{"id":5098,"date":"2024-06-11T18:21:00","date_gmt":"2024-06-11T09:21:00","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=5098"},"modified":"2024-06-11T18:22:00","modified_gmt":"2024-06-11T09:22:00","slug":"effect_of_arguments","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/effect_of_arguments\/","title":{"rendered":"conv2d\u306e\u5f15\u6570\u306e\u5f79\u5272\u3068\u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3068\u306f"},"content":{"rendered":"\n

\u4eca\u56de\u306fconv2d\u306e\u5f15\u6570\u3067\u3042\u308bpadding\u3001kernel_size\u3001stride\u306e\u5f79\u5272\u3068\u305d\u308c\u3089\u306e\u5024\u3092\u5909\u3048\u308b\u3068\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u8a18\u8f09\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n

\u306f\u3058\u3081\u306b<\/h2>\n

\u4eca\u56de\u306fconv2d\u306e\u5f15\u6570\u3067\u3042\u308bpadding\u3001kernel_size\u3001stride\u306e\u5f79\u5272\u3068\u305d\u308c\u3089\u306e\u5024\u3092\u5909\u3048\u308b\u3068\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u8a18\u8f09\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n

padding\u3068\u306f<\/h2>\n

padding\u306f\u5165\u529b\u30c7\u30fc\u30bf\u306e\u5468\u56f2\u306b\u8ffd\u52a0\u3059\u308b\u30d4\u30af\u30bb\u30eb\u3092\u6307\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u51fa\u529b\u306e\u7a7a\u9593\u7684\u306a\u5bf8\u6cd5\u3092\u5236\u5fa1\u3057\u3001\u7279\u5b9a\u306e\u7279\u6027\u3092\u6301\u3064\u51fa\u529b\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5165\u529b\u304c5\u00d75\u306e\u753b\u50cf\u3067\u30ab\u30fc\u30cd\u30eb\u30b5\u30a4\u30ba\u304c3\u00d73\u306e\u5834\u5408\u3001padding\u306a\u3057\u3060\u3068\u51fa\u529b\u306f3\u00d73\u306b\u306a\u308a\u307e\u3059\u3002\u5165\u529b\u3068\u540c\u3058\u304f5\u00d75\u306e\u51fa\u529b\u3092\u5f97\u308b\u306b\u306fpadding = 1\u3068\u3059\u308b\u3053\u3068\u3067\u3001\u5468\u56f2\u306b1\u30d4\u30af\u30bb\u30eb\u305a\u3064\u30d1\u30c7\u30a3\u30f3\u30b0\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n

kernel_size\u3068\u306f<\/h2>\n

kernel_size\u306f\u7573\u307f\u8fbc\u307f\u30d5\u30a3\u30eb\u30bf\uff08\u30ab\u30fc\u30cd\u30eb\uff09\u306e\u5bf8\u6cd5\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\u30ab\u30fc\u30cd\u30eb\u306f\u3001\u5165\u529b\u753b\u50cf\u4e0a\u3092\u79fb\u52d5\u3057\u3066\u7279\u5fb4\u3092\u62bd\u51fa\u3059\u308b\u5c0f\u3055\u306a\u884c\u5217\u3067\u3059\u3002\u30ab\u30fc\u30cd\u30eb\u306e\u30b5\u30a4\u30ba\u306f\u901a\u5e38\u30013\u00d73 \u30845\u00d75 \u306a\u3069\u306e\u6b63\u65b9\u5f62\u3067\u6307\u5b9a\u3055\u308c\u307e\u3059\u304c\u3001\u9577\u65b9\u5f62\u306e\u30ab\u30fc\u30cd\u30eb\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30ab\u30fc\u30cd\u30eb\u30b5\u30a4\u30ba\u304c3\u00d73 \u306e\u5834\u5408\u3001\u7573\u307f\u8fbc\u307f\u30d5\u30a3\u30eb\u30bf\u306f3\u00d73 \u306e\u7bc4\u56f2\u3092\u30ab\u30d0\u30fc\u3057\u3001\u3053\u306e\u7bc4\u56f2\u306e\u30d4\u30af\u30bb\u30eb\u5024\u3092\u4f7f\u7528\u3057\u3066\u51fa\u529b\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002<\/p>\n\n

stride\u3068\u306f<\/h2>\n

stride\u306f\u30ab\u30fc\u30cd\u30eb\u304c\u5165\u529b\u30c7\u30fc\u30bf\u4e0a\u3092\u79fb\u52d5\u3059\u308b\u30b9\u30c6\u30c3\u30d7\u306e\u5927\u304d\u3055\u3092\u6307\u3057\u307e\u3059\u3002\u30b9\u30c8\u30e9\u30a4\u30c9\u304c1\u306e\u5834\u5408\u3001\u30ab\u30fc\u30cd\u30eb\u306f1\u30d4\u30af\u30bb\u30eb\u305a\u3064\u79fb\u52d5\u3057\u307e\u3059\u3002\u30b9\u30c8\u30e9\u30a4\u30c9\u304c2\u306e\u5834\u5408\u3001\u30ab\u30fc\u30cd\u30eb\u306f2\u30d4\u30af\u30bb\u30eb\u305a\u3064\u79fb\u52d5\u3057\u307e\u3059\u3002\u30b9\u30c8\u30e9\u30a4\u30c9\u3092\u5927\u304d\u304f\u3059\u308b\u3068\u3001\u51fa\u529b\u30b5\u30a4\u30ba\u306f\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30b9\u30c8\u30e9\u30a4\u30c9\u304c1\u306e\u5834\u5408\u3001\u30ab\u30fc\u30cd\u30eb\u306f\u5165\u529b\u753b\u50cf\u4e0a\u30921\u30d4\u30af\u30bb\u30eb\u305a\u3064\u79fb\u52d5\u3057\u307e\u3059\u3002\u30b9\u30c8\u30e9\u30a4\u30c9\u304c2\u306e\u5834\u5408\u3001\u30ab\u30fc\u30cd\u30eb\u306f2\u30d4\u30af\u30bb\u30eb\u305a\u3064\u79fb\u52d5\u3059\u308b\u305f\u3081\u3001\u8a08\u7b97\u91cf\u304c\u6e1b\u308a\u51fa\u529b\u30b5\u30a4\u30ba\u3082\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n

\u305d\u308c\u305e\u308c\u306e\u5f15\u6570\u304c\u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u308b\u5f71\u97ff<\/h2>\n

padding\u306e\u5024\u304c\u5927\u304d\u3044\u3068\u304d\uff1a<\/p>\r\n

\u3000\u30e1\u30ea\u30c3\u30c8\uff1a\u51fa\u529b\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u7dad\u6301\u3055\u308c\u308b\u305f\u3081\u3001\u3088\u308a\u591a\u304f\u306e\u7a7a\u9593\u7684\u60c5\u5831\u304c\u4fdd\u6301\u3055\u308c\u307e\u3059\u3002<\/p>\r\n

\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a\u51fa\u529b\u30b5\u30a4\u30ba\u304c\u5927\u304d\u304f\u306a\u308b\u305f\u3081\u3001\u8a08\u7b97\u91cf\u3068\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u5897\u52a0\u3057\u3001\u30e2\u30c7\u30eb\u304c\u91cd\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\r\n

padding\u306e\u5024\u304c\u5c0f\u3055\u3044\u3068\u304d<\/p>\r\n

\u3000\u30e1\u30ea\u30c3\u30c8\uff1a\u51fa\u529b\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u304f\u306a\u308b\u305f\u3081\u3001\u8a08\u7b97\u91cf\u3068\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u304c\u524a\u6e1b\u3055\u308c\u3001\u30e2\u30c7\u30eb\u304c\u8efd\u91cf\u5316\u3059\u308b\u3002<\/p>\r\n

\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a\u5c64\u304c\u6df1\u304f\u306a\u308b\u306b\u3064\u308c\u3066\u51fa\u529b\u30b5\u30a4\u30ba\u304c\u6025\u6fc0\u306b\u6e1b\u5c11\u3057\u3001\u7a7a\u9593\u7684\u306a\u60c5\u5831\u304c\u5931\u308f\u308c\u308b\u3002<\/p>\r\n

 <\/p>\r\n

kernel_size\u306e\u5024\u304c\u5927\u304d\u3044\u3068\u304d\uff1a<\/p>\r\n

\u3000\u30e1\u30ea\u30c3\u30c8\uff1a\u5e83\u7bc4\u56f2\u306e\u5927\u304d\u306a\u7279\u5fb4\u91cf\u3092\u6349\u3048\u3089\u308c\u308b\u3002<\/p>\r\n

\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a\u7279\u5fb4\u30de\u30c3\u30d7\u306e\u7a7a\u9593\u89e3\u50cf\u5ea6\u304c\u4f4e\u4e0b\u3057\u3084\u3059\u304f\u3001\u307e\u305f\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u5897\u52a0\u3059\u308b\u305f\u3081\u3001\u8a08\u7b97\u6642\u9593\u304c\u304b\u304b\u308b\u3002<\/p>\r\n

kernel_size\u306e\u5024\u304c\u5c0f\u3055\u3044\u3068\u304d\uff1a<\/p>\r\n

\u3000\u30e1\u30ea\u30c3\u30c8\uff1a\u7d30\u304b\u3044\u7279\u5fb4\u3092\u6349\u3048\u3089\u308c\u308b\u3002\u7279\u5fb4\u30de\u30c3\u30d7\u306e\u7a7a\u9593\u89e3\u50cf\u5ea6\u3092\u4fdd\u6301\u3057\u3084\u3059\u3044\u3002\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\u304c\u5c11\u306a\u3044\u305f\u3081\u3001\u8a08\u7b97\u6642\u9593\u304c\u77ed\u3044\u3002<\/p>\r\n

 <\/p>\r\n

stride\u306e\u5024\u304c\u5927\u304d\u3044\u3068\u304d\uff1a<\/p>\r\n

\u3000\u30e1\u30ea\u30c3\u30c8\uff1a\u30d5\u30a3\u30eb\u30bf\u30fc\u306e\u9069\u5fdc\u56de\u6570\u304c\u5c11\u306a\u304f\u306a\u308a\u3001\u8a08\u7b97\u91cf\u304c\u6e1b\u5c11\u3059\u308b\u3002<\/p>\r\n

\u52b9\u7387\u7684\u306b\u60c5\u5831\u3092\u5727\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\r\n

\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a\u7a7a\u9593\u7684\u306a\u89e3\u50cf\u5ea6\u304c\u4f4e\u4e0b\u3057\u3001\u8a73\u7d30\u306a\u60c5\u5831\u304c\u5931\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n

stride\u306e\u5024\u304c\u5c0f\u3055\u3044\u3068\u304d\uff1a<\/p>\r\n

\u3000\u30e1\u30ea\u30c3\u30c8\uff1a\u7a7a\u9593\u7684\u306a\u89e3\u50cf\u5ea6\u304c\u9ad8\u304f\u4fdd\u305f\u308c\u3001\u8a73\u7d30\u306a\u60c5\u5831\u304c\u591a\u304f\u6b8b\u308a\u307e\u3059\u3002<\/p>\r\n

\u3000\u30c7\u30e1\u30ea\u30c3\u30c8\uff1a\u30d5\u30a3\u30eb\u30bf\u30fc\u306e\u9069\u5fdc\u56de\u6570\u304c\u591a\u304f\u306a\u308a\u3001\u305d\u308c\u306b\u4f34\u3063\u3066\u8a08\u7b97\u91cf\u3082\u5897\u52a0\u3057\u307e\u3059\u3002\u307e\u305f\u30d5\u30a3\u30eb\u30bf\u30fc\u304c\u5c11\u3057\u305a\u3064\u91cd\u306a\u308a\u306a\u304c\u3089\u5165\u529b\u753b\u50cf\u3092\u30b9\u30ad\u30e3\u30f3\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u52b9\u7387\u7684\u306a\u5727\u7e2e\u304c\u96e3\u3057\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n

\u307e\u3068\u3081<\/h2>\n

\u4eca\u56de\u306fconv2d\u306e\u5f15\u6570\u306b\u3064\u3044\u3066\u8a18\u8f09\u3057\u307e\u3057\u305f\u3002<\/p>\r\n

padding\u3001kernel_size\u3001stride\u306e\u305d\u308c\u305e\u308c\u306e\u5024\u3092\u5909\u3048\u308b\u3053\u3068\u3067\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u304c\u5206\u304b\u3063\u305f\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\r\n

\u5b9f\u969b\u306b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u53c2\u8003\u306b\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>","protected":false},"excerpt":{"rendered":"

\u4eca\u56de\u306fconv2d\u306e\u5f15\u6570\u3067\u3042\u308bpadding\u3001kernel_size\u3001stride\u306e\u5f79\u5272\u3068\u305d\u308c\u3089\u306e\u5024\u3092\u5909\u3048\u308b\u3068\u30e2\u30c7\u30eb\u304c\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u8a18\u8f09\u3057\u3066\u3044\u304d\u307e\u3059\u3002 \u306f\u3058\u3081\u306b \u4eca\u56de\u306fconv2d\u306e\u5f15\u6570\u3067\u3042\u308bpadding\u3001ke […]<\/p>\n","protected":false},"author":19,"featured_media":3123,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","swell_btn_cv_data":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[1249],"tags":[96,331,630,419],"class_list":["post-5098","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge","tag-ai","tag-python","tag-pytorch","tag-419"],"_links":{"self":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/5098","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/comments?post=5098"}],"version-history":[{"count":0,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/posts\/5098\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media\/3123"}],"wp:attachment":[{"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/media?parent=5098"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/categories?post=5098"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/since2020.jp\/media\/wp-json\/wp\/v2\/tags?post=5098"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}