{"id":11296,"date":"2024-03-15T06:48:31","date_gmt":"2024-03-14T21:48:31","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow%e3%81%ae%e5%ae%8c%e5%85%a8%e3%81%aa%e5%85%a5%e9%96%80%e3%82%ac%e3%82%a4%e3%83%89\/"},"modified":"2025-08-05T07:08:29","modified_gmt":"2025-08-04T22:08:29","slug":"tensorflow%e3%81%ae%e5%ae%8c%e5%85%a8%e3%81%aa%e5%85%a5%e9%96%80%e3%82%ac%e3%82%a4%e3%83%89","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/tensorflow%e3%81%ae%e5%ae%8c%e5%85%a8%e3%81%aa%e5%85%a5%e9%96%80%e3%82%ac%e3%82%a4%e3%83%89\/","title":{"rendered":"TensorFlow\u306e\u5b8c\u5168\u306a\u5165\u9580\u30ac\u30a4\u30c9"},"content":{"rendered":"<p>TensorFlow\u306f\u591a\u69d8\u306a\u6df1\u5c64\u5b66\u7fd2\u30bf\u30b9\u30af\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u4ee5\u4e0b\u306fTensorFlow\u3092\u4f7f\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e\u65b9\u6cd5\u3092\u5b66\u3076\u305f\u3081\u306e\u5b8c\u5168\u306a\u5165\u9580\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3059\u3002<\/p>\n<ol>\n<li>TensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\uff1a\u307e\u305a\u3001TensorFlow\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u30bf\u30fc\u30df\u30ca\u30eb\u3067pip\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3057\u3066TensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u306eTensorFlow\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\uff1a<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>pip install tensorflow\r\n<\/code><\/pre>\n<ol>\n<li>TensorFlow\u3092\u5c0e\u5165\u3059\u308b\u306b\u306f\u3001Python\u30b9\u30af\u30ea\u30d7\u30c8\u3067TensorFlow\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067TensorFlow\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\uff1a<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> tensorflow <span class=\"hljs-keyword\">as<\/span> tf\r\n<\/code><\/pre>\n<ol>\n<li>\u5909\u6570 tf.placeholder \u3092\u4f7f\u3046<\/li>\n<li>\u6b21\u306f\u65e5\u672c\u8a9e\u3067\u81ea\u7136\u306b\u8a00\u3044\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>x = tf.placeholder(tf.float32, shape=[<span class=\"hljs-literal\">None<\/span>, num_features], name=<span class=\"hljs-string\">'x'<\/span>)\r\n<\/code><\/pre>\n<ol>\n<li>\u5909\u6570<\/li>\n<li>tf.layers\u3068\u3044\u3046\u540d\u524d<\/li>\n<li>tf.keras.layers\u3092\u65e5\u672c\u8a9e\u3067\u8868\u73fe\u3059\u308b\u3068\u3001tf.keras\u306e\u30ec\u30a4\u30e4\u30fc\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>h1 = tf.layers.dense(inputs=x, units=num_hidden_units, activation=tf.nn.relu, name=<span class=\"hljs-string\">'h1'<\/span>)\r\noutput = tf.layers.dense(inputs=h1, units=num_classes, activation=<span class=\"hljs-literal\">None<\/span>, name=<span class=\"hljs-string\">'output'<\/span>)\r\n<\/code><\/pre>\n<ol>\n<li>\u640d\u5931<\/li>\n<li>tf.keras.losses \u3092\u30d1\u30e9\u30d5\u30ec\u30fc\u30ba\u3059\u308b\u3068\u3001tf.keras\u306e\u640d\u5931\u95a2\u6570\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>loss = tf.reduce_mean(tf.losses.softmax_cross_entropy(onehot_labels=y_true, logits=output))\r\n<\/code><\/pre>\n<ol>\n<li>\u8a13\u7df4\u3059\u308b<\/li>\n<li>tf.keras.optimizers\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code>optimizer = tf.train.GradientDescentOptimizer(learning_rate=learning_rate)\r\ntrain_op = optimizer.minimize(loss)\r\n<\/code><\/pre>\n<ol>\n<li>tf.Session\u306f\u65e5\u672c\u8a9e\u3067tf\u30bb\u30c3\u30b7\u30e7\u30f3\u3068\u540c\u3058\u610f\u5473\u3067\u3059\u3002<\/li>\n<li>sess.run\u3092\u5b9f\u884c\u3059\u308b<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">with<\/span> tf.Session() <span class=\"hljs-keyword\">as<\/span> sess:\r\n    sess.run(tf.global_variables_initializer())\r\n    \r\n    <span class=\"hljs-keyword\">for<\/span> epoch <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(num_epochs):\r\n        <span class=\"hljs-keyword\">for<\/span> i <span class=\"hljs-keyword\">in<\/span> <span class=\"hljs-built_in\">range<\/span>(num_batches):\r\n            batch_x, batch_y = get_next_batch(train_data, train_labels, batch_size)\r\n            _, loss_val = sess.run([train_op, loss], feed_dict={x: batch_x, y_true: batch_y})\r\n        \r\n        <span class=\"hljs-built_in\">print<\/span>(<span class=\"hljs-string\">'Epoch %d, Loss: %.4f'<\/span> % (epoch+<span class=\"hljs-number\">1<\/span>, loss_val))\r\n<\/code><\/pre>\n<ol>\n<li>\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">with<\/span> tf.Session() <span class=\"hljs-keyword\">as<\/span> sess:\r\n    sess.run(tf.global_variables_initializer())\r\n    \r\n    <span class=\"hljs-comment\"># \u8bad\u7ec3\u6a21\u578b<\/span>\r\n    \r\n    <span class=\"hljs-comment\"># \u4f7f\u7528\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b<\/span>\r\n    pred = sess.run(output, feed_dict={x: test_data})\r\n<\/code><\/pre>\n<p>\u3053\u306e\u8a18\u4e8b\u306fTensorFlow\u306e\u57fa\u672c\u7684\u306a\u6982\u5ff5\u3084\u4e00\u822c\u7684\u306a\u64cd\u4f5c\u3092\u30ab\u30d0\u30fc\u3057\u305f\u521d\u5fc3\u8005\u5411\u3051\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3059\u3002\u3054\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\uff01\u3055\u3089\u306b\u5b66\u7fd2\u3092\u6df1\u3081\u308b\u5834\u5408\u306f\u3001TensorFlow\u306e\u516c\u5f0f\u6587\u66f8\u3084\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u306e\u6df1\u5c64\u5b66\u7fd2\u30ea\u30bd\u30fc\u30b9\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>TensorFlow\u306f\u591a\u69d8\u306a\u6df1\u5c64\u5b66\u7fd2\u30bf\u30b9\u30af\u306b\u5e83\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u4ee5\u4e0b\u306fTensorFlow\u3092\u4f7f\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u3084\u6df1\u5c64\u5b66\u7fd2\u306e\u65b9\u6cd5\u3092\u5b66\u3076\u305f\u3081\u306e\u5b8c\u5168\u306a\u5165\u9580\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3059\u3002 TensorF [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-11296","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>TensorFlow\u306e\u5b8c\u5168\u306a\u5165\u9580\u30ac\u30a4\u30c9 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"TensorFlow\u306e\u5b8c\u5168\u306a\u5165\u9580\u30ac\u30a4\u30c9\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\" 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