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I test your code in VOC2012. I found loss is so large.That's why?
Epoch 1/100
1464/1464 [==============================] - 224s - loss: 380192.1799
Epoch 2/100
1464/1464 [==============================] - 217s - loss: 374605.0454
Epoch 3/100
1464/1464 [==============================] - 216s - loss: 374605.0454
Epoch 4/100
1464/1464 [==============================] - 216s - loss: 374605.0454
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