{"id":6200,"date":"2024-03-14T17:13:34","date_gmt":"2024-03-14T08:13:34","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow-2-x%e3%81%a81-x%e3%81%ae%e9%81%95%e3%81%84%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/"},"modified":"2025-08-03T07:47:07","modified_gmt":"2025-08-02T22:47:07","slug":"tensorflow-2-x%e3%81%a81-x%e3%81%ae%e9%81%95%e3%81%84%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow-2-x%e3%81%a81-x%e3%81%ae%e9%81%95%e3%81%84%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/","title":{"rendered":"TensorFlow 2.x\u30681.x\u306e\u9055\u3044\u3068\u306f\uff1f\u79fb\u884c\u306e\u30dd\u30a4\u30f3\u30c8"},"content":{"rendered":"

TensorFlow 2.x \u30681.x\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\uff1a<\/p>\n

    \n
  1. Eager Execution: TensorFlow 2.x\u3067\u306f\u3001Eager Execution\u30e2\u30fc\u30c9\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u969b\u306b\u3059\u3050\u306b\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u8a08\u7b97\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002\u4e00\u65b9\u3001TensorFlow 1.x\u3067\u306f\u3001\u307e\u305a\u8a08\u7b97\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3057\u3001\u305d\u306e\u5f8c\u306b\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n
  2. Keras\u306e\u7d71\u5408\uff1aTensorFlow 2.x\u3067\u306f\u3001Keras\u304c\u305d\u306e\u9ad8\u5ea6\u306aAPI\u306e\u4e00\u90e8\u3068\u3057\u3066\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u8a55\u4fa1\u304c\u3088\u308a\u7c21\u5358\u3067\u76f4\u611f\u7684\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n
  3. tf.function\u306f\u3001TensorFlow 2.x\u3067\u5c0e\u5165\u3055\u308c\u305f\u6a5f\u80fd\u3067\u3042\u308a\u3001Python\u95a2\u6570\u3092TensorFlow\u306e\u8a08\u7b97\u30b0\u30e9\u30d5\u306b\u5909\u63db\u3057\u3066\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u52b9\u7387\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n
  4. \u3044\u304f\u3064\u304b\u306e\u4f7f\u7528\u983b\u5ea6\u306e\u4f4e\u3044\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u95a2\u6570\u3092\u524a\u9664\u3057\u3001API\u3092\u7c21\u7d20\u5316\u3057\u307e\u3057\u305f\u3002<\/li>\n
  5. \u30e2\u30c7\u30eb\u306e\u5c55\u958b\u65b9\u6cd5\u304c\u6539\u5584\u3055\u308c\u3001TensorFlow Serving\u3084TensorRT\u306a\u3069\u304c\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n
  6. \u65b0\u6a5f\u80fd\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001AutoGraph\u3001tf.data\u3001tf.keras.layers\u306a\u3069\u306e\u65b0\u6a5f\u80fd\u304c\u5c0e\u5165\u3055\u308c\u3001\u30e2\u30c7\u30eb\u306e\u958b\u767a\u304c\u3088\u308a\u7c21\u5358\u3067\u52b9\u7387\u7684\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ol>\n

    TensorFlow 2.x \u306f\u30011.x \u3088\u308a\u3082\u4f7f\u3044\u3084\u3059\u304f\u3001\u67d4\u8edf\u3067\u52b9\u7387\u7684\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    TensorFlow 2.x \u30681.x\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u306f\u6b21\u306e\u3088\u3046\u306a\u9055\u3044\u304c\u3042\u308a\u307e\u3059\uff1a Eager Execution: TensorFlow 2.x\u3067\u306f\u3001Eager Execution\u30e2\u30fc\u30c9\u304c\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u6709\u52b9\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002 […]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[31,1638,1744,30],"class_list":["post-6200","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-python","tag-tensorflow","tag-tensorflow-2","tag-30"],"yoast_head":"\nTensorFlow 2.x\u30681.x\u306e\u9055\u3044\u3068\u306f\uff1f\u79fb\u884c\u306e\u30dd\u30a4\u30f3\u30c8 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"TensorFlow 2.x\u30681.x\u306e\u4e3b\u306a\u9055\u3044\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u79fb\u884c\u6642\u306e\u6ce8\u610f\u70b9\u3084\u5909\u66f4\u70b9\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3092\u691c\u8a0e\u4e2d\u306e\u65b9\u5fc5\u898b\uff01\" \/>\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-2-x\u30681-x\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TensorFlow 2.x\u30681.x\u306e\u9055\u3044\u3068\u306f\uff1f\u79fb\u884c\u306e\u30dd\u30a4\u30f3\u30c8\" \/>\n<meta property=\"og:description\" content=\"TensorFlow 2.x\u30681.x\u306e\u4e3b\u306a\u9055\u3044\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u79fb\u884c\u6642\u306e\u6ce8\u610f\u70b9\u3084\u5909\u66f4\u70b9\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3092\u691c\u8a0e\u4e2d\u306e\u65b9\u5fc5\u898b\uff01\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow-2-x\u30681-x\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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