{"published":"2021-07-10 19:18:47","width":"100%","author_name":"derwind","provider_url":"https://hatena.blog","image_url":null,"categories":["machine_learning"],"title":"GAN \u306e\u69cb\u9020","height":"190","provider_name":"Hatena Blog","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Frandommemory.hatenablog.com%2Fentry%2F2021%2F07%2F10%2F191847\" title=\"GAN \u306e\u69cb\u9020 - \u3089\u3093\u3060\u3080\u306a\u8a18\u61b6\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","url":"https://randommemory.hatenablog.com/entry/2021/07/10/191847","blog_title":"\u3089\u3093\u3060\u3080\u306a\u8a18\u61b6","version":"1.0","type":"rich","blog_url":"https://randommemory.hatenablog.com/","author_url":"https://blog.hatena.ne.jp/derwind/","description":"gan/gan.py \u3092\u898b\u308b\u3068\u3001\u751f\u6210\u5668\u3082\u8b58\u5225\u5668\u3082\u69cb\u9020\u306f\u4f3c\u3066\u3044\u3066\u3001\u7dda\u5f62\u5c64 + ReLU (activation) \u3092\u91cd\u306d\u305f\u5f62\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u751f\u6210\u5668\u306f Tanh \u3067\u7d42\u308f\u308a [-1, 1] \u306e\u30d5\u30e9\u30c3\u30c8\u306a\u30c6\u30f3\u30bd\u30eb\u3092 view \u3067\u753b\u50cf\u306e\u5f62\u72b6\u306b rehape \u3059\u308b\u3002\u8b58\u5225\u5668\u306f\u30b9\u30ab\u30e9\u30fc\u91cf\u3092\u51fa\u3057\u3066 Sigmoid \u3067\u7d42\u308f\u308b\u3053\u3068\u3067\u78ba\u7387\u5024\u3092\u51fa\u3057\u3066\u3044\u308b\u3002 \u8a13\u7df4\u306f\u3088\u304f\u3042\u308b\u89e3\u8aac\u306e\u901a\u308a\u3001\u300c\u3042\u308b\u78ba\u7387\u5206\u5e03\uff08\u3053\u306e\u30b3\u30fc\u30c9\u3067\u306f\u6b63\u898f\u5206\u5e03\uff09\u306b\u5f93\u3044\u6f5c\u5728\u7a7a\u9593\u5185\u306b\u5e83\u304c\u308b\u6f5c\u5728\u5909\u6570\uff08\u30ce\u30a4\u30ba\uff09\u3092\u5165\u529b\u3068\u3057\u3066\u3001\u751f\u6210\u5668\u304c\u751f\u6210\u3059\u308b\u30d5\u30a7\u30a4\u30af\u753b\u50cf\u300d\u3068\u300c\u672c\u7269\u306e\u753b\u50cf\u300d\u3092\u5171\u306b\u8b58\u5225\u5668\u306b\u901a\u3057\u3066\u771f\u507d\u3092\u5224\u5b9a\u3059\u308b\u3002 \u3053\u308c\u3067\u3044\u3064\u306e\u9593\u306b\u304b\u751f\u6210\u5668\u306f\u30ce\u30a4\u30ba\u304b\u3089\u30ea\u30a2\u30eb\u306a\u30d5\u30a7\u30a4\u30af\u753b\u50cf\u3092\u4f5c\u6210\u2026"}