gistfile1.txt

Epoch 1/20
48/48 [==============================] - 15s 320ms/step - loss: 1.9151 - accuracy: 0.2396 - val_loss: 1.6345 - val_accuracy: 0.3139
Epoch 2/20
48/48 [==============================] - 15s 314ms/step - loss: 1.4954 - accuracy: 0.3917 - val_loss: 1.3522 - val_accuracy: 0.4722
Epoch 3/20
48/48 [==============================] - 16s 330ms/step - loss: 1.1761 - accuracy: 0.5528 - val_loss: 1.1349 - val_accuracy: 0.5389
Epoch 4/20
48/48 [==============================] - 16s 339ms/step - loss: 0.8542 - accuracy: 0.6958 - val_loss: 0.6563 - val_accuracy: 0.7194
Epoch 5/20
48/48 [==============================] - 16s 340ms/step - loss: 0.6892 - accuracy: 0.7417 - val_loss: 0.7053 - val_accuracy: 0.7472
Epoch 6/20
48/48 [==============================] - 16s 342ms/step - loss: 0.7035 - accuracy: 0.7326 - val_loss: 0.7709 - val_accuracy: 0.6861
Epoch 7/20
48/48 [==============================] - 16s 343ms/step - loss: 0.5093 - accuracy: 0.8313 - val_loss: 0.8303 - val_accuracy: 0.6250
Epoch 8/20
48/48 [==============================] - 16s 343ms/step - loss: 0.4709 - accuracy: 0.8326 - val_loss: 0.5488 - val_accuracy: 0.7861
Epoch 9/20
48/48 [==============================] - 16s 344ms/step - loss: 0.3820 - accuracy: 0.8646 - val_loss: 0.8559 - val_accuracy: 0.7056
Epoch 10/20
48/48 [==============================] - 16s 343ms/step - loss: 0.3325 - accuracy: 0.8875 - val_loss: 0.7619 - val_accuracy: 0.7528
Epoch 11/20
48/48 [==============================] - 17s 344ms/step - loss: 0.2854 - accuracy: 0.8924 - val_loss: 1.4359 - val_accuracy: 0.6500
Epoch 12/20
48/48 [==============================] - 17s 351ms/step - loss: 0.3549 - accuracy: 0.8750 - val_loss: 0.4576 - val_accuracy: 0.8472
Epoch 13/20
48/48 [==============================] - 17s 345ms/step - loss: 0.3032 - accuracy: 0.8861 - val_loss: 0.5824 - val_accuracy: 0.8222
Epoch 14/20
48/48 [==============================] - 17s 352ms/step - loss: 0.2366 - accuracy: 0.9125 - val_loss: 0.6735 - val_accuracy: 0.7694
Epoch 15/20
48/48 [==============================] - 17s 344ms/step - loss: 0.3004 - accuracy: 0.8854 - val_loss: 0.4721 - val_accuracy: 0.8361
Epoch 16/20
48/48 [==============================] - 16s 343ms/step - loss: 0.2358 - accuracy: 0.9187 - val_loss: 0.6105 - val_accuracy: 0.8361
Epoch 17/20
48/48 [==============================] - 16s 343ms/step - loss: 0.2722 - accuracy: 0.9021 - val_loss: 0.4135 - val_accuracy: 0.8361
Epoch 18/20
48/48 [==============================] - 17s 349ms/step - loss: 0.2042 - accuracy: 0.9292 - val_loss: 0.3599 - val_accuracy: 0.8806
Epoch 19/20
48/48 [==============================] - 17s 344ms/step - loss: 0.2137 - accuracy: 0.9208 - val_loss: 0.5260 - val_accuracy: 0.8417
Epoch 20/20
48/48 [==============================] - 17s 344ms/step - loss: 0.2391 - accuracy: 0.9069 - val_loss: 0.5212 - val_accuracy: 0.8194