{"height":"190","blog_url":"https://ninhydrin.hatenablog.com/","published":"2021-10-07 10:27:44","html":"<iframe src=\"https://hatenablog-parts.com/embed?url=https%3A%2F%2Fninhydrin.hatenablog.com%2Fentry%2F2021%2F10%2F07%2F102744\" title=\" [\u8ad6\u6587\u30e1\u30e2] ResNet strikes back: An improved training procedure in timm - \u306b\u3093\u3072\u3069\u308a\u3093\u306f\u3093\u306e\u3046\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\"></iframe>","provider_url":"https://hatena.blog","version":"1.0","width":"100%","blog_title":"\u306b\u3093\u3072\u3069\u308a\u3093\u306f\u3093\u306e\u3046","image_url":"https://cdn-ak.f.st-hatena.com/images/fotolife/N/Ninhydrin/20211005/20211005101131.png","title":" [\u8ad6\u6587\u30e1\u30e2] ResNet strikes back: An improved training procedure in timm","author_name":"Ninhydrin","description":"arxiv.org \u5c11\u3005\u96d1\u306a\u307e\u3068\u3081\u3002\u5fae\u5999\u306b\u304a\u304b\u3057\u3044\u3068\u3053\u308d\u304c\u3042\u308b\u304b\u3082\u306a\u306e\u3067\u52d8\u5f01\u3002ILSVRC2012\u306e\u753b\u50cf\u5206\u985e\u30bf\u30b9\u30af\u306e\u7cbe\u5ea6\u304c\u30e2\u30c7\u30eb\u306e\u8a55\u4fa1\u3068\u3057\u3066\u3088\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002 \u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u306f\u4ee5\u4e0b\u306e\u5f0f\u3068\u8003\u3048\u3089\u308c\u308b\u3002\u304c\u30e2\u30c7\u30eb\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u304c\u5b66\u7fd2\u624b\u7d9a\u304d\u3001\u304c\u6e2c\u5b9a\u6642\u306e\u30ce\u30a4\u30ba(\u904e\u5b66\u7fd2\u3084max\u306e\u30e2\u30c7\u30eb\u9078\u629e\u306a\u3069\u3082\u542b\u3081\u308b)\u3002 \u3053\u3053\u3067\u3044\u3046\u5b66\u7fd2\u624b\u7d9a\u304d\u3068\u306fepoch\u6570\u3084\u30d0\u30c3\u30c1\u30b5\u30a4\u30ba\u3001augmentation\u306a\u3069\u3002 \u7570\u306a\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6bd4\u8f03\u3059\u308b\u3068\u304d\u306b\u540c\u3058\u5b66\u7fd2\u624b\u7d9a\u304d\u304c\u6700\u9069\u3068\u306f\u9650\u3089\u305a\u3001\u5b66\u7fd2\u624b\u7d9a\u304d\u306e\u9078\u629e\u306b\u3088\u3063\u3066\u3069\u3061\u3089\u304b\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6697\u9ed9\u7684\u306b\u6709\u5229\u306b\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u3042\u308b\u3002 ResNet-50\u306f\u6bd4\u8f03\u5bfe\u8c61\u3068\u3057\u3066\u826f\u304f\u63a1\u7528\u3055\u308c\u308b\u304c\u3001\u7cbe\u5ea6\u3068\u3057\u3066\u306f\u2026","provider_name":"Hatena Blog","categories":["ResNet","\u8ad6\u6587\u8aad\u307f"],"type":"rich","url":"https://ninhydrin.hatenablog.com/entry/2021/10/07/102744","author_url":"https://blog.hatena.ne.jp/Ninhydrin/"}