7d30\u304c\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f62\u3067Google\u306e\u30d6\u30ed\u30b0\u3067\u767a\u8868\u3055\u308c\u305f\u3002\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u3057\u3066\u306eTransformer\u306e\u9577\u6240\u3092\u3044\u304b\u3057\u3064\u3064\u3001\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u5b9f\u88c5\u3059\u308b\u306b\u306f\u3001\u53d6\u308a\u6271\u3046\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u898f\u6a21\u3084\u8a08\u7b97\u6a5f\u8cc7\u6e90\u306e\u5236\u7d04\u3068\u3044\u3063\u305f\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308bReformer\u3068\u3044\u3046\u65b0\u6280\u8853\u3067\u3042\u308b\u3002<br><br>\u65e5\u672c\u8a9e\u306e\u8a18\u4e8b\u306e\u898b\u51fa\u3057\u306e\u4e2d\u306b\u306f\u3001\u300c\u5c0f\u8aac\u3092\u7406\u89e3\u3067\u304d\u308b\u300d\u3068\u3044\u3046\u8a18\u8f09\u3082\u3042\u308b\u304c\u3001\u8981\u7d04\u6587\u3092\u751f\u6210\u3067\u304d\u308b\u3068\u3044\u3046\u306e\u304c\u5b9f\u969b\u306e\u6a5f\u80fd\u3067\u3042\u308b\u3002\uff08\u4f59\u8ac7\u3067\u3042\u308b\u304c\u3001\u3053\u306e\u300c\u7406\u89e3\u300d\u3068\u3044\u3046\u8a00\u8449\u306f\u65e5\u5e38\u7684\u306b\u6c17\u8efd\u306b\u4f7f\u3046\u304c\u5b9a\u7fa9\u30fb\u8aac\u660e\u304c\u96e3\u3057\u3044\u8a00\u8449\u3067\u3042\u308a\u6280\u8853\u7684\u306b\u306f\u3042\u307e\u308a\u4f7f\u308f\u308c\u306a\u3044\u3002\uff09<br><br>Transformer\u3082\u542b\u3081Reformer\u306f\u3001\u5927\u91cf\u306e\u6587\u7ae0\uff08\u30b3\u30f3\u30c6\u30f3\u30c4\uff09\u3092\u4e8b\u524d\u306b\u5b66\u7fd2\uff08\u6559\u5e2b\u306a\u3057\uff09\u3059\u308b\u3053\u3068\u3067\u5f97\u3089\u308c\u305f\u8981\u7d20\uff08\u5358\u8a9e\u3001\u753b\u7d20\uff09\u306e\u95a2\u4fc2\u6027\u3092\u6d3b\u7528\u3057\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u3092\u53ef\u80fd\u3068\u3059\u308b\u6280\u8853\u3067\u3042\u308b\u3002<br><br>Reformer\u3092\u753b\u50cf\u306b\u9069\u7528\u3057\u305f\u4ee5\u4e0b\u306e\u4f8b\u304cGoogle\u306e\u30d6\u30ed\u30b0\u306b\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br>\u4e0a\u6bb5\u306e\u753b\u50cf\uff08\u4e0a\u534a\u5206\uff09\u3092\u5165\u529b\u3057\u3066\u3001\u5168\u4f53\u306e\u753b\u50cf\u3092Reformer\u304c\u751f\u6210\u3067\u304d\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u3053\u308c\u307e\u3067\u3082GAN\u3084VAE\u306a\u3069\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306e\u540c\u69d8\u306e\u53d6\u308a\u7d44\u307f\u304c\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3089\u308c\u308b\u3002<\/p>\n\n\n\n<p>Google\u3001\u5c0f\u8aac\u3092\u5168\u3066\u51e6\u7406\u3067\u304d\u308bAI\u7ffb\u8a33\u300cReformer\u300d\u767a\u8868<br><a href=\"https:\/\/amp.review\/2020\/01\/23\/google_reformer\/\">https:\/\/amp.review\/2020\/01\/23\/google_reformer\/<\/a><br><br>\uff08\u539f\u6587\uff09<a href=\"http:\/\/ai.googleblog.com\/2020\/01\/reformer-efficient-transformer.html\">Reformer: The Efficient Transformer<\/a><br><a href=\"https:\/\/ai.googleblog.com\/2020\/01\/reformer-efficient-transformer.html\">https:\/\/ai.googleblog.com\/2020\/01\/reformer-efficient-transformer.html<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"130\" data-attachment-id=\"350\" data-permalink=\"https:\/\/singularity2045.jp\/wordpress\/?attachment_id=350\" data-orig-file=\"https:\/\/i0.wp.com\/singularity2045.jp\/wordpress\/wp-content\/uploads\/2020\/01\/Screenshot-2020-01-15-at-5.36.11-PM.png?fit=640%2C130&amp;ssl=1\" data-orig-size=\"640,130\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Screenshot 2020-01-15 at 5.36.11 PM\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/singularity2045.jp\/wordpress\/wp-content\/uploads\/2020\/01\/Screenshot-2020-01-15-at-5.36.11-PM.png?fit=300%2C61&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/singularity2045.jp\/wordpress\/wp-content\/uploads\/2020\/01\/Screenshot-2020-01-15-at-5.36.11-PM.png?fit=640%2C130&amp;ssl=1\" 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