{"id":22739,"date":"2024-03-16T20:24:59","date_gmt":"2024-03-16T11:24:59","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow%e3%81%a7%e3%83%88%e3%83%ac%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%97%e3%81%9f%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%91%bc%e3%81%b3%e5%87%ba\/"},"modified":"2025-08-07T12:32:57","modified_gmt":"2025-08-07T03:32:57","slug":"tensorflow%e3%81%a7%e3%83%88%e3%83%ac%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%97%e3%81%9f%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%91%bc%e3%81%b3%e5%87%ba","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow%e3%81%a7%e3%83%88%e3%83%ac%e3%83%bc%e3%83%8b%e3%83%b3%e3%82%b0%e3%81%97%e3%81%9f%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e5%91%bc%e3%81%b3%e5%87%ba\/","title":{"rendered":"TensorFlow\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u547c\u3073\u51fa\u3059\u306e\u304b\u3002"},"content":{"rendered":"

TensorFlow\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

    \n
  1. tf.saved_model.load\u3092\u4f7f\u3044\u307e\u3059\u3002<\/li>\n<\/ol>\n
    import<\/span> tensorflow as<\/span> tf\r\n\r\nloaded_model = tf.saved_model.load('path\/to\/saved\/model'<\/span>)\r\n<\/code><\/pre>\n
      \n
    1. It would be:
      \nloaded_model.\u7f72\u540d<\/li>\n<\/ol>\n
      inference_fn = loaded_model.signatures['serving_default'<\/span>]\r\n<\/code><\/pre>\n
        \n
      1. \u30c7\u30fc\u30bf\u3092\u5165\u529b\u3059\u308b\u6e96\u5099\uff1a\u30e2\u30c7\u30eb\u306e\u5165\u529b\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u3001\u30c7\u30fc\u30bf\u3092\u6e96\u5099\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u3001\u5165\u529b\u30c7\u30fc\u30bf\u306f\u30c6\u30f3\u30bd\u30eb\u307e\u305f\u306f\u30c6\u30f3\u30bd\u30eb\u3092\u542b\u3080\u8f9e\u66f8\u306e\u5f62\u5f0f\u3067\u3059\u3002\u4f8b\u3048\u3070\uff1a<\/li>\n<\/ol>\n
        import<\/span> numpy as<\/span> np\r\n\r\ninput_data = np.array([[1<\/span>, 2<\/span>, 3<\/span>, 4<\/span>], [5<\/span>, 6<\/span>, 7<\/span>, 8<\/span>]], dtype=np.float32)\r\n<\/code><\/pre>\n
          \n
        1. \u63a8\u7406\u3092\u3059\u308b\u969b\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u63a8\u8ad6\u6a5f\u80fd\u3092\u4f7f\u7528\u3059\u308b\u3002\u4f8b\u3048\u3070\u3001<\/li>\n<\/ol>\n
          output = inference_fn(tf.constant(input_data))\r\n<\/code><\/pre>\n
            \n
          1. \u51fa\u529b.numpy()<\/li>\n
          2. output[‘output_name’].numpy() \u306e\u51fa\u529b<\/li>\n<\/ol>\n
            output_data = output['output_name'<\/span>].numpy()\r\n<\/code><\/pre>\n
            \u4e0a\u8a18\u306e\u624b\u9806\u3092\u5b8c\u4e86\u3057\u305f\u3089\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u306eTensorFlow\u30e2\u30c7\u30eb\u3092\u547c\u3073\u51fa\u3057\u3001\u63a8\u8ad6\u7d50\u679c\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u8abf\u6574\u3092\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
            TensorFlow\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u3092\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 tf.saved_model.load\u3092\u4f7f\u3044\u307e\u3059\u3002 import tensorflow as tf loaded_model = tf. […]<\/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":[26,61],"class_list":["post-22739","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"\nTensorFlow\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u547c\u3073\u51fa\u3059\u306e\u304b\u3002 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"TensorFlow\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u547c\u3073\u51fa\u3059\u306e\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\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\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u547c\u3073\u51fa\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"TensorFlow\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u547c\u3073\u51fa\u3059\u306e\u304b\u3002\" \/>\n<meta property=\"og:description\" content=\"TensorFlow\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u547c\u3073\u51fa\u3059\u306e\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u305f\u30e2\u30c7\u30eb\u3092\u3069\u306e\u3088\u3046\u306b\u547c\u3073\u51fa\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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