lr val_acc 49 epoch 800-900.txt

(alfonso1) c:\CarsBrands_Inceptionv3>python lrTrainCarsBrandInception_v3CALLBACK_1_49CONTINUE.py
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\numpy\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\numpy\.libs\libopenblas.FB5AE2TYXYH2IJRDKGDGQ3XBKLKTF43H.gfortran-win_amd64.dll
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\numpy\.libs\libopenblas64__v0.3.21-gcc_10_3_0.dll
  warnings.warn("loaded more than 1 DLL from .libs:"
Found 6999 images belonging to 49 classes.
Found 1000 images belonging to 49 classes.
Epoch 801/900
10/10 [==============================] - ETA: 0s - loss: 0.2229 - acc: 0.9550
Epoch 801: val_acc improved from -inf to 0.69200, saving model to lrbest_brand_1_49.h5
C:\Users\Alfonso Blanco\.conda\envs\alfonso1\lib\site-packages\keras\src\engine\training.py:3000: UserWarning: You are saving your model as an HDF5 file via `model.save()`. This file format is considered legacy. We recommend using instead the native Keras format, e.g. `model.save('my_model.keras')`.
  saving_api.save_model(
10/10 [==============================] - 88s 9s/step - loss: 0.2229 - acc: 0.9550 - val_loss: 2.3578 - val_acc: 0.6920
Epoch 802/900
10/10 [==============================] - ETA: 0s - loss: 0.1245 - acc: 0.9700
Epoch 802: val_acc improved from 0.69200 to 0.69400, saving model to lrbest_brand_1_49.h5
10/10 [==============================] - 84s 9s/step - loss: 0.1245 - acc: 0.9700 - val_loss: 2.4685 - val_acc: 0.6940
Epoch 803/900
10/10 [==============================] - ETA: 0s - loss: 0.0476 - acc: 0.9900
Epoch 803: val_acc did not improve from 0.69400
10/10 [==============================] - 88s 9s/step - loss: 0.0476 - acc: 0.9900 - val_loss: 2.3922 - val_acc: 0.6810
Epoch 804/900
10/10 [==============================] - ETA: 0s - loss: 0.0702 - acc: 0.9850
Epoch 804: val_acc did not improve from 0.69400
10/10 [==============================] - 87s 9s/step - loss: 0.0702 - acc: 0.9850 - val_loss: 2.3497 - val_acc: 0.6740
Epoch 805/900
10/10 [==============================] - ETA: 0s - loss: 0.2336 - acc: 0.9700
Epoch 805: val_acc improved from 0.69400 to 0.70400, saving model to lrbest_brand_1_49.h5
10/10 [==============================] - 105s 11s/step - loss: 0.2336 - acc: 0.9700 - val_loss: 1.9800 - val_acc: 0.7040
Epoch 806/900
10/10 [==============================] - ETA: 0s - loss: 0.1636 - acc: 0.9700
Epoch 806: val_acc did not improve from 0.70400
10/10 [==============================] - 94s 10s/step - loss: 0.1636 - acc: 0.9700 - val_loss: 2.7439 - val_acc: 0.6740
Epoch 807/900
10/10 [==============================] - ETA: 0s - loss: 0.1219 - acc: 0.9750
Epoch 807: val_acc did not improve from 0.70400
10/10 [==============================] - 94s 10s/step - loss: 0.1219 - acc: 0.9750 - val_loss: 2.2127 - val_acc: 0.6900
Epoch 808/900
10/10 [==============================] - ETA: 0s - loss: 0.1719 - acc: 0.9600
Epoch 808: val_acc did not improve from 0.70400
10/10 [==============================] - 95s 10s/step - loss: 0.1719 - acc: 0.9600 - val_loss: 2.5141 - val_acc: 0.7000
Epoch 809/900
10/10 [==============================] - ETA: 0s - loss: 0.2235 - acc: 0.9650
Epoch 809: val_acc did not improve from 0.70400
10/10 [==============================] - 87s 9s/step - loss: 0.2235 - acc: 0.9650 - val_loss: 2.7069 - val_acc: 0.6940
Epoch 810/900
10/10 [==============================] - ETA: 0s - loss: 0.0951 - acc: 0.9800
Epoch 810: val_acc did not improve from 0.70400
10/10 [==============================] - 88s 9s/step - loss: 0.0951 - acc: 0.9800 - val_loss: 2.5354 - val_acc: 0.6950
Epoch 811/900
10/10 [==============================] - ETA: 0s - loss: 0.0987 - acc: 0.9800
Epoch 811: val_acc did not improve from 0.70400
10/10 [==============================] - 94s 10s/step - loss: 0.0987 - acc: 0.9800 - val_loss: 2.8535 - val_acc: 0.6960
Epoch 812/900
10/10 [==============================] - ETA: 0s - loss: 0.1883 - acc: 0.9500
Epoch 812: val_acc did not improve from 0.70400
10/10 [==============================] - 97s 10s/step - loss: 0.1883 - acc: 0.9500 - val_loss: 3.0876 - val_acc: 0.6770
Epoch 813/900
10/10 [==============================] - ETA: 0s - loss: 0.1975 - acc: 0.9400
Epoch 813: val_acc did not improve from 0.70400
10/10 [==============================] - 94s 10s/step - loss: 0.1975 - acc: 0.9400 - val_loss: 3.1766 - val_acc: 0.6680
Epoch 814/900
10/10 [==============================] - ETA: 0s - loss: 0.0646 - acc: 0.9800
Epoch 814: val_acc did not improve from 0.70400
10/10 [==============================] - 95s 10s/step - loss: 0.0646 - acc: 0.9800 - val_loss: 2.6720 - val_acc: 0.6880
Epoch 815/900
10/10 [==============================] - ETA: 0s - loss: 0.0804 - acc: 0.9700
Epoch 815: val_acc improved from 0.70400 to 0.71500, saving model to lrbest_brand_1_49.h5
10/10 [==============================] - 107s 11s/step - loss: 0.0804 - acc: 0.9700 - val_loss: 2.3677 - val_acc: 0.7150
Epoch 816/900
10/10 [==============================] - ETA: 0s - loss: 0.0564 - acc: 0.9800
Epoch 816: val_acc improved from 0.71500 to 0.72000, saving model to lrbest_brand_1_49.h5
10/10 [==============================] - 342s 37s/step - loss: 0.0564 - acc: 0.9800 - val_loss: 2.2460 - val_acc: 0.7200
Epoch 817/900
10/10 [==============================] - ETA: 0s - loss: 0.1518 - acc: 0.9650
Epoch 817: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.1518 - acc: 0.9650 - val_loss: 2.4790 - val_acc: 0.7020
Epoch 818/900
10/10 [==============================] - ETA: 0s - loss: 0.1615 - acc: 0.9650
Epoch 818: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.1615 - acc: 0.9650 - val_loss: 2.3520 - val_acc: 0.6960
Epoch 819/900
10/10 [==============================] - ETA: 0s - loss: 0.0599 - acc: 0.9750
Epoch 819: val_acc did not improve from 0.72000
10/10 [==============================] - 92s 10s/step - loss: 0.0599 - acc: 0.9750 - val_loss: 2.3032 - val_acc: 0.7030
Epoch 820/900
10/10 [==============================] - ETA: 0s - loss: 0.1345 - acc: 0.9600
Epoch 820: val_acc did not improve from 0.72000
10/10 [==============================] - 90s 9s/step - loss: 0.1345 - acc: 0.9600 - val_loss: 2.0507 - val_acc: 0.6930
Epoch 821/900
10/10 [==============================] - ETA: 0s - loss: 0.0613 - acc: 0.9850
Epoch 821: val_acc did not improve from 0.72000
10/10 [==============================] - 92s 10s/step - loss: 0.0613 - acc: 0.9850 - val_loss: 1.9277 - val_acc: 0.6900
Epoch 822/900
10/10 [==============================] - ETA: 0s - loss: 0.0587 - acc: 0.9800
Epoch 822: val_acc did not improve from 0.72000
10/10 [==============================] - 96s 10s/step - loss: 0.0587 - acc: 0.9800 - val_loss: 1.9737 - val_acc: 0.6850
Epoch 823/900
10/10 [==============================] - ETA: 0s - loss: 0.1214 - acc: 0.9700
Epoch 823: val_acc did not improve from 0.72000
10/10 [==============================] - 96s 10s/step - loss: 0.1214 - acc: 0.9700 - val_loss: 3.0378 - val_acc: 0.6740
Epoch 824/900
10/10 [==============================] - ETA: 0s - loss: 0.2767 - acc: 0.9550
Epoch 824: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.2767 - acc: 0.9550 - val_loss: 3.3765 - val_acc: 0.6550
Epoch 825/900
10/10 [==============================] - ETA: 0s - loss: 0.1463 - acc: 0.9550
Epoch 825: val_acc did not improve from 0.72000
10/10 [==============================] - 99s 10s/step - loss: 0.1463 - acc: 0.9550 - val_loss: 3.8881 - val_acc: 0.6440
Epoch 826/900
10/10 [==============================] - ETA: 0s - loss: 0.1572 - acc: 0.9600
Epoch 826: val_acc did not improve from 0.72000
10/10 [==============================] - 101s 11s/step - loss: 0.1572 - acc: 0.9600 - val_loss: 3.0920 - val_acc: 0.6590
Epoch 827/900
10/10 [==============================] - ETA: 0s - loss: 0.1743 - acc: 0.9650
Epoch 827: val_acc did not improve from 0.72000
10/10 [==============================] - 94s 10s/step - loss: 0.1743 - acc: 0.9650 - val_loss: 2.6041 - val_acc: 0.6520
Epoch 828/900
10/10 [==============================] - ETA: 0s - loss: 0.3121 - acc: 0.9500
Epoch 828: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.3121 - acc: 0.9500 - val_loss: 3.2781 - val_acc: 0.6440
Epoch 829/900
10/10 [==============================] - ETA: 0s - loss: 0.2336 - acc: 0.9500
Epoch 829: val_acc did not improve from 0.72000
10/10 [==============================] - 94s 10s/step - loss: 0.2336 - acc: 0.9500 - val_loss: 2.4599 - val_acc: 0.6560
Epoch 830/900
10/10 [==============================] - ETA: 0s - loss: 0.1323 - acc: 0.9750
Epoch 830: val_acc did not improve from 0.72000
10/10 [==============================] - 96s 10s/step - loss: 0.1323 - acc: 0.9750 - val_loss: 2.1611 - val_acc: 0.6710
Epoch 831/900
10/10 [==============================] - ETA: 0s - loss: 0.0590 - acc: 0.9850
Epoch 831: val_acc did not improve from 0.72000
10/10 [==============================] - 94s 10s/step - loss: 0.0590 - acc: 0.9850 - val_loss: 1.8724 - val_acc: 0.6910
Epoch 832/900
10/10 [==============================] - ETA: 0s - loss: 0.2082 - acc: 0.9700
Epoch 832: val_acc did not improve from 0.72000
10/10 [==============================] - 94s 10s/step - loss: 0.2082 - acc: 0.9700 - val_loss: 2.0091 - val_acc: 0.7050
Epoch 833/900
10/10 [==============================] - ETA: 0s - loss: 0.1277 - acc: 0.9600
Epoch 833: val_acc did not improve from 0.72000
10/10 [==============================] - 94s 10s/step - loss: 0.1277 - acc: 0.9600 - val_loss: 1.9180 - val_acc: 0.7050
Epoch 834/900
10/10 [==============================] - ETA: 0s - loss: 0.0836 - acc: 0.9800
Epoch 834: val_acc did not improve from 0.72000
10/10 [==============================] - 89s 9s/step - loss: 0.0836 - acc: 0.9800 - val_loss: 2.1199 - val_acc: 0.6970
Epoch 835/900
10/10 [==============================] - ETA: 0s - loss: 0.1282 - acc: 0.9600
Epoch 835: val_acc did not improve from 0.72000
10/10 [==============================] - 94s 10s/step - loss: 0.1282 - acc: 0.9600 - val_loss: 2.4351 - val_acc: 0.6940
Epoch 836/900
10/10 [==============================] - ETA: 0s - loss: 0.0480 - acc: 0.9850
Epoch 836: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.0480 - acc: 0.9850 - val_loss: 2.1244 - val_acc: 0.7070
Epoch 837/900
10/10 [==============================] - ETA: 0s - loss: 0.0844 - acc: 0.9700
Epoch 837: val_acc did not improve from 0.72000
10/10 [==============================] - 98s 10s/step - loss: 0.0844 - acc: 0.9700 - val_loss: 1.8097 - val_acc: 0.7100
Epoch 838/900
10/10 [==============================] - ETA: 0s - loss: 0.0982 - acc: 0.9800
Epoch 838: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.0982 - acc: 0.9800 - val_loss: 1.8226 - val_acc: 0.7000
Epoch 839/900
10/10 [==============================] - ETA: 0s - loss: 0.1452 - acc: 0.9800
Epoch 839: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.1452 - acc: 0.9800 - val_loss: 1.9787 - val_acc: 0.7190
Epoch 840/900
10/10 [==============================] - ETA: 0s - loss: 0.1633 - acc: 0.9550
Epoch 840: val_acc did not improve from 0.72000
10/10 [==============================] - 94s 10s/step - loss: 0.1633 - acc: 0.9550 - val_loss: 2.0270 - val_acc: 0.7130
Epoch 841/900
10/10 [==============================] - ETA: 0s - loss: 0.0418 - acc: 0.9800
Epoch 841: val_acc did not improve from 0.72000
10/10 [==============================] - 98s 10s/step - loss: 0.0418 - acc: 0.9800 - val_loss: 1.9262 - val_acc: 0.7140
Epoch 842/900
10/10 [==============================] - ETA: 0s - loss: 0.1474 - acc: 0.9700
Epoch 842: val_acc did not improve from 0.72000
10/10 [==============================] - 96s 10s/step - loss: 0.1474 - acc: 0.9700 - val_loss: 2.3462 - val_acc: 0.6950
Epoch 843/900
10/10 [==============================] - ETA: 0s - loss: 0.0638 - acc: 0.9850
Epoch 843: val_acc did not improve from 0.72000
10/10 [==============================] - 97s 10s/step - loss: 0.0638 - acc: 0.9850 - val_loss: 2.1442 - val_acc: 0.7110
Epoch 844/900
10/10 [==============================] - ETA: 0s - loss: 0.0756 - acc: 0.9850
Epoch 844: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.0756 - acc: 0.9850 - val_loss: 1.9374 - val_acc: 0.7150
Epoch 845/900
10/10 [==============================] - ETA: 0s - loss: 0.1753 - acc: 0.9698
Epoch 845: val_acc did not improve from 0.72000
10/10 [==============================] - 92s 10s/step - loss: 0.1753 - acc: 0.9698 - val_loss: 2.0223 - val_acc: 0.6790
Epoch 846/900
10/10 [==============================] - ETA: 0s - loss: 0.2685 - acc: 0.9500
Epoch 846: val_acc did not improve from 0.72000
10/10 [==============================] - 93s 10s/step - loss: 0.2685 - acc: 0.9500 - val_loss: 2.3212 - val_acc: 0.6670
Epoch 847/900
10/10 [==============================] - ETA: 0s - loss: 0.1120 - acc: 0.9650
Epoch 847: val_acc did not improve from 0.72000
10/10 [==============================] - 95s 10s/step - loss: 0.1120 - acc: 0.9650 - val_loss: 1.9444 - val_acc: 0.6860
Epoch 848/900
10/10 [==============================] - ETA: 0s - loss: 0.1561 - acc: 0.9700
Epoch 848: val_acc did not improve from 0.72000
10/10 [==============================] - 447s 49s/step - loss: 0.1561 - acc: 0.9700 - val_loss: 1.7083 - val_acc: 0.7020
Epoch 849/900
10/10 [==============================] - ETA: 0s - loss: 0.2394 - acc: 0.9550
Epoch 849: val_acc did not improve from 0.72000
10/10 [==============================] - 89s 9s/step - loss: 0.2394 - acc: 0.9550 - val_loss: 1.9904 - val_acc: 0.7030
Epoch 850/900
10/10 [==============================] - ETA: 0s - loss: 0.0947 - acc: 0.9850
Epoch 850: val_acc did not improve from 0.72000
10/10 [==============================] - 84s 9s/step - loss: 0.0947 - acc: 0.9850 - val_loss: 2.0480 - val_acc: 0.7180
Epoch 851/900
10/10 [==============================] - ETA: 0s - loss: 0.0923 - acc: 0.9800
Epoch 851: val_acc improved from 0.72000 to 0.74200, saving model to lrbest_brand_1_49.h5
10/10 [==============================] - 94s 10s/step - loss: 0.0923 - acc: 0.9800 - val_loss: 1.6226 - val_acc: 0.7420
Epoch 852/900
10/10 [==============================] - ETA: 0s - loss: 0.0949 - acc: 0.9650
Epoch 852: val_acc improved from 0.74200 to 0.74500, saving model to lrbest_brand_1_49.h5
10/10 [==============================] - 1315s 146s/step - loss: 0.0949 - acc: 0.9650 - val_loss: 1.7047 - val_acc: 0.7450
Epoch 853/900
10/10 [==============================] - ETA: 0s - loss: 0.0693 - acc: 0.9800
Epoch 853: val_acc did not improve from 0.74500
10/10 [==============================] - 86s 9s/step - loss: 0.0693 - acc: 0.9800 - val_loss: 1.7053 - val_acc: 0.7400
Epoch 854/900
10/10 [==============================] - ETA: 0s - loss: 0.0299 - acc: 0.9950
Epoch 854: val_acc did not improve from 0.74500
10/10 [==============================] - 89s 9s/step - loss: 0.0299 - acc: 0.9950 - val_loss: 1.6219 - val_acc: 0.7370
Epoch 855/900
10/10 [==============================] - ETA: 0s - loss: 0.1456 - acc: 0.9650
Epoch 855: val_acc did not improve from 0.74500
10/10 [==============================] - 87s 9s/step - loss: 0.1456 - acc: 0.9650 - val_loss: 1.9800 - val_acc: 0.6990
Epoch 856/900
10/10 [==============================] - ETA: 0s - loss: 0.1535 - acc: 0.9650
Epoch 856: val_acc did not improve from 0.74500
10/10 [==============================] - 84s 9s/step - loss: 0.1535 - acc: 0.9650 - val_loss: 1.8653 - val_acc: 0.7240
Epoch 857/900
10/10 [==============================] - ETA: 0s - loss: 0.0659 - acc: 0.9800
Epoch 857: val_acc did not improve from 0.74500
10/10 [==============================] - 84s 9s/step - loss: 0.0659 - acc: 0.9800 - val_loss: 1.8506 - val_acc: 0.7080
Epoch 858/900
10/10 [==============================] - ETA: 0s - loss: 0.0214 - acc: 0.9900
Epoch 858: val_acc did not improve from 0.74500
10/10 [==============================] - 90s 9s/step - loss: 0.0214 - acc: 0.9900 - val_loss: 1.8732 - val_acc: 0.7010
Epoch 859/900
10/10 [==============================] - ETA: 0s - loss: 0.1051 - acc: 0.9800
Epoch 859: val_acc did not improve from 0.74500
10/10 [==============================] - 87s 9s/step - loss: 0.1051 - acc: 0.9800 - val_loss: 2.5801 - val_acc: 0.6890
Epoch 860/900
10/10 [==============================] - ETA: 0s - loss: 0.3583 - acc: 0.9450
Epoch 860: val_acc did not improve from 0.74500
10/10 [==============================] - 88s 9s/step - loss: 0.3583 - acc: 0.9450 - val_loss: 2.6811 - val_acc: 0.6810
Epoch 861/900
10/10 [==============================] - ETA: 0s - loss: 0.1467 - acc: 0.9650
Epoch 861: val_acc did not improve from 0.74500
10/10 [==============================] - 88s 9s/step - loss: 0.1467 - acc: 0.9650 - val_loss: 2.7021 - val_acc: 0.6970
Epoch 862/900
10/10 [==============================] - ETA: 0s - loss: 0.2163 - acc: 0.9800
Epoch 862: val_acc did not improve from 0.74500
10/10 [==============================] - 91s 10s/step - loss: 0.2163 - acc: 0.9800 - val_loss: 3.9987 - val_acc: 0.6430
Epoch 863/900
10/10 [==============================] - ETA: 0s - loss: 0.0971 - acc: 0.9700
Epoch 863: val_acc did not improve from 0.74500
10/10 [==============================] - 93s 10s/step - loss: 0.0971 - acc: 0.9700 - val_loss: 3.8097 - val_acc: 0.6620
Epoch 864/900
10/10 [==============================] - ETA: 0s - loss: 0.0749 - acc: 0.9800
Epoch 864: val_acc did not improve from 0.74500
10/10 [==============================] - 95s 10s/step - loss: 0.0749 - acc: 0.9800 - val_loss: 2.5030 - val_acc: 0.7100
Epoch 865/900
10/10 [==============================] - ETA: 0s - loss: 0.1277 - acc: 0.9800
Epoch 865: val_acc did not improve from 0.74500
10/10 [==============================] - 152s 16s/step - loss: 0.1277 - acc: 0.9800 - val_loss: 2.5285 - val_acc: 0.7090
Epoch 866/900
10/10 [==============================] - ETA: 0s - loss: 0.1387 - acc: 0.9800
Epoch 866: val_acc did not improve from 0.74500
10/10 [==============================] - 99s 10s/step - loss: 0.1387 - acc: 0.9800 - val_loss: 2.5771 - val_acc: 0.6990
Epoch 867/900
10/10 [==============================] - ETA: 0s - loss: 0.1701 - acc: 0.9650
Epoch 867: val_acc did not improve from 0.74500
10/10 [==============================] - 95s 10s/step - loss: 0.1701 - acc: 0.9650 - val_loss: 2.5573 - val_acc: 0.6920
Epoch 868/900
10/10 [==============================] - ETA: 0s - loss: 0.1223 - acc: 0.9700
Epoch 868: val_acc did not improve from 0.74500
10/10 [==============================] - 98s 10s/step - loss: 0.1223 - acc: 0.9700 - val_loss: 2.2864 - val_acc: 0.7060
Epoch 869/900
10/10 [==============================] - ETA: 0s - loss: 0.1436 - acc: 0.9548
Epoch 869: val_acc did not improve from 0.74500
10/10 [==============================] - 94s 10s/step - loss: 0.1436 - acc: 0.9548 - val_loss: 2.0477 - val_acc: 0.7110
Epoch 870/900
10/10 [==============================] - ETA: 0s - loss: 0.0806 - acc: 0.9750
Epoch 870: val_acc did not improve from 0.74500
10/10 [==============================] - 96s 10s/step - loss: 0.0806 - acc: 0.9750 - val_loss: 2.2687 - val_acc: 0.7020
Epoch 871/900
10/10 [==============================] - ETA: 0s - loss: 0.0722 - acc: 0.9800
Epoch 871: val_acc did not improve from 0.74500
10/10 [==============================] - 101s 11s/step - loss: 0.0722 - acc: 0.9800 - val_loss: 1.8828 - val_acc: 0.7240
Epoch 872/900
10/10 [==============================] - ETA: 0s - loss: 0.1015 - acc: 0.9800
Epoch 872: val_acc did not improve from 0.74500
10/10 [==============================] - 95s 10s/step - loss: 0.1015 - acc: 0.9800 - val_loss: 1.9429 - val_acc: 0.7020
Epoch 873/900
10/10 [==============================] - ETA: 0s - loss: 0.2502 - acc: 0.9550
Epoch 873: val_acc did not improve from 0.74500
10/10 [==============================] - 95s 10s/step - loss: 0.2502 - acc: 0.9550 - val_loss: 2.0423 - val_acc: 0.7100
Epoch 874/900
10/10 [==============================] - ETA: 0s - loss: 0.0880 - acc: 0.9750
Epoch 874: val_acc did not improve from 0.74500
10/10 [==============================] - 94s 10s/step - loss: 0.0880 - acc: 0.9750 - val_loss: 1.7831 - val_acc: 0.7280
Epoch 875/900
10/10 [==============================] - ETA: 0s - loss: 0.0605 - acc: 0.9800
Epoch 875: val_acc did not improve from 0.74500
10/10 [==============================] - 92s 10s/step - loss: 0.0605 - acc: 0.9800 - val_loss: 1.6783 - val_acc: 0.7390
Epoch 876/900
10/10 [==============================] - ETA: 0s - loss: 0.1119 - acc: 0.9750
Epoch 876: val_acc did not improve from 0.74500
10/10 [==============================] - 95s 10s/step - loss: 0.1119 - acc: 0.9750 - val_loss: 1.7231 - val_acc: 0.7320
Epoch 877/900
10/10 [==============================] - ETA: 0s - loss: 0.0136 - acc: 0.9950
Epoch 877: val_acc did not improve from 0.74500
10/10 [==============================] - 96s 10s/step - loss: 0.0136 - acc: 0.9950 - val_loss: 1.7213 - val_acc: 0.7350
Epoch 878/900
10/10 [==============================] - ETA: 0s - loss: 0.0442 - acc: 0.9900
Epoch 878: val_acc did not improve from 0.74500
10/10 [==============================] - 95s 10s/step - loss: 0.0442 - acc: 0.9900 - val_loss: 1.9065 - val_acc: 0.7250
Epoch 879/900
10/10 [==============================] - ETA: 0s - loss: 0.0399 - acc: 0.9900
Epoch 879: val_acc did not improve from 0.74500
10/10 [==============================] - 82s 9s/step - loss: 0.0399 - acc: 0.9900 - val_loss: 1.7287 - val_acc: 0.7260
Epoch 880/900
10/10 [==============================] - ETA: 0s - loss: 0.0788 - acc: 0.9800
Epoch 880: val_acc did not improve from 0.74500
10/10 [==============================] - 82s 9s/step - loss: 0.0788 - acc: 0.9800 - val_loss: 2.3758 - val_acc: 0.6870
Epoch 881/900
10/10 [==============================] - ETA: 0s - loss: 0.1772 - acc: 0.9750
Epoch 881: val_acc did not improve from 0.74500
10/10 [==============================] - 82s 9s/step - loss: 0.1772 - acc: 0.9750 - val_loss: 2.4928 - val_acc: 0.7120
Epoch 882/900
10/10 [==============================] - ETA: 0s - loss: 0.0949 - acc: 0.9800
Epoch 882: val_acc did not improve from 0.74500
10/10 [==============================] - 786s 87s/step - loss: 0.0949 - acc: 0.9800 - val_loss: 2.3051 - val_acc: 0.7000
Epoch 883/900
10/10 [==============================] - ETA: 0s - loss: 0.1100 - acc: 0.9650
Epoch 883: val_acc did not improve from 0.74500
10/10 [==============================] - 78s 8s/step - loss: 0.1100 - acc: 0.9650 - val_loss: 2.1888 - val_acc: 0.7130
Epoch 884/900
10/10 [==============================] - ETA: 0s - loss: 0.2453 - acc: 0.9799
Epoch 884: val_acc did not improve from 0.74500
10/10 [==============================] - 75s 8s/step - loss: 0.2453 - acc: 0.9799 - val_loss: 2.0951 - val_acc: 0.7140
Epoch 885/900
10/10 [==============================] - ETA: 0s - loss: 0.2945 - acc: 0.9750
Epoch 885: val_acc did not improve from 0.74500
10/10 [==============================] - 75s 8s/step - loss: 0.2945 - acc: 0.9750 - val_loss: 2.3629 - val_acc: 0.7040
Epoch 886/900
10/10 [==============================] - ETA: 0s - loss: 0.0467 - acc: 0.9850
Epoch 886: val_acc did not improve from 0.74500
10/10 [==============================] - 76s 8s/step - loss: 0.0467 - acc: 0.9850 - val_loss: 2.2268 - val_acc: 0.7140
Epoch 887/900
10/10 [==============================] - ETA: 0s - loss: 0.1784 - acc: 0.9700
Epoch 887: val_acc did not improve from 0.74500
10/10 [==============================] - 78s 8s/step - loss: 0.1784 - acc: 0.9700 - val_loss: 2.0799 - val_acc: 0.7020
Epoch 888/900
10/10 [==============================] - ETA: 0s - loss: 0.0759 - acc: 0.9700
Epoch 888: val_acc did not improve from 0.74500
10/10 [==============================] - 177s 19s/step - loss: 0.0759 - acc: 0.9700 - val_loss: 1.9450 - val_acc: 0.7200
Epoch 889/900
10/10 [==============================] - ETA: 0s - loss: 0.1360 - acc: 0.9700
Epoch 889: val_acc did not improve from 0.74500
10/10 [==============================] - 90s 10s/step - loss: 0.1360 - acc: 0.9700 - val_loss: 1.8495 - val_acc: 0.7150
Epoch 890/900
10/10 [==============================] - ETA: 0s - loss: 0.0953 - acc: 0.9698
Epoch 890: val_acc did not improve from 0.74500
10/10 [==============================] - 87s 9s/step - loss: 0.0953 - acc: 0.9698 - val_loss: 2.0171 - val_acc: 0.7190
Epoch 891/900
10/10 [==============================] - ETA: 0s - loss: 0.1972 - acc: 0.9600
Epoch 891: val_acc did not improve from 0.74500
10/10 [==============================] - 80s 8s/step - loss: 0.1972 - acc: 0.9600 - val_loss: 2.0584 - val_acc: 0.7050
Epoch 892/900
10/10 [==============================] - ETA: 0s - loss: 0.1276 - acc: 0.9700
Epoch 892: val_acc did not improve from 0.74500
10/10 [==============================] - 81s 9s/step - loss: 0.1276 - acc: 0.9700 - val_loss: 1.8146 - val_acc: 0.7380
Epoch 893/900
10/10 [==============================] - ETA: 0s - loss: 0.1233 - acc: 0.9750
Epoch 893: val_acc did not improve from 0.74500
10/10 [==============================] - 83s 9s/step - loss: 0.1233 - acc: 0.9750 - val_loss: 2.2162 - val_acc: 0.7200
Epoch 894/900
10/10 [==============================] - ETA: 0s - loss: 0.0526 - acc: 0.9750
Epoch 894: val_acc did not improve from 0.74500
10/10 [==============================] - 764s 84s/step - loss: 0.0526 - acc: 0.9750 - val_loss: 2.1579 - val_acc: 0.7220
Epoch 895/900
10/10 [==============================] - ETA: 0s - loss: 0.0781 - acc: 0.9700
Epoch 895: val_acc did not improve from 0.74500
10/10 [==============================] - 91s 10s/step - loss: 0.0781 - acc: 0.9700 - val_loss: 2.1839 - val_acc: 0.7280
Epoch 896/900
10/10 [==============================] - ETA: 0s - loss: 0.1541 - acc: 0.9800
Epoch 896: val_acc did not improve from 0.74500
10/10 [==============================] - 95s 10s/step - loss: 0.1541 - acc: 0.9800 - val_loss: 2.2485 - val_acc: 0.7140
Epoch 897/900
10/10 [==============================] - ETA: 0s - loss: 0.1317 - acc: 0.9650
Epoch 897: val_acc did not improve from 0.74500
10/10 [==============================] - 92s 10s/step - loss: 0.1317 - acc: 0.9650 - val_loss: 2.2170 - val_acc: 0.7170
Epoch 898/900
10/10 [==============================] - ETA: 0s - loss: 0.1174 - acc: 0.9600
Epoch 898: val_acc did not improve from 0.74500
10/10 [==============================] - 94s 10s/step - loss: 0.1174 - acc: 0.9600 - val_loss: 2.5838 - val_acc: 0.6920
Epoch 899/900
10/10 [==============================] - ETA: 0s - loss: 0.0316 - acc: 0.9900
Epoch 899: val_acc did not improve from 0.74500
10/10 [==============================] - 87s 9s/step - loss: 0.0316 - acc: 0.9900 - val_loss: 2.1390 - val_acc: 0.7080
Epoch 900/900
10/10 [==============================] - ETA: 0s - loss: 0.1985 - acc: 0.9750
Epoch 900: val_acc did not improve from 0.74500
10/10 [==============================] - 89s 9s/step - loss: 0.1985 - acc: 0.9750 - val_loss: 2.0407 - val_acc: 0.7180

(alfonso1) c:\CarsBrands_Inceptionv3>