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lmoroney committed May 14, 2020
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"metadata": {
"id": "iSq4t32ZHHpt",
"colab_type": "code",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 363
},
"outputId": "b0a88ef2-760c-43f1-e512-f142c8be2677"
"colab": {}
},
"source": [
"import tensorflow as tf\n",
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"\n",
"history = model.fit(train_batches, epochs=10, validation_data=validation_batches, validation_steps=1)"
],
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"text": [
"Epoch 1/10\n",
"33/33 [==============================] - 5s 163ms/step - loss: 7.0531 - accuracy: 0.7128 - val_loss: 0.4535 - val_accuracy: 0.8438\n",
"Epoch 2/10\n",
"33/33 [==============================] - 4s 123ms/step - loss: 0.1301 - accuracy: 0.9455 - val_loss: 1.6637 - val_accuracy: 0.7500\n",
"Epoch 3/10\n",
"33/33 [==============================] - 4s 124ms/step - loss: 0.2554 - accuracy: 0.8870 - val_loss: 0.3239 - val_accuracy: 0.9688\n",
"Epoch 4/10\n",
"33/33 [==============================] - 4s 123ms/step - loss: 0.0697 - accuracy: 0.9747 - val_loss: 0.2275 - val_accuracy: 0.9375\n",
"Epoch 5/10\n",
"33/33 [==============================] - 4s 123ms/step - loss: 0.0344 - accuracy: 0.9873 - val_loss: 0.6786 - val_accuracy: 0.9062\n",
"Epoch 6/10\n",
"33/33 [==============================] - 4s 122ms/step - loss: 0.0064 - accuracy: 0.9990 - val_loss: 0.7031 - val_accuracy: 0.9062\n",
"Epoch 7/10\n",
"33/33 [==============================] - 4s 123ms/step - loss: 0.0026 - accuracy: 1.0000 - val_loss: 1.5573 - val_accuracy: 0.8750\n",
"Epoch 8/10\n",
"33/33 [==============================] - 4s 125ms/step - loss: 0.0019 - accuracy: 1.0000 - val_loss: 1.0805 - val_accuracy: 0.8750\n",
"Epoch 9/10\n",
"33/33 [==============================] - 4s 122ms/step - loss: 0.0015 - accuracy: 1.0000 - val_loss: 1.0110 - val_accuracy: 0.9062\n",
"Epoch 10/10\n",
"33/33 [==============================] - 4s 125ms/step - loss: 0.0010 - accuracy: 1.0000 - val_loss: 1.1108 - val_accuracy: 0.9062\n"
],
"name": "stdout"
}
]
"execution_count": 0,
"outputs": []
}
]
}

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