result.txt

Finished feature extraction from  920  files
[['Bronchiectasis' 'Bronchiolitis' 'COPD' 'Healthy' 'Pneumonia' 'URTI']
 ['16' '13' '793' '35' '37' '23']]
Model: "sequential"
_________________________________________________________________
 Layer (type)                Output Shape              Param #   
=================================================================
 conv2d (Conv2D)             (None, 39, 861, 16)       80        
                                                                 
 max_pooling2d (MaxPooling2D  (None, 19, 430, 16)      0         
 )                                                               
                                                                 
 dropout (Dropout)           (None, 19, 430, 16)       0         
                                                                 
 conv2d_1 (Conv2D)           (None, 18, 429, 32)       2080      
                                                                 
 max_pooling2d_1 (MaxPooling  (None, 9, 214, 32)       0         
 2D)                                                             
                                                                 
 dropout_1 (Dropout)         (None, 9, 214, 32)        0         
                                                                 
 conv2d_2 (Conv2D)           (None, 8, 213, 64)        8256      
                                                                 
 max_pooling2d_2 (MaxPooling  (None, 4, 106, 64)       0         
 2D)                                                             
                                                                 
 dropout_2 (Dropout)         (None, 4, 106, 64)        0         
                                                                 
 conv2d_3 (Conv2D)           (None, 3, 105, 128)       32896     
                                                                 
 max_pooling2d_3 (MaxPooling  (None, 1, 52, 128)       0         
 2D)                                                             
                                                                 
 dropout_3 (Dropout)         (None, 1, 52, 128)        0         
                                                                 
 global_average_pooling2d (G  (None, 128)              0         
 lobalAveragePooling2D)                                          
                                                                 
 dense (Dense)               (None, 6)                 774       
                                                                 
=================================================================
Total params: 44,086
Trainable params: 44,086
Non-trainable params: 0
_________________________________________________________________

1/6 [====>.........................] - ETA: 1s - loss: 2.1890 - accuracy: 0.8438
3/6 [==============>...............] - ETA: 0s - loss: 1.9214 - accuracy: 0.8958
5/6 [========================>.....] - ETA: 0s - loss: 2.1695 - accuracy: 0.8750
6/6 [==============================] - 0s 31ms/step - loss: 2.2917 - accuracy: 0.8641
Pre-training accuracy: 86.4130%
Epoch 1/300

1/6 [====>.........................] - ETA: 5s - loss: 1.7552 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 4.0042 - accuracy: 0.5547
3/6 [==============>...............] - ETA: 1s - loss: 3.5012 - accuracy: 0.6641
4/6 [===================>..........] - ETA: 0s - loss: 3.5725 - accuracy: 0.7129
5/6 [========================>.....] - ETA: 0s - loss: 3.7765 - accuracy: 0.6219
6/6 [==============================] - ETA: 0s - loss: 3.8229 - accuracy: 0.6521
Epoch 1: val_accuracy improved from -inf to 0.86413, saving model to mymodel2_01.h5

6/6 [==============================] - 3s 404ms/step - loss: 3.8229 - accuracy: 0.6521 - val_loss: 2.6884 - val_accuracy: 0.8641
Epoch 2/300

1/6 [====>.........................] - ETA: 1s - loss: 3.9469 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 4.7383 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 4.3490 - accuracy: 0.8776
4/6 [===================>..........] - ETA: 0s - loss: 4.4500 - accuracy: 0.8398
5/6 [========================>.....] - ETA: 0s - loss: 4.1321 - accuracy: 0.8328
6/6 [==============================] - ETA: 0s - loss: 3.9856 - accuracy: 0.8336
Epoch 2: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 384ms/step - loss: 3.9856 - accuracy: 0.8336 - val_loss: 1.6351 - val_accuracy: 0.8641
Epoch 3/300

1/6 [====>.........................] - ETA: 1s - loss: 3.3010 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 3.3265 - accuracy: 0.7930
3/6 [==============>...............] - ETA: 1s - loss: 3.0379 - accuracy: 0.7266
4/6 [===================>..........] - ETA: 0s - loss: 2.5790 - accuracy: 0.7695
5/6 [========================>.....] - ETA: 0s - loss: 2.6753 - accuracy: 0.7828
6/6 [==============================] - ETA: 0s - loss: 2.4497 - accuracy: 0.7995
Epoch 3: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 387ms/step - loss: 2.4497 - accuracy: 0.7995 - val_loss: 1.3139 - val_accuracy: 0.8587
Epoch 4/300

1/6 [====>.........................] - ETA: 1s - loss: 1.3286 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 1.5488 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 1.7195 - accuracy: 0.8828
4/6 [===================>..........] - ETA: 0s - loss: 1.8077 - accuracy: 0.8672
5/6 [========================>.....] - ETA: 0s - loss: 1.8288 - accuracy: 0.8516
6/6 [==============================] - ETA: 0s - loss: 1.7728 - accuracy: 0.8390
Epoch 4: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 392ms/step - loss: 1.7728 - accuracy: 0.8390 - val_loss: 1.2032 - val_accuracy: 0.7174
Epoch 5/300

1/6 [====>.........................] - ETA: 1s - loss: 0.9961 - accuracy: 0.8594
2/6 [=========>....................] - ETA: 1s - loss: 1.0912 - accuracy: 0.8477
3/6 [==============>...............] - ETA: 1s - loss: 1.0651 - accuracy: 0.8464
4/6 [===================>..........] - ETA: 0s - loss: 1.0222 - accuracy: 0.8418
5/6 [========================>.....] - ETA: 0s - loss: 0.9642 - accuracy: 0.8438
6/6 [==============================] - ETA: 0s - loss: 0.9253 - accuracy: 0.8431
Epoch 5: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 387ms/step - loss: 0.9253 - accuracy: 0.8431 - val_loss: 1.1108 - val_accuracy: 0.7120
Epoch 6/300

1/6 [====>.........................] - ETA: 1s - loss: 0.9787 - accuracy: 0.7031
2/6 [=========>....................] - ETA: 1s - loss: 0.9073 - accuracy: 0.7500
3/6 [==============>...............] - ETA: 1s - loss: 0.7945 - accuracy: 0.7839
4/6 [===================>..........] - ETA: 0s - loss: 0.8159 - accuracy: 0.8027
5/6 [========================>.....] - ETA: 0s - loss: 0.8131 - accuracy: 0.8141
6/6 [==============================] - ETA: 0s - loss: 0.8100 - accuracy: 0.8186
Epoch 6: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 387ms/step - loss: 0.8100 - accuracy: 0.8186 - val_loss: 0.9522 - val_accuracy: 0.7663
Epoch 7/300

1/6 [====>.........................] - ETA: 1s - loss: 0.6605 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.6433 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.6702 - accuracy: 0.8620
4/6 [===================>..........] - ETA: 0s - loss: 0.6143 - accuracy: 0.8730
5/6 [========================>.....] - ETA: 0s - loss: 0.6603 - accuracy: 0.8578
6/6 [==============================] - ETA: 0s - loss: 0.6620 - accuracy: 0.8527
Epoch 7: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 392ms/step - loss: 0.6620 - accuracy: 0.8527 - val_loss: 1.1324 - val_accuracy: 0.6467
Epoch 8/300

1/6 [====>.........................] - ETA: 1s - loss: 0.6419 - accuracy: 0.8438
2/6 [=========>....................] - ETA: 1s - loss: 0.7488 - accuracy: 0.8164
3/6 [==============>...............] - ETA: 1s - loss: 0.6632 - accuracy: 0.8385
4/6 [===================>..........] - ETA: 0s - loss: 0.6439 - accuracy: 0.8496
5/6 [========================>.....] - ETA: 0s - loss: 0.6287 - accuracy: 0.8531
6/6 [==============================] - ETA: 0s - loss: 0.6053 - accuracy: 0.8608
Epoch 8: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 396ms/step - loss: 0.6053 - accuracy: 0.8608 - val_loss: 0.9554 - val_accuracy: 0.7554
Epoch 9/300

1/6 [====>.........................] - ETA: 1s - loss: 0.6810 - accuracy: 0.8438
2/6 [=========>....................] - ETA: 1s - loss: 0.5456 - accuracy: 0.8594
3/6 [==============>...............] - ETA: 1s - loss: 0.5390 - accuracy: 0.8568
4/6 [===================>..........] - ETA: 0s - loss: 0.5290 - accuracy: 0.8594
5/6 [========================>.....] - ETA: 0s - loss: 0.5302 - accuracy: 0.8594
6/6 [==============================] - ETA: 0s - loss: 0.5560 - accuracy: 0.8527
Epoch 9: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 406ms/step - loss: 0.5560 - accuracy: 0.8527 - val_loss: 0.9709 - val_accuracy: 0.7772
Epoch 10/300

1/6 [====>.........................] - ETA: 1s - loss: 0.7356 - accuracy: 0.8047
2/6 [=========>....................] - ETA: 1s - loss: 0.6580 - accuracy: 0.8242
3/6 [==============>...............] - ETA: 1s - loss: 0.6479 - accuracy: 0.8203
4/6 [===================>..........] - ETA: 0s - loss: 0.5909 - accuracy: 0.8301
5/6 [========================>.....] - ETA: 0s - loss: 0.5569 - accuracy: 0.8391
6/6 [==============================] - ETA: 0s - loss: 0.5371 - accuracy: 0.8458
Epoch 10: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 403ms/step - loss: 0.5371 - accuracy: 0.8458 - val_loss: 0.8999 - val_accuracy: 0.7554
Epoch 11/300

1/6 [====>.........................] - ETA: 1s - loss: 0.4567 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.4948 - accuracy: 0.8750
3/6 [==============>...............] - ETA: 1s - loss: 0.4891 - accuracy: 0.8750
4/6 [===================>..........] - ETA: 0s - loss: 0.5041 - accuracy: 0.8691
5/6 [========================>.....] - ETA: 0s - loss: 0.5309 - accuracy: 0.8531
6/6 [==============================] - ETA: 0s - loss: 0.5270 - accuracy: 0.8527
Epoch 11: val_accuracy did not improve from 0.86413

6/6 [==============================] - 3s 423ms/step - loss: 0.5270 - accuracy: 0.8527 - val_loss: 0.9184 - val_accuracy: 0.7391
Epoch 12/300

1/6 [====>.........................] - ETA: 2s - loss: 0.5448 - accuracy: 0.8359
2/6 [=========>....................] - ETA: 1s - loss: 0.5296 - accuracy: 0.8438
3/6 [==============>...............] - ETA: 1s - loss: 0.5237 - accuracy: 0.8490
4/6 [===================>..........] - ETA: 0s - loss: 0.5340 - accuracy: 0.8438
5/6 [========================>.....] - ETA: 0s - loss: 0.5157 - accuracy: 0.8500
6/6 [==============================] - ETA: 0s - loss: 0.4932 - accuracy: 0.8540
Epoch 12: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 410ms/step - loss: 0.4932 - accuracy: 0.8540 - val_loss: 0.7721 - val_accuracy: 0.7989
Epoch 13/300

1/6 [====>.........................] - ETA: 2s - loss: 0.6460 - accuracy: 0.8047
2/6 [=========>....................] - ETA: 1s - loss: 0.5526 - accuracy: 0.8203
3/6 [==============>...............] - ETA: 1s - loss: 0.5405 - accuracy: 0.8333
4/6 [===================>..........] - ETA: 0s - loss: 0.5247 - accuracy: 0.8340
5/6 [========================>.....] - ETA: 0s - loss: 0.5033 - accuracy: 0.8406
6/6 [==============================] - ETA: 0s - loss: 0.4941 - accuracy: 0.8445
Epoch 13: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 410ms/step - loss: 0.4941 - accuracy: 0.8445 - val_loss: 0.7901 - val_accuracy: 0.7826
Epoch 14/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3980 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.4415 - accuracy: 0.8750
3/6 [==============>...............] - ETA: 1s - loss: 0.4857 - accuracy: 0.8542
4/6 [===================>..........] - ETA: 0s - loss: 0.4666 - accuracy: 0.8613
5/6 [========================>.....] - ETA: 0s - loss: 0.4629 - accuracy: 0.8578
6/6 [==============================] - ETA: 0s - loss: 0.4539 - accuracy: 0.8595
Epoch 14: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 412ms/step - loss: 0.4539 - accuracy: 0.8595 - val_loss: 0.7874 - val_accuracy: 0.7826
Epoch 15/300

1/6 [====>.........................] - ETA: 2s - loss: 0.5547 - accuracy: 0.8516
2/6 [=========>....................] - ETA: 1s - loss: 0.5168 - accuracy: 0.8516
3/6 [==============>...............] - ETA: 1s - loss: 0.5280 - accuracy: 0.8359
4/6 [===================>..........] - ETA: 0s - loss: 0.5048 - accuracy: 0.8438
5/6 [========================>.....] - ETA: 0s - loss: 0.5001 - accuracy: 0.8422
6/6 [==============================] - ETA: 0s - loss: 0.4920 - accuracy: 0.8472
Epoch 15: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 410ms/step - loss: 0.4920 - accuracy: 0.8472 - val_loss: 0.6495 - val_accuracy: 0.8043
Epoch 16/300

1/6 [====>.........................] - ETA: 2s - loss: 0.5564 - accuracy: 0.8281
2/6 [=========>....................] - ETA: 1s - loss: 0.4580 - accuracy: 0.8594
3/6 [==============>...............] - ETA: 1s - loss: 0.4529 - accuracy: 0.8594
4/6 [===================>..........] - ETA: 0s - loss: 0.4132 - accuracy: 0.8711
5/6 [========================>.....] - ETA: 0s - loss: 0.4155 - accuracy: 0.8687
6/6 [==============================] - ETA: 0s - loss: 0.4359 - accuracy: 0.8636
Epoch 16: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 412ms/step - loss: 0.4359 - accuracy: 0.8636 - val_loss: 0.6563 - val_accuracy: 0.7935
Epoch 17/300

1/6 [====>.........................] - ETA: 2s - loss: 0.4439 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.4416 - accuracy: 0.8672
3/6 [==============>...............] - ETA: 1s - loss: 0.4085 - accuracy: 0.8750
4/6 [===================>..........] - ETA: 0s - loss: 0.4142 - accuracy: 0.8770
5/6 [========================>.....] - ETA: 0s - loss: 0.4392 - accuracy: 0.8672
6/6 [==============================] - ETA: 0s - loss: 0.4352 - accuracy: 0.8677
Epoch 17: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 411ms/step - loss: 0.4352 - accuracy: 0.8677 - val_loss: 0.6526 - val_accuracy: 0.8043
Epoch 18/300

1/6 [====>.........................] - ETA: 2s - loss: 0.4373 - accuracy: 0.8594
2/6 [=========>....................] - ETA: 1s - loss: 0.4238 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.3914 - accuracy: 0.8802
4/6 [===================>..........] - ETA: 0s - loss: 0.4128 - accuracy: 0.8730
5/6 [========================>.....] - ETA: 0s - loss: 0.4413 - accuracy: 0.8656
6/6 [==============================] - ETA: 0s - loss: 0.4400 - accuracy: 0.8677
Epoch 18: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 415ms/step - loss: 0.4400 - accuracy: 0.8677 - val_loss: 0.5915 - val_accuracy: 0.8207
Epoch 19/300

1/6 [====>.........................] - ETA: 2s - loss: 0.4619 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.4375 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.4086 - accuracy: 0.8802
4/6 [===================>..........] - ETA: 0s - loss: 0.4695 - accuracy: 0.8613
5/6 [========================>.....] - ETA: 0s - loss: 0.4706 - accuracy: 0.8531
6/6 [==============================] - ETA: 0s - loss: 0.4532 - accuracy: 0.8568
Epoch 19: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 412ms/step - loss: 0.4532 - accuracy: 0.8568 - val_loss: 0.6128 - val_accuracy: 0.8043
Epoch 20/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3552 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.4615 - accuracy: 0.8672
3/6 [==============>...............] - ETA: 1s - loss: 0.4154 - accuracy: 0.8724
4/6 [===================>..........] - ETA: 0s - loss: 0.4332 - accuracy: 0.8652
5/6 [========================>.....] - ETA: 0s - loss: 0.4177 - accuracy: 0.8656
6/6 [==============================] - ETA: 0s - loss: 0.4163 - accuracy: 0.8677
Epoch 20: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 412ms/step - loss: 0.4163 - accuracy: 0.8677 - val_loss: 0.6859 - val_accuracy: 0.7935
Epoch 21/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3220 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.3400 - accuracy: 0.9062
3/6 [==============>...............] - ETA: 1s - loss: 0.3715 - accuracy: 0.8932
4/6 [===================>..........] - ETA: 0s - loss: 0.3678 - accuracy: 0.8965
5/6 [========================>.....] - ETA: 0s - loss: 0.3916 - accuracy: 0.8859
6/6 [==============================] - ETA: 0s - loss: 0.4357 - accuracy: 0.8731
Epoch 21: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 410ms/step - loss: 0.4357 - accuracy: 0.8731 - val_loss: 0.5963 - val_accuracy: 0.8370
Epoch 22/300

1/6 [====>.........................] - ETA: 1s - loss: 0.4178 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.3770 - accuracy: 0.8867
3/6 [==============>...............] - ETA: 1s - loss: 0.3594 - accuracy: 0.8802
4/6 [===================>..........] - ETA: 0s - loss: 0.3495 - accuracy: 0.8809
5/6 [========================>.....] - ETA: 0s - loss: 0.3806 - accuracy: 0.8719
6/6 [==============================] - ETA: 0s - loss: 0.3985 - accuracy: 0.8677
Epoch 22: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 413ms/step - loss: 0.3985 - accuracy: 0.8677 - val_loss: 0.6168 - val_accuracy: 0.8152
Epoch 23/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3348 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.3988 - accuracy: 0.8672
3/6 [==============>...............] - ETA: 1s - loss: 0.3876 - accuracy: 0.8724
4/6 [===================>..........] - ETA: 0s - loss: 0.3905 - accuracy: 0.8711
5/6 [========================>.....] - ETA: 0s - loss: 0.3988 - accuracy: 0.8672
6/6 [==============================] - ETA: 0s - loss: 0.3929 - accuracy: 0.8663
Epoch 23: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 407ms/step - loss: 0.3929 - accuracy: 0.8663 - val_loss: 0.6162 - val_accuracy: 0.8152
Epoch 24/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3717 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.4405 - accuracy: 0.8555
3/6 [==============>...............] - ETA: 1s - loss: 0.4066 - accuracy: 0.8672
4/6 [===================>..........] - ETA: 0s - loss: 0.3949 - accuracy: 0.8711
5/6 [========================>.....] - ETA: 0s - loss: 0.3931 - accuracy: 0.8750
6/6 [==============================] - ETA: 0s - loss: 0.3806 - accuracy: 0.8813
Epoch 24: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 407ms/step - loss: 0.3806 - accuracy: 0.8813 - val_loss: 0.5789 - val_accuracy: 0.8207
Epoch 25/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3207 - accuracy: 0.9062
2/6 [=========>....................] - ETA: 1s - loss: 0.3174 - accuracy: 0.8867
3/6 [==============>...............] - ETA: 1s - loss: 0.3692 - accuracy: 0.8724
4/6 [===================>..........] - ETA: 0s - loss: 0.3711 - accuracy: 0.8730
5/6 [========================>.....] - ETA: 0s - loss: 0.3606 - accuracy: 0.8781
6/6 [==============================] - ETA: 0s - loss: 0.3828 - accuracy: 0.8704
Epoch 25: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 408ms/step - loss: 0.3828 - accuracy: 0.8704 - val_loss: 0.6411 - val_accuracy: 0.7989
Epoch 26/300

1/6 [====>.........................] - ETA: 1s - loss: 0.4208 - accuracy: 0.8438
2/6 [=========>....................] - ETA: 1s - loss: 0.3573 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.3565 - accuracy: 0.8724
4/6 [===================>..........] - ETA: 0s - loss: 0.3698 - accuracy: 0.8711
5/6 [========================>.....] - ETA: 0s - loss: 0.3718 - accuracy: 0.8687
6/6 [==============================] - ETA: 0s - loss: 0.3932 - accuracy: 0.8595
Epoch 26: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 407ms/step - loss: 0.3932 - accuracy: 0.8595 - val_loss: 0.6513 - val_accuracy: 0.7880
Epoch 27/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2960 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.4490 - accuracy: 0.8398
3/6 [==============>...............] - ETA: 1s - loss: 0.4027 - accuracy: 0.8672
4/6 [===================>..........] - ETA: 0s - loss: 0.3961 - accuracy: 0.8652
5/6 [========================>.....] - ETA: 0s - loss: 0.4162 - accuracy: 0.8625
6/6 [==============================] - ETA: 0s - loss: 0.4252 - accuracy: 0.8622
Epoch 27: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 408ms/step - loss: 0.4252 - accuracy: 0.8622 - val_loss: 0.5097 - val_accuracy: 0.8533
Epoch 28/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3489 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.3483 - accuracy: 0.8906
3/6 [==============>...............] - ETA: 1s - loss: 0.3181 - accuracy: 0.8984
4/6 [===================>..........] - ETA: 0s - loss: 0.3895 - accuracy: 0.8711
5/6 [========================>.....] - ETA: 0s - loss: 0.3573 - accuracy: 0.8828
6/6 [==============================] - ETA: 0s - loss: 0.3619 - accuracy: 0.8799
Epoch 28: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 407ms/step - loss: 0.3619 - accuracy: 0.8799 - val_loss: 0.5416 - val_accuracy: 0.8261
Epoch 29/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3140 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.3343 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.3655 - accuracy: 0.8854
4/6 [===================>..........] - ETA: 0s - loss: 0.3665 - accuracy: 0.8770
5/6 [========================>.....] - ETA: 0s - loss: 0.3692 - accuracy: 0.8750
6/6 [==============================] - ETA: 0s - loss: 0.3738 - accuracy: 0.8745
Epoch 29: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 408ms/step - loss: 0.3738 - accuracy: 0.8745 - val_loss: 0.6532 - val_accuracy: 0.7826
Epoch 30/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3503 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.3836 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.3742 - accuracy: 0.8672
4/6 [===================>..........] - ETA: 0s - loss: 0.3693 - accuracy: 0.8672
5/6 [========================>.....] - ETA: 0s - loss: 0.3813 - accuracy: 0.8687
6/6 [==============================] - ETA: 0s - loss: 0.3815 - accuracy: 0.8690
Epoch 30: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 406ms/step - loss: 0.3815 - accuracy: 0.8690 - val_loss: 0.5541 - val_accuracy: 0.8370
Epoch 31/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3752 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.4064 - accuracy: 0.8672
3/6 [==============>...............] - ETA: 1s - loss: 0.4099 - accuracy: 0.8646
4/6 [===================>..........] - ETA: 0s - loss: 0.3945 - accuracy: 0.8730
5/6 [========================>.....] - ETA: 0s - loss: 0.3833 - accuracy: 0.8750
6/6 [==============================] - ETA: 0s - loss: 0.3685 - accuracy: 0.8799
Epoch 31: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 407ms/step - loss: 0.3685 - accuracy: 0.8799 - val_loss: 0.5105 - val_accuracy: 0.8424
Epoch 32/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3436 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.4144 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.3765 - accuracy: 0.8854
4/6 [===================>..........] - ETA: 0s - loss: 0.3828 - accuracy: 0.8750
5/6 [========================>.....] - ETA: 0s - loss: 0.3808 - accuracy: 0.8750
6/6 [==============================] - ETA: 0s - loss: 0.3697 - accuracy: 0.8786
Epoch 32: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 408ms/step - loss: 0.3697 - accuracy: 0.8786 - val_loss: 0.5796 - val_accuracy: 0.8043
Epoch 33/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3527 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.3796 - accuracy: 0.8672
3/6 [==============>...............] - ETA: 1s - loss: 0.4171 - accuracy: 0.8594
4/6 [===================>..........] - ETA: 0s - loss: 0.3775 - accuracy: 0.8730
5/6 [========================>.....] - ETA: 0s - loss: 0.3758 - accuracy: 0.8734
6/6 [==============================] - ETA: 0s - loss: 0.3572 - accuracy: 0.8772
Epoch 33: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 408ms/step - loss: 0.3572 - accuracy: 0.8772 - val_loss: 0.5504 - val_accuracy: 0.8152
Epoch 34/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3466 - accuracy: 0.8672
2/6 [=========>....................] - ETA: 1s - loss: 0.3326 - accuracy: 0.8867
3/6 [==============>...............] - ETA: 1s - loss: 0.3626 - accuracy: 0.8776
4/6 [===================>..........] - ETA: 0s - loss: 0.3521 - accuracy: 0.8770
5/6 [========================>.....] - ETA: 0s - loss: 0.3629 - accuracy: 0.8766
6/6 [==============================] - ETA: 0s - loss: 0.3557 - accuracy: 0.8745
Epoch 34: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 406ms/step - loss: 0.3557 - accuracy: 0.8745 - val_loss: 0.5109 - val_accuracy: 0.8533
Epoch 35/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3015 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.3382 - accuracy: 0.8789
3/6 [==============>...............] - ETA: 1s - loss: 0.3130 - accuracy: 0.8854
4/6 [===================>..........] - ETA: 0s - loss: 0.3156 - accuracy: 0.8906
5/6 [========================>.....] - ETA: 0s - loss: 0.3219 - accuracy: 0.8891
6/6 [==============================] - ETA: 0s - loss: 0.3446 - accuracy: 0.8813
Epoch 35: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 408ms/step - loss: 0.3446 - accuracy: 0.8813 - val_loss: 0.5209 - val_accuracy: 0.8207
Epoch 36/300

1/6 [====>.........................] - ETA: 1s - loss: 0.4585 - accuracy: 0.8281
2/6 [=========>....................] - ETA: 1s - loss: 0.3417 - accuracy: 0.8672
3/6 [==============>...............] - ETA: 1s - loss: 0.3108 - accuracy: 0.8828
4/6 [===================>..........] - ETA: 0s - loss: 0.3518 - accuracy: 0.8730
5/6 [========================>.....] - ETA: 0s - loss: 0.3509 - accuracy: 0.8766
6/6 [==============================] - ETA: 0s - loss: 0.3417 - accuracy: 0.8799
Epoch 36: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 406ms/step - loss: 0.3417 - accuracy: 0.8799 - val_loss: 0.5502 - val_accuracy: 0.8152
Epoch 37/300

1/6 [====>.........................] - ETA: 2s - loss: 0.4442 - accuracy: 0.8359
2/6 [=========>....................] - ETA: 1s - loss: 0.3876 - accuracy: 0.8594
3/6 [==============>...............] - ETA: 1s - loss: 0.3827 - accuracy: 0.8568
4/6 [===================>..........] - ETA: 0s - loss: 0.3548 - accuracy: 0.8652
5/6 [========================>.....] - ETA: 0s - loss: 0.3274 - accuracy: 0.8781
6/6 [==============================] - ETA: 0s - loss: 0.3286 - accuracy: 0.8772
Epoch 37: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 403ms/step - loss: 0.3286 - accuracy: 0.8772 - val_loss: 0.5001 - val_accuracy: 0.8533
Epoch 38/300

1/6 [====>.........................] - ETA: 2s - loss: 0.4784 - accuracy: 0.8516
2/6 [=========>....................] - ETA: 1s - loss: 0.4044 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.3619 - accuracy: 0.8828
4/6 [===================>..........] - ETA: 0s - loss: 0.3489 - accuracy: 0.8828
5/6 [========================>.....] - ETA: 0s - loss: 0.3198 - accuracy: 0.8953
6/6 [==============================] - ETA: 0s - loss: 0.3305 - accuracy: 0.8895
Epoch 38: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 405ms/step - loss: 0.3305 - accuracy: 0.8895 - val_loss: 0.4836 - val_accuracy: 0.8533
Epoch 39/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3644 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.3871 - accuracy: 0.8711
3/6 [==============>...............] - ETA: 1s - loss: 0.3407 - accuracy: 0.8880
4/6 [===================>..........] - ETA: 0s - loss: 0.3473 - accuracy: 0.8809
5/6 [========================>.....] - ETA: 0s - loss: 0.3353 - accuracy: 0.8859
6/6 [==============================] - ETA: 0s - loss: 0.3389 - accuracy: 0.8799
Epoch 39: val_accuracy did not improve from 0.86413

6/6 [==============================] - 2s 404ms/step - loss: 0.3389 - accuracy: 0.8799 - val_loss: 0.5383 - val_accuracy: 0.8098
Epoch 40/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3526 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.3610 - accuracy: 0.8750
3/6 [==============>...............] - ETA: 1s - loss: 0.3627 - accuracy: 0.8698
4/6 [===================>..........] - ETA: 0s - loss: 0.3497 - accuracy: 0.8750
5/6 [========================>.....] - ETA: 0s - loss: 0.3301 - accuracy: 0.8859
6/6 [==============================] - ETA: 0s - loss: 0.3317 - accuracy: 0.8881
Epoch 40: val_accuracy improved from 0.86413 to 0.86957, saving model to mymodel2_40.h5

6/6 [==============================] - 2s 410ms/step - loss: 0.3317 - accuracy: 0.8881 - val_loss: 0.4579 - val_accuracy: 0.8696
Epoch 41/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2919 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.3140 - accuracy: 0.8789
3/6 [==============>...............] - ETA: 1s - loss: 0.3081 - accuracy: 0.8854
4/6 [===================>..........] - ETA: 0s - loss: 0.3288 - accuracy: 0.8809
5/6 [========================>.....] - ETA: 0s - loss: 0.3373 - accuracy: 0.8797
6/6 [==============================] - ETA: 0s - loss: 0.3384 - accuracy: 0.8799
Epoch 41: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 409ms/step - loss: 0.3384 - accuracy: 0.8799 - val_loss: 0.4858 - val_accuracy: 0.8370
Epoch 42/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2808 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2788 - accuracy: 0.9023
3/6 [==============>...............] - ETA: 1s - loss: 0.3282 - accuracy: 0.8906
4/6 [===================>..........] - ETA: 0s - loss: 0.3196 - accuracy: 0.8887
5/6 [========================>.....] - ETA: 0s - loss: 0.3258 - accuracy: 0.8859
6/6 [==============================] - ETA: 0s - loss: 0.3200 - accuracy: 0.8868
Epoch 42: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.3200 - accuracy: 0.8868 - val_loss: 0.5020 - val_accuracy: 0.8370
Epoch 43/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3449 - accuracy: 0.8672
2/6 [=========>....................] - ETA: 1s - loss: 0.2872 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 0.3008 - accuracy: 0.8880
4/6 [===================>..........] - ETA: 0s - loss: 0.3341 - accuracy: 0.8809
5/6 [========================>.....] - ETA: 0s - loss: 0.3185 - accuracy: 0.8938
6/6 [==============================] - ETA: 0s - loss: 0.3094 - accuracy: 0.8950
Epoch 43: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 406ms/step - loss: 0.3094 - accuracy: 0.8950 - val_loss: 0.4804 - val_accuracy: 0.8424
Epoch 44/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2245 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.2995 - accuracy: 0.8828
3/6 [==============>...............] - ETA: 1s - loss: 0.3140 - accuracy: 0.8854
4/6 [===================>..........] - ETA: 0s - loss: 0.3068 - accuracy: 0.8906
5/6 [========================>.....] - ETA: 0s - loss: 0.3063 - accuracy: 0.8922
6/6 [==============================] - ETA: 0s - loss: 0.2903 - accuracy: 0.8977
Epoch 44: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 406ms/step - loss: 0.2903 - accuracy: 0.8977 - val_loss: 0.4704 - val_accuracy: 0.8533
Epoch 45/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2763 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.3342 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 0.3064 - accuracy: 0.9010
4/6 [===================>..........] - ETA: 0s - loss: 0.2859 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.3012 - accuracy: 0.8969
6/6 [==============================] - ETA: 0s - loss: 0.2939 - accuracy: 0.9004
Epoch 45: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2939 - accuracy: 0.9004 - val_loss: 0.4942 - val_accuracy: 0.8424
Epoch 46/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2358 - accuracy: 0.9062
2/6 [=========>....................] - ETA: 1s - loss: 0.2780 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.3483 - accuracy: 0.8672
4/6 [===================>..........] - ETA: 0s - loss: 0.3322 - accuracy: 0.8789
5/6 [========================>.....] - ETA: 0s - loss: 0.3228 - accuracy: 0.8844
6/6 [==============================] - ETA: 0s - loss: 0.3086 - accuracy: 0.8909
Epoch 46: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 405ms/step - loss: 0.3086 - accuracy: 0.8909 - val_loss: 0.4653 - val_accuracy: 0.8478
Epoch 47/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2831 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2860 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 0.2714 - accuracy: 0.9036
4/6 [===================>..........] - ETA: 0s - loss: 0.2692 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.2754 - accuracy: 0.9016
6/6 [==============================] - ETA: 0s - loss: 0.2865 - accuracy: 0.8990
Epoch 47: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 409ms/step - loss: 0.2865 - accuracy: 0.8990 - val_loss: 0.4610 - val_accuracy: 0.8478
Epoch 48/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2416 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.3145 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.3010 - accuracy: 0.8932
4/6 [===================>..........] - ETA: 0s - loss: 0.2987 - accuracy: 0.8945
5/6 [========================>.....] - ETA: 0s - loss: 0.2920 - accuracy: 0.8938
6/6 [==============================] - ETA: 0s - loss: 0.2863 - accuracy: 0.8950
Epoch 48: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 405ms/step - loss: 0.2863 - accuracy: 0.8950 - val_loss: 0.4540 - val_accuracy: 0.8587
Epoch 49/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2978 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.2663 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.2833 - accuracy: 0.8906
4/6 [===================>..........] - ETA: 0s - loss: 0.2880 - accuracy: 0.8926
5/6 [========================>.....] - ETA: 0s - loss: 0.2862 - accuracy: 0.8906
6/6 [==============================] - ETA: 0s - loss: 0.2907 - accuracy: 0.8881
Epoch 49: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 405ms/step - loss: 0.2907 - accuracy: 0.8881 - val_loss: 0.4384 - val_accuracy: 0.8696
Epoch 50/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3343 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.3205 - accuracy: 0.8906
3/6 [==============>...............] - ETA: 1s - loss: 0.2799 - accuracy: 0.9036
4/6 [===================>..........] - ETA: 0s - loss: 0.2785 - accuracy: 0.8965
5/6 [========================>.....] - ETA: 0s - loss: 0.2923 - accuracy: 0.8891
6/6 [==============================] - ETA: 0s - loss: 0.2795 - accuracy: 0.8936
Epoch 50: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 409ms/step - loss: 0.2795 - accuracy: 0.8936 - val_loss: 0.4456 - val_accuracy: 0.8587
Epoch 51/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2368 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.2599 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.3178 - accuracy: 0.8828
4/6 [===================>..........] - ETA: 0s - loss: 0.2973 - accuracy: 0.8926
5/6 [========================>.....] - ETA: 0s - loss: 0.3081 - accuracy: 0.8906
6/6 [==============================] - ETA: 0s - loss: 0.2921 - accuracy: 0.9004
Epoch 51: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2921 - accuracy: 0.9004 - val_loss: 0.4339 - val_accuracy: 0.8641
Epoch 52/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2651 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2740 - accuracy: 0.8867
3/6 [==============>...............] - ETA: 1s - loss: 0.3026 - accuracy: 0.8828
4/6 [===================>..........] - ETA: 0s - loss: 0.3011 - accuracy: 0.8867
5/6 [========================>.....] - ETA: 0s - loss: 0.2991 - accuracy: 0.8891
6/6 [==============================] - ETA: 0s - loss: 0.2938 - accuracy: 0.8909
Epoch 52: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 404ms/step - loss: 0.2938 - accuracy: 0.8909 - val_loss: 0.4487 - val_accuracy: 0.8587
Epoch 53/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3414 - accuracy: 0.8516
2/6 [=========>....................] - ETA: 1s - loss: 0.3276 - accuracy: 0.8633
3/6 [==============>...............] - ETA: 1s - loss: 0.2986 - accuracy: 0.8828
4/6 [===================>..........] - ETA: 0s - loss: 0.2725 - accuracy: 0.8887
5/6 [========================>.....] - ETA: 0s - loss: 0.2748 - accuracy: 0.8922
6/6 [==============================] - ETA: 0s - loss: 0.2752 - accuracy: 0.8936
Epoch 53: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 406ms/step - loss: 0.2752 - accuracy: 0.8936 - val_loss: 0.4426 - val_accuracy: 0.8641
Epoch 54/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2432 - accuracy: 0.9062
2/6 [=========>....................] - ETA: 1s - loss: 0.2372 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.2404 - accuracy: 0.9141
4/6 [===================>..........] - ETA: 0s - loss: 0.2751 - accuracy: 0.9004
5/6 [========================>.....] - ETA: 0s - loss: 0.2593 - accuracy: 0.9062
6/6 [==============================] - ETA: 0s - loss: 0.2713 - accuracy: 0.9004
Epoch 54: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 406ms/step - loss: 0.2713 - accuracy: 0.9004 - val_loss: 0.4562 - val_accuracy: 0.8533
Epoch 55/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3003 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.2513 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.2504 - accuracy: 0.9036
4/6 [===================>..........] - ETA: 0s - loss: 0.2503 - accuracy: 0.9102
5/6 [========================>.....] - ETA: 0s - loss: 0.2605 - accuracy: 0.8984
6/6 [==============================] - ETA: 0s - loss: 0.2747 - accuracy: 0.8922
Epoch 55: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 404ms/step - loss: 0.2747 - accuracy: 0.8922 - val_loss: 0.4400 - val_accuracy: 0.8587
Epoch 56/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3321 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.3466 - accuracy: 0.8555
3/6 [==============>...............] - ETA: 1s - loss: 0.3261 - accuracy: 0.8672
4/6 [===================>..........] - ETA: 0s - loss: 0.3006 - accuracy: 0.8848
5/6 [========================>.....] - ETA: 0s - loss: 0.2982 - accuracy: 0.8891
6/6 [==============================] - ETA: 0s - loss: 0.3054 - accuracy: 0.8881
Epoch 56: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 407ms/step - loss: 0.3054 - accuracy: 0.8881 - val_loss: 0.4270 - val_accuracy: 0.8641
Epoch 57/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1958 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.2950 - accuracy: 0.8867
3/6 [==============>...............] - ETA: 1s - loss: 0.2936 - accuracy: 0.8958
4/6 [===================>..........] - ETA: 0s - loss: 0.2843 - accuracy: 0.8965
5/6 [========================>.....] - ETA: 0s - loss: 0.2884 - accuracy: 0.8938
6/6 [==============================] - ETA: 0s - loss: 0.2758 - accuracy: 0.8977
Epoch 57: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 407ms/step - loss: 0.2758 - accuracy: 0.8977 - val_loss: 0.4282 - val_accuracy: 0.8641
Epoch 58/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1922 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.2914 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.2808 - accuracy: 0.9010
4/6 [===================>..........] - ETA: 0s - loss: 0.2716 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.2715 - accuracy: 0.9062
6/6 [==============================] - ETA: 0s - loss: 0.2761 - accuracy: 0.9031
Epoch 58: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 407ms/step - loss: 0.2761 - accuracy: 0.9031 - val_loss: 0.4450 - val_accuracy: 0.8533
Epoch 59/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3055 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2505 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.2486 - accuracy: 0.9193
4/6 [===================>..........] - ETA: 0s - loss: 0.2678 - accuracy: 0.9082
5/6 [========================>.....] - ETA: 0s - loss: 0.2501 - accuracy: 0.9125
6/6 [==============================] - ETA: 0s - loss: 0.2428 - accuracy: 0.9127
Epoch 59: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2428 - accuracy: 0.9127 - val_loss: 0.4376 - val_accuracy: 0.8641
Epoch 60/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1964 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.2384 - accuracy: 0.9180
3/6 [==============>...............] - ETA: 1s - loss: 0.2744 - accuracy: 0.9036
4/6 [===================>..........] - ETA: 0s - loss: 0.2663 - accuracy: 0.9043
5/6 [========================>.....] - ETA: 0s - loss: 0.2479 - accuracy: 0.9094
6/6 [==============================] - ETA: 0s - loss: 0.2542 - accuracy: 0.9072
Epoch 60: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 409ms/step - loss: 0.2542 - accuracy: 0.9072 - val_loss: 0.4299 - val_accuracy: 0.8641
Epoch 61/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2281 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.2462 - accuracy: 0.9023
3/6 [==============>...............] - ETA: 1s - loss: 0.2692 - accuracy: 0.8984
4/6 [===================>..........] - ETA: 0s - loss: 0.2584 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.2570 - accuracy: 0.9062
6/6 [==============================] - ETA: 0s - loss: 0.2606 - accuracy: 0.9059
Epoch 61: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 405ms/step - loss: 0.2606 - accuracy: 0.9059 - val_loss: 0.4288 - val_accuracy: 0.8587
Epoch 62/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2639 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.2634 - accuracy: 0.9023
3/6 [==============>...............] - ETA: 1s - loss: 0.2593 - accuracy: 0.9062
4/6 [===================>..........] - ETA: 0s - loss: 0.2442 - accuracy: 0.9082
5/6 [========================>.....] - ETA: 0s - loss: 0.2521 - accuracy: 0.9062
6/6 [==============================] - ETA: 0s - loss: 0.2416 - accuracy: 0.9127
Epoch 62: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 411ms/step - loss: 0.2416 - accuracy: 0.9127 - val_loss: 0.4276 - val_accuracy: 0.8587
Epoch 63/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2551 - accuracy: 0.9062
2/6 [=========>....................] - ETA: 1s - loss: 0.2836 - accuracy: 0.8906
3/6 [==============>...............] - ETA: 1s - loss: 0.2475 - accuracy: 0.9036
4/6 [===================>..........] - ETA: 0s - loss: 0.2433 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.2413 - accuracy: 0.9078
6/6 [==============================] - ETA: 0s - loss: 0.2553 - accuracy: 0.9004
Epoch 63: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 403ms/step - loss: 0.2553 - accuracy: 0.9004 - val_loss: 0.4328 - val_accuracy: 0.8533
Epoch 64/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1897 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.2123 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.2362 - accuracy: 0.9141
4/6 [===================>..........] - ETA: 0s - loss: 0.2555 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.2430 - accuracy: 0.9141
6/6 [==============================] - ETA: 0s - loss: 0.2486 - accuracy: 0.9141
Epoch 64: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 404ms/step - loss: 0.2486 - accuracy: 0.9141 - val_loss: 0.4543 - val_accuracy: 0.8424
Epoch 65/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2581 - accuracy: 0.9062
2/6 [=========>....................] - ETA: 1s - loss: 0.2175 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.2504 - accuracy: 0.9141
4/6 [===================>..........] - ETA: 0s - loss: 0.2452 - accuracy: 0.9082
5/6 [========================>.....] - ETA: 0s - loss: 0.2595 - accuracy: 0.9047
6/6 [==============================] - ETA: 0s - loss: 0.2621 - accuracy: 0.9031
Epoch 65: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 407ms/step - loss: 0.2621 - accuracy: 0.9031 - val_loss: 0.4211 - val_accuracy: 0.8587
Epoch 66/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2198 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.2058 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.2325 - accuracy: 0.9036
4/6 [===================>..........] - ETA: 0s - loss: 0.2576 - accuracy: 0.8945
5/6 [========================>.....] - ETA: 0s - loss: 0.2509 - accuracy: 0.9016
6/6 [==============================] - ETA: 0s - loss: 0.2442 - accuracy: 0.9059
Epoch 66: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 406ms/step - loss: 0.2442 - accuracy: 0.9059 - val_loss: 0.4147 - val_accuracy: 0.8587
Epoch 67/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2415 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.2265 - accuracy: 0.9062
3/6 [==============>...............] - ETA: 1s - loss: 0.2583 - accuracy: 0.9062
4/6 [===================>..........] - ETA: 0s - loss: 0.2384 - accuracy: 0.9141
5/6 [========================>.....] - ETA: 0s - loss: 0.2371 - accuracy: 0.9156
6/6 [==============================] - ETA: 0s - loss: 0.2463 - accuracy: 0.9113
Epoch 67: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 405ms/step - loss: 0.2463 - accuracy: 0.9113 - val_loss: 0.4192 - val_accuracy: 0.8641
Epoch 68/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1511 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.2214 - accuracy: 0.9180
3/6 [==============>...............] - ETA: 1s - loss: 0.2101 - accuracy: 0.9167
4/6 [===================>..........] - ETA: 0s - loss: 0.1952 - accuracy: 0.9258
5/6 [========================>.....] - ETA: 0s - loss: 0.2470 - accuracy: 0.9016
6/6 [==============================] - ETA: 0s - loss: 0.2437 - accuracy: 0.9045
Epoch 68: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 406ms/step - loss: 0.2437 - accuracy: 0.9045 - val_loss: 0.4309 - val_accuracy: 0.8696
Epoch 69/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3670 - accuracy: 0.8438
2/6 [=========>....................] - ETA: 1s - loss: 0.3307 - accuracy: 0.8633
3/6 [==============>...............] - ETA: 1s - loss: 0.2695 - accuracy: 0.8906
4/6 [===================>..........] - ETA: 0s - loss: 0.2591 - accuracy: 0.8965
5/6 [========================>.....] - ETA: 0s - loss: 0.2710 - accuracy: 0.8953
6/6 [==============================] - ETA: 0s - loss: 0.2537 - accuracy: 0.9004
Epoch 69: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 405ms/step - loss: 0.2537 - accuracy: 0.9004 - val_loss: 0.4657 - val_accuracy: 0.8641
Epoch 70/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3847 - accuracy: 0.8672
2/6 [=========>....................] - ETA: 1s - loss: 0.3270 - accuracy: 0.8828
3/6 [==============>...............] - ETA: 1s - loss: 0.3146 - accuracy: 0.8802
4/6 [===================>..........] - ETA: 0s - loss: 0.3150 - accuracy: 0.8848
5/6 [========================>.....] - ETA: 0s - loss: 0.2824 - accuracy: 0.8984
6/6 [==============================] - ETA: 0s - loss: 0.2874 - accuracy: 0.8990
Epoch 70: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2874 - accuracy: 0.8990 - val_loss: 0.4373 - val_accuracy: 0.8641
Epoch 71/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3272 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.2704 - accuracy: 0.9102
3/6 [==============>...............] - ETA: 1s - loss: 0.2606 - accuracy: 0.9089
4/6 [===================>..........] - ETA: 0s - loss: 0.2788 - accuracy: 0.9043
5/6 [========================>.....] - ETA: 0s - loss: 0.2886 - accuracy: 0.8906
6/6 [==============================] - ETA: 0s - loss: 0.2715 - accuracy: 0.8977
Epoch 71: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 405ms/step - loss: 0.2715 - accuracy: 0.8977 - val_loss: 0.4102 - val_accuracy: 0.8641
Epoch 72/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2203 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.2880 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 0.2595 - accuracy: 0.9036
4/6 [===================>..........] - ETA: 0s - loss: 0.2448 - accuracy: 0.9180
5/6 [========================>.....] - ETA: 0s - loss: 0.2570 - accuracy: 0.9062
6/6 [==============================] - ETA: 0s - loss: 0.2635 - accuracy: 0.9059
Epoch 72: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2635 - accuracy: 0.9059 - val_loss: 0.4471 - val_accuracy: 0.8424
Epoch 73/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2714 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.2864 - accuracy: 0.9023
3/6 [==============>...............] - ETA: 1s - loss: 0.2534 - accuracy: 0.9115
4/6 [===================>..........] - ETA: 0s - loss: 0.2301 - accuracy: 0.9160
5/6 [========================>.....] - ETA: 0s - loss: 0.2557 - accuracy: 0.9047
6/6 [==============================] - ETA: 0s - loss: 0.2522 - accuracy: 0.9031
Epoch 73: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2522 - accuracy: 0.9031 - val_loss: 0.4110 - val_accuracy: 0.8696
Epoch 74/300

1/6 [====>.........................] - ETA: 1s - loss: 0.3304 - accuracy: 0.8672
2/6 [=========>....................] - ETA: 1s - loss: 0.2607 - accuracy: 0.9062
3/6 [==============>...............] - ETA: 1s - loss: 0.2636 - accuracy: 0.9010
4/6 [===================>..........] - ETA: 0s - loss: 0.2467 - accuracy: 0.9102
5/6 [========================>.....] - ETA: 0s - loss: 0.2622 - accuracy: 0.9031
6/6 [==============================] - ETA: 0s - loss: 0.2596 - accuracy: 0.9045
Epoch 74: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 407ms/step - loss: 0.2596 - accuracy: 0.9045 - val_loss: 0.4083 - val_accuracy: 0.8696
Epoch 75/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1815 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1904 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.2835 - accuracy: 0.9115
4/6 [===================>..........] - ETA: 0s - loss: 0.2708 - accuracy: 0.9160
5/6 [========================>.....] - ETA: 0s - loss: 0.2844 - accuracy: 0.9016
6/6 [==============================] - ETA: 0s - loss: 0.2806 - accuracy: 0.9018
Epoch 75: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2806 - accuracy: 0.9018 - val_loss: 0.4758 - val_accuracy: 0.8424
Epoch 76/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2022 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.3063 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 0.3055 - accuracy: 0.8958
4/6 [===================>..........] - ETA: 0s - loss: 0.3054 - accuracy: 0.8867
5/6 [========================>.....] - ETA: 0s - loss: 0.2920 - accuracy: 0.8891
6/6 [==============================] - ETA: 0s - loss: 0.2722 - accuracy: 0.8963
Epoch 76: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 410ms/step - loss: 0.2722 - accuracy: 0.8963 - val_loss: 0.4420 - val_accuracy: 0.8587
Epoch 77/300

1/6 [====>.........................] - ETA: 1s - loss: 0.4236 - accuracy: 0.8594
2/6 [=========>....................] - ETA: 1s - loss: 0.3091 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.2741 - accuracy: 0.9010
4/6 [===================>..........] - ETA: 0s - loss: 0.2831 - accuracy: 0.8945
5/6 [========================>.....] - ETA: 0s - loss: 0.2649 - accuracy: 0.9016
6/6 [==============================] - ETA: 0s - loss: 0.2576 - accuracy: 0.9059
Epoch 77: val_accuracy did not improve from 0.86957

6/6 [==============================] - 2s 408ms/step - loss: 0.2576 - accuracy: 0.9059 - val_loss: 0.4209 - val_accuracy: 0.8533
Epoch 78/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2581 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.2659 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 0.2587 - accuracy: 0.8984
4/6 [===================>..........] - ETA: 0s - loss: 0.2475 - accuracy: 0.8984
5/6 [========================>.....] - ETA: 0s - loss: 0.2306 - accuracy: 0.9047
6/6 [==============================] - ETA: 0s - loss: 0.2197 - accuracy: 0.9086
Epoch 78: val_accuracy improved from 0.86957 to 0.87500, saving model to mymodel2_78.h5

6/6 [==============================] - 2s 411ms/step - loss: 0.2197 - accuracy: 0.9086 - val_loss: 0.4059 - val_accuracy: 0.8750
Epoch 79/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2310 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.2138 - accuracy: 0.9102
3/6 [==============>...............] - ETA: 1s - loss: 0.2167 - accuracy: 0.9167
4/6 [===================>..........] - ETA: 0s - loss: 0.2187 - accuracy: 0.9160
5/6 [========================>.....] - ETA: 0s - loss: 0.2211 - accuracy: 0.9156
6/6 [==============================] - ETA: 0s - loss: 0.2173 - accuracy: 0.9127
Epoch 79: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.2173 - accuracy: 0.9127 - val_loss: 0.4104 - val_accuracy: 0.8696
Epoch 80/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1831 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1881 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1978 - accuracy: 0.9349
4/6 [===================>..........] - ETA: 0s - loss: 0.2210 - accuracy: 0.9258
5/6 [========================>.....] - ETA: 0s - loss: 0.2185 - accuracy: 0.9234
6/6 [==============================] - ETA: 0s - loss: 0.2189 - accuracy: 0.9222
Epoch 80: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 406ms/step - loss: 0.2189 - accuracy: 0.9222 - val_loss: 0.3983 - val_accuracy: 0.8750
Epoch 81/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2695 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2806 - accuracy: 0.8789
3/6 [==============>...............] - ETA: 1s - loss: 0.2507 - accuracy: 0.8932
4/6 [===================>..........] - ETA: 0s - loss: 0.2538 - accuracy: 0.8984
5/6 [========================>.....] - ETA: 0s - loss: 0.2438 - accuracy: 0.9031
6/6 [==============================] - ETA: 0s - loss: 0.2316 - accuracy: 0.9086
Epoch 81: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 413ms/step - loss: 0.2316 - accuracy: 0.9086 - val_loss: 0.4067 - val_accuracy: 0.8641
Epoch 82/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1389 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1936 - accuracy: 0.9258
3/6 [==============>...............] - ETA: 1s - loss: 0.2007 - accuracy: 0.9245
4/6 [===================>..........] - ETA: 0s - loss: 0.2035 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.2030 - accuracy: 0.9203
6/6 [==============================] - ETA: 0s - loss: 0.2128 - accuracy: 0.9154
Epoch 82: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 410ms/step - loss: 0.2128 - accuracy: 0.9154 - val_loss: 0.4102 - val_accuracy: 0.8696
Epoch 83/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2173 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.1747 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1731 - accuracy: 0.9297
4/6 [===================>..........] - ETA: 0s - loss: 0.1851 - accuracy: 0.9238
5/6 [========================>.....] - ETA: 0s - loss: 0.2055 - accuracy: 0.9172
6/6 [==============================] - ETA: 0s - loss: 0.2063 - accuracy: 0.9195
Epoch 83: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.2063 - accuracy: 0.9195 - val_loss: 0.4049 - val_accuracy: 0.8587
Epoch 84/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2631 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.2025 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.2289 - accuracy: 0.8958
4/6 [===================>..........] - ETA: 0s - loss: 0.2191 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.2311 - accuracy: 0.9062
6/6 [==============================] - ETA: 0s - loss: 0.2150 - accuracy: 0.9141
Epoch 84: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.2150 - accuracy: 0.9141 - val_loss: 0.4009 - val_accuracy: 0.8696
Epoch 85/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2287 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2217 - accuracy: 0.9102
3/6 [==============>...............] - ETA: 1s - loss: 0.2472 - accuracy: 0.9010
4/6 [===================>..........] - ETA: 0s - loss: 0.2510 - accuracy: 0.8984
5/6 [========================>.....] - ETA: 0s - loss: 0.2147 - accuracy: 0.9156
6/6 [==============================] - ETA: 0s - loss: 0.2129 - accuracy: 0.9181
Epoch 85: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 408ms/step - loss: 0.2129 - accuracy: 0.9181 - val_loss: 0.4175 - val_accuracy: 0.8587
Epoch 86/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2834 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.2441 - accuracy: 0.8945
3/6 [==============>...............] - ETA: 1s - loss: 0.2248 - accuracy: 0.9115
4/6 [===================>..........] - ETA: 0s - loss: 0.2041 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.2018 - accuracy: 0.9187
6/6 [==============================] - ETA: 0s - loss: 0.2084 - accuracy: 0.9154
Epoch 86: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 409ms/step - loss: 0.2084 - accuracy: 0.9154 - val_loss: 0.4093 - val_accuracy: 0.8696
Epoch 87/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1540 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1827 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1980 - accuracy: 0.9219
4/6 [===================>..........] - ETA: 0s - loss: 0.2074 - accuracy: 0.9238
5/6 [========================>.....] - ETA: 0s - loss: 0.2033 - accuracy: 0.9250
6/6 [==============================] - ETA: 0s - loss: 0.2005 - accuracy: 0.9250
Epoch 87: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 409ms/step - loss: 0.2005 - accuracy: 0.9250 - val_loss: 0.4286 - val_accuracy: 0.8533
Epoch 88/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1647 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1983 - accuracy: 0.9180
3/6 [==============>...............] - ETA: 1s - loss: 0.2063 - accuracy: 0.9219
4/6 [===================>..........] - ETA: 0s - loss: 0.1985 - accuracy: 0.9180
5/6 [========================>.....] - ETA: 0s - loss: 0.2166 - accuracy: 0.9078
6/6 [==============================] - ETA: 0s - loss: 0.2177 - accuracy: 0.9059
Epoch 88: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 405ms/step - loss: 0.2177 - accuracy: 0.9059 - val_loss: 0.4265 - val_accuracy: 0.8370
Epoch 89/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2657 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.2477 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.2185 - accuracy: 0.9089
4/6 [===================>..........] - ETA: 0s - loss: 0.2335 - accuracy: 0.9043
5/6 [========================>.....] - ETA: 0s - loss: 0.2386 - accuracy: 0.9047
6/6 [==============================] - ETA: 0s - loss: 0.2336 - accuracy: 0.9072
Epoch 89: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 408ms/step - loss: 0.2336 - accuracy: 0.9072 - val_loss: 0.4151 - val_accuracy: 0.8587
Epoch 90/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2580 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.2601 - accuracy: 0.9062
3/6 [==============>...............] - ETA: 1s - loss: 0.2371 - accuracy: 0.9167
4/6 [===================>..........] - ETA: 0s - loss: 0.2408 - accuracy: 0.9141
5/6 [========================>.....] - ETA: 0s - loss: 0.2479 - accuracy: 0.9078
6/6 [==============================] - ETA: 0s - loss: 0.2257 - accuracy: 0.9154
Epoch 90: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 408ms/step - loss: 0.2257 - accuracy: 0.9154 - val_loss: 0.4345 - val_accuracy: 0.8533
Epoch 91/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2214 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.2839 - accuracy: 0.8906
3/6 [==============>...............] - ETA: 1s - loss: 0.2380 - accuracy: 0.9089
4/6 [===================>..........] - ETA: 0s - loss: 0.2286 - accuracy: 0.9121
5/6 [========================>.....] - ETA: 0s - loss: 0.2215 - accuracy: 0.9156
6/6 [==============================] - ETA: 0s - loss: 0.2243 - accuracy: 0.9168
Epoch 91: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 410ms/step - loss: 0.2243 - accuracy: 0.9168 - val_loss: 0.4151 - val_accuracy: 0.8641
Epoch 92/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1969 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.1613 - accuracy: 0.9375
3/6 [==============>...............] - ETA: 1s - loss: 0.1596 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.1788 - accuracy: 0.9316
5/6 [========================>.....] - ETA: 0s - loss: 0.1976 - accuracy: 0.9250
6/6 [==============================] - ETA: 0s - loss: 0.2050 - accuracy: 0.9236
Epoch 92: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 409ms/step - loss: 0.2050 - accuracy: 0.9236 - val_loss: 0.4117 - val_accuracy: 0.8696
Epoch 93/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2088 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.1857 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1995 - accuracy: 0.9193
4/6 [===================>..........] - ETA: 0s - loss: 0.1995 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.1978 - accuracy: 0.9234
6/6 [==============================] - ETA: 0s - loss: 0.1993 - accuracy: 0.9250
Epoch 93: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 406ms/step - loss: 0.1993 - accuracy: 0.9250 - val_loss: 0.4247 - val_accuracy: 0.8696
Epoch 94/300

1/6 [====>.........................] - ETA: 2s - loss: 0.3264 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2395 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.2398 - accuracy: 0.9141
4/6 [===================>..........] - ETA: 0s - loss: 0.2168 - accuracy: 0.9199
5/6 [========================>.....] - ETA: 0s - loss: 0.2147 - accuracy: 0.9203
6/6 [==============================] - ETA: 0s - loss: 0.2135 - accuracy: 0.9209
Epoch 94: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.2135 - accuracy: 0.9209 - val_loss: 0.4207 - val_accuracy: 0.8696
Epoch 95/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2175 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.2258 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.2067 - accuracy: 0.9219
4/6 [===================>..........] - ETA: 0s - loss: 0.1980 - accuracy: 0.9277
5/6 [========================>.....] - ETA: 0s - loss: 0.1993 - accuracy: 0.9234
6/6 [==============================] - ETA: 0s - loss: 0.2054 - accuracy: 0.9195
Epoch 95: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 408ms/step - loss: 0.2054 - accuracy: 0.9195 - val_loss: 0.4275 - val_accuracy: 0.8696
Epoch 96/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2441 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.2578 - accuracy: 0.8984
3/6 [==============>...............] - ETA: 1s - loss: 0.2328 - accuracy: 0.9062
4/6 [===================>..........] - ETA: 0s - loss: 0.2186 - accuracy: 0.9160
5/6 [========================>.....] - ETA: 0s - loss: 0.2246 - accuracy: 0.9141
6/6 [==============================] - ETA: 0s - loss: 0.2158 - accuracy: 0.9154
Epoch 96: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 406ms/step - loss: 0.2158 - accuracy: 0.9154 - val_loss: 0.4270 - val_accuracy: 0.8641
Epoch 97/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2485 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.2221 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.2207 - accuracy: 0.9141
4/6 [===================>..........] - ETA: 0s - loss: 0.2307 - accuracy: 0.9062
5/6 [========================>.....] - ETA: 0s - loss: 0.2287 - accuracy: 0.9094
6/6 [==============================] - ETA: 0s - loss: 0.2282 - accuracy: 0.9031
Epoch 97: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.2282 - accuracy: 0.9031 - val_loss: 0.4302 - val_accuracy: 0.8533
Epoch 98/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1913 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1648 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.2009 - accuracy: 0.9271
4/6 [===================>..........] - ETA: 0s - loss: 0.1944 - accuracy: 0.9336
5/6 [========================>.....] - ETA: 0s - loss: 0.1918 - accuracy: 0.9328
6/6 [==============================] - ETA: 0s - loss: 0.2114 - accuracy: 0.9236
Epoch 98: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 406ms/step - loss: 0.2114 - accuracy: 0.9236 - val_loss: 0.4337 - val_accuracy: 0.8641
Epoch 99/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1943 - accuracy: 0.8984
2/6 [=========>....................] - ETA: 1s - loss: 0.2012 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.2035 - accuracy: 0.9167
4/6 [===================>..........] - ETA: 0s - loss: 0.1878 - accuracy: 0.9199
5/6 [========================>.....] - ETA: 0s - loss: 0.2022 - accuracy: 0.9172
6/6 [==============================] - ETA: 0s - loss: 0.2031 - accuracy: 0.9168
Epoch 99: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.2031 - accuracy: 0.9168 - val_loss: 0.4201 - val_accuracy: 0.8641
Epoch 100/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2239 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.1863 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1834 - accuracy: 0.9271
4/6 [===================>..........] - ETA: 0s - loss: 0.1951 - accuracy: 0.9199
5/6 [========================>.....] - ETA: 0s - loss: 0.1981 - accuracy: 0.9187
6/6 [==============================] - ETA: 0s - loss: 0.1901 - accuracy: 0.9250
Epoch 100: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 408ms/step - loss: 0.1901 - accuracy: 0.9250 - val_loss: 0.4261 - val_accuracy: 0.8696
Epoch 101/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2665 - accuracy: 0.8750
2/6 [=========>....................] - ETA: 1s - loss: 0.1845 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.1871 - accuracy: 0.9245
4/6 [===================>..........] - ETA: 0s - loss: 0.1817 - accuracy: 0.9238
5/6 [========================>.....] - ETA: 0s - loss: 0.1915 - accuracy: 0.9203
6/6 [==============================] - ETA: 0s - loss: 0.1882 - accuracy: 0.9263
Epoch 101: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.1882 - accuracy: 0.9263 - val_loss: 0.4249 - val_accuracy: 0.8696
Epoch 102/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2084 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.1870 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1880 - accuracy: 0.9219
4/6 [===================>..........] - ETA: 0s - loss: 0.1945 - accuracy: 0.9160
5/6 [========================>.....] - ETA: 0s - loss: 0.1911 - accuracy: 0.9156
6/6 [==============================] - ETA: 0s - loss: 0.1936 - accuracy: 0.9141
Epoch 102: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 408ms/step - loss: 0.1936 - accuracy: 0.9141 - val_loss: 0.4421 - val_accuracy: 0.8696
Epoch 103/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2329 - accuracy: 0.9062
2/6 [=========>....................] - ETA: 1s - loss: 0.1756 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1810 - accuracy: 0.9193
4/6 [===================>..........] - ETA: 0s - loss: 0.1861 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.1817 - accuracy: 0.9234
6/6 [==============================] - ETA: 0s - loss: 0.1934 - accuracy: 0.9195
Epoch 103: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.1934 - accuracy: 0.9195 - val_loss: 0.4421 - val_accuracy: 0.8641
Epoch 104/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1746 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1541 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1527 - accuracy: 0.9479
4/6 [===================>..........] - ETA: 0s - loss: 0.1648 - accuracy: 0.9395
5/6 [========================>.....] - ETA: 0s - loss: 0.1867 - accuracy: 0.9266
6/6 [==============================] - ETA: 0s - loss: 0.1875 - accuracy: 0.9250
Epoch 104: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 407ms/step - loss: 0.1875 - accuracy: 0.9250 - val_loss: 0.4434 - val_accuracy: 0.8696
Epoch 105/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1721 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.2041 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.1851 - accuracy: 0.9245
4/6 [===================>..........] - ETA: 0s - loss: 0.1780 - accuracy: 0.9277
5/6 [========================>.....] - ETA: 0s - loss: 0.1852 - accuracy: 0.9266
6/6 [==============================] - ETA: 0s - loss: 0.1815 - accuracy: 0.9277
Epoch 105: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 408ms/step - loss: 0.1815 - accuracy: 0.9277 - val_loss: 0.4368 - val_accuracy: 0.8696
Epoch 106/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2048 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.1607 - accuracy: 0.9375
3/6 [==============>...............] - ETA: 1s - loss: 0.1628 - accuracy: 0.9323
4/6 [===================>..........] - ETA: 0s - loss: 0.1679 - accuracy: 0.9277
5/6 [========================>.....] - ETA: 0s - loss: 0.1736 - accuracy: 0.9234
6/6 [==============================] - ETA: 0s - loss: 0.1752 - accuracy: 0.9209
Epoch 106: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 409ms/step - loss: 0.1752 - accuracy: 0.9209 - val_loss: 0.4594 - val_accuracy: 0.8696
Epoch 107/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1917 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.2150 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.1945 - accuracy: 0.9349
4/6 [===================>..........] - ETA: 0s - loss: 0.1772 - accuracy: 0.9355
5/6 [========================>.....] - ETA: 0s - loss: 0.1780 - accuracy: 0.9312
6/6 [==============================] - ETA: 0s - loss: 0.1877 - accuracy: 0.9250
Epoch 107: val_accuracy did not improve from 0.87500

6/6 [==============================] - 2s 409ms/step - loss: 0.1877 - accuracy: 0.9250 - val_loss: 0.4404 - val_accuracy: 0.8696
Epoch 108/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1831 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1624 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1616 - accuracy: 0.9479
4/6 [===================>..........] - ETA: 0s - loss: 0.1683 - accuracy: 0.9375
5/6 [========================>.....] - ETA: 0s - loss: 0.1819 - accuracy: 0.9312
6/6 [==============================] - ETA: 0s - loss: 0.1846 - accuracy: 0.9318
Epoch 108: val_accuracy improved from 0.87500 to 0.88587, saving model to mymodel2_108.h5

6/6 [==============================] - 2s 411ms/step - loss: 0.1846 - accuracy: 0.9318 - val_loss: 0.4391 - val_accuracy: 0.8859
Epoch 109/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2108 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.1670 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1949 - accuracy: 0.9193
4/6 [===================>..........] - ETA: 0s - loss: 0.1781 - accuracy: 0.9258
5/6 [========================>.....] - ETA: 0s - loss: 0.1872 - accuracy: 0.9203
6/6 [==============================] - ETA: 0s - loss: 0.1920 - accuracy: 0.9168
Epoch 109: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 408ms/step - loss: 0.1920 - accuracy: 0.9168 - val_loss: 0.4495 - val_accuracy: 0.8750
Epoch 110/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2492 - accuracy: 0.8906
2/6 [=========>....................] - ETA: 1s - loss: 0.2103 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.2124 - accuracy: 0.9219
4/6 [===================>..........] - ETA: 0s - loss: 0.2113 - accuracy: 0.9277
5/6 [========================>.....] - ETA: 0s - loss: 0.2050 - accuracy: 0.9219
6/6 [==============================] - ETA: 0s - loss: 0.2006 - accuracy: 0.9250
Epoch 110: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 412ms/step - loss: 0.2006 - accuracy: 0.9250 - val_loss: 0.4436 - val_accuracy: 0.8696
Epoch 111/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1349 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1700 - accuracy: 0.9258
3/6 [==============>...............] - ETA: 1s - loss: 0.1867 - accuracy: 0.9245
4/6 [===================>..........] - ETA: 0s - loss: 0.1701 - accuracy: 0.9336
5/6 [========================>.....] - ETA: 0s - loss: 0.1674 - accuracy: 0.9312
6/6 [==============================] - ETA: 0s - loss: 0.1812 - accuracy: 0.9236
Epoch 111: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1812 - accuracy: 0.9236 - val_loss: 0.4670 - val_accuracy: 0.8424
Epoch 112/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1792 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1716 - accuracy: 0.9375
3/6 [==============>...............] - ETA: 1s - loss: 0.1738 - accuracy: 0.9349
4/6 [===================>..........] - ETA: 0s - loss: 0.1626 - accuracy: 0.9414
5/6 [========================>.....] - ETA: 0s - loss: 0.1693 - accuracy: 0.9375
6/6 [==============================] - ETA: 0s - loss: 0.1706 - accuracy: 0.9359
Epoch 112: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1706 - accuracy: 0.9359 - val_loss: 0.4696 - val_accuracy: 0.8696
Epoch 113/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2608 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.2280 - accuracy: 0.9023
3/6 [==============>...............] - ETA: 1s - loss: 0.1849 - accuracy: 0.9245
4/6 [===================>..........] - ETA: 0s - loss: 0.2112 - accuracy: 0.9141
5/6 [========================>.....] - ETA: 0s - loss: 0.2170 - accuracy: 0.9203
6/6 [==============================] - ETA: 0s - loss: 0.2270 - accuracy: 0.9141
Epoch 113: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.2270 - accuracy: 0.9141 - val_loss: 0.4366 - val_accuracy: 0.8587
Epoch 114/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1406 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1874 - accuracy: 0.9180
3/6 [==============>...............] - ETA: 1s - loss: 0.1933 - accuracy: 0.9141
4/6 [===================>..........] - ETA: 0s - loss: 0.1872 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.1843 - accuracy: 0.9219
6/6 [==============================] - ETA: 0s - loss: 0.1945 - accuracy: 0.9141
Epoch 114: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 409ms/step - loss: 0.1945 - accuracy: 0.9141 - val_loss: 0.4715 - val_accuracy: 0.8533
Epoch 115/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1209 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1951 - accuracy: 0.9141
3/6 [==============>...............] - ETA: 1s - loss: 0.1919 - accuracy: 0.9141
4/6 [===================>..........] - ETA: 0s - loss: 0.1882 - accuracy: 0.9180
5/6 [========================>.....] - ETA: 0s - loss: 0.1742 - accuracy: 0.9250
6/6 [==============================] - ETA: 0s - loss: 0.1828 - accuracy: 0.9222
Epoch 115: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1828 - accuracy: 0.9222 - val_loss: 0.4135 - val_accuracy: 0.8641
Epoch 116/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1984 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1597 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1510 - accuracy: 0.9427
4/6 [===================>..........] - ETA: 0s - loss: 0.1706 - accuracy: 0.9336
5/6 [========================>.....] - ETA: 0s - loss: 0.1771 - accuracy: 0.9281
6/6 [==============================] - ETA: 0s - loss: 0.1790 - accuracy: 0.9277
Epoch 116: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1790 - accuracy: 0.9277 - val_loss: 0.4272 - val_accuracy: 0.8696
Epoch 117/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1370 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1712 - accuracy: 0.9258
3/6 [==============>...............] - ETA: 1s - loss: 0.1613 - accuracy: 0.9297
4/6 [===================>..........] - ETA: 0s - loss: 0.1634 - accuracy: 0.9277
5/6 [========================>.....] - ETA: 0s - loss: 0.1652 - accuracy: 0.9266
6/6 [==============================] - ETA: 0s - loss: 0.1759 - accuracy: 0.9236
Epoch 117: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 404ms/step - loss: 0.1759 - accuracy: 0.9236 - val_loss: 0.4326 - val_accuracy: 0.8641
Epoch 118/300

1/6 [====>.........................] - ETA: 2s - loss: 0.2062 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1791 - accuracy: 0.9258
3/6 [==============>...............] - ETA: 1s - loss: 0.1849 - accuracy: 0.9245
4/6 [===================>..........] - ETA: 0s - loss: 0.1767 - accuracy: 0.9297
5/6 [========================>.....] - ETA: 0s - loss: 0.1743 - accuracy: 0.9312
6/6 [==============================] - ETA: 0s - loss: 0.1777 - accuracy: 0.9277
Epoch 118: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1777 - accuracy: 0.9277 - val_loss: 0.4236 - val_accuracy: 0.8587
Epoch 119/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1349 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1681 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1712 - accuracy: 0.9323
4/6 [===================>..........] - ETA: 0s - loss: 0.1688 - accuracy: 0.9297
5/6 [========================>.....] - ETA: 0s - loss: 0.1775 - accuracy: 0.9281
6/6 [==============================] - ETA: 0s - loss: 0.1667 - accuracy: 0.9332
Epoch 119: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1667 - accuracy: 0.9332 - val_loss: 0.4234 - val_accuracy: 0.8750
Epoch 120/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1578 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1588 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1587 - accuracy: 0.9375
4/6 [===================>..........] - ETA: 0s - loss: 0.1673 - accuracy: 0.9414
5/6 [========================>.....] - ETA: 0s - loss: 0.1733 - accuracy: 0.9344
6/6 [==============================] - ETA: 0s - loss: 0.1698 - accuracy: 0.9372
Epoch 120: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1698 - accuracy: 0.9372 - val_loss: 0.4485 - val_accuracy: 0.8587
Epoch 121/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1120 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.1526 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1800 - accuracy: 0.9271
4/6 [===================>..........] - ETA: 0s - loss: 0.1699 - accuracy: 0.9297
5/6 [========================>.....] - ETA: 0s - loss: 0.1723 - accuracy: 0.9281
6/6 [==============================] - ETA: 0s - loss: 0.1817 - accuracy: 0.9250
Epoch 121: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 408ms/step - loss: 0.1817 - accuracy: 0.9250 - val_loss: 0.4244 - val_accuracy: 0.8587
Epoch 122/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1721 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1938 - accuracy: 0.9180
3/6 [==============>...............] - ETA: 1s - loss: 0.1807 - accuracy: 0.9193
4/6 [===================>..........] - ETA: 0s - loss: 0.1754 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.1607 - accuracy: 0.9344
6/6 [==============================] - ETA: 0s - loss: 0.1586 - accuracy: 0.9359
Epoch 122: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1586 - accuracy: 0.9359 - val_loss: 0.4733 - val_accuracy: 0.8533
Epoch 123/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1194 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1357 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1597 - accuracy: 0.9349
4/6 [===================>..........] - ETA: 0s - loss: 0.1574 - accuracy: 0.9375
5/6 [========================>.....] - ETA: 0s - loss: 0.1706 - accuracy: 0.9281
6/6 [==============================] - ETA: 0s - loss: 0.1652 - accuracy: 0.9332
Epoch 123: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1652 - accuracy: 0.9332 - val_loss: 0.4403 - val_accuracy: 0.8587
Epoch 124/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1161 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.1711 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1717 - accuracy: 0.9349
4/6 [===================>..........] - ETA: 0s - loss: 0.1499 - accuracy: 0.9473
5/6 [========================>.....] - ETA: 0s - loss: 0.1640 - accuracy: 0.9391
6/6 [==============================] - ETA: 0s - loss: 0.1578 - accuracy: 0.9400
Epoch 124: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1578 - accuracy: 0.9400 - val_loss: 0.4426 - val_accuracy: 0.8587
Epoch 125/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1996 - accuracy: 0.9141
2/6 [=========>....................] - ETA: 1s - loss: 0.1892 - accuracy: 0.9180
3/6 [==============>...............] - ETA: 1s - loss: 0.2013 - accuracy: 0.9115
4/6 [===================>..........] - ETA: 0s - loss: 0.1751 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.1687 - accuracy: 0.9250
6/6 [==============================] - ETA: 0s - loss: 0.1600 - accuracy: 0.9291
Epoch 125: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 404ms/step - loss: 0.1600 - accuracy: 0.9291 - val_loss: 0.4642 - val_accuracy: 0.8587
Epoch 126/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1684 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1379 - accuracy: 0.9531
3/6 [==============>...............] - ETA: 1s - loss: 0.1474 - accuracy: 0.9427
4/6 [===================>..........] - ETA: 0s - loss: 0.1400 - accuracy: 0.9473
5/6 [========================>.....] - ETA: 0s - loss: 0.1441 - accuracy: 0.9469
6/6 [==============================] - ETA: 0s - loss: 0.1439 - accuracy: 0.9454
Epoch 126: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1439 - accuracy: 0.9454 - val_loss: 0.4487 - val_accuracy: 0.8478
Epoch 127/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1436 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1536 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1404 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.1508 - accuracy: 0.9355
5/6 [========================>.....] - ETA: 0s - loss: 0.1499 - accuracy: 0.9344
6/6 [==============================] - ETA: 0s - loss: 0.1465 - accuracy: 0.9386
Epoch 127: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 404ms/step - loss: 0.1465 - accuracy: 0.9386 - val_loss: 0.4505 - val_accuracy: 0.8696
Epoch 128/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1060 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1111 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.1126 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1188 - accuracy: 0.9551
5/6 [========================>.....] - ETA: 0s - loss: 0.1620 - accuracy: 0.9375
6/6 [==============================] - ETA: 0s - loss: 0.1684 - accuracy: 0.9345
Epoch 128: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1684 - accuracy: 0.9345 - val_loss: 0.4774 - val_accuracy: 0.8696
Epoch 129/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1623 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1768 - accuracy: 0.9258
3/6 [==============>...............] - ETA: 1s - loss: 0.1889 - accuracy: 0.9193
4/6 [===================>..........] - ETA: 0s - loss: 0.1717 - accuracy: 0.9297
5/6 [========================>.....] - ETA: 0s - loss: 0.1746 - accuracy: 0.9297
6/6 [==============================] - ETA: 0s - loss: 0.1727 - accuracy: 0.9291
Epoch 129: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1727 - accuracy: 0.9291 - val_loss: 0.4307 - val_accuracy: 0.8641
Epoch 130/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1283 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1631 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.1422 - accuracy: 0.9401
4/6 [===================>..........] - ETA: 0s - loss: 0.1602 - accuracy: 0.9336
5/6 [========================>.....] - ETA: 0s - loss: 0.1669 - accuracy: 0.9328
6/6 [==============================] - ETA: 0s - loss: 0.1674 - accuracy: 0.9345
Epoch 130: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1674 - accuracy: 0.9345 - val_loss: 0.4475 - val_accuracy: 0.8533
Epoch 131/300

1/6 [====>.........................] - ETA: 1s - loss: 0.2785 - accuracy: 0.8828
2/6 [=========>....................] - ETA: 1s - loss: 0.1936 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1707 - accuracy: 0.9323
4/6 [===================>..........] - ETA: 0s - loss: 0.1632 - accuracy: 0.9375
5/6 [========================>.....] - ETA: 0s - loss: 0.1594 - accuracy: 0.9391
6/6 [==============================] - ETA: 0s - loss: 0.1650 - accuracy: 0.9345
Epoch 131: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 408ms/step - loss: 0.1650 - accuracy: 0.9345 - val_loss: 0.4696 - val_accuracy: 0.8587
Epoch 132/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1616 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1610 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1514 - accuracy: 0.9375
4/6 [===================>..........] - ETA: 0s - loss: 0.1659 - accuracy: 0.9355
5/6 [========================>.....] - ETA: 0s - loss: 0.1649 - accuracy: 0.9359
6/6 [==============================] - ETA: 0s - loss: 0.1623 - accuracy: 0.9386
Epoch 132: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 411ms/step - loss: 0.1623 - accuracy: 0.9386 - val_loss: 0.4149 - val_accuracy: 0.8696
Epoch 133/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1611 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.1530 - accuracy: 0.9375
3/6 [==============>...............] - ETA: 1s - loss: 0.1671 - accuracy: 0.9427
4/6 [===================>..........] - ETA: 0s - loss: 0.1589 - accuracy: 0.9434
5/6 [========================>.....] - ETA: 0s - loss: 0.1645 - accuracy: 0.9359
6/6 [==============================] - ETA: 0s - loss: 0.1645 - accuracy: 0.9345
Epoch 133: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1645 - accuracy: 0.9345 - val_loss: 0.4753 - val_accuracy: 0.8424
Epoch 134/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1435 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1568 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1687 - accuracy: 0.9219
4/6 [===================>..........] - ETA: 0s - loss: 0.1585 - accuracy: 0.9277
5/6 [========================>.....] - ETA: 0s - loss: 0.1561 - accuracy: 0.9312
6/6 [==============================] - ETA: 0s - loss: 0.1562 - accuracy: 0.9291
Epoch 134: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1562 - accuracy: 0.9291 - val_loss: 0.4406 - val_accuracy: 0.8587
Epoch 135/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1520 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1369 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1669 - accuracy: 0.9297
4/6 [===================>..........] - ETA: 0s - loss: 0.1648 - accuracy: 0.9336
5/6 [========================>.....] - ETA: 0s - loss: 0.1640 - accuracy: 0.9297
6/6 [==============================] - ETA: 0s - loss: 0.1589 - accuracy: 0.9318
Epoch 135: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1589 - accuracy: 0.9318 - val_loss: 0.4772 - val_accuracy: 0.8641
Epoch 136/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1718 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1753 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.1718 - accuracy: 0.9245
4/6 [===================>..........] - ETA: 0s - loss: 0.1751 - accuracy: 0.9316
5/6 [========================>.....] - ETA: 0s - loss: 0.1664 - accuracy: 0.9375
6/6 [==============================] - ETA: 0s - loss: 0.1669 - accuracy: 0.9372
Epoch 136: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 409ms/step - loss: 0.1669 - accuracy: 0.9372 - val_loss: 0.4842 - val_accuracy: 0.8641
Epoch 137/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1538 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1430 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1404 - accuracy: 0.9401
4/6 [===================>..........] - ETA: 0s - loss: 0.1367 - accuracy: 0.9453
5/6 [========================>.....] - ETA: 0s - loss: 0.1469 - accuracy: 0.9406
6/6 [==============================] - ETA: 0s - loss: 0.1429 - accuracy: 0.9427
Epoch 137: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 404ms/step - loss: 0.1429 - accuracy: 0.9427 - val_loss: 0.4630 - val_accuracy: 0.8587
Epoch 138/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1026 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1480 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1387 - accuracy: 0.9401
4/6 [===================>..........] - ETA: 0s - loss: 0.1420 - accuracy: 0.9375
5/6 [========================>.....] - ETA: 0s - loss: 0.1428 - accuracy: 0.9375
6/6 [==============================] - ETA: 0s - loss: 0.1515 - accuracy: 0.9304
Epoch 138: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1515 - accuracy: 0.9304 - val_loss: 0.4869 - val_accuracy: 0.8533
Epoch 139/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1528 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1564 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1490 - accuracy: 0.9401
4/6 [===================>..........] - ETA: 0s - loss: 0.1538 - accuracy: 0.9414
5/6 [========================>.....] - ETA: 0s - loss: 0.1488 - accuracy: 0.9438
6/6 [==============================] - ETA: 0s - loss: 0.1414 - accuracy: 0.9454
Epoch 139: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1414 - accuracy: 0.9454 - val_loss: 0.4816 - val_accuracy: 0.8641
Epoch 140/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1417 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1827 - accuracy: 0.9219
3/6 [==============>...............] - ETA: 1s - loss: 0.1661 - accuracy: 0.9271
4/6 [===================>..........] - ETA: 0s - loss: 0.1492 - accuracy: 0.9375
5/6 [========================>.....] - ETA: 0s - loss: 0.1652 - accuracy: 0.9344
6/6 [==============================] - ETA: 0s - loss: 0.1624 - accuracy: 0.9359
Epoch 140: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1624 - accuracy: 0.9359 - val_loss: 0.4982 - val_accuracy: 0.8533
Epoch 141/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1799 - accuracy: 0.9219
2/6 [=========>....................] - ETA: 1s - loss: 0.1347 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1305 - accuracy: 0.9427
4/6 [===================>..........] - ETA: 0s - loss: 0.1448 - accuracy: 0.9375
5/6 [========================>.....] - ETA: 0s - loss: 0.1497 - accuracy: 0.9359
6/6 [==============================] - ETA: 0s - loss: 0.1496 - accuracy: 0.9386
Epoch 141: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 413ms/step - loss: 0.1496 - accuracy: 0.9386 - val_loss: 0.4877 - val_accuracy: 0.8478
Epoch 142/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1558 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1554 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1351 - accuracy: 0.9505
4/6 [===================>..........] - ETA: 0s - loss: 0.1352 - accuracy: 0.9453
5/6 [========================>.....] - ETA: 0s - loss: 0.1357 - accuracy: 0.9453
6/6 [==============================] - ETA: 0s - loss: 0.1441 - accuracy: 0.9413
Epoch 142: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1441 - accuracy: 0.9413 - val_loss: 0.4904 - val_accuracy: 0.8750
Epoch 143/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1504 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1508 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1743 - accuracy: 0.9167
4/6 [===================>..........] - ETA: 0s - loss: 0.1643 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.1458 - accuracy: 0.9328
6/6 [==============================] - ETA: 0s - loss: 0.1450 - accuracy: 0.9345
Epoch 143: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1450 - accuracy: 0.9345 - val_loss: 0.5117 - val_accuracy: 0.8533
Epoch 144/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1196 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1237 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1579 - accuracy: 0.9349
4/6 [===================>..........] - ETA: 0s - loss: 0.1600 - accuracy: 0.9336
5/6 [========================>.....] - ETA: 0s - loss: 0.1675 - accuracy: 0.9266
6/6 [==============================] - ETA: 0s - loss: 0.1687 - accuracy: 0.9277
Epoch 144: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1687 - accuracy: 0.9277 - val_loss: 0.4692 - val_accuracy: 0.8804
Epoch 145/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1691 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.1292 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.1472 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.1599 - accuracy: 0.9473
5/6 [========================>.....] - ETA: 0s - loss: 0.1575 - accuracy: 0.9469
6/6 [==============================] - ETA: 0s - loss: 0.1538 - accuracy: 0.9482
Epoch 145: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 410ms/step - loss: 0.1538 - accuracy: 0.9482 - val_loss: 0.4752 - val_accuracy: 0.8641
Epoch 146/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1218 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1438 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1350 - accuracy: 0.9479
4/6 [===================>..........] - ETA: 0s - loss: 0.1335 - accuracy: 0.9453
5/6 [========================>.....] - ETA: 0s - loss: 0.1391 - accuracy: 0.9453
6/6 [==============================] - ETA: 0s - loss: 0.1411 - accuracy: 0.9454
Epoch 146: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 410ms/step - loss: 0.1411 - accuracy: 0.9454 - val_loss: 0.4564 - val_accuracy: 0.8641
Epoch 147/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1092 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.1278 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1590 - accuracy: 0.9297
4/6 [===================>..........] - ETA: 0s - loss: 0.1712 - accuracy: 0.9297
5/6 [========================>.....] - ETA: 0s - loss: 0.1670 - accuracy: 0.9344
6/6 [==============================] - ETA: 0s - loss: 0.1579 - accuracy: 0.9386
Epoch 147: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1579 - accuracy: 0.9386 - val_loss: 0.4247 - val_accuracy: 0.8859
Epoch 148/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1496 - accuracy: 0.9297
2/6 [=========>....................] - ETA: 1s - loss: 0.1296 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1331 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.1302 - accuracy: 0.9473
5/6 [========================>.....] - ETA: 0s - loss: 0.1389 - accuracy: 0.9438
6/6 [==============================] - ETA: 0s - loss: 0.1399 - accuracy: 0.9400
Epoch 148: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1399 - accuracy: 0.9400 - val_loss: 0.4833 - val_accuracy: 0.8587
Epoch 149/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1917 - accuracy: 0.9062
2/6 [=========>....................] - ETA: 1s - loss: 0.1599 - accuracy: 0.9297
3/6 [==============>...............] - ETA: 1s - loss: 0.1694 - accuracy: 0.9323
4/6 [===================>..........] - ETA: 0s - loss: 0.1677 - accuracy: 0.9277
5/6 [========================>.....] - ETA: 0s - loss: 0.1537 - accuracy: 0.9359
6/6 [==============================] - ETA: 0s - loss: 0.1505 - accuracy: 0.9386
Epoch 149: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1505 - accuracy: 0.9386 - val_loss: 0.4381 - val_accuracy: 0.8696
Epoch 150/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1144 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1081 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1247 - accuracy: 0.9401
4/6 [===================>..........] - ETA: 0s - loss: 0.1330 - accuracy: 0.9395
5/6 [========================>.....] - ETA: 0s - loss: 0.1333 - accuracy: 0.9391
6/6 [==============================] - ETA: 0s - loss: 0.1408 - accuracy: 0.9359
Epoch 150: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 404ms/step - loss: 0.1408 - accuracy: 0.9359 - val_loss: 0.4691 - val_accuracy: 0.8696
Epoch 151/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1385 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1438 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1449 - accuracy: 0.9375
4/6 [===================>..........] - ETA: 0s - loss: 0.1439 - accuracy: 0.9414
5/6 [========================>.....] - ETA: 0s - loss: 0.1400 - accuracy: 0.9453
6/6 [==============================] - ETA: 0s - loss: 0.1350 - accuracy: 0.9482
Epoch 151: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1350 - accuracy: 0.9482 - val_loss: 0.4335 - val_accuracy: 0.8750
Epoch 152/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0742 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1479 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1568 - accuracy: 0.9297
4/6 [===================>..........] - ETA: 0s - loss: 0.1433 - accuracy: 0.9375
5/6 [========================>.....] - ETA: 0s - loss: 0.1339 - accuracy: 0.9438
6/6 [==============================] - ETA: 0s - loss: 0.1326 - accuracy: 0.9441
Epoch 152: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1326 - accuracy: 0.9441 - val_loss: 0.5624 - val_accuracy: 0.8533
Epoch 153/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1223 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.1377 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.1256 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1379 - accuracy: 0.9492
5/6 [========================>.....] - ETA: 0s - loss: 0.1377 - accuracy: 0.9516
6/6 [==============================] - ETA: 0s - loss: 0.1413 - accuracy: 0.9454
Epoch 153: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1413 - accuracy: 0.9454 - val_loss: 0.5059 - val_accuracy: 0.8587
Epoch 154/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1282 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.1374 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1545 - accuracy: 0.9323
4/6 [===================>..........] - ETA: 0s - loss: 0.1530 - accuracy: 0.9336
5/6 [========================>.....] - ETA: 0s - loss: 0.1565 - accuracy: 0.9359
6/6 [==============================] - ETA: 0s - loss: 0.1476 - accuracy: 0.9427
Epoch 154: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1476 - accuracy: 0.9427 - val_loss: 0.4733 - val_accuracy: 0.8478
Epoch 155/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1465 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1465 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1404 - accuracy: 0.9427
4/6 [===================>..........] - ETA: 0s - loss: 0.1341 - accuracy: 0.9492
5/6 [========================>.....] - ETA: 0s - loss: 0.1300 - accuracy: 0.9500
6/6 [==============================] - ETA: 0s - loss: 0.1292 - accuracy: 0.9523
Epoch 155: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1292 - accuracy: 0.9523 - val_loss: 0.4807 - val_accuracy: 0.8641
Epoch 156/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0891 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.1250 - accuracy: 0.9336
3/6 [==============>...............] - ETA: 1s - loss: 0.1157 - accuracy: 0.9479
4/6 [===================>..........] - ETA: 0s - loss: 0.1168 - accuracy: 0.9492
5/6 [========================>.....] - ETA: 0s - loss: 0.1140 - accuracy: 0.9500
6/6 [==============================] - ETA: 0s - loss: 0.1146 - accuracy: 0.9482
Epoch 156: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1146 - accuracy: 0.9482 - val_loss: 0.4746 - val_accuracy: 0.8641
Epoch 157/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0562 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0930 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.0951 - accuracy: 0.9635
4/6 [===================>..........] - ETA: 0s - loss: 0.0999 - accuracy: 0.9629
5/6 [========================>.....] - ETA: 0s - loss: 0.1087 - accuracy: 0.9563
6/6 [==============================] - ETA: 0s - loss: 0.1186 - accuracy: 0.9509
Epoch 157: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1186 - accuracy: 0.9509 - val_loss: 0.5060 - val_accuracy: 0.8533
Epoch 158/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1124 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1367 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.1389 - accuracy: 0.9479
4/6 [===================>..........] - ETA: 0s - loss: 0.1258 - accuracy: 0.9531
5/6 [========================>.....] - ETA: 0s - loss: 0.1377 - accuracy: 0.9469
6/6 [==============================] - ETA: 0s - loss: 0.1329 - accuracy: 0.9454
Epoch 158: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1329 - accuracy: 0.9454 - val_loss: 0.4619 - val_accuracy: 0.8696
Epoch 159/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0794 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0967 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.1045 - accuracy: 0.9557
4/6 [===================>..........] - ETA: 0s - loss: 0.1116 - accuracy: 0.9531
5/6 [========================>.....] - ETA: 0s - loss: 0.1220 - accuracy: 0.9484
6/6 [==============================] - ETA: 0s - loss: 0.1179 - accuracy: 0.9495
Epoch 159: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 404ms/step - loss: 0.1179 - accuracy: 0.9495 - val_loss: 0.5036 - val_accuracy: 0.8533
Epoch 160/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1165 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1027 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.1030 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.1034 - accuracy: 0.9609
5/6 [========================>.....] - ETA: 0s - loss: 0.1045 - accuracy: 0.9594
6/6 [==============================] - ETA: 0s - loss: 0.1091 - accuracy: 0.9604
Epoch 160: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1091 - accuracy: 0.9604 - val_loss: 0.4985 - val_accuracy: 0.8750
Epoch 161/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1020 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1119 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1127 - accuracy: 0.9427
4/6 [===================>..........] - ETA: 0s - loss: 0.1124 - accuracy: 0.9453
5/6 [========================>.....] - ETA: 0s - loss: 0.1086 - accuracy: 0.9484
6/6 [==============================] - ETA: 0s - loss: 0.1137 - accuracy: 0.9454
Epoch 161: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1137 - accuracy: 0.9454 - val_loss: 0.5189 - val_accuracy: 0.8641
Epoch 162/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1267 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1005 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.1029 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.0972 - accuracy: 0.9609
5/6 [========================>.....] - ETA: 0s - loss: 0.0965 - accuracy: 0.9625
6/6 [==============================] - ETA: 0s - loss: 0.1040 - accuracy: 0.9591
Epoch 162: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1040 - accuracy: 0.9591 - val_loss: 0.5015 - val_accuracy: 0.8696
Epoch 163/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0920 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0956 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.1007 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.1218 - accuracy: 0.9531
5/6 [========================>.....] - ETA: 0s - loss: 0.1299 - accuracy: 0.9516
6/6 [==============================] - ETA: 0s - loss: 0.1226 - accuracy: 0.9563
Epoch 163: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 409ms/step - loss: 0.1226 - accuracy: 0.9563 - val_loss: 0.4923 - val_accuracy: 0.8641
Epoch 164/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0918 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0805 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0993 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1077 - accuracy: 0.9551
5/6 [========================>.....] - ETA: 0s - loss: 0.1185 - accuracy: 0.9531
6/6 [==============================] - ETA: 0s - loss: 0.1159 - accuracy: 0.9563
Epoch 164: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 409ms/step - loss: 0.1159 - accuracy: 0.9563 - val_loss: 0.5209 - val_accuracy: 0.8587
Epoch 165/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1105 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0965 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.1064 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1240 - accuracy: 0.9492
5/6 [========================>.....] - ETA: 0s - loss: 0.1317 - accuracy: 0.9406
6/6 [==============================] - ETA: 0s - loss: 0.1233 - accuracy: 0.9454
Epoch 165: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 410ms/step - loss: 0.1233 - accuracy: 0.9454 - val_loss: 0.4981 - val_accuracy: 0.8641
Epoch 166/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0870 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0905 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.1013 - accuracy: 0.9557
4/6 [===================>..........] - ETA: 0s - loss: 0.1014 - accuracy: 0.9570
5/6 [========================>.....] - ETA: 0s - loss: 0.1006 - accuracy: 0.9578
6/6 [==============================] - ETA: 0s - loss: 0.1120 - accuracy: 0.9536
Epoch 166: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1120 - accuracy: 0.9536 - val_loss: 0.5262 - val_accuracy: 0.8696
Epoch 167/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1450 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1375 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1426 - accuracy: 0.9375
4/6 [===================>..........] - ETA: 0s - loss: 0.1161 - accuracy: 0.9512
5/6 [========================>.....] - ETA: 0s - loss: 0.1211 - accuracy: 0.9484
6/6 [==============================] - ETA: 0s - loss: 0.1132 - accuracy: 0.9509
Epoch 167: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1132 - accuracy: 0.9509 - val_loss: 0.5059 - val_accuracy: 0.8750
Epoch 168/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0866 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0830 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.1060 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1130 - accuracy: 0.9570
5/6 [========================>.....] - ETA: 0s - loss: 0.1067 - accuracy: 0.9609
6/6 [==============================] - ETA: 0s - loss: 0.1208 - accuracy: 0.9577
Epoch 168: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 403ms/step - loss: 0.1208 - accuracy: 0.9577 - val_loss: 0.5182 - val_accuracy: 0.8750
Epoch 169/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1212 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1104 - accuracy: 0.9531
3/6 [==============>...............] - ETA: 1s - loss: 0.0999 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.1168 - accuracy: 0.9512
5/6 [========================>.....] - ETA: 0s - loss: 0.1177 - accuracy: 0.9531
6/6 [==============================] - ETA: 0s - loss: 0.1122 - accuracy: 0.9563
Epoch 169: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 407ms/step - loss: 0.1122 - accuracy: 0.9563 - val_loss: 0.5495 - val_accuracy: 0.8533
Epoch 170/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1385 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1032 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.1126 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1072 - accuracy: 0.9590
5/6 [========================>.....] - ETA: 0s - loss: 0.1062 - accuracy: 0.9594
6/6 [==============================] - ETA: 0s - loss: 0.1209 - accuracy: 0.9536
Epoch 170: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.1209 - accuracy: 0.9536 - val_loss: 0.5114 - val_accuracy: 0.8696
Epoch 171/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1530 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.1128 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.1044 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1053 - accuracy: 0.9590
5/6 [========================>.....] - ETA: 0s - loss: 0.1178 - accuracy: 0.9547
6/6 [==============================] - ETA: 0s - loss: 0.1153 - accuracy: 0.9536
Epoch 171: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 403ms/step - loss: 0.1153 - accuracy: 0.9536 - val_loss: 0.5977 - val_accuracy: 0.8587
Epoch 172/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0908 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.1079 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.1130 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1142 - accuracy: 0.9570
5/6 [========================>.....] - ETA: 0s - loss: 0.1117 - accuracy: 0.9563
6/6 [==============================] - ETA: 0s - loss: 0.1195 - accuracy: 0.9563
Epoch 172: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1195 - accuracy: 0.9563 - val_loss: 0.5044 - val_accuracy: 0.8696
Epoch 173/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1397 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1375 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1436 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.1436 - accuracy: 0.9453
5/6 [========================>.....] - ETA: 0s - loss: 0.1381 - accuracy: 0.9469
6/6 [==============================] - ETA: 0s - loss: 0.1283 - accuracy: 0.9509
Epoch 173: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1283 - accuracy: 0.9509 - val_loss: 0.5342 - val_accuracy: 0.8587
Epoch 174/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1374 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1333 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1316 - accuracy: 0.9531
4/6 [===================>..........] - ETA: 0s - loss: 0.1274 - accuracy: 0.9492
5/6 [========================>.....] - ETA: 0s - loss: 0.1211 - accuracy: 0.9500
6/6 [==============================] - ETA: 0s - loss: 0.1170 - accuracy: 0.9536
Epoch 174: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 403ms/step - loss: 0.1170 - accuracy: 0.9536 - val_loss: 0.4848 - val_accuracy: 0.8859
Epoch 175/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1090 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0887 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.1200 - accuracy: 0.9531
4/6 [===================>..........] - ETA: 0s - loss: 0.1135 - accuracy: 0.9570
5/6 [========================>.....] - ETA: 0s - loss: 0.1135 - accuracy: 0.9531
6/6 [==============================] - ETA: 0s - loss: 0.1101 - accuracy: 0.9563
Epoch 175: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 404ms/step - loss: 0.1101 - accuracy: 0.9563 - val_loss: 0.5929 - val_accuracy: 0.8696
Epoch 176/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1366 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1335 - accuracy: 0.9375
3/6 [==============>...............] - ETA: 1s - loss: 0.1209 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.1048 - accuracy: 0.9531
5/6 [========================>.....] - ETA: 0s - loss: 0.1041 - accuracy: 0.9563
6/6 [==============================] - ETA: 0s - loss: 0.1016 - accuracy: 0.9577
Epoch 176: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.1016 - accuracy: 0.9577 - val_loss: 0.4989 - val_accuracy: 0.8859
Epoch 177/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0748 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.1043 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.0895 - accuracy: 0.9635
4/6 [===================>..........] - ETA: 0s - loss: 0.0886 - accuracy: 0.9629
5/6 [========================>.....] - ETA: 0s - loss: 0.0894 - accuracy: 0.9625
6/6 [==============================] - ETA: 0s - loss: 0.0936 - accuracy: 0.9604
Epoch 177: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 409ms/step - loss: 0.0936 - accuracy: 0.9604 - val_loss: 0.5153 - val_accuracy: 0.8750
Epoch 178/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1205 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.1247 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.0990 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.1058 - accuracy: 0.9570
5/6 [========================>.....] - ETA: 0s - loss: 0.1044 - accuracy: 0.9547
6/6 [==============================] - ETA: 0s - loss: 0.1006 - accuracy: 0.9563
Epoch 178: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 403ms/step - loss: 0.1006 - accuracy: 0.9563 - val_loss: 0.5079 - val_accuracy: 0.8804
Epoch 179/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0990 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.1067 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.1040 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.1021 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.1009 - accuracy: 0.9641
6/6 [==============================] - ETA: 0s - loss: 0.0944 - accuracy: 0.9673
Epoch 179: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 405ms/step - loss: 0.0944 - accuracy: 0.9673 - val_loss: 0.5301 - val_accuracy: 0.8750
Epoch 180/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0501 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0775 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0882 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0932 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0952 - accuracy: 0.9656
6/6 [==============================] - ETA: 0s - loss: 0.0922 - accuracy: 0.9673
Epoch 180: val_accuracy did not improve from 0.88587

6/6 [==============================] - 2s 406ms/step - loss: 0.0922 - accuracy: 0.9673 - val_loss: 0.5411 - val_accuracy: 0.8750
Epoch 181/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0832 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0981 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.0837 - accuracy: 0.9688
4/6 [===================>..........] - ETA: 0s - loss: 0.0821 - accuracy: 0.9648
5/6 [========================>.....] - ETA: 0s - loss: 0.0771 - accuracy: 0.9656
6/6 [==============================] - ETA: 0s - loss: 0.0914 - accuracy: 0.9618
Epoch 181: val_accuracy improved from 0.88587 to 0.89130, saving model to mymodel2_181.h5

6/6 [==============================] - 2s 414ms/step - loss: 0.0914 - accuracy: 0.9618 - val_loss: 0.5158 - val_accuracy: 0.8913
Epoch 182/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0842 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0939 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0920 - accuracy: 0.9714
4/6 [===================>..........] - ETA: 0s - loss: 0.0893 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0922 - accuracy: 0.9641
6/6 [==============================] - ETA: 0s - loss: 0.0900 - accuracy: 0.9645
Epoch 182: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0900 - accuracy: 0.9645 - val_loss: 0.5232 - val_accuracy: 0.8641
Epoch 183/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1065 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.0900 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.0892 - accuracy: 0.9635
4/6 [===================>..........] - ETA: 0s - loss: 0.0878 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0871 - accuracy: 0.9688
6/6 [==============================] - ETA: 0s - loss: 0.0907 - accuracy: 0.9659
Epoch 183: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 405ms/step - loss: 0.0907 - accuracy: 0.9659 - val_loss: 0.5513 - val_accuracy: 0.8859
Epoch 184/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0891 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0723 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0877 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0872 - accuracy: 0.9707
5/6 [========================>.....] - ETA: 0s - loss: 0.0992 - accuracy: 0.9656
6/6 [==============================] - ETA: 0s - loss: 0.0997 - accuracy: 0.9659
Epoch 184: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0997 - accuracy: 0.9659 - val_loss: 0.5492 - val_accuracy: 0.8696
Epoch 185/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0840 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0917 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0869 - accuracy: 0.9688
4/6 [===================>..........] - ETA: 0s - loss: 0.0950 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0957 - accuracy: 0.9641
6/6 [==============================] - ETA: 0s - loss: 0.0939 - accuracy: 0.9645
Epoch 185: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 406ms/step - loss: 0.0939 - accuracy: 0.9645 - val_loss: 0.5264 - val_accuracy: 0.8913
Epoch 186/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0740 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0994 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1084 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.0994 - accuracy: 0.9551
5/6 [========================>.....] - ETA: 0s - loss: 0.0903 - accuracy: 0.9609
6/6 [==============================] - ETA: 0s - loss: 0.0917 - accuracy: 0.9591
Epoch 186: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 406ms/step - loss: 0.0917 - accuracy: 0.9591 - val_loss: 0.5023 - val_accuracy: 0.8913
Epoch 187/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1206 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0854 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0953 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.0952 - accuracy: 0.9609
5/6 [========================>.....] - ETA: 0s - loss: 0.0963 - accuracy: 0.9609
6/6 [==============================] - ETA: 0s - loss: 0.0984 - accuracy: 0.9591
Epoch 187: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0984 - accuracy: 0.9591 - val_loss: 0.5842 - val_accuracy: 0.8750
Epoch 188/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0791 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0938 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0855 - accuracy: 0.9688
4/6 [===================>..........] - ETA: 0s - loss: 0.0951 - accuracy: 0.9629
5/6 [========================>.....] - ETA: 0s - loss: 0.0880 - accuracy: 0.9672
6/6 [==============================] - ETA: 0s - loss: 0.0876 - accuracy: 0.9673
Epoch 188: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 408ms/step - loss: 0.0876 - accuracy: 0.9673 - val_loss: 0.5309 - val_accuracy: 0.8913
Epoch 189/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0709 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0908 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.1166 - accuracy: 0.9661
4/6 [===================>..........] - ETA: 0s - loss: 0.1027 - accuracy: 0.9727
5/6 [========================>.....] - ETA: 0s - loss: 0.0962 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0960 - accuracy: 0.9714
Epoch 189: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0960 - accuracy: 0.9714 - val_loss: 0.5717 - val_accuracy: 0.8641
Epoch 190/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1307 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.1251 - accuracy: 0.9492
3/6 [==============>...............] - ETA: 1s - loss: 0.1096 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.0982 - accuracy: 0.9629
5/6 [========================>.....] - ETA: 0s - loss: 0.0903 - accuracy: 0.9672
6/6 [==============================] - ETA: 0s - loss: 0.0942 - accuracy: 0.9673
Epoch 190: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0942 - accuracy: 0.9673 - val_loss: 0.5593 - val_accuracy: 0.8859
Epoch 191/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0650 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0921 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0913 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.0875 - accuracy: 0.9629
5/6 [========================>.....] - ETA: 0s - loss: 0.0846 - accuracy: 0.9625
6/6 [==============================] - ETA: 0s - loss: 0.0853 - accuracy: 0.9632
Epoch 191: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0853 - accuracy: 0.9632 - val_loss: 0.6160 - val_accuracy: 0.8750
Epoch 192/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0632 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0799 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0784 - accuracy: 0.9714
4/6 [===================>..........] - ETA: 0s - loss: 0.0743 - accuracy: 0.9727
5/6 [========================>.....] - ETA: 0s - loss: 0.0899 - accuracy: 0.9641
6/6 [==============================] - ETA: 0s - loss: 0.0921 - accuracy: 0.9632
Epoch 192: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 406ms/step - loss: 0.0921 - accuracy: 0.9632 - val_loss: 0.5929 - val_accuracy: 0.8641
Epoch 193/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0651 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0617 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0685 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0797 - accuracy: 0.9727
5/6 [========================>.....] - ETA: 0s - loss: 0.0840 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0825 - accuracy: 0.9714
Epoch 193: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 409ms/step - loss: 0.0825 - accuracy: 0.9714 - val_loss: 0.5753 - val_accuracy: 0.8587
Epoch 194/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0753 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0677 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0828 - accuracy: 0.9688
4/6 [===================>..........] - ETA: 0s - loss: 0.0743 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0784 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0861 - accuracy: 0.9686
Epoch 194: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 408ms/step - loss: 0.0861 - accuracy: 0.9686 - val_loss: 0.5865 - val_accuracy: 0.8859
Epoch 195/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1272 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0887 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.0878 - accuracy: 0.9635
4/6 [===================>..........] - ETA: 0s - loss: 0.1050 - accuracy: 0.9531
5/6 [========================>.....] - ETA: 0s - loss: 0.0951 - accuracy: 0.9578
6/6 [==============================] - ETA: 0s - loss: 0.0970 - accuracy: 0.9604
Epoch 195: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 408ms/step - loss: 0.0970 - accuracy: 0.9604 - val_loss: 0.5902 - val_accuracy: 0.8859
Epoch 196/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0555 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.1042 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.0934 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.0868 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0881 - accuracy: 0.9672
6/6 [==============================] - ETA: 0s - loss: 0.0946 - accuracy: 0.9632
Epoch 196: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0946 - accuracy: 0.9632 - val_loss: 0.5450 - val_accuracy: 0.8641
Epoch 197/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0653 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0632 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0735 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0693 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0796 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0787 - accuracy: 0.9714
Epoch 197: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 407ms/step - loss: 0.0787 - accuracy: 0.9714 - val_loss: 0.5930 - val_accuracy: 0.8804
Epoch 198/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1095 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0983 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.0877 - accuracy: 0.9661
4/6 [===================>..........] - ETA: 0s - loss: 0.0790 - accuracy: 0.9707
5/6 [========================>.....] - ETA: 0s - loss: 0.0779 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0817 - accuracy: 0.9686
Epoch 198: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 405ms/step - loss: 0.0817 - accuracy: 0.9686 - val_loss: 0.5267 - val_accuracy: 0.8913
Epoch 199/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0245 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0432 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0558 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0590 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0612 - accuracy: 0.9750
6/6 [==============================] - ETA: 0s - loss: 0.0674 - accuracy: 0.9714
Epoch 199: val_accuracy did not improve from 0.89130

6/6 [==============================] - 2s 408ms/step - loss: 0.0674 - accuracy: 0.9714 - val_loss: 0.6062 - val_accuracy: 0.8804
Epoch 200/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0737 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0813 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0852 - accuracy: 0.9714
4/6 [===================>..........] - ETA: 0s - loss: 0.0822 - accuracy: 0.9707
5/6 [========================>.....] - ETA: 0s - loss: 0.0737 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0705 - accuracy: 0.9741
Epoch 200: val_accuracy improved from 0.89130 to 0.89674, saving model to mymodel2_200.h5

6/6 [==============================] - 2s 411ms/step - loss: 0.0705 - accuracy: 0.9741 - val_loss: 0.5857 - val_accuracy: 0.8967
Epoch 201/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0656 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0668 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0723 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0769 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0772 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0743 - accuracy: 0.9727
Epoch 201: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 410ms/step - loss: 0.0743 - accuracy: 0.9727 - val_loss: 0.5782 - val_accuracy: 0.8913
Epoch 202/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0530 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0624 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0609 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0555 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0698 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0691 - accuracy: 0.9809
Epoch 202: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 405ms/step - loss: 0.0691 - accuracy: 0.9809 - val_loss: 0.5845 - val_accuracy: 0.8750
Epoch 203/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0955 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0672 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0680 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0676 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0647 - accuracy: 0.9828
6/6 [==============================] - ETA: 0s - loss: 0.0637 - accuracy: 0.9809
Epoch 203: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 408ms/step - loss: 0.0637 - accuracy: 0.9809 - val_loss: 0.6163 - val_accuracy: 0.8859
Epoch 204/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0748 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0719 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0618 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0623 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0668 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0690 - accuracy: 0.9795
Epoch 204: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 406ms/step - loss: 0.0690 - accuracy: 0.9795 - val_loss: 0.6101 - val_accuracy: 0.8859
Epoch 205/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0828 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0926 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.0851 - accuracy: 0.9635
4/6 [===================>..........] - ETA: 0s - loss: 0.0773 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0689 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0691 - accuracy: 0.9727
Epoch 205: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 407ms/step - loss: 0.0691 - accuracy: 0.9727 - val_loss: 0.6385 - val_accuracy: 0.8804
Epoch 206/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0810 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.0718 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.0782 - accuracy: 0.9661
4/6 [===================>..........] - ETA: 0s - loss: 0.0719 - accuracy: 0.9707
5/6 [========================>.....] - ETA: 0s - loss: 0.0706 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0778 - accuracy: 0.9673
Epoch 206: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 406ms/step - loss: 0.0778 - accuracy: 0.9673 - val_loss: 0.6052 - val_accuracy: 0.8859
Epoch 207/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0580 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0644 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0826 - accuracy: 0.9688
4/6 [===================>..........] - ETA: 0s - loss: 0.0828 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0810 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0840 - accuracy: 0.9700
Epoch 207: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 411ms/step - loss: 0.0840 - accuracy: 0.9700 - val_loss: 0.6357 - val_accuracy: 0.8859
Epoch 208/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0485 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0800 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.0929 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.0783 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0773 - accuracy: 0.9688
6/6 [==============================] - ETA: 0s - loss: 0.0803 - accuracy: 0.9673
Epoch 208: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 409ms/step - loss: 0.0803 - accuracy: 0.9673 - val_loss: 0.5613 - val_accuracy: 0.8804
Epoch 209/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0365 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0557 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0708 - accuracy: 0.9714
4/6 [===================>..........] - ETA: 0s - loss: 0.0621 - accuracy: 0.9785
5/6 [========================>.....] - ETA: 0s - loss: 0.0637 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0659 - accuracy: 0.9782
Epoch 209: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 407ms/step - loss: 0.0659 - accuracy: 0.9782 - val_loss: 0.5323 - val_accuracy: 0.8859
Epoch 210/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0649 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0689 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0553 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0679 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0658 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0644 - accuracy: 0.9727
Epoch 210: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 407ms/step - loss: 0.0644 - accuracy: 0.9727 - val_loss: 0.6020 - val_accuracy: 0.8913
Epoch 211/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0424 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0737 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0638 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0624 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0723 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0753 - accuracy: 0.9714
Epoch 211: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 404ms/step - loss: 0.0753 - accuracy: 0.9714 - val_loss: 0.5341 - val_accuracy: 0.8913
Epoch 212/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0539 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0738 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0667 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0770 - accuracy: 0.9727
5/6 [========================>.....] - ETA: 0s - loss: 0.0752 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0771 - accuracy: 0.9727
Epoch 212: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 409ms/step - loss: 0.0771 - accuracy: 0.9727 - val_loss: 0.6310 - val_accuracy: 0.8750
Epoch 213/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0780 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0830 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.0878 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.0913 - accuracy: 0.9629
5/6 [========================>.....] - ETA: 0s - loss: 0.0905 - accuracy: 0.9641
6/6 [==============================] - ETA: 0s - loss: 0.0877 - accuracy: 0.9659
Epoch 213: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 403ms/step - loss: 0.0877 - accuracy: 0.9659 - val_loss: 0.6134 - val_accuracy: 0.8859
Epoch 214/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0850 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0612 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0561 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0696 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0746 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0715 - accuracy: 0.9741
Epoch 214: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 409ms/step - loss: 0.0715 - accuracy: 0.9741 - val_loss: 0.6212 - val_accuracy: 0.8859
Epoch 215/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0848 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.0559 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0571 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0749 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0743 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0707 - accuracy: 0.9741
Epoch 215: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 408ms/step - loss: 0.0707 - accuracy: 0.9741 - val_loss: 0.6416 - val_accuracy: 0.8804
Epoch 216/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0562 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0631 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0541 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0580 - accuracy: 0.9785
5/6 [========================>.....] - ETA: 0s - loss: 0.0594 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0634 - accuracy: 0.9768
Epoch 216: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 406ms/step - loss: 0.0634 - accuracy: 0.9768 - val_loss: 0.5719 - val_accuracy: 0.8913
Epoch 217/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0580 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0451 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0569 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0616 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0674 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0717 - accuracy: 0.9754
Epoch 217: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 408ms/step - loss: 0.0717 - accuracy: 0.9754 - val_loss: 0.5976 - val_accuracy: 0.8913
Epoch 218/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0999 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0819 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.0928 - accuracy: 0.9557
4/6 [===================>..........] - ETA: 0s - loss: 0.0930 - accuracy: 0.9570
5/6 [========================>.....] - ETA: 0s - loss: 0.0831 - accuracy: 0.9641
6/6 [==============================] - ETA: 0s - loss: 0.0893 - accuracy: 0.9632
Epoch 218: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 404ms/step - loss: 0.0893 - accuracy: 0.9632 - val_loss: 0.5564 - val_accuracy: 0.8859
Epoch 219/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0551 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0814 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.0717 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0690 - accuracy: 0.9766
5/6 [========================>.....] - ETA: 0s - loss: 0.0716 - accuracy: 0.9750
6/6 [==============================] - ETA: 0s - loss: 0.0666 - accuracy: 0.9768
Epoch 219: val_accuracy did not improve from 0.89674

6/6 [==============================] - 2s 408ms/step - loss: 0.0666 - accuracy: 0.9768 - val_loss: 0.6149 - val_accuracy: 0.8859
Epoch 220/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0585 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0590 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0591 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0535 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0588 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0588 - accuracy: 0.9782
Epoch 220: val_accuracy improved from 0.89674 to 0.90217, saving model to mymodel2_220.h5

6/6 [==============================] - 2s 413ms/step - loss: 0.0588 - accuracy: 0.9782 - val_loss: 0.5798 - val_accuracy: 0.9022
Epoch 221/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0703 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0726 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0645 - accuracy: 0.9714
4/6 [===================>..........] - ETA: 0s - loss: 0.0646 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0664 - accuracy: 0.9688
6/6 [==============================] - ETA: 0s - loss: 0.0639 - accuracy: 0.9700
Epoch 221: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 409ms/step - loss: 0.0639 - accuracy: 0.9700 - val_loss: 0.6431 - val_accuracy: 0.8859
Epoch 222/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0430 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0495 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0511 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0569 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0632 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0609 - accuracy: 0.9795
Epoch 222: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 408ms/step - loss: 0.0609 - accuracy: 0.9795 - val_loss: 0.6358 - val_accuracy: 0.8859
Epoch 223/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0625 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0602 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0651 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0632 - accuracy: 0.9766
5/6 [========================>.....] - ETA: 0s - loss: 0.0580 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0586 - accuracy: 0.9754
Epoch 223: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 408ms/step - loss: 0.0586 - accuracy: 0.9754 - val_loss: 0.6607 - val_accuracy: 0.8641
Epoch 224/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0529 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0424 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0438 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0434 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0509 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0590 - accuracy: 0.9768
Epoch 224: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 410ms/step - loss: 0.0590 - accuracy: 0.9768 - val_loss: 0.6130 - val_accuracy: 0.8913
Epoch 225/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0722 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0795 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.0678 - accuracy: 0.9661
4/6 [===================>..........] - ETA: 0s - loss: 0.0610 - accuracy: 0.9727
5/6 [========================>.....] - ETA: 0s - loss: 0.0548 - accuracy: 0.9766
6/6 [==============================] - ETA: 0s - loss: 0.0553 - accuracy: 0.9754
Epoch 225: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 407ms/step - loss: 0.0553 - accuracy: 0.9754 - val_loss: 0.6228 - val_accuracy: 0.8804
Epoch 226/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0781 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0679 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0684 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0650 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0592 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0570 - accuracy: 0.9836
Epoch 226: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 406ms/step - loss: 0.0570 - accuracy: 0.9836 - val_loss: 0.6067 - val_accuracy: 0.8913
Epoch 227/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0921 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0662 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0569 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0549 - accuracy: 0.9766
5/6 [========================>.....] - ETA: 0s - loss: 0.0518 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0583 - accuracy: 0.9768
Epoch 227: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 406ms/step - loss: 0.0583 - accuracy: 0.9768 - val_loss: 0.6456 - val_accuracy: 0.8859
Epoch 228/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0318 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0364 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0503 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0510 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0459 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0514 - accuracy: 0.9823
Epoch 228: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 406ms/step - loss: 0.0514 - accuracy: 0.9823 - val_loss: 0.6054 - val_accuracy: 0.8913
Epoch 229/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0502 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0565 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0490 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0614 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0572 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0586 - accuracy: 0.9795
Epoch 229: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 408ms/step - loss: 0.0586 - accuracy: 0.9795 - val_loss: 0.6266 - val_accuracy: 0.8967
Epoch 230/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0380 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0439 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0389 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0529 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0519 - accuracy: 0.9828
6/6 [==============================] - ETA: 0s - loss: 0.0491 - accuracy: 0.9836
Epoch 230: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 409ms/step - loss: 0.0491 - accuracy: 0.9836 - val_loss: 0.5894 - val_accuracy: 0.8967
Epoch 231/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0852 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.0729 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.0552 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0544 - accuracy: 0.9785
5/6 [========================>.....] - ETA: 0s - loss: 0.0543 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0559 - accuracy: 0.9809
Epoch 231: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 408ms/step - loss: 0.0559 - accuracy: 0.9809 - val_loss: 0.6040 - val_accuracy: 0.8967
Epoch 232/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0328 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0492 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0499 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0407 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0586 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0643 - accuracy: 0.9809
Epoch 232: val_accuracy did not improve from 0.90217

6/6 [==============================] - 2s 409ms/step - loss: 0.0643 - accuracy: 0.9809 - val_loss: 0.6281 - val_accuracy: 0.8967
Epoch 233/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0341 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0379 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0720 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0608 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0686 - accuracy: 0.9750
6/6 [==============================] - ETA: 0s - loss: 0.0672 - accuracy: 0.9754
Epoch 233: val_accuracy improved from 0.90217 to 0.91304, saving model to mymodel2_233.h5

6/6 [==============================] - 3s 420ms/step - loss: 0.0672 - accuracy: 0.9754 - val_loss: 0.5604 - val_accuracy: 0.9130
Epoch 234/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0253 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0318 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0487 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0560 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0574 - accuracy: 0.9766
6/6 [==============================] - ETA: 0s - loss: 0.0583 - accuracy: 0.9768
Epoch 234: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0583 - accuracy: 0.9768 - val_loss: 0.6539 - val_accuracy: 0.8913
Epoch 235/300

1/6 [====>.........................] - ETA: 2s - loss: 0.1125 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.0835 - accuracy: 0.9531
3/6 [==============>...............] - ETA: 1s - loss: 0.0702 - accuracy: 0.9661
4/6 [===================>..........] - ETA: 0s - loss: 0.0720 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0687 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0661 - accuracy: 0.9714
Epoch 235: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0661 - accuracy: 0.9714 - val_loss: 0.5701 - val_accuracy: 0.8913
Epoch 236/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0159 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0285 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0560 - accuracy: 0.9714
4/6 [===================>..........] - ETA: 0s - loss: 0.0649 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0616 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0572 - accuracy: 0.9741
Epoch 236: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0572 - accuracy: 0.9741 - val_loss: 0.6737 - val_accuracy: 0.8859
Epoch 237/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0668 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0632 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0588 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0574 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0536 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0571 - accuracy: 0.9782
Epoch 237: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0571 - accuracy: 0.9782 - val_loss: 0.6264 - val_accuracy: 0.8913
Epoch 238/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0245 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0402 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0452 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0431 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0514 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0490 - accuracy: 0.9823
Epoch 238: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0490 - accuracy: 0.9823 - val_loss: 0.6431 - val_accuracy: 0.9022
Epoch 239/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0352 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0357 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0569 - accuracy: 0.9688
4/6 [===================>..........] - ETA: 0s - loss: 0.0548 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0586 - accuracy: 0.9688
6/6 [==============================] - ETA: 0s - loss: 0.0597 - accuracy: 0.9700
Epoch 239: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0597 - accuracy: 0.9700 - val_loss: 0.6470 - val_accuracy: 0.8804
Epoch 240/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0447 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0814 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.0854 - accuracy: 0.9661
4/6 [===================>..........] - ETA: 0s - loss: 0.0761 - accuracy: 0.9727
5/6 [========================>.....] - ETA: 0s - loss: 0.0692 - accuracy: 0.9750
6/6 [==============================] - ETA: 0s - loss: 0.0667 - accuracy: 0.9768
Epoch 240: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0667 - accuracy: 0.9768 - val_loss: 0.6078 - val_accuracy: 0.8967
Epoch 241/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0452 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0475 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0428 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0444 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0523 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0556 - accuracy: 0.9809
Epoch 241: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0556 - accuracy: 0.9809 - val_loss: 0.7207 - val_accuracy: 0.8804
Epoch 242/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0232 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0382 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0779 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0684 - accuracy: 0.9785
5/6 [========================>.....] - ETA: 0s - loss: 0.0666 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0664 - accuracy: 0.9795
Epoch 242: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0664 - accuracy: 0.9795 - val_loss: 0.7248 - val_accuracy: 0.8967
Epoch 243/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0515 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0654 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0758 - accuracy: 0.9688
4/6 [===================>..........] - ETA: 0s - loss: 0.0703 - accuracy: 0.9707
5/6 [========================>.....] - ETA: 0s - loss: 0.0772 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0759 - accuracy: 0.9700
Epoch 243: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0759 - accuracy: 0.9700 - val_loss: 0.6664 - val_accuracy: 0.8913
Epoch 244/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0509 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0613 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0757 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0888 - accuracy: 0.9707
5/6 [========================>.....] - ETA: 0s - loss: 0.0878 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0969 - accuracy: 0.9714
Epoch 244: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0969 - accuracy: 0.9714 - val_loss: 0.6187 - val_accuracy: 0.8913
Epoch 245/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0825 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0723 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0824 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0723 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0707 - accuracy: 0.9766
6/6 [==============================] - ETA: 0s - loss: 0.0689 - accuracy: 0.9754
Epoch 245: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0689 - accuracy: 0.9754 - val_loss: 0.6459 - val_accuracy: 0.8859
Epoch 246/300

1/6 [====>.........................] - ETA: 1s - loss: 0.1044 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0940 - accuracy: 0.9531
3/6 [==============>...............] - ETA: 1s - loss: 0.0840 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.0769 - accuracy: 0.9668
5/6 [========================>.....] - ETA: 0s - loss: 0.0760 - accuracy: 0.9688
6/6 [==============================] - ETA: 0s - loss: 0.0725 - accuracy: 0.9700
Epoch 246: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0725 - accuracy: 0.9700 - val_loss: 0.6529 - val_accuracy: 0.8859
Epoch 247/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0540 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0519 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0473 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0448 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0547 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0542 - accuracy: 0.9850
Epoch 247: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0542 - accuracy: 0.9850 - val_loss: 0.5554 - val_accuracy: 0.9130
Epoch 248/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0683 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0700 - accuracy: 0.9688
3/6 [==============>...............] - ETA: 1s - loss: 0.0824 - accuracy: 0.9635
4/6 [===================>..........] - ETA: 0s - loss: 0.0715 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0786 - accuracy: 0.9672
6/6 [==============================] - ETA: 0s - loss: 0.0852 - accuracy: 0.9632
Epoch 248: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0852 - accuracy: 0.9632 - val_loss: 0.6776 - val_accuracy: 0.8859
Epoch 249/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0772 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0762 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0693 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0903 - accuracy: 0.9648
5/6 [========================>.....] - ETA: 0s - loss: 0.0878 - accuracy: 0.9656
6/6 [==============================] - ETA: 0s - loss: 0.0801 - accuracy: 0.9700
Epoch 249: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0801 - accuracy: 0.9700 - val_loss: 0.5735 - val_accuracy: 0.9022
Epoch 250/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0479 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0692 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0686 - accuracy: 0.9714
4/6 [===================>..........] - ETA: 0s - loss: 0.0788 - accuracy: 0.9648
5/6 [========================>.....] - ETA: 0s - loss: 0.0693 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0641 - accuracy: 0.9727
Epoch 250: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0641 - accuracy: 0.9727 - val_loss: 0.6513 - val_accuracy: 0.8859
Epoch 251/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0192 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0348 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0572 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0604 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0647 - accuracy: 0.9719
6/6 [==============================] - ETA: 0s - loss: 0.0725 - accuracy: 0.9686
Epoch 251: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0725 - accuracy: 0.9686 - val_loss: 0.6042 - val_accuracy: 0.8967
Epoch 252/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0310 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0307 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0477 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0560 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0598 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0605 - accuracy: 0.9795
Epoch 252: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0605 - accuracy: 0.9795 - val_loss: 0.5915 - val_accuracy: 0.8967
Epoch 253/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0333 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0354 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0467 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0448 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0431 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0417 - accuracy: 0.9864
Epoch 253: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0417 - accuracy: 0.9864 - val_loss: 0.6060 - val_accuracy: 0.8913
Epoch 254/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0243 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0281 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0300 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0380 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0387 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0389 - accuracy: 0.9905
Epoch 254: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0389 - accuracy: 0.9905 - val_loss: 0.5190 - val_accuracy: 0.9076
Epoch 255/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0372 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0345 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0354 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0423 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0417 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0416 - accuracy: 0.9864
Epoch 255: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0416 - accuracy: 0.9864 - val_loss: 0.5957 - val_accuracy: 0.8967
Epoch 256/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0525 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0482 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0496 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0485 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0499 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0486 - accuracy: 0.9809
Epoch 256: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 411ms/step - loss: 0.0486 - accuracy: 0.9809 - val_loss: 0.5803 - val_accuracy: 0.9022
Epoch 257/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0639 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0407 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0463 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0504 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0470 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0433 - accuracy: 0.9905
Epoch 257: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0433 - accuracy: 0.9905 - val_loss: 0.5948 - val_accuracy: 0.8967
Epoch 258/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0316 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0275 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0425 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0445 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0446 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0445 - accuracy: 0.9877
Epoch 258: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0445 - accuracy: 0.9877 - val_loss: 0.6012 - val_accuracy: 0.9022
Epoch 259/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0293 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0415 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0351 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0332 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0391 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0373 - accuracy: 0.9877
Epoch 259: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0373 - accuracy: 0.9877 - val_loss: 0.6142 - val_accuracy: 0.8913
Epoch 260/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0524 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0580 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0484 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0446 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0428 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0406 - accuracy: 0.9877
Epoch 260: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0406 - accuracy: 0.9877 - val_loss: 0.6082 - val_accuracy: 0.8913
Epoch 261/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0328 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0285 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0399 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0345 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0414 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0412 - accuracy: 0.9864
Epoch 261: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0412 - accuracy: 0.9864 - val_loss: 0.6277 - val_accuracy: 0.8967
Epoch 262/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0516 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0405 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0376 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0433 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0459 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0468 - accuracy: 0.9836
Epoch 262: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0468 - accuracy: 0.9836 - val_loss: 0.6499 - val_accuracy: 0.8804
Epoch 263/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0403 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0356 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0344 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0356 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0321 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0330 - accuracy: 0.9905
Epoch 263: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0330 - accuracy: 0.9905 - val_loss: 0.6091 - val_accuracy: 0.8967
Epoch 264/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0114 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0168 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0174 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0277 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0300 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0311 - accuracy: 0.9932
Epoch 264: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 412ms/step - loss: 0.0311 - accuracy: 0.9932 - val_loss: 0.6434 - val_accuracy: 0.8913
Epoch 265/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0533 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0364 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0312 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0324 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0326 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0310 - accuracy: 0.9932
Epoch 265: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0310 - accuracy: 0.9932 - val_loss: 0.7197 - val_accuracy: 0.8804
Epoch 266/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0365 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0419 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0350 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0388 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0356 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0347 - accuracy: 0.9905
Epoch 266: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0347 - accuracy: 0.9905 - val_loss: 0.6448 - val_accuracy: 0.8913
Epoch 267/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0368 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0294 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0415 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0380 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0443 - accuracy: 0.9828
6/6 [==============================] - ETA: 0s - loss: 0.0495 - accuracy: 0.9836
Epoch 267: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 401ms/step - loss: 0.0495 - accuracy: 0.9836 - val_loss: 0.6693 - val_accuracy: 0.9022
Epoch 268/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0609 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0524 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0550 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0464 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0468 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0672 - accuracy: 0.9754
Epoch 268: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0672 - accuracy: 0.9754 - val_loss: 0.6524 - val_accuracy: 0.9076
Epoch 269/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0229 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0269 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0626 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0944 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0799 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0802 - accuracy: 0.9714
Epoch 269: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0802 - accuracy: 0.9714 - val_loss: 0.6674 - val_accuracy: 0.9022
Epoch 270/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0164 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0763 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0670 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0724 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0956 - accuracy: 0.9703
6/6 [==============================] - ETA: 0s - loss: 0.0879 - accuracy: 0.9727
Epoch 270: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0879 - accuracy: 0.9727 - val_loss: 0.6636 - val_accuracy: 0.8913
Epoch 271/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0373 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0514 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0492 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0558 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0552 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0517 - accuracy: 0.9823
Epoch 271: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0517 - accuracy: 0.9823 - val_loss: 0.6672 - val_accuracy: 0.8913
Epoch 272/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0287 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0409 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0325 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0450 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0391 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0390 - accuracy: 0.9905
Epoch 272: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0390 - accuracy: 0.9905 - val_loss: 0.6240 - val_accuracy: 0.9130
Epoch 273/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0508 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0393 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0327 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0442 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0449 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0453 - accuracy: 0.9836
Epoch 273: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0453 - accuracy: 0.9836 - val_loss: 0.7286 - val_accuracy: 0.8967
Epoch 274/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0358 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0465 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0498 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0504 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0460 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0430 - accuracy: 0.9877
Epoch 274: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 402ms/step - loss: 0.0430 - accuracy: 0.9877 - val_loss: 0.7129 - val_accuracy: 0.9022
Epoch 275/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0121 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0404 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0350 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0333 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0309 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0313 - accuracy: 0.9905
Epoch 275: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0313 - accuracy: 0.9905 - val_loss: 0.6656 - val_accuracy: 0.9022
Epoch 276/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0389 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0337 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0316 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0400 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0423 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0384 - accuracy: 0.9877
Epoch 276: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0384 - accuracy: 0.9877 - val_loss: 0.6833 - val_accuracy: 0.8967
Epoch 277/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0262 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0284 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0301 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0312 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0340 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0374 - accuracy: 0.9891
Epoch 277: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0374 - accuracy: 0.9891 - val_loss: 0.6933 - val_accuracy: 0.9022
Epoch 278/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0350 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0436 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0334 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0323 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0331 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0321 - accuracy: 0.9918
Epoch 278: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0321 - accuracy: 0.9918 - val_loss: 0.6742 - val_accuracy: 0.9022
Epoch 279/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0197 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0396 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0422 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0427 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0454 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0481 - accuracy: 0.9850
Epoch 279: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0481 - accuracy: 0.9850 - val_loss: 0.6808 - val_accuracy: 0.8967
Epoch 280/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0302 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0361 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0325 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0346 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0358 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0389 - accuracy: 0.9850
Epoch 280: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0389 - accuracy: 0.9850 - val_loss: 0.6924 - val_accuracy: 0.8859
Epoch 281/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0481 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0409 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0370 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0438 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0420 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0406 - accuracy: 0.9864
Epoch 281: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0406 - accuracy: 0.9864 - val_loss: 0.6305 - val_accuracy: 0.9076
Epoch 282/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0189 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0272 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0234 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0403 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0434 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0441 - accuracy: 0.9836
Epoch 282: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0441 - accuracy: 0.9836 - val_loss: 0.7717 - val_accuracy: 0.8859
Epoch 283/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0229 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0337 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0317 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0325 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0387 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0476 - accuracy: 0.9823
Epoch 283: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0476 - accuracy: 0.9823 - val_loss: 0.7357 - val_accuracy: 0.8804
Epoch 284/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0080 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0400 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0537 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0588 - accuracy: 0.9785
5/6 [========================>.....] - ETA: 0s - loss: 0.0599 - accuracy: 0.9750
6/6 [==============================] - ETA: 0s - loss: 0.0676 - accuracy: 0.9727
Epoch 284: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0676 - accuracy: 0.9727 - val_loss: 0.7565 - val_accuracy: 0.8967
Epoch 285/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0265 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0319 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0298 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0322 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0382 - accuracy: 0.9891
6/6 [==============================] - ETA: 0s - loss: 0.0385 - accuracy: 0.9891
Epoch 285: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0385 - accuracy: 0.9891 - val_loss: 0.8150 - val_accuracy: 0.8967
Epoch 286/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0794 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0651 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0525 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0466 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0452 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0496 - accuracy: 0.9850
Epoch 286: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0496 - accuracy: 0.9850 - val_loss: 0.7757 - val_accuracy: 0.9022
Epoch 287/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0132 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0341 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0388 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0401 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0441 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0429 - accuracy: 0.9823
Epoch 287: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0429 - accuracy: 0.9823 - val_loss: 0.7251 - val_accuracy: 0.8913
Epoch 288/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0254 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0396 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0510 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0527 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0544 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0569 - accuracy: 0.9782
Epoch 288: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0569 - accuracy: 0.9782 - val_loss: 0.6686 - val_accuracy: 0.9022
Epoch 289/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0608 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0973 - accuracy: 0.9453
3/6 [==============>...............] - ETA: 1s - loss: 0.0732 - accuracy: 0.9609
4/6 [===================>..........] - ETA: 0s - loss: 0.0617 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0681 - accuracy: 0.9672
6/6 [==============================] - ETA: 0s - loss: 0.0710 - accuracy: 0.9673
Epoch 289: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0710 - accuracy: 0.9673 - val_loss: 0.6546 - val_accuracy: 0.8750
Epoch 290/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0669 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0622 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0663 - accuracy: 0.9661
4/6 [===================>..........] - ETA: 0s - loss: 0.0677 - accuracy: 0.9688
5/6 [========================>.....] - ETA: 0s - loss: 0.0770 - accuracy: 0.9688
6/6 [==============================] - ETA: 0s - loss: 0.0689 - accuracy: 0.9727
Epoch 290: val_accuracy did not improve from 0.91304

6/6 [==============================] - 3s 421ms/step - loss: 0.0689 - accuracy: 0.9727 - val_loss: 0.7150 - val_accuracy: 0.8967
Epoch 291/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0294 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0408 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0390 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0385 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0396 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0392 - accuracy: 0.9864
Epoch 291: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0392 - accuracy: 0.9864 - val_loss: 0.8104 - val_accuracy: 0.8859
Epoch 292/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0396 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0633 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0520 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0433 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0449 - accuracy: 0.9781
6/6 [==============================] - ETA: 0s - loss: 0.0416 - accuracy: 0.9809
Epoch 292: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 411ms/step - loss: 0.0416 - accuracy: 0.9809 - val_loss: 0.6937 - val_accuracy: 0.8967
Epoch 293/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0348 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0456 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0427 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0357 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0402 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0367 - accuracy: 0.9918
Epoch 293: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0367 - accuracy: 0.9918 - val_loss: 0.6948 - val_accuracy: 0.9022
Epoch 294/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0162 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0265 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0220 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0258 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0255 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0283 - accuracy: 0.9877
Epoch 294: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0283 - accuracy: 0.9877 - val_loss: 0.6827 - val_accuracy: 0.8913
Epoch 295/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0146 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0236 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0310 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0269 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0311 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0298 - accuracy: 0.9959
Epoch 295: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0298 - accuracy: 0.9959 - val_loss: 0.7217 - val_accuracy: 0.8913
Epoch 296/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0151 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0218 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0271 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0282 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0266 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0274 - accuracy: 0.9959
Epoch 296: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0274 - accuracy: 0.9959 - val_loss: 0.6718 - val_accuracy: 0.9130
Epoch 297/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0140 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0198 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0228 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0241 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0296 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0333 - accuracy: 0.9891
Epoch 297: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0333 - accuracy: 0.9891 - val_loss: 0.7201 - val_accuracy: 0.8967
Epoch 298/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0134 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0493 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0484 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0439 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0425 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0402 - accuracy: 0.9864
Epoch 298: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0402 - accuracy: 0.9864 - val_loss: 0.7166 - val_accuracy: 0.8913
Epoch 299/300

1/6 [====>.........................] - ETA: 1s - loss: 0.0469 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0468 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0493 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0479 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0451 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0462 - accuracy: 0.9836
Epoch 299: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0462 - accuracy: 0.9836 - val_loss: 0.7485 - val_accuracy: 0.8913
Epoch 300/300

1/6 [====>.........................] - ETA: 2s - loss: 0.0637 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0391 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0309 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0321 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0319 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0325 - accuracy: 0.9905
Epoch 300: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0325 - accuracy: 0.9905 - val_loss: 0.6870 - val_accuracy: 0.9022
Training completed in time:  0:12:12.652656
Training Accuracy:  97.40791320800781
Testing Accuracy:  90.21739363670349

1/6 [====>.........................] - ETA: 0s - loss: 1.0491 - accuracy: 0.8125
2/6 [=========>....................] - ETA: 0s - loss: 0.6094 - accuracy: 0.8750
4/6 [===================>..........] - ETA: 0s - loss: 0.6874 - accuracy: 0.9219
5/6 [========================>.....] - ETA: 0s - loss: 0.6940 - accuracy: 0.9125
6/6 [==============================] - 0s 55ms/step - loss: 0.6870 - accuracy: 0.9022
Epoch 1/200

1/6 [====>.........................] - ETA: 3s - loss: 0.0234 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0228 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0206 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0274 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0275 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0262 - accuracy: 0.9945
Epoch 1: val_accuracy did not improve from 0.91304

6/6 [==============================] - 3s 409ms/step - loss: 0.0262 - accuracy: 0.9945 - val_loss: 0.7356 - val_accuracy: 0.8967
Epoch 2/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0345 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0367 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0283 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0243 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0233 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0240 - accuracy: 0.9959
Epoch 2: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0240 - accuracy: 0.9959 - val_loss: 0.7154 - val_accuracy: 0.8967
Epoch 3/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0163 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0339 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0304 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0273 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0247 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0224 - accuracy: 0.9973
Epoch 3: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0224 - accuracy: 0.9973 - val_loss: 0.7300 - val_accuracy: 0.9022
Epoch 4/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0200 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0160 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0173 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0151 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0192 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0207 - accuracy: 0.9959
Epoch 4: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0207 - accuracy: 0.9959 - val_loss: 0.7252 - val_accuracy: 0.9022
Epoch 5/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0139 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0197 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0190 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0222 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0236 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0223 - accuracy: 0.9932
Epoch 5: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0223 - accuracy: 0.9932 - val_loss: 0.7513 - val_accuracy: 0.8967
Epoch 6/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0141 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0186 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0175 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0180 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0172 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0181 - accuracy: 0.9918
Epoch 6: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0181 - accuracy: 0.9918 - val_loss: 0.7426 - val_accuracy: 0.8967
Epoch 7/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0172 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0146 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0164 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0159 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0184 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0245 - accuracy: 0.9932
Epoch 7: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0245 - accuracy: 0.9932 - val_loss: 0.7494 - val_accuracy: 0.8967
Epoch 8/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0093 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0092 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0127 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0177 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0169 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0172 - accuracy: 0.9973
Epoch 8: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0172 - accuracy: 0.9973 - val_loss: 0.7594 - val_accuracy: 0.8913
Epoch 9/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0304 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0247 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0311 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0253 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0239 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0261 - accuracy: 0.9891
Epoch 9: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0261 - accuracy: 0.9891 - val_loss: 0.7656 - val_accuracy: 0.8967
Epoch 10/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0498 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0372 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0284 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0287 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0315 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0440 - accuracy: 0.9823
Epoch 10: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 403ms/step - loss: 0.0440 - accuracy: 0.9823 - val_loss: 0.7789 - val_accuracy: 0.8859
Epoch 11/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0119 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0230 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0282 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0394 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0413 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0377 - accuracy: 0.9877
Epoch 11: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0377 - accuracy: 0.9877 - val_loss: 0.7173 - val_accuracy: 0.8967
Epoch 12/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0298 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0317 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0326 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0306 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0304 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0277 - accuracy: 0.9945
Epoch 12: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0277 - accuracy: 0.9945 - val_loss: 0.7722 - val_accuracy: 0.8804
Epoch 13/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0255 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0499 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0354 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0398 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0382 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0346 - accuracy: 0.9877
Epoch 13: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0346 - accuracy: 0.9877 - val_loss: 0.7495 - val_accuracy: 0.8913
Epoch 14/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0073 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0120 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0124 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0165 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0171 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0183 - accuracy: 0.9945
Epoch 14: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0183 - accuracy: 0.9945 - val_loss: 0.7540 - val_accuracy: 0.8913
Epoch 15/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0062 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0174 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0150 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0434 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0448 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0419 - accuracy: 0.9850
Epoch 15: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0419 - accuracy: 0.9850 - val_loss: 0.8205 - val_accuracy: 0.8967
Epoch 16/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0210 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0606 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0572 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0553 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0511 - accuracy: 0.9812
6/6 [==============================] - ETA: 0s - loss: 0.0485 - accuracy: 0.9823
Epoch 16: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0485 - accuracy: 0.9823 - val_loss: 0.7744 - val_accuracy: 0.8859
Epoch 17/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0263 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0207 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0203 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0214 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0232 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0236 - accuracy: 0.9932
Epoch 17: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0236 - accuracy: 0.9932 - val_loss: 0.6807 - val_accuracy: 0.9130
Epoch 18/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0114 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0232 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0220 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0182 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0182 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0189 - accuracy: 0.9959
Epoch 18: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 402ms/step - loss: 0.0189 - accuracy: 0.9959 - val_loss: 0.7778 - val_accuracy: 0.8913
Epoch 19/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0321 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0314 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0354 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0304 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0331 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0315 - accuracy: 0.9864
Epoch 19: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0315 - accuracy: 0.9864 - val_loss: 0.8234 - val_accuracy: 0.8967
Epoch 20/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0079 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0111 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0171 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0190 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0193 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0189 - accuracy: 0.9973
Epoch 20: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0189 - accuracy: 0.9973 - val_loss: 0.7579 - val_accuracy: 0.9022
Epoch 21/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0137 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0300 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0287 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0251 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0210 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0212 - accuracy: 0.9905
Epoch 21: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0212 - accuracy: 0.9905 - val_loss: 0.7430 - val_accuracy: 0.9022
Epoch 22/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0209 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0209 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0228 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0242 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0254 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0239 - accuracy: 0.9918
Epoch 22: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0239 - accuracy: 0.9918 - val_loss: 0.8224 - val_accuracy: 0.8967
Epoch 23/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0176 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0164 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0183 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0360 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0372 - accuracy: 0.9891
6/6 [==============================] - ETA: 0s - loss: 0.0336 - accuracy: 0.9905
Epoch 23: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0336 - accuracy: 0.9905 - val_loss: 0.8257 - val_accuracy: 0.9022
Epoch 24/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0252 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0293 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0310 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0313 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0333 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0309 - accuracy: 0.9877
Epoch 24: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0309 - accuracy: 0.9877 - val_loss: 0.8975 - val_accuracy: 0.8859
Epoch 25/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0541 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0316 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0472 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0411 - accuracy: 0.9785
5/6 [========================>.....] - ETA: 0s - loss: 0.0353 - accuracy: 0.9828
6/6 [==============================] - ETA: 0s - loss: 0.0348 - accuracy: 0.9836
Epoch 25: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0348 - accuracy: 0.9836 - val_loss: 0.7581 - val_accuracy: 0.9022
Epoch 26/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0318 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0413 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0519 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0477 - accuracy: 0.9766
5/6 [========================>.....] - ETA: 0s - loss: 0.0430 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0395 - accuracy: 0.9823
Epoch 26: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0395 - accuracy: 0.9823 - val_loss: 0.9082 - val_accuracy: 0.8913
Epoch 27/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0596 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0496 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0409 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0440 - accuracy: 0.9766
5/6 [========================>.....] - ETA: 0s - loss: 0.0408 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0373 - accuracy: 0.9823
Epoch 27: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0373 - accuracy: 0.9823 - val_loss: 0.7196 - val_accuracy: 0.9130
Epoch 28/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0459 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0915 - accuracy: 0.9648
3/6 [==============>...............] - ETA: 1s - loss: 0.0636 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0523 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0472 - accuracy: 0.9828
6/6 [==============================] - ETA: 0s - loss: 0.0514 - accuracy: 0.9809
Epoch 28: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0514 - accuracy: 0.9809 - val_loss: 0.8202 - val_accuracy: 0.8967
Epoch 29/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0305 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0379 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0318 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0319 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0312 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0385 - accuracy: 0.9836
Epoch 29: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0385 - accuracy: 0.9836 - val_loss: 0.8064 - val_accuracy: 0.8913
Epoch 30/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0319 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0295 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0357 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0408 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0410 - accuracy: 0.9828
6/6 [==============================] - ETA: 0s - loss: 0.0391 - accuracy: 0.9836
Epoch 30: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0391 - accuracy: 0.9836 - val_loss: 0.7214 - val_accuracy: 0.8913
Epoch 31/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0254 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0295 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0451 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0526 - accuracy: 0.9766
5/6 [========================>.....] - ETA: 0s - loss: 0.0465 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0448 - accuracy: 0.9809
Epoch 31: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 411ms/step - loss: 0.0448 - accuracy: 0.9809 - val_loss: 1.1324 - val_accuracy: 0.8641
Epoch 32/200

1/6 [====>.........................] - ETA: 2s - loss: 0.2030 - accuracy: 0.9375
2/6 [=========>....................] - ETA: 1s - loss: 0.1379 - accuracy: 0.9570
3/6 [==============>...............] - ETA: 1s - loss: 0.1163 - accuracy: 0.9583
4/6 [===================>..........] - ETA: 0s - loss: 0.1022 - accuracy: 0.9590
5/6 [========================>.....] - ETA: 0s - loss: 0.1062 - accuracy: 0.9641
6/6 [==============================] - ETA: 0s - loss: 0.1679 - accuracy: 0.9577
Epoch 32: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 412ms/step - loss: 0.1679 - accuracy: 0.9577 - val_loss: 0.9255 - val_accuracy: 0.8696
Epoch 33/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0847 - accuracy: 0.9453
2/6 [=========>....................] - ETA: 1s - loss: 0.0748 - accuracy: 0.9609
3/6 [==============>...............] - ETA: 1s - loss: 0.1533 - accuracy: 0.9401
4/6 [===================>..........] - ETA: 0s - loss: 0.1443 - accuracy: 0.9473
5/6 [========================>.....] - ETA: 0s - loss: 0.1321 - accuracy: 0.9531
6/6 [==============================] - ETA: 0s - loss: 0.1276 - accuracy: 0.9509
Epoch 33: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.1276 - accuracy: 0.9509 - val_loss: 0.8787 - val_accuracy: 0.8804
Epoch 34/200

1/6 [====>.........................] - ETA: 2s - loss: 0.1082 - accuracy: 0.9531
2/6 [=========>....................] - ETA: 1s - loss: 0.1864 - accuracy: 0.9414
3/6 [==============>...............] - ETA: 1s - loss: 0.1777 - accuracy: 0.9453
4/6 [===================>..........] - ETA: 0s - loss: 0.1444 - accuracy: 0.9551
5/6 [========================>.....] - ETA: 0s - loss: 0.1330 - accuracy: 0.9578
6/6 [==============================] - ETA: 0s - loss: 0.1444 - accuracy: 0.9550
Epoch 34: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.1444 - accuracy: 0.9550 - val_loss: 0.8445 - val_accuracy: 0.8913
Epoch 35/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0408 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0525 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0476 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0578 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0814 - accuracy: 0.9734
6/6 [==============================] - ETA: 0s - loss: 0.0826 - accuracy: 0.9727
Epoch 35: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0826 - accuracy: 0.9727 - val_loss: 0.8160 - val_accuracy: 0.8804
Epoch 36/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0256 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0284 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0290 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0466 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0534 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0563 - accuracy: 0.9809
Epoch 36: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0563 - accuracy: 0.9809 - val_loss: 0.6812 - val_accuracy: 0.8804
Epoch 37/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0543 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0538 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0709 - accuracy: 0.9740
4/6 [===================>..........] - ETA: 0s - loss: 0.0664 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0762 - accuracy: 0.9672
6/6 [==============================] - ETA: 0s - loss: 0.0714 - accuracy: 0.9700
Epoch 37: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0714 - accuracy: 0.9700 - val_loss: 0.7426 - val_accuracy: 0.8859
Epoch 38/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0528 - accuracy: 0.9688
2/6 [=========>....................] - ETA: 1s - loss: 0.0435 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0386 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0364 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0337 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0389 - accuracy: 0.9864
Epoch 38: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0389 - accuracy: 0.9864 - val_loss: 0.6374 - val_accuracy: 0.8967
Epoch 39/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0293 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0355 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0380 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0361 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0385 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0437 - accuracy: 0.9823
Epoch 39: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0437 - accuracy: 0.9823 - val_loss: 0.6565 - val_accuracy: 0.9022
Epoch 40/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0702 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0495 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0475 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0447 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0434 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0412 - accuracy: 0.9850
Epoch 40: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0412 - accuracy: 0.9850 - val_loss: 0.6136 - val_accuracy: 0.8859
Epoch 41/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0275 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0255 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0260 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0248 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0267 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0290 - accuracy: 0.9932
Epoch 41: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0290 - accuracy: 0.9932 - val_loss: 0.6760 - val_accuracy: 0.8913
Epoch 42/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0230 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0274 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0261 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0249 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0258 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0265 - accuracy: 0.9905
Epoch 42: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0265 - accuracy: 0.9905 - val_loss: 0.6146 - val_accuracy: 0.9076
Epoch 43/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0272 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0223 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0192 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0253 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0247 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0268 - accuracy: 0.9932
Epoch 43: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0268 - accuracy: 0.9932 - val_loss: 0.6759 - val_accuracy: 0.8967
Epoch 44/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0150 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0147 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0146 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0158 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0179 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0232 - accuracy: 0.9973
Epoch 44: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0232 - accuracy: 0.9973 - val_loss: 0.7084 - val_accuracy: 0.8967
Epoch 45/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0144 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0274 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0229 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0251 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0227 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0232 - accuracy: 0.9932
Epoch 45: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0232 - accuracy: 0.9932 - val_loss: 0.6621 - val_accuracy: 0.9076
Epoch 46/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0086 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0114 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0147 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0138 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0160 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0159 - accuracy: 0.9973
Epoch 46: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0159 - accuracy: 0.9973 - val_loss: 0.6609 - val_accuracy: 0.8913
Epoch 47/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0230 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0210 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0211 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0174 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0215 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0214 - accuracy: 0.9973
Epoch 47: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0214 - accuracy: 0.9973 - val_loss: 0.6555 - val_accuracy: 0.9022
Epoch 48/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0149 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0126 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0130 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0131 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0159 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0170 - accuracy: 0.9973
Epoch 48: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0170 - accuracy: 0.9973 - val_loss: 0.6550 - val_accuracy: 0.9076
Epoch 49/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0163 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0150 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0176 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0161 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0157 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0145 - accuracy: 1.0000
Epoch 49: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0145 - accuracy: 1.0000 - val_loss: 0.6889 - val_accuracy: 0.8967
Epoch 50/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0148 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0119 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0148 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0153 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0188 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0170 - accuracy: 0.9973
Epoch 50: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0170 - accuracy: 0.9973 - val_loss: 0.6928 - val_accuracy: 0.9022
Epoch 51/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0355 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0300 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0233 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0207 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0215 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0235 - accuracy: 0.9932
Epoch 51: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0235 - accuracy: 0.9932 - val_loss: 0.6714 - val_accuracy: 0.8913
Epoch 52/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0301 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0205 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0185 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0193 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0194 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0194 - accuracy: 0.9959
Epoch 52: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0194 - accuracy: 0.9959 - val_loss: 0.7314 - val_accuracy: 0.9022
Epoch 53/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0137 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0152 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0142 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0142 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0143 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0136 - accuracy: 0.9959
Epoch 53: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0136 - accuracy: 0.9959 - val_loss: 0.7144 - val_accuracy: 0.9022
Epoch 54/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0183 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0218 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0171 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0188 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0173 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0156 - accuracy: 0.9973
Epoch 54: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0156 - accuracy: 0.9973 - val_loss: 0.7796 - val_accuracy: 0.9022
Epoch 55/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0161 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0175 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0241 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0223 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0209 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0185 - accuracy: 0.9945
Epoch 55: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0185 - accuracy: 0.9945 - val_loss: 0.7471 - val_accuracy: 0.8913
Epoch 56/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0059 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0202 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0157 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0166 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0177 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0237 - accuracy: 0.9932
Epoch 56: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0237 - accuracy: 0.9932 - val_loss: 0.7596 - val_accuracy: 0.8967
Epoch 57/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0142 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0100 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0145 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0165 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0190 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0192 - accuracy: 0.9945
Epoch 57: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0192 - accuracy: 0.9945 - val_loss: 0.7894 - val_accuracy: 0.8913
Epoch 58/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0112 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0108 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0097 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0103 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0113 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0157 - accuracy: 0.9945
Epoch 58: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0157 - accuracy: 0.9945 - val_loss: 0.7782 - val_accuracy: 0.8913
Epoch 59/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0347 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0304 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0244 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0232 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0201 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0185 - accuracy: 0.9945
Epoch 59: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0185 - accuracy: 0.9945 - val_loss: 0.7830 - val_accuracy: 0.8859
Epoch 60/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0564 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0355 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0323 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0289 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0278 - accuracy: 0.9891
6/6 [==============================] - ETA: 0s - loss: 0.0264 - accuracy: 0.9891
Epoch 60: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0264 - accuracy: 0.9891 - val_loss: 0.7549 - val_accuracy: 0.8967
Epoch 61/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0291 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0167 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0187 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0219 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0193 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0178 - accuracy: 0.9959
Epoch 61: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0178 - accuracy: 0.9959 - val_loss: 0.8245 - val_accuracy: 0.8859
Epoch 62/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0175 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0178 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0150 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0186 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0167 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0159 - accuracy: 0.9973
Epoch 62: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 404ms/step - loss: 0.0159 - accuracy: 0.9973 - val_loss: 0.7927 - val_accuracy: 0.8967
Epoch 63/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0110 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0092 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0198 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0179 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0151 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0154 - accuracy: 0.9973
Epoch 63: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0154 - accuracy: 0.9973 - val_loss: 0.7843 - val_accuracy: 0.9022
Epoch 64/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0156 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0173 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0177 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0174 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0155 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0145 - accuracy: 0.9959
Epoch 64: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0145 - accuracy: 0.9959 - val_loss: 0.7851 - val_accuracy: 0.8967
Epoch 65/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0152 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0134 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0141 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0144 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0134 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0123 - accuracy: 0.9986
Epoch 65: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0123 - accuracy: 0.9986 - val_loss: 0.8138 - val_accuracy: 0.8913
Epoch 66/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0058 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0124 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0126 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0111 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0131 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0140 - accuracy: 0.9973
Epoch 66: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0140 - accuracy: 0.9973 - val_loss: 0.8329 - val_accuracy: 0.8913
Epoch 67/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0200 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0238 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0175 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0173 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0158 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0147 - accuracy: 0.9959
Epoch 67: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0147 - accuracy: 0.9959 - val_loss: 0.8077 - val_accuracy: 0.8967
Epoch 68/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0111 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0128 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0137 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0154 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0149 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0172 - accuracy: 0.9959
Epoch 68: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0172 - accuracy: 0.9959 - val_loss: 0.8652 - val_accuracy: 0.8913
Epoch 69/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0088 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0146 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0146 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0125 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0187 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0187 - accuracy: 0.9932
Epoch 69: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0187 - accuracy: 0.9932 - val_loss: 0.8903 - val_accuracy: 0.8913
Epoch 70/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0143 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0225 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0193 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0172 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0145 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0143 - accuracy: 0.9945
Epoch 70: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0143 - accuracy: 0.9945 - val_loss: 0.8150 - val_accuracy: 0.8913
Epoch 71/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0145 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0130 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0115 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0175 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0168 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0152 - accuracy: 0.9973
Epoch 71: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0152 - accuracy: 0.9973 - val_loss: 0.7861 - val_accuracy: 0.8967
Epoch 72/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0149 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0173 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0191 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0161 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0163 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0173 - accuracy: 0.9932
Epoch 72: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0173 - accuracy: 0.9932 - val_loss: 0.7870 - val_accuracy: 0.8967
Epoch 73/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0197 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0134 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0102 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0092 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0120 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0116 - accuracy: 0.9986
Epoch 73: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0116 - accuracy: 0.9986 - val_loss: 0.8234 - val_accuracy: 0.8967
Epoch 74/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0220 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0186 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0189 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0165 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0155 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0141 - accuracy: 0.9973
Epoch 74: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0141 - accuracy: 0.9973 - val_loss: 0.8627 - val_accuracy: 0.8859
Epoch 75/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0249 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0170 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0134 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0144 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0130 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0116 - accuracy: 0.9973
Epoch 75: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0116 - accuracy: 0.9973 - val_loss: 0.8501 - val_accuracy: 0.8913
Epoch 76/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0151 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0120 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0156 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0146 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0144 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0161 - accuracy: 0.9959
Epoch 76: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 411ms/step - loss: 0.0161 - accuracy: 0.9959 - val_loss: 0.8204 - val_accuracy: 0.8967
Epoch 77/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0089 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0090 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0095 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0103 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0090 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0173 - accuracy: 0.9945
Epoch 77: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0173 - accuracy: 0.9945 - val_loss: 0.8651 - val_accuracy: 0.8913
Epoch 78/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0061 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0063 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0119 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0158 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0158 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0171 - accuracy: 0.9945
Epoch 78: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0171 - accuracy: 0.9945 - val_loss: 0.8526 - val_accuracy: 0.8859
Epoch 79/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0056 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0130 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0202 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0194 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0172 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0165 - accuracy: 0.9973
Epoch 79: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0165 - accuracy: 0.9973 - val_loss: 0.9255 - val_accuracy: 0.8859
Epoch 80/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0118 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0175 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0268 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0270 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0233 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0217 - accuracy: 0.9932
Epoch 80: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0217 - accuracy: 0.9932 - val_loss: 0.8661 - val_accuracy: 0.9022
Epoch 81/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0055 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0081 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0484 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0404 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0360 - accuracy: 0.9891
6/6 [==============================] - ETA: 0s - loss: 0.0331 - accuracy: 0.9905
Epoch 81: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0331 - accuracy: 0.9905 - val_loss: 1.0224 - val_accuracy: 0.8913
Epoch 82/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0399 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0319 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0347 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0316 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0295 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0278 - accuracy: 0.9932
Epoch 82: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0278 - accuracy: 0.9932 - val_loss: 0.7868 - val_accuracy: 0.9130
Epoch 83/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0091 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0091 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0122 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0224 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0204 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0191 - accuracy: 0.9945
Epoch 83: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0191 - accuracy: 0.9945 - val_loss: 0.7858 - val_accuracy: 0.8967
Epoch 84/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0308 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0225 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0226 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0210 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0204 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0194 - accuracy: 0.9959
Epoch 84: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0194 - accuracy: 0.9959 - val_loss: 0.8642 - val_accuracy: 0.8913
Epoch 85/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0112 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0137 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0190 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0162 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0161 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0143 - accuracy: 0.9986
Epoch 85: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 410ms/step - loss: 0.0143 - accuracy: 0.9986 - val_loss: 0.7849 - val_accuracy: 0.9130
Epoch 86/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0153 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0148 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0172 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0173 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0186 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0174 - accuracy: 0.9945
Epoch 86: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0174 - accuracy: 0.9945 - val_loss: 0.7985 - val_accuracy: 0.9076
Epoch 87/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0103 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0070 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0087 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0093 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0128 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0124 - accuracy: 0.9973
Epoch 87: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0124 - accuracy: 0.9973 - val_loss: 0.9200 - val_accuracy: 0.8913
Epoch 88/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0359 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0203 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0165 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0136 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0173 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0195 - accuracy: 0.9932
Epoch 88: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0195 - accuracy: 0.9932 - val_loss: 0.8502 - val_accuracy: 0.9130
Epoch 89/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0283 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0228 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0200 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0163 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0174 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0173 - accuracy: 0.9945
Epoch 89: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0173 - accuracy: 0.9945 - val_loss: 0.8515 - val_accuracy: 0.8967
Epoch 90/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0296 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0167 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0164 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0150 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0154 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0137 - accuracy: 0.9986
Epoch 90: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0137 - accuracy: 0.9986 - val_loss: 0.8416 - val_accuracy: 0.8967
Epoch 91/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0137 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0218 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0189 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0235 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0221 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0206 - accuracy: 0.9918
Epoch 91: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0206 - accuracy: 0.9918 - val_loss: 1.0074 - val_accuracy: 0.8913
Epoch 92/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0240 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0238 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0220 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0250 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0220 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0227 - accuracy: 0.9945
Epoch 92: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0227 - accuracy: 0.9945 - val_loss: 1.0077 - val_accuracy: 0.9076
Epoch 93/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0169 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0180 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0159 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0164 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0145 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0137 - accuracy: 0.9945
Epoch 93: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 405ms/step - loss: 0.0137 - accuracy: 0.9945 - val_loss: 0.9558 - val_accuracy: 0.9022
Epoch 94/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0307 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0255 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0223 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0181 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0173 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0167 - accuracy: 0.9959
Epoch 94: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 411ms/step - loss: 0.0167 - accuracy: 0.9959 - val_loss: 1.0269 - val_accuracy: 0.9076
Epoch 95/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0069 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0071 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0138 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0135 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0132 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0117 - accuracy: 0.9973
Epoch 95: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 409ms/step - loss: 0.0117 - accuracy: 0.9973 - val_loss: 0.9149 - val_accuracy: 0.9076
Epoch 96/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0290 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0195 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0197 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0179 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0175 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0172 - accuracy: 0.9945
Epoch 96: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 407ms/step - loss: 0.0172 - accuracy: 0.9945 - val_loss: 0.9728 - val_accuracy: 0.9076
Epoch 97/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0142 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0143 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0126 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0139 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0133 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0138 - accuracy: 0.9973
Epoch 97: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0138 - accuracy: 0.9973 - val_loss: 0.9767 - val_accuracy: 0.8913
Epoch 98/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0212 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0157 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0147 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0121 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0114 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0118 - accuracy: 0.9959
Epoch 98: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0118 - accuracy: 0.9959 - val_loss: 0.9189 - val_accuracy: 0.8913
Epoch 99/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0085 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0169 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0125 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0120 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0114 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0154 - accuracy: 0.9959
Epoch 99: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0154 - accuracy: 0.9959 - val_loss: 1.1370 - val_accuracy: 0.8967
Epoch 100/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0437 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0250 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0332 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0391 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0361 - accuracy: 0.9828
6/6 [==============================] - ETA: 0s - loss: 0.0365 - accuracy: 0.9836
Epoch 100: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 408ms/step - loss: 0.0365 - accuracy: 0.9836 - val_loss: 0.9785 - val_accuracy: 0.9022
Epoch 101/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0118 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0226 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0264 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0283 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0244 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0234 - accuracy: 0.9945
Epoch 101: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 412ms/step - loss: 0.0234 - accuracy: 0.9945 - val_loss: 0.9949 - val_accuracy: 0.8967
Epoch 102/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0349 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0310 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0276 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0262 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0238 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0218 - accuracy: 0.9945
Epoch 102: val_accuracy did not improve from 0.91304

6/6 [==============================] - 2s 406ms/step - loss: 0.0218 - accuracy: 0.9945 - val_loss: 1.0653 - val_accuracy: 0.9076
Epoch 103/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0223 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0174 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0160 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0147 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0217 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0232 - accuracy: 0.9918
Epoch 103: val_accuracy improved from 0.91304 to 0.92391, saving model to mymodel2_103.h5

6/6 [==============================] - 2s 410ms/step - loss: 0.0232 - accuracy: 0.9918 - val_loss: 1.0096 - val_accuracy: 0.9239
Epoch 104/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0028 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0252 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0210 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0255 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0320 - accuracy: 0.9891
6/6 [==============================] - ETA: 0s - loss: 0.0301 - accuracy: 0.9891
Epoch 104: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0301 - accuracy: 0.9891 - val_loss: 0.9286 - val_accuracy: 0.9130
Epoch 105/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0164 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0271 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0226 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0275 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0257 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0228 - accuracy: 0.9945
Epoch 105: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0228 - accuracy: 0.9945 - val_loss: 1.0121 - val_accuracy: 0.8913
Epoch 106/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0105 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0323 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0285 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0237 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0212 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0224 - accuracy: 0.9945
Epoch 106: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0224 - accuracy: 0.9945 - val_loss: 0.9324 - val_accuracy: 0.9022
Epoch 107/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0092 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0154 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0176 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0165 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0148 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0136 - accuracy: 0.9945
Epoch 107: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0136 - accuracy: 0.9945 - val_loss: 0.9900 - val_accuracy: 0.9022
Epoch 108/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0039 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0115 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0094 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0112 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0096 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0136 - accuracy: 0.9973
Epoch 108: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0136 - accuracy: 0.9973 - val_loss: 0.9729 - val_accuracy: 0.9076
Epoch 109/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0073 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0181 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0130 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0187 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0167 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0155 - accuracy: 0.9959
Epoch 109: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0155 - accuracy: 0.9959 - val_loss: 0.9764 - val_accuracy: 0.9022
Epoch 110/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0097 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0145 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0149 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0169 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0168 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0166 - accuracy: 0.9932
Epoch 110: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0166 - accuracy: 0.9932 - val_loss: 0.8989 - val_accuracy: 0.9022
Epoch 111/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0390 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0394 - accuracy: 0.9766
3/6 [==============>...............] - ETA: 1s - loss: 0.0276 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0279 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0330 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0312 - accuracy: 0.9864
Epoch 111: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0312 - accuracy: 0.9864 - val_loss: 0.8499 - val_accuracy: 0.9022
Epoch 112/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0271 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0171 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0190 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0157 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0141 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0168 - accuracy: 0.9932
Epoch 112: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 403ms/step - loss: 0.0168 - accuracy: 0.9932 - val_loss: 0.9410 - val_accuracy: 0.8967
Epoch 113/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0113 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0106 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0158 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0154 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0175 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0188 - accuracy: 0.9905
Epoch 113: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0188 - accuracy: 0.9905 - val_loss: 0.9355 - val_accuracy: 0.8967
Epoch 114/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0244 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0197 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0202 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0183 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0200 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0226 - accuracy: 0.9918
Epoch 114: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0226 - accuracy: 0.9918 - val_loss: 0.8129 - val_accuracy: 0.9130
Epoch 115/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0106 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0155 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0140 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0174 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0161 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0167 - accuracy: 0.9932
Epoch 115: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0167 - accuracy: 0.9932 - val_loss: 1.1470 - val_accuracy: 0.9076
Epoch 116/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0066 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0162 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0155 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0179 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0303 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0287 - accuracy: 0.9932
Epoch 116: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0287 - accuracy: 0.9932 - val_loss: 1.0616 - val_accuracy: 0.9022
Epoch 117/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0053 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0141 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0128 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0159 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0141 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0127 - accuracy: 0.9973
Epoch 117: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0127 - accuracy: 0.9973 - val_loss: 0.8298 - val_accuracy: 0.9130
Epoch 118/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0103 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0185 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0167 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0132 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0185 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0249 - accuracy: 0.9905
Epoch 118: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0249 - accuracy: 0.9905 - val_loss: 0.8613 - val_accuracy: 0.8967
Epoch 119/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0073 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0078 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0096 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0136 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0175 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0190 - accuracy: 0.9932
Epoch 119: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 411ms/step - loss: 0.0190 - accuracy: 0.9932 - val_loss: 0.9441 - val_accuracy: 0.8913
Epoch 120/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0110 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0111 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0113 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0129 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0124 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0117 - accuracy: 0.9973
Epoch 120: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0117 - accuracy: 0.9973 - val_loss: 0.9326 - val_accuracy: 0.9022
Epoch 121/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0089 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0097 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0098 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0128 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0167 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0173 - accuracy: 0.9932
Epoch 121: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0173 - accuracy: 0.9932 - val_loss: 0.9023 - val_accuracy: 0.8967
Epoch 122/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0136 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0089 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0099 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0121 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0108 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0101 - accuracy: 0.9973
Epoch 122: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0101 - accuracy: 0.9973 - val_loss: 0.8167 - val_accuracy: 0.9076
Epoch 123/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0079 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0076 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0164 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0186 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0165 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0153 - accuracy: 0.9945
Epoch 123: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0153 - accuracy: 0.9945 - val_loss: 0.8948 - val_accuracy: 0.9076
Epoch 124/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0270 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0238 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0197 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0183 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0175 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0155 - accuracy: 0.9932
Epoch 124: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0155 - accuracy: 0.9932 - val_loss: 1.0360 - val_accuracy: 0.9022
Epoch 125/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0220 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0145 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0116 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0098 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0087 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0080 - accuracy: 0.9986
Epoch 125: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0080 - accuracy: 0.9986 - val_loss: 0.8761 - val_accuracy: 0.9022
Epoch 126/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0051 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0075 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0149 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0121 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0134 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0130 - accuracy: 0.9959
Epoch 126: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0130 - accuracy: 0.9959 - val_loss: 0.9038 - val_accuracy: 0.9022
Epoch 127/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0085 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0102 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0078 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0069 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0065 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0061 - accuracy: 0.9986
Epoch 127: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0061 - accuracy: 0.9986 - val_loss: 0.9288 - val_accuracy: 0.8967
Epoch 128/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0118 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0087 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0082 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0100 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0096 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0089 - accuracy: 0.9973
Epoch 128: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0089 - accuracy: 0.9973 - val_loss: 0.8962 - val_accuracy: 0.8967
Epoch 129/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0137 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0135 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0125 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0116 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0104 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0101 - accuracy: 0.9986
Epoch 129: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0101 - accuracy: 0.9986 - val_loss: 0.8978 - val_accuracy: 0.9022
Epoch 130/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0075 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0059 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0129 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0104 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0096 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0092 - accuracy: 0.9986
Epoch 130: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0092 - accuracy: 0.9986 - val_loss: 0.9217 - val_accuracy: 0.9022
Epoch 131/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0083 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0101 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0116 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0109 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0094 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0092 - accuracy: 0.9986
Epoch 131: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0092 - accuracy: 0.9986 - val_loss: 0.9609 - val_accuracy: 0.9022
Epoch 132/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0083 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0078 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0066 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0063 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0068 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0065 - accuracy: 0.9973
Epoch 132: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0065 - accuracy: 0.9973 - val_loss: 0.9683 - val_accuracy: 0.8967
Epoch 133/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0099 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0097 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0100 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0087 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0092 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0086 - accuracy: 0.9986
Epoch 133: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0086 - accuracy: 0.9986 - val_loss: 0.9568 - val_accuracy: 0.8967
Epoch 134/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0101 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0084 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0067 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0056 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0057 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0053 - accuracy: 1.0000
Epoch 134: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0053 - accuracy: 1.0000 - val_loss: 0.9832 - val_accuracy: 0.9022
Epoch 135/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0011 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0070 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0054 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0054 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0055 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0080 - accuracy: 0.9986
Epoch 135: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0080 - accuracy: 0.9986 - val_loss: 0.9625 - val_accuracy: 0.8967
Epoch 136/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0061 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0065 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0073 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0064 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0066 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0067 - accuracy: 1.0000
Epoch 136: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0067 - accuracy: 1.0000 - val_loss: 0.9524 - val_accuracy: 0.9076
Epoch 137/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0123 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0140 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0114 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0103 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0111 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0108 - accuracy: 0.9959
Epoch 137: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 410ms/step - loss: 0.0108 - accuracy: 0.9959 - val_loss: 1.0451 - val_accuracy: 0.9076
Epoch 138/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0039 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0122 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0130 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0123 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0112 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0109 - accuracy: 0.9973
Epoch 138: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0109 - accuracy: 0.9973 - val_loss: 1.0261 - val_accuracy: 0.9130
Epoch 139/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0094 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0061 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0107 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0103 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0092 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0083 - accuracy: 0.9986
Epoch 139: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 416ms/step - loss: 0.0083 - accuracy: 0.9986 - val_loss: 0.9878 - val_accuracy: 0.9076
Epoch 140/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0070 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0089 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0081 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0078 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0066 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0063 - accuracy: 1.0000
Epoch 140: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0063 - accuracy: 1.0000 - val_loss: 0.9965 - val_accuracy: 0.9076
Epoch 141/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0062 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0120 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0133 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0127 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0114 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0101 - accuracy: 0.9945
Epoch 141: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0101 - accuracy: 0.9945 - val_loss: 0.9713 - val_accuracy: 0.9076
Epoch 142/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0122 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0134 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0097 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0081 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0075 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0084 - accuracy: 1.0000
Epoch 142: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0084 - accuracy: 1.0000 - val_loss: 1.0111 - val_accuracy: 0.9130
Epoch 143/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0229 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0144 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0099 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0133 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0174 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0172 - accuracy: 0.9918
Epoch 143: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0172 - accuracy: 0.9918 - val_loss: 0.9779 - val_accuracy: 0.9076
Epoch 144/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0069 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0067 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0102 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0248 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0209 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0186 - accuracy: 0.9945
Epoch 144: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 410ms/step - loss: 0.0186 - accuracy: 0.9945 - val_loss: 1.0700 - val_accuracy: 0.8967
Epoch 145/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0216 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0197 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0286 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0247 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0226 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0203 - accuracy: 0.9945
Epoch 145: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 410ms/step - loss: 0.0203 - accuracy: 0.9945 - val_loss: 1.1675 - val_accuracy: 0.8967
Epoch 146/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0484 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0306 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0238 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0205 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0213 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0192 - accuracy: 0.9959
Epoch 146: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0192 - accuracy: 0.9959 - val_loss: 0.8755 - val_accuracy: 0.9130
Epoch 147/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0039 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0147 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0151 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0175 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0170 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0163 - accuracy: 0.9959
Epoch 147: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0163 - accuracy: 0.9959 - val_loss: 0.9224 - val_accuracy: 0.9130
Epoch 148/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0026 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0072 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0077 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0105 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0106 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0097 - accuracy: 0.9986
Epoch 148: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0097 - accuracy: 0.9986 - val_loss: 0.9629 - val_accuracy: 0.9022
Epoch 149/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0153 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0095 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0083 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0085 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0082 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0076 - accuracy: 0.9986
Epoch 149: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0076 - accuracy: 0.9986 - val_loss: 0.9999 - val_accuracy: 0.9022
Epoch 150/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0020 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0078 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0065 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0073 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0065 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0074 - accuracy: 0.9986
Epoch 150: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0074 - accuracy: 0.9986 - val_loss: 1.0008 - val_accuracy: 0.8967
Epoch 151/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0135 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0152 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0134 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0116 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0095 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0089 - accuracy: 0.9973
Epoch 151: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0089 - accuracy: 0.9973 - val_loss: 0.9906 - val_accuracy: 0.9022
Epoch 152/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0144 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0443 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0304 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0348 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0296 - accuracy: 0.9891
6/6 [==============================] - ETA: 0s - loss: 0.0260 - accuracy: 0.9905
Epoch 152: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0260 - accuracy: 0.9905 - val_loss: 1.0010 - val_accuracy: 0.9130
Epoch 153/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0050 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0140 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0110 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0091 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0147 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0143 - accuracy: 0.9973
Epoch 153: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0143 - accuracy: 0.9973 - val_loss: 0.9208 - val_accuracy: 0.9076
Epoch 154/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0311 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0213 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0165 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0126 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0116 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0142 - accuracy: 0.9945
Epoch 154: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0142 - accuracy: 0.9945 - val_loss: 0.9695 - val_accuracy: 0.8913
Epoch 155/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0121 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0123 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0171 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0149 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0138 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0134 - accuracy: 0.9986
Epoch 155: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0134 - accuracy: 0.9986 - val_loss: 0.9674 - val_accuracy: 0.9076
Epoch 156/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0132 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0135 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0137 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0144 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0141 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0179 - accuracy: 0.9932
Epoch 156: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0179 - accuracy: 0.9932 - val_loss: 1.0891 - val_accuracy: 0.9022
Epoch 157/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0016 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0128 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0109 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0185 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0231 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0222 - accuracy: 0.9918
Epoch 157: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0222 - accuracy: 0.9918 - val_loss: 0.9029 - val_accuracy: 0.9076
Epoch 158/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0088 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0217 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0318 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0302 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0252 - accuracy: 0.9891
6/6 [==============================] - ETA: 0s - loss: 0.0226 - accuracy: 0.9905
Epoch 158: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0226 - accuracy: 0.9905 - val_loss: 1.0700 - val_accuracy: 0.9076
Epoch 159/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0328 - accuracy: 0.9766
2/6 [=========>....................] - ETA: 1s - loss: 0.0238 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0318 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0295 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0245 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0226 - accuracy: 0.9891
Epoch 159: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0226 - accuracy: 0.9891 - val_loss: 1.0548 - val_accuracy: 0.9076
Epoch 160/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0391 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0289 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0409 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0413 - accuracy: 0.9824
5/6 [========================>.....] - ETA: 0s - loss: 0.0339 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0312 - accuracy: 0.9877
Epoch 160: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0312 - accuracy: 0.9877 - val_loss: 1.1398 - val_accuracy: 0.8967
Epoch 161/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0638 - accuracy: 0.9609
2/6 [=========>....................] - ETA: 1s - loss: 0.0514 - accuracy: 0.9727
3/6 [==============>...............] - ETA: 1s - loss: 0.0505 - accuracy: 0.9766
4/6 [===================>..........] - ETA: 0s - loss: 0.0562 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0632 - accuracy: 0.9766
6/6 [==============================] - ETA: 0s - loss: 0.0599 - accuracy: 0.9768
Epoch 161: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0599 - accuracy: 0.9768 - val_loss: 1.0049 - val_accuracy: 0.8859
Epoch 162/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0658 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0405 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0428 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0462 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0539 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0668 - accuracy: 0.9850
Epoch 162: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0668 - accuracy: 0.9850 - val_loss: 1.0405 - val_accuracy: 0.8913
Epoch 163/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0708 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0444 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0378 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0358 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0339 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0335 - accuracy: 0.9891
Epoch 163: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0335 - accuracy: 0.9891 - val_loss: 0.9213 - val_accuracy: 0.9185
Epoch 164/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0270 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0221 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0264 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0287 - accuracy: 0.9922
5/6 [========================>.....] - ETA: 0s - loss: 0.0280 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0248 - accuracy: 0.9932
Epoch 164: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0248 - accuracy: 0.9932 - val_loss: 0.8949 - val_accuracy: 0.9130
Epoch 165/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0039 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0071 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0168 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0136 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0181 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0163 - accuracy: 0.9959
Epoch 165: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0163 - accuracy: 0.9959 - val_loss: 0.9958 - val_accuracy: 0.9076
Epoch 166/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0353 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0248 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0174 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0168 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0176 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0159 - accuracy: 0.9959
Epoch 166: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 410ms/step - loss: 0.0159 - accuracy: 0.9959 - val_loss: 0.8920 - val_accuracy: 0.9022
Epoch 167/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0121 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0155 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0138 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0112 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0116 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0118 - accuracy: 0.9973
Epoch 167: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 410ms/step - loss: 0.0118 - accuracy: 0.9973 - val_loss: 0.8426 - val_accuracy: 0.9076
Epoch 168/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0114 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0078 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0081 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0113 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0168 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0157 - accuracy: 0.9973
Epoch 168: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0157 - accuracy: 0.9973 - val_loss: 0.9184 - val_accuracy: 0.9076
Epoch 169/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0221 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0129 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0126 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0109 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0099 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0096 - accuracy: 0.9973
Epoch 169: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0096 - accuracy: 0.9973 - val_loss: 0.9267 - val_accuracy: 0.9076
Epoch 170/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0034 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0112 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0096 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0088 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0076 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0075 - accuracy: 0.9986
Epoch 170: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0075 - accuracy: 0.9986 - val_loss: 0.8933 - val_accuracy: 0.9022
Epoch 171/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0233 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0151 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0153 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0122 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0104 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0102 - accuracy: 0.9973
Epoch 171: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0102 - accuracy: 0.9973 - val_loss: 0.8884 - val_accuracy: 0.8967
Epoch 172/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0030 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0044 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0058 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0176 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0150 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0144 - accuracy: 0.9986
Epoch 172: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0144 - accuracy: 0.9986 - val_loss: 0.9714 - val_accuracy: 0.9022
Epoch 173/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0158 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0483 - accuracy: 0.9805
3/6 [==============>...............] - ETA: 1s - loss: 0.0372 - accuracy: 0.9844
4/6 [===================>..........] - ETA: 0s - loss: 0.0355 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0302 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0284 - accuracy: 0.9877
Epoch 173: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 410ms/step - loss: 0.0284 - accuracy: 0.9877 - val_loss: 1.0752 - val_accuracy: 0.8913
Epoch 174/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0123 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0085 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0201 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0204 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0166 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0153 - accuracy: 0.9932
Epoch 174: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 409ms/step - loss: 0.0153 - accuracy: 0.9932 - val_loss: 1.0965 - val_accuracy: 0.8967
Epoch 175/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0032 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0095 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0142 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0110 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0108 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0116 - accuracy: 0.9959
Epoch 175: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0116 - accuracy: 0.9959 - val_loss: 1.0987 - val_accuracy: 0.9185
Epoch 176/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0055 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0075 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0061 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0053 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0060 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0060 - accuracy: 1.0000
Epoch 176: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0060 - accuracy: 1.0000 - val_loss: 1.1353 - val_accuracy: 0.9076
Epoch 177/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0032 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0270 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0197 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0159 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0244 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0237 - accuracy: 0.9905
Epoch 177: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0237 - accuracy: 0.9905 - val_loss: 0.8988 - val_accuracy: 0.9076
Epoch 178/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0747 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0757 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0646 - accuracy: 0.9818
4/6 [===================>..........] - ETA: 0s - loss: 0.0694 - accuracy: 0.9746
5/6 [========================>.....] - ETA: 0s - loss: 0.0632 - accuracy: 0.9766
6/6 [==============================] - ETA: 0s - loss: 0.0561 - accuracy: 0.9795
Epoch 178: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0561 - accuracy: 0.9795 - val_loss: 0.9103 - val_accuracy: 0.9076
Epoch 179/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0147 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0317 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0334 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0341 - accuracy: 0.9805
5/6 [========================>.....] - ETA: 0s - loss: 0.0282 - accuracy: 0.9844
6/6 [==============================] - ETA: 0s - loss: 0.0311 - accuracy: 0.9809
Epoch 179: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0311 - accuracy: 0.9809 - val_loss: 0.9283 - val_accuracy: 0.8913
Epoch 180/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0092 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0105 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0128 - accuracy: 0.9948
4/6 [===================>..........] - ETA: 0s - loss: 0.0125 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0177 - accuracy: 0.9937
6/6 [==============================] - ETA: 0s - loss: 0.0170 - accuracy: 0.9945
Epoch 180: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0170 - accuracy: 0.9945 - val_loss: 1.0161 - val_accuracy: 0.9076
Epoch 181/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0265 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0160 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0243 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0213 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0189 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0179 - accuracy: 0.9959
Epoch 181: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0179 - accuracy: 0.9959 - val_loss: 0.8760 - val_accuracy: 0.9022
Epoch 182/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0059 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0052 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0084 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0128 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0120 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0108 - accuracy: 0.9959
Epoch 182: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0108 - accuracy: 0.9959 - val_loss: 0.8966 - val_accuracy: 0.9022
Epoch 183/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0060 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0104 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0091 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0109 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0120 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0117 - accuracy: 0.9959
Epoch 183: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0117 - accuracy: 0.9959 - val_loss: 0.9421 - val_accuracy: 0.9076
Epoch 184/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0144 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0348 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0239 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0268 - accuracy: 0.9883
5/6 [========================>.....] - ETA: 0s - loss: 0.0217 - accuracy: 0.9906
6/6 [==============================] - ETA: 0s - loss: 0.0253 - accuracy: 0.9891
Epoch 184: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0253 - accuracy: 0.9891 - val_loss: 1.1595 - val_accuracy: 0.8913
Epoch 185/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0299 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0283 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0277 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0592 - accuracy: 0.9863
5/6 [========================>.....] - ETA: 0s - loss: 0.0498 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0450 - accuracy: 0.9891
Epoch 185: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0450 - accuracy: 0.9891 - val_loss: 0.8954 - val_accuracy: 0.8967
Epoch 186/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0209 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0167 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0615 - accuracy: 0.9792
4/6 [===================>..........] - ETA: 0s - loss: 0.0576 - accuracy: 0.9785
5/6 [========================>.....] - ETA: 0s - loss: 0.0502 - accuracy: 0.9797
6/6 [==============================] - ETA: 0s - loss: 0.0493 - accuracy: 0.9809
Epoch 186: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0493 - accuracy: 0.9809 - val_loss: 0.9119 - val_accuracy: 0.8859
Epoch 187/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0438 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0349 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0334 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0362 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0302 - accuracy: 0.9875
6/6 [==============================] - ETA: 0s - loss: 0.0306 - accuracy: 0.9864
Epoch 187: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 411ms/step - loss: 0.0306 - accuracy: 0.9864 - val_loss: 0.8241 - val_accuracy: 0.9076
Epoch 188/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0217 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0207 - accuracy: 0.9883
3/6 [==============>...............] - ETA: 1s - loss: 0.0278 - accuracy: 0.9870
4/6 [===================>..........] - ETA: 0s - loss: 0.0291 - accuracy: 0.9844
5/6 [========================>.....] - ETA: 0s - loss: 0.0267 - accuracy: 0.9859
6/6 [==============================] - ETA: 0s - loss: 0.0282 - accuracy: 0.9864
Epoch 188: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 408ms/step - loss: 0.0282 - accuracy: 0.9864 - val_loss: 0.8661 - val_accuracy: 0.9076
Epoch 189/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0344 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0291 - accuracy: 0.9844
3/6 [==============>...............] - ETA: 1s - loss: 0.0218 - accuracy: 0.9896
4/6 [===================>..........] - ETA: 0s - loss: 0.0183 - accuracy: 0.9902
5/6 [========================>.....] - ETA: 0s - loss: 0.0169 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0155 - accuracy: 0.9932
Epoch 189: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 414ms/step - loss: 0.0155 - accuracy: 0.9932 - val_loss: 0.9649 - val_accuracy: 0.8859
Epoch 190/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0354 - accuracy: 0.9844
2/6 [=========>....................] - ETA: 1s - loss: 0.0228 - accuracy: 0.9922
3/6 [==============>...............] - ETA: 1s - loss: 0.0223 - accuracy: 0.9922
4/6 [===================>..........] - ETA: 0s - loss: 0.0191 - accuracy: 0.9941
5/6 [========================>.....] - ETA: 0s - loss: 0.0212 - accuracy: 0.9922
6/6 [==============================] - ETA: 0s - loss: 0.0191 - accuracy: 0.9932
Epoch 190: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0191 - accuracy: 0.9932 - val_loss: 0.8736 - val_accuracy: 0.9022
Epoch 191/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0043 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0082 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0092 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0085 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0132 - accuracy: 0.9953
6/6 [==============================] - ETA: 0s - loss: 0.0150 - accuracy: 0.9945
Epoch 191: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0150 - accuracy: 0.9945 - val_loss: 0.8790 - val_accuracy: 0.9076
Epoch 192/200

1/6 [====>.........................] - ETA: 2s - loss: 0.0095 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0071 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0077 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0071 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0075 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0097 - accuracy: 0.9986
Epoch 192: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0097 - accuracy: 0.9986 - val_loss: 0.9815 - val_accuracy: 0.8967
Epoch 193/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0053 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0044 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0121 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0118 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0156 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0178 - accuracy: 0.9959
Epoch 193: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 403ms/step - loss: 0.0178 - accuracy: 0.9959 - val_loss: 0.8905 - val_accuracy: 0.9130
Epoch 194/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0055 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0073 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0103 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0088 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0085 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0079 - accuracy: 1.0000
Epoch 194: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0079 - accuracy: 1.0000 - val_loss: 0.8958 - val_accuracy: 0.9239
Epoch 195/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0322 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0186 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0156 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0130 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0111 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0099 - accuracy: 0.9986
Epoch 195: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0099 - accuracy: 0.9986 - val_loss: 0.8636 - val_accuracy: 0.9076
Epoch 196/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0251 - accuracy: 0.9922
2/6 [=========>....................] - ETA: 1s - loss: 0.0169 - accuracy: 0.9961
3/6 [==============>...............] - ETA: 1s - loss: 0.0147 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0124 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0107 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0100 - accuracy: 0.9986
Epoch 196: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 407ms/step - loss: 0.0100 - accuracy: 0.9986 - val_loss: 0.8947 - val_accuracy: 0.9076
Epoch 197/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0028 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0044 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0065 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0111 - accuracy: 0.9961
5/6 [========================>.....] - ETA: 0s - loss: 0.0097 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0094 - accuracy: 0.9973
Epoch 197: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0094 - accuracy: 0.9973 - val_loss: 0.8809 - val_accuracy: 0.9185
Epoch 198/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0013 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0054 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0061 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0081 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0092 - accuracy: 0.9969
6/6 [==============================] - ETA: 0s - loss: 0.0087 - accuracy: 0.9973
Epoch 198: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 404ms/step - loss: 0.0087 - accuracy: 0.9973 - val_loss: 0.8644 - val_accuracy: 0.9185
Epoch 199/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0092 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0084 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0104 - accuracy: 0.9974
4/6 [===================>..........] - ETA: 0s - loss: 0.0092 - accuracy: 0.9980
5/6 [========================>.....] - ETA: 0s - loss: 0.0090 - accuracy: 0.9984
6/6 [==============================] - ETA: 0s - loss: 0.0081 - accuracy: 0.9986
Epoch 199: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 406ms/step - loss: 0.0081 - accuracy: 0.9986 - val_loss: 0.9096 - val_accuracy: 0.9076
Epoch 200/200

1/6 [====>.........................] - ETA: 1s - loss: 0.0059 - accuracy: 1.0000
2/6 [=========>....................] - ETA: 1s - loss: 0.0072 - accuracy: 1.0000
3/6 [==============>...............] - ETA: 1s - loss: 0.0076 - accuracy: 1.0000
4/6 [===================>..........] - ETA: 0s - loss: 0.0064 - accuracy: 1.0000
5/6 [========================>.....] - ETA: 0s - loss: 0.0059 - accuracy: 1.0000
6/6 [==============================] - ETA: 0s - loss: 0.0053 - accuracy: 1.0000
Epoch 200: val_accuracy did not improve from 0.92391

6/6 [==============================] - 2s 405ms/step - loss: 0.0053 - accuracy: 1.0000 - val_loss: 0.8910 - val_accuracy: 0.9130

1/6 [====>.........................] - ETA: 0s
3/6 [==============>...............] - ETA: 0s
6/6 [==============================] - ETA: 0s
6/6 [==============================] - 0s 37ms/step
                precision    recall  f1-score   support

Bronchiectasis       1.00      1.00      1.00         3
 Bronchiolitis       0.50      0.33      0.40         3
          COPD       0.96      0.97      0.97       159
       Healthy       0.75      0.43      0.55         7
     Pneumonia       0.71      0.71      0.71         7
          URTI       0.17      0.20      0.18         5

      accuracy                           0.91       184
     macro avg       0.68      0.61      0.63       184
  weighted avg       0.91      0.91      0.91       184

[[  3   0   0   0   0   0]
 [  0   1   0   0   0   2]
 [  0   0 155   1   1   2]
 [  0   0   3   3   0   1]
 [  0   0   2   0   5   0]
 [  0   1   2   0   1   1]]