{"id":29046,"date":"2024-03-18T19:51:36","date_gmt":"2024-03-18T10:51:36","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/pytorch%e3%81%aelinear%e9%96%a2%e6%95%b0%e3%81%af%e3%81%a9%e3%82%93%e3%81%aa%e5%bd%b9%e5%89%b2%e3%82%92%e6%9e%9c%e3%81%9f%e3%81%99%e3%81%ae%e3%81%8b%e3%80%82\/"},"modified":"2024-03-22T20:03:52","modified_gmt":"2024-03-22T11:03:52","slug":"pytorch%e3%81%aelinear%e9%96%a2%e6%95%b0%e3%81%af%e3%81%a9%e3%82%93%e3%81%aa%e5%bd%b9%e5%89%b2%e3%82%92%e6%9e%9c%e3%81%9f%e3%81%99%e3%81%ae%e3%81%8b%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/pytorch%e3%81%aelinear%e9%96%a2%e6%95%b0%e3%81%af%e3%81%a9%e3%82%93%e3%81%aa%e5%bd%b9%e5%89%b2%e3%82%92%e6%9e%9c%e3%81%9f%e3%81%99%e3%81%ae%e3%81%8b%e3%80%82\/","title":{"rendered":"PyTorch\u306eLinear\u95a2\u6570\u306f\u3069\u3093\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u306e\u304b\u3002"},"content":{"rendered":"

PyTorch\u306eLinear\u95a2\u6570\u306f\u3001\u7dda\u5f62\u5909\u63db\u3092\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5165\u529b\u30c6\u30f3\u30bd\u30eb\u3092\u91cd\u307f\u884c\u5217\u3068\u884c\u5217\u7a4d\u3092\u53d6\u308a\u3001\u30d0\u30a4\u30a2\u30b9\u30d9\u30af\u30c8\u30eb\u3092\u52a0\u7b97\u3057\u3066\u3001\u51fa\u529b\u30c6\u30f3\u30bd\u30eb\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/p>\n

\u5177\u4f53\u306b\u8a00\u3046\u3068\u3001linear\u95a2\u6570\u306e\u5f79\u5272\u306f\u3001\u5165\u529b\u30c6\u30f3\u30bd\u30eb\u306e\u5404\u8981\u7d20\u3092\u91cd\u307f\u884c\u5217\u3068\u639b\u3051\u5408\u308f\u305b\u3001\u5168\u3066\u306e\u7a4d\u3092\u52a0\u7b97\u3057\u3001\u30d0\u30a4\u30a2\u30b9\u30d9\u30af\u30c8\u30eb\u306e\u5bfe\u5fdc\u3059\u308b\u8981\u7d20\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u4ee5\u4e0b\u306e\u5f0f\u3067\u8868\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a<\/p>\n

\u51fa\u529b = \u5165\u529b * \u91cd\u307f^T + \u30d0\u30a4\u30a2\u30b9<\/p>\n

input\u3068\u306f\u3001\u5165\u529b\u30c6\u30f3\u30bd\u30eb\u3067\u3042\u308a\u3001weight\u3068\u306f\u91cd\u307f\u884c\u5217\u3067\u3042\u308a\u3001bias\u3068\u306f\u30d0\u30a4\u30a2\u30b9\u30d9\u30af\u30c8\u30eb\u3067\u3042\u308b\u3002\u91cd\u307f\u884c\u5217\u306e\u30b5\u30a4\u30ba\u306f[out_features, in_features]\u3067\u3042\u308a\u3001\u3053\u3053\u3067out_features\u306f\u51fa\u529b\u30c6\u30f3\u30bd\u30eb\u306e\u30b5\u30a4\u30ba\u3092\u793a\u3057\u3001in_features\u306f\u5165\u529b\u30c6\u30f3\u30bd\u30eb\u306e\u30b5\u30a4\u30ba\u3092\u793a\u3059\u3002\u30d0\u30a4\u30a2\u30b9\u30d9\u30af\u30c8\u30eb\u306e\u30b5\u30a4\u30ba\u306f[out_features]\u3067\u3042\u308a\u3001\u3064\u307e\u308a\u51fa\u529b\u30c6\u30f3\u30bd\u30eb\u306e\u30b5\u30a4\u30ba\u3068\u540c\u3058\u3067\u3042\u308b\u3002<\/p>\n

\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5168\u7d50\u5408\u5c64\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u7dda\u5f62\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u7dda\u5f62\u95a2\u6570\u306f\u3001\u5165\u529b\u30c6\u30f3\u30bd\u30eb\u3092\u7570\u306a\u308b\u6b21\u5143\u306e\u51fa\u529b\u30c6\u30f3\u30bd\u30eb\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3057\u3001\u7279\u5fb4\u306e\u5909\u63db\u3068\u62bd\u51fa\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

PyTorch\u306eLinear\u95a2\u6570\u306f\u3001\u7dda\u5f62\u5909\u63db\u3092\u5b9a\u7fa9\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5165\u529b\u30c6\u30f3\u30bd\u30eb\u3092\u91cd\u307f\u884c\u5217\u3068\u884c\u5217\u7a4d\u3092\u53d6\u308a\u3001\u30d0\u30a4\u30a2\u30b9\u30d9\u30af\u30c8\u30eb\u3092\u52a0\u7b97\u3057\u3066\u3001\u51fa\u529b\u30c6\u30f3\u30bd\u30eb\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002 \u5177\u4f53\u306b\u8a00\u3046\u3068\u3001linear\u95a2\u6570\u306e\u5f79\u5272\u306f\u3001\u5165\u529b\u30c6\u30f3\u30bd\u30eb […]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-29046","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\nPyTorch\u306eLinear\u95a2\u6570\u306f\u3069\u3093\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u306e\u304b\u3002 - 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