Epoch 35/50
45000/45000 [==============================] - 6s 128us/step - loss: 0.0481 - acc: 0.9949 - val_loss: 0.0565 - val_acc: 0.9911
Epoch 36/50
45000/45000 [==============================] - 6s 126us/step - loss: 0.0466 - acc: 0.9953 - val_loss: 0.0542 - val_acc: 0.9919
Epoch 37/50
45000/45000 [==============================] - 6s 130us/step - loss: 0.0459 - acc: 0.9954 - val_loss: 0.0542 - val_acc: 0.9919
Epoch 38/50
45000/45000 [==============================] - 6s 129us/step - loss: 0.0449 - acc: 0.9959 - val_loss: 0.0534 - val_acc: 0.9923
Epoch 39/50
45000/45000 [==============================] - 6s 127us/step - loss: 0.0443 - acc: 0.9959 - val_loss: 0.0532 - val_acc: 0.9919
Epoch 40/50
45000/45000 [==============================] - 6s 129us/step - loss: 1.2436 - acc: 0.8431 - val_loss: 3.2868 - val_acc: 0.5666
Epoch 41/50
45000/45000 [==============================] - 6s 129us/step - loss: 1.4478 - acc: 0.5997 - val_loss: 0.9404 - val_acc: 0.6516
Epoch 42/50
45000/45000 [==============================] - 6s 129us/step - loss: 0.8488 - acc: 0.6875 - val_loss: 0.7924 - val_acc: 0.7120
Epoch 43/50
45000/45000 [==============================] - 6s 128us/step - loss: 0.7597 - acc: 0.7256 - val_loss: 0.7437 - val_acc: 0.7319
Epoch 44/50
45000/45000 [==============================] - 6s 127us/step - loss: 0.7251 - acc: 0.7409 - val_loss: 0.7210 - val_acc: 0.7401