{"id":6243,"date":"2024-03-14T17:22:33","date_gmt":"2024-03-14T08:22:33","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow%e3%81%af%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%aa%e4%b8%80%e8%88%ac%e7%9a%84%e3%81%aa%e6%90%8d%e5%a4%b1%e9%96%a2%e6%95%b0%e3%82%92%e6%8f%90%e4%be%9b%e3%81%97%e3%81%a6%e3%81%84%e3%81%be\/"},"modified":"2025-08-03T08:01:45","modified_gmt":"2025-08-02T23:01:45","slug":"tensorflow%e3%81%af%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%aa%e4%b8%80%e8%88%ac%e7%9a%84%e3%81%aa%e6%90%8d%e5%a4%b1%e9%96%a2%e6%95%b0%e3%82%92%e6%8f%90%e4%be%9b%e3%81%97%e3%81%a6%e3%81%84%e3%81%be","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow%e3%81%af%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%aa%e4%b8%80%e8%88%ac%e7%9a%84%e3%81%aa%e6%90%8d%e5%a4%b1%e9%96%a2%e6%95%b0%e3%82%92%e6%8f%90%e4%be%9b%e3%81%97%e3%81%a6%e3%81%84%e3%81%be\/","title":{"rendered":"TensorFlow \u640d\u5931\u95a2\u6570\u3068\u306f\uff1f\u7a2e\u985e\u3068\u9078\u3073\u65b9\u3092\u89e3\u8aac"},"content":{"rendered":"

TensorFlow\u306f\u3001\u591a\u304f\u306e\u4e00\u822c\u7684\u306a\u640d\u5931\u95a2\u6570\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u4f8b\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u3053\u308c\u306b\u9650\u3089\u308c\u307e\u305b\u3093\uff1a<\/p>\n

    \n
  1. \u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u640d\u5931\u95a2\u6570\uff08Mean Squared Error Loss\uff09<\/li>\n
  2. \u30af\u30ed\u30b9\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u95a2\u6570<\/li>\n
  3. Hinge\u640d\u5931\u95a2\u6570 (Hinge Loss)<\/li>\n
  4. \u30d2\u30e5\u30fc\u30d0\u30fc\u640d\u5931\u95a2\u6570\uff08Huber Loss\uff09<\/li>\n
  5. Kullback-Leibler\u30c0\u30a4\u30d0\u30fc\u30b8\u30a7\u30f3\u30b9\u640d\u5931\u95a2\u6570<\/li>\n
  6. \u30bd\u30d5\u30c8\u30de\u30c3\u30af\u30b9\u4ea4\u5dee\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u95a2\u6570\uff08Softmax Cross Entropy Loss\uff09<\/li>\n
  7. \u758e\u306aSoftmax\u4ea4\u5dee\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u95a2\u6570\uff08Sparse Softmax Cross Entropy Loss\uff09<\/li>\n
  8. \u30b7\u30b0\u30e2\u30a4\u30c9\u30af\u30ed\u30b9\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u30ed\u30b9<\/li>\n
  9. L1\u640d\u5931\u95a2\u6570<\/li>\n
  10. \u4e8c\u4e57\u8aa4\u5dee\u95a2\u6570\uff08L2 Loss\uff09<\/li>\n<\/ol>\n

    \u5177\u4f53\u306e\u30bf\u30b9\u30af\u3084\u30e2\u30c7\u30eb\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u640d\u5931\u95a2\u6570\u3092\u9078\u629e\u3057\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    TensorFlow\u306f\u3001\u591a\u304f\u306e\u4e00\u822c\u7684\u306a\u640d\u5931\u95a2\u6570\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u4f8b\u306b\u306f\u4ee5\u4e0b\u304c\u542b\u307e\u308c\u307e\u3059\u304c\u3001\u3053\u308c\u306b\u9650\u3089\u308c\u307e\u305b\u3093\uff1a \u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u640d\u5931\u95a2\u6570\uff08Mean Squared Error Loss\uff09 \u30af\u30ed\u30b9\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u640d\u5931\u95a2\u6570 Hin […]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1638,1640,1812,30],"class_list":["post-6243","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-tensorflow","tag-1640","tag-1812","tag-30"],"yoast_head":"\nTensorFlow \u640d\u5931\u95a2\u6570\u3068\u306f\uff1f\u7a2e\u985e\u3068\u9078\u3073\u65b9\u3092\u89e3\u8aac - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"TensorFlow\u3067\u5229\u7528\u3067\u304d\u308b\u640d\u5931\u95a2\u6570\u306b\u3064\u3044\u3066\u3001\u7a2e\u985e\u3001\u9078\u3073\u65b9\u3001\u5177\u4f53\u7684\u306a\u4f7f\u3044\u65b9\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u56de\u5e30\u3001\u5206\u985e\u306a\u3069\u30bf\u30b9\u30af\u306b\u6700\u9069\u306a\u640d\u5931\u95a2\u6570\u3092\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow\u306f\u3069\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u640d\u5931\u95a2\u6570\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TensorFlow \u640d\u5931\u95a2\u6570\u3068\u306f\uff1f\u7a2e\u985e\u3068\u9078\u3073\u65b9\u3092\u89e3\u8aac\" \/>\n<meta property=\"og:description\" content=\"TensorFlow\u3067\u5229\u7528\u3067\u304d\u308b\u640d\u5931\u95a2\u6570\u306b\u3064\u3044\u3066\u3001\u7a2e\u985e\u3001\u9078\u3073\u65b9\u3001\u5177\u4f53\u7684\u306a\u4f7f\u3044\u65b9\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002\u56de\u5e30\u3001\u5206\u985e\u306a\u3069\u30bf\u30b9\u30af\u306b\u6700\u9069\u306a\u640d\u5931\u95a2\u6570\u3092\u898b\u3064\u3051\u307e\u3057\u3087\u3046\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow\u306f\u3069\u306e\u3088\u3046\u306a\u4e00\u822c\u7684\u306a\u640d\u5931\u95a2\u6570\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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