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easyocr/trainer/saved_models/4digit/log_train.txt

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[5/3000] Train loss: 6.15357, Valid loss: 6.34551, Elapsed_time: 2.95216
Current_accuracy : 0.000, Current_norm_ED : 0.0175
Best_accuracy : 0.000, Best_norm_ED : 0.0175
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8902 | 9 | 0.0000 False
9970 | | 0.0000 False
--------------------------------------------------------------------------------
[10/3000] Train loss: 3.34047, Valid loss: 3.03158, Elapsed_time: 5.17482
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0175
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8030 | | 0.1430 False
5334 | | 0.1017 False
--------------------------------------------------------------------------------
[15/3000] Train loss: 3.26479, Valid loss: 3.18853, Elapsed_time: 6.36603
Current_accuracy : 0.000, Current_norm_ED : 0.0013
Best_accuracy : 0.000, Best_norm_ED : 0.0175
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3389 | | 0.0001 False
8939 | | 0.0001 False
--------------------------------------------------------------------------------
[20/3000] Train loss: 3.23361, Valid loss: 3.39625, Elapsed_time: 7.56896
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0175
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9922 | | 0.1028 False
6391 | | 0.1172 False
--------------------------------------------------------------------------------
[25/3000] Train loss: 2.94147, Valid loss: 2.93139, Elapsed_time: 8.70730
Current_accuracy : 0.000, Current_norm_ED : 0.1437
Best_accuracy : 0.000, Best_norm_ED : 0.1437
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6825 | 87 | 0.0000 False
5827 | 847 | 0.0000 False
--------------------------------------------------------------------------------
[30/3000] Train loss: 2.72880, Valid loss: 2.55377, Elapsed_time: 10.23276
Current_accuracy : 0.000, Current_norm_ED : 0.1525
Best_accuracy : 0.000, Best_norm_ED : 0.1525
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2981 | 03 | 0.0004 False
5904 | 98 | 0.0006 False
--------------------------------------------------------------------------------
[35/3000] Train loss: 2.54151, Valid loss: 2.79385, Elapsed_time: 12.38323
Current_accuracy : 0.000, Current_norm_ED : 0.1512
Best_accuracy : 0.000, Best_norm_ED : 0.1525
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2917 | 88 | 0.0001 False
6373 | 96 | 0.0004 False
--------------------------------------------------------------------------------
[40/3000] Train loss: 2.57235, Valid loss: 2.61277, Elapsed_time: 13.64581
Current_accuracy : 0.000, Current_norm_ED : 0.1487
Best_accuracy : 0.000, Best_norm_ED : 0.1525
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0311 | 81 | 0.0017 False
2078 | 79 | 0.0040 False
--------------------------------------------------------------------------------
[45/3000] Train loss: 2.69158, Valid loss: 2.52850, Elapsed_time: 14.85014
Current_accuracy : 0.000, Current_norm_ED : 0.1625
Best_accuracy : 0.000, Best_norm_ED : 0.1625
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2117 | 23 | 0.0010 False
0998 | 8683 | 0.0005 False
--------------------------------------------------------------------------------
[50/3000] Train loss: 2.53711, Valid loss: 2.78197, Elapsed_time: 16.41474
Current_accuracy : 0.000, Current_norm_ED : 0.1850
Best_accuracy : 0.000, Best_norm_ED : 0.1850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0998 | 680 | 0.0003 False
2140 | 670 | 0.0002 False
--------------------------------------------------------------------------------
[55/3000] Train loss: 2.71310, Valid loss: 2.56376, Elapsed_time: 17.93715
Current_accuracy : 0.000, Current_norm_ED : 0.1825
Best_accuracy : 0.000, Best_norm_ED : 0.1850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5187 | 612 | 0.0009 False
9490 | 12 | 0.0010 False
--------------------------------------------------------------------------------
[60/3000] Train loss: 2.56938, Valid loss: 2.49067, Elapsed_time: 19.23602
Current_accuracy : 0.000, Current_norm_ED : 0.1938
Best_accuracy : 0.000, Best_norm_ED : 0.1938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3305 | 69 | 0.0023 False
2605 | 249 | 0.0010 False
--------------------------------------------------------------------------------
[65/3000] Train loss: 2.43882, Valid loss: 2.42865, Elapsed_time: 21.22233
Current_accuracy : 0.000, Current_norm_ED : 0.1900
Best_accuracy : 0.000, Best_norm_ED : 0.1938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6323 | 872 | 0.0010 False
5634 | 88 | 0.0030 False
--------------------------------------------------------------------------------
[70/3000] Train loss: 2.27009, Valid loss: 2.47390, Elapsed_time: 22.55902
Current_accuracy : 0.000, Current_norm_ED : 0.2025
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0786 | 96 | 0.0026 False
0439 | 96 | 0.0040 False
--------------------------------------------------------------------------------
[75/3000] Train loss: 2.23733, Valid loss: 2.91662, Elapsed_time: 24.11343
Current_accuracy : 0.000, Current_norm_ED : 0.1600
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7654 | 19 | 0.0082 False
4977 | 92 | 0.0185 False
--------------------------------------------------------------------------------
[80/3000] Train loss: 2.25114, Valid loss: 2.09856, Elapsed_time: 25.32910
Current_accuracy : 0.500, Current_norm_ED : 0.3000
Best_accuracy : 0.500, Best_norm_ED : 0.3000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0083 | 5450 | 0.0024 False
9300 | 0450 | 0.0020 False
--------------------------------------------------------------------------------
[85/3000] Train loss: 2.05935, Valid loss: 2.08270, Elapsed_time: 27.19194
Current_accuracy : 0.500, Current_norm_ED : 0.2750
Best_accuracy : 0.500, Best_norm_ED : 0.3000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8641 | 81 | 0.0287 False
9005 | 883 | 0.0034 False
--------------------------------------------------------------------------------
[90/3000] Train loss: 1.99991, Valid loss: 1.93836, Elapsed_time: 28.48985
Current_accuracy : 0.000, Current_norm_ED : 0.3100
Best_accuracy : 0.500, Best_norm_ED : 0.3100
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2117 | 217 | 0.0247 False
0311 | 321 | 0.0068 False
--------------------------------------------------------------------------------
[95/3000] Train loss: 1.95297, Valid loss: 1.96147, Elapsed_time: 30.03802
Current_accuracy : 0.500, Current_norm_ED : 0.3463
Best_accuracy : 0.500, Best_norm_ED : 0.3463
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7933 | 787 | 0.0133 False
5183 | 211 | 0.0143 False
--------------------------------------------------------------------------------
[100/3000] Train loss: 1.75126, Valid loss: 2.28678, Elapsed_time: 32.01515
Current_accuracy : 0.000, Current_norm_ED : 0.2650
Best_accuracy : 0.500, Best_norm_ED : 0.3463
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3563 | 237 | 0.0085 False
7278 | 714 | 0.0250 False
--------------------------------------------------------------------------------
[105/3000] Train loss: 1.66075, Valid loss: 1.69766, Elapsed_time: 33.26302
Current_accuracy : 1.000, Current_norm_ED : 0.3912
Best_accuracy : 1.000, Best_norm_ED : 0.3912
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0132 | 312 | 0.0204 False
3019 | 329 | 0.0131 False
--------------------------------------------------------------------------------
[110/3000] Train loss: 1.62794, Valid loss: 1.67672, Elapsed_time: 35.10927
Current_accuracy : 0.500, Current_norm_ED : 0.3975
Best_accuracy : 1.000, Best_norm_ED : 0.3975
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5912 | 561 | 0.0115 False
7475 | 1575 | 0.0081 False
--------------------------------------------------------------------------------
[115/3000] Train loss: 1.57964, Valid loss: 1.43861, Elapsed_time: 36.69273
Current_accuracy : 1.500, Current_norm_ED : 0.4650
Best_accuracy : 1.500, Best_norm_ED : 0.4650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6391 | 6361 | 0.0397 False
9754 | 674 | 0.0699 False
--------------------------------------------------------------------------------
[120/3000] Train loss: 1.49971, Valid loss: 1.65772, Elapsed_time: 38.62244
Current_accuracy : 3.500, Current_norm_ED : 0.4250
Best_accuracy : 3.500, Best_norm_ED : 0.4650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8476 | 6116 | 0.0258 False
8030 | 652 | 0.0295 False
--------------------------------------------------------------------------------
[125/3000] Train loss: 1.40676, Valid loss: 1.52045, Elapsed_time: 40.14887
Current_accuracy : 2.000, Current_norm_ED : 0.4437
Best_accuracy : 3.500, Best_norm_ED : 0.4650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5464 | 344 | 0.0452 False
7747 | 127 | 0.0392 False
--------------------------------------------------------------------------------
[130/3000] Train loss: 1.54655, Valid loss: 1.79015, Elapsed_time: 41.71537
Current_accuracy : 0.000, Current_norm_ED : 0.3713
Best_accuracy : 3.500, Best_norm_ED : 0.4650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3279 | 4218 | 0.0253 False
3031 | 281 | 0.0481 False
--------------------------------------------------------------------------------
[135/3000] Train loss: 1.30307, Valid loss: 1.38107, Elapsed_time: 43.03498
Current_accuracy : 2.500, Current_norm_ED : 0.4913
Best_accuracy : 3.500, Best_norm_ED : 0.4913
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8858 | 88 | 0.0277 False
2521 | 21 | 0.0553 False
--------------------------------------------------------------------------------
[140/3000] Train loss: 1.21187, Valid loss: 1.04129, Elapsed_time: 44.57135
Current_accuracy : 16.000, Current_norm_ED : 0.6475
Best_accuracy : 16.000, Best_norm_ED : 0.6475
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9545 | 9545 | 0.0689 True
3031 | 3051 | 0.0419 False
--------------------------------------------------------------------------------
[145/3000] Train loss: 1.07772, Valid loss: 1.43619, Elapsed_time: 46.39222
Current_accuracy : 5.000, Current_norm_ED : 0.5225
Best_accuracy : 16.000, Best_norm_ED : 0.6475
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0261 | 0281 | 0.0511 False
1040 | 7040 | 0.1996 False
--------------------------------------------------------------------------------
[150/3000] Train loss: 1.22868, Valid loss: 1.10018, Elapsed_time: 47.66377
Current_accuracy : 9.500, Current_norm_ED : 0.5938
Best_accuracy : 16.000, Best_norm_ED : 0.6475
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8194 | 6154 | 0.1242 False
9011 | 601 | 0.0859 False
--------------------------------------------------------------------------------
[155/3000] Train loss: 1.28918, Valid loss: 1.28745, Elapsed_time: 48.93904
Current_accuracy : 7.000, Current_norm_ED : 0.5650
Best_accuracy : 16.000, Best_norm_ED : 0.6475
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7051 | 7051 | 0.2398 True
3854 | 3954 | 0.0916 False
--------------------------------------------------------------------------------
[160/3000] Train loss: 1.06411, Valid loss: 0.93347, Elapsed_time: 50.52619
Current_accuracy : 18.000, Current_norm_ED : 0.6950
Best_accuracy : 18.000, Best_norm_ED : 0.6950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4044 | 404 | 0.1277 False
6373 | 6213 | 0.0557 False
--------------------------------------------------------------------------------
[165/3000] Train loss: 0.88634, Valid loss: 0.83541, Elapsed_time: 52.39945
Current_accuracy : 17.000, Current_norm_ED : 0.6825
Best_accuracy : 18.000, Best_norm_ED : 0.6950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3563 | 3563 | 0.1226 True
9329 | 9319 | 0.1937 False
--------------------------------------------------------------------------------
[170/3000] Train loss: 0.87776, Valid loss: 0.85672, Elapsed_time: 53.66002
Current_accuracy : 22.500, Current_norm_ED : 0.7000
Best_accuracy : 22.500, Best_norm_ED : 0.7000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1475 | 1425 | 0.2551 False
9436 | 9436 | 0.1994 True
--------------------------------------------------------------------------------
[175/3000] Train loss: 0.90798, Valid loss: 0.73495, Elapsed_time: 55.50740
Current_accuracy : 23.500, Current_norm_ED : 0.7025
Best_accuracy : 23.500, Best_norm_ED : 0.7025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6014 | 8014 | 0.4192 False
3982 | 3962 | 0.1077 False
--------------------------------------------------------------------------------
[180/3000] Train loss: 0.82042, Valid loss: 1.21454, Elapsed_time: 57.32551
Current_accuracy : 15.500, Current_norm_ED : 0.6438
Best_accuracy : 23.500, Best_norm_ED : 0.7025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7408 | 7408 | 0.0574 True
4313 | 4313 | 0.2984 True
--------------------------------------------------------------------------------
[185/3000] Train loss: 0.76020, Valid loss: 0.64336, Elapsed_time: 58.56036
Current_accuracy : 30.500, Current_norm_ED : 0.7700
Best_accuracy : 30.500, Best_norm_ED : 0.7700
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7731 | 71 | 0.2428 False
9139 | 9139 | 0.3392 True
--------------------------------------------------------------------------------
[190/3000] Train loss: 0.69643, Valid loss: 1.12288, Elapsed_time: 60.34529
Current_accuracy : 16.500, Current_norm_ED : 0.6643
Best_accuracy : 30.500, Best_norm_ED : 0.7700
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4361 | 491 | 0.0720 False
3019 | 3019 | 0.3238 True
--------------------------------------------------------------------------------
[195/3000] Train loss: 1.01436, Valid loss: 1.06371, Elapsed_time: 61.93393
Current_accuracy : 17.000, Current_norm_ED : 0.6675
Best_accuracy : 30.500, Best_norm_ED : 0.7700
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5145 | 5145 | 0.4313 True
2878 | 2028 | 0.3517 False
--------------------------------------------------------------------------------
[200/3000] Train loss: 0.65565, Valid loss: 0.89003, Elapsed_time: 63.23362
Current_accuracy : 30.500, Current_norm_ED : 0.7705
Best_accuracy : 30.500, Best_norm_ED : 0.7705
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0146 | 0146 | 0.3652 True
6747 | 6747 | 0.4640 True
--------------------------------------------------------------------------------
[205/3000] Train loss: 0.66711, Valid loss: 0.56922, Elapsed_time: 64.83052
Current_accuracy : 31.500, Current_norm_ED : 0.7762
Best_accuracy : 31.500, Best_norm_ED : 0.7762
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2345 | 2345 | 0.5867 True
2878 | 2676 | 0.3171 False
--------------------------------------------------------------------------------
[210/3000] Train loss: 0.46822, Valid loss: 0.58148, Elapsed_time: 66.64859
Current_accuracy : 39.000, Current_norm_ED : 0.8133
Best_accuracy : 39.000, Best_norm_ED : 0.8133
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9754 | 9754 | 0.5418 True
7595 | 7595 | 0.3941 True
--------------------------------------------------------------------------------
[215/3000] Train loss: 0.37621, Valid loss: 0.42992, Elapsed_time: 68.49867
Current_accuracy : 56.500, Current_norm_ED : 0.8650
Best_accuracy : 56.500, Best_norm_ED : 0.8650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8858 | 895 | 0.1383 False
1870 | 1870 | 0.2816 True
--------------------------------------------------------------------------------
[220/3000] Train loss: 0.43376, Valid loss: 0.51809, Elapsed_time: 70.31616
Current_accuracy : 41.000, Current_norm_ED : 0.8180
Best_accuracy : 56.500, Best_norm_ED : 0.8650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2492 | 2492 | 0.5586 True
0261 | 0281 | 0.4850 False
--------------------------------------------------------------------------------
[225/3000] Train loss: 0.36625, Valid loss: 0.40989, Elapsed_time: 71.86604
Current_accuracy : 49.000, Current_norm_ED : 0.8478
Best_accuracy : 56.500, Best_norm_ED : 0.8650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2070 | 2070 | 0.5777 True
8115 | 8115 | 0.6340 True
--------------------------------------------------------------------------------
[230/3000] Train loss: 0.32351, Valid loss: 0.40454, Elapsed_time: 73.20268
Current_accuracy : 43.500, Current_norm_ED : 0.8237
Best_accuracy : 56.500, Best_norm_ED : 0.8650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1082 | 1082 | 0.4199 True
4695 | 4895 | 0.4807 False
--------------------------------------------------------------------------------
[235/3000] Train loss: 0.27369, Valid loss: 0.24508, Elapsed_time: 74.50239
Current_accuracy : 71.000, Current_norm_ED : 0.9250
Best_accuracy : 71.000, Best_norm_ED : 0.9250
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6805 | 6805 | 0.0969 True
2078 | 2079 | 0.6110 False
--------------------------------------------------------------------------------
[240/3000] Train loss: 0.17516, Valid loss: 0.37696, Elapsed_time: 76.36792
Current_accuracy : 53.500, Current_norm_ED : 0.8700
Best_accuracy : 71.000, Best_norm_ED : 0.9250
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5904 | 5904 | 0.8683 True
6381 | 6361 | 0.5886 False
--------------------------------------------------------------------------------
[245/3000] Train loss: 0.20278, Valid loss: 0.16678, Elapsed_time: 77.66121
Current_accuracy : 85.000, Current_norm_ED : 0.9600
Best_accuracy : 85.000, Best_norm_ED : 0.9600
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2853 | 2853 | 0.6859 True
7595 | 7595 | 0.8668 True
--------------------------------------------------------------------------------
[250/3000] Train loss: 0.19482, Valid loss: 0.40117, Elapsed_time: 79.50642
Current_accuracy : 65.500, Current_norm_ED : 0.9080
Best_accuracy : 85.000, Best_norm_ED : 0.9600
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0187 | 0187 | 0.4941 True
5218 | 5218 | 0.7597 True
--------------------------------------------------------------------------------
[255/3000] Train loss: 0.22283, Valid loss: 0.29159, Elapsed_time: 80.78800
Current_accuracy : 63.500, Current_norm_ED : 0.9002
Best_accuracy : 85.000, Best_norm_ED : 0.9600
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0187 | 0167 | 0.5816 False
4846 | 4646 | 0.3605 False
--------------------------------------------------------------------------------
[260/3000] Train loss: 0.16510, Valid loss: 0.56420, Elapsed_time: 82.40457
Current_accuracy : 53.000, Current_norm_ED : 0.8688
Best_accuracy : 85.000, Best_norm_ED : 0.9600
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5904 | 5904 | 0.6676 True
1475 | 1476 | 0.9008 False
--------------------------------------------------------------------------------
[265/3000] Train loss: 0.57780, Valid loss: 0.28436, Elapsed_time: 83.71473
Current_accuracy : 57.500, Current_norm_ED : 0.8767
Best_accuracy : 85.000, Best_norm_ED : 0.9600
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8939 | 8939 | 0.5516 True
7595 | 7595 | 0.7677 True
--------------------------------------------------------------------------------
[270/3000] Train loss: 0.21077, Valid loss: 1.51547, Elapsed_time: 84.98917
Current_accuracy : 31.000, Current_norm_ED : 0.7200
Best_accuracy : 85.000, Best_norm_ED : 0.9600
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5145 | 5145 | 0.9330 True
2981 | 2901 | 0.7241 False
--------------------------------------------------------------------------------
[275/3000] Train loss: 0.14610, Valid loss: 0.24164, Elapsed_time: 86.26113
Current_accuracy : 72.000, Current_norm_ED : 0.9278
Best_accuracy : 85.000, Best_norm_ED : 0.9600
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6591 | 691 | 0.8416 False
4695 | 4695 | 0.7830 True
--------------------------------------------------------------------------------
[280/3000] Train loss: 0.09337, Valid loss: 0.12033, Elapsed_time: 87.50228
Current_accuracy : 87.500, Current_norm_ED : 0.9690
Best_accuracy : 87.500, Best_norm_ED : 0.9690
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6825 | 6825 | 0.7046 True
7655 | 7655 | 0.1650 True
--------------------------------------------------------------------------------
[285/3000] Train loss: 0.12058, Valid loss: 0.06194, Elapsed_time: 89.35696
Current_accuracy : 94.000, Current_norm_ED : 0.9840
Best_accuracy : 94.000, Best_norm_ED : 0.9840
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3389 | 3389 | 0.5608 True
8067 | 8067 | 0.8284 True
--------------------------------------------------------------------------------
[290/3000] Train loss: 0.10769, Valid loss: 0.04870, Elapsed_time: 91.48901
Current_accuracy : 97.000, Current_norm_ED : 0.9928
Best_accuracy : 97.000, Best_norm_ED : 0.9928
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0146 | 0146 | 0.9010 True
2016 | 2016 | 0.9290 True
--------------------------------------------------------------------------------
[295/3000] Train loss: 0.03907, Valid loss: 0.02825, Elapsed_time: 93.34486
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 99.000, Best_norm_ED : 0.9975
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5053 | 5053 | 0.9368 True
4295 | 4295 | 0.9467 True
--------------------------------------------------------------------------------
[300/3000] Train loss: 0.03147, Valid loss: 0.02561, Elapsed_time: 95.18066
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5493 | 5493 | 0.9585 True
4374 | 4374 | 0.9467 True
--------------------------------------------------------------------------------
[305/3000] Train loss: 0.11272, Valid loss: 0.17732, Elapsed_time: 97.00525
Current_accuracy : 81.000, Current_norm_ED : 0.9530
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4318 | 4318 | 0.9284 True
8005 | 8005 | 0.9118 True
--------------------------------------------------------------------------------
[310/3000] Train loss: 0.06170, Valid loss: 0.03709, Elapsed_time: 98.29532
Current_accuracy : 97.000, Current_norm_ED : 0.9928
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.8009 True
3250 | 3250 | 0.8861 True
--------------------------------------------------------------------------------
[315/3000] Train loss: 0.02777, Valid loss: 0.02195, Elapsed_time: 99.50922
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7051 | 7051 | 0.9760 True
9011 | 9011 | 0.4139 True
--------------------------------------------------------------------------------
[320/3000] Train loss: 0.01999, Valid loss: 0.01848, Elapsed_time: 101.00975
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6060 | 6060 | 0.9309 True
0998 | 0998 | 0.7994 True
--------------------------------------------------------------------------------
[325/3000] Train loss: 0.05655, Valid loss: 0.02391, Elapsed_time: 102.25712
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9725 | 9725 | 0.9794 True
8051 | 8051 | 0.9639 True
--------------------------------------------------------------------------------
[330/3000] Train loss: 0.04739, Valid loss: 0.02328, Elapsed_time: 103.52074
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8194 | 8194 | 0.9661 True
8051 | 8051 | 0.9533 True
--------------------------------------------------------------------------------
[335/3000] Train loss: 0.01528, Valid loss: 0.01414, Elapsed_time: 104.79393
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5065 | 5065 | 0.9530 True
0834 | 0834 | 0.9439 True
--------------------------------------------------------------------------------
[340/3000] Train loss: 0.01247, Valid loss: 0.01098, Elapsed_time: 106.05619
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4816 | 4816 | 0.9564 True
8303 | 8303 | 0.9621 True
--------------------------------------------------------------------------------
[345/3000] Train loss: 0.00986, Valid loss: 0.00924, Elapsed_time: 107.27082
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5720 | 5720 | 0.9529 True
4018 | 4018 | 0.9815 True
--------------------------------------------------------------------------------
[350/3000] Train loss: 0.00858, Valid loss: 0.00833, Elapsed_time: 108.51684
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6323 | 6323 | 0.9824 True
4295 | 4295 | 0.9806 True
--------------------------------------------------------------------------------
[355/3000] Train loss: 0.00794, Valid loss: 0.00704, Elapsed_time: 110.05303
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9797 | 9797 | 0.9863 True
3191 | 3191 | 0.9819 True
--------------------------------------------------------------------------------
[360/3000] Train loss: 0.00641, Valid loss: 0.00664, Elapsed_time: 111.31925
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9005 | 9005 | 0.9786 True
2016 | 2016 | 0.9754 True
--------------------------------------------------------------------------------
[365/3000] Train loss: 0.00626, Valid loss: 0.00609, Elapsed_time: 112.58390
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0146 | 0146 | 0.9849 True
3312 | 3312 | 0.6231 True
--------------------------------------------------------------------------------
[370/3000] Train loss: 0.00609, Valid loss: 0.00575, Elapsed_time: 113.86241
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1155 | 1155 | 0.3422 True
6381 | 6381 | 0.9849 True
--------------------------------------------------------------------------------
[375/3000] Train loss: 0.00567, Valid loss: 0.00526, Elapsed_time: 115.10981
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4361 | 4361 | 0.9856 True
3308 | 3308 | 0.6981 True
--------------------------------------------------------------------------------
[380/3000] Train loss: 0.00510, Valid loss: 0.00516, Elapsed_time: 116.37020
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4786 | 4786 | 0.9694 True
7654 | 7654 | 0.9792 True
--------------------------------------------------------------------------------
[385/3000] Train loss: 0.00514, Valid loss: 0.00480, Elapsed_time: 117.94512
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6381 | 6381 | 0.9876 True
1667 | 1667 | 0.9878 True
--------------------------------------------------------------------------------
[390/3000] Train loss: 0.00460, Valid loss: 0.00450, Elapsed_time: 119.28121
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5012 | 5012 | 0.9870 True
2262 | 2262 | 0.4320 True
--------------------------------------------------------------------------------
[395/3000] Train loss: 0.00396, Valid loss: 0.00403, Elapsed_time: 120.53575
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1432 | 1432 | 0.9802 True
7043 | 7043 | 0.9956 True
--------------------------------------------------------------------------------
[400/3000] Train loss: 0.00361, Valid loss: 0.00372, Elapsed_time: 121.80784
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9148 | 9148 | 0.9928 True
2140 | 2140 | 0.9920 True
--------------------------------------------------------------------------------
[405/3000] Train loss: 0.00372, Valid loss: 0.00353, Elapsed_time: 123.05842
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9300 | 9300 | 0.8505 True
6248 | 6248 | 0.9939 True
--------------------------------------------------------------------------------
[410/3000] Train loss: 0.00334, Valid loss: 0.00338, Elapsed_time: 124.32198
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9005 | 9005 | 0.9890 True
8902 | 8902 | 0.9746 True
--------------------------------------------------------------------------------
[415/3000] Train loss: 0.00322, Valid loss: 0.00300, Elapsed_time: 125.57581
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 9589 | 0.9797 True
5187 | 5187 | 0.9899 True
--------------------------------------------------------------------------------
[420/3000] Train loss: 0.00282, Valid loss: 0.00287, Elapsed_time: 127.14434
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9083 | 9083 | 0.9908 True
4816 | 4816 | 0.9858 True
--------------------------------------------------------------------------------
[425/3000] Train loss: 0.00268, Valid loss: 0.00264, Elapsed_time: 128.36527
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9918 True
7654 | 7654 | 0.9863 True
--------------------------------------------------------------------------------
[430/3000] Train loss: 0.00243, Valid loss: 0.00265, Elapsed_time: 129.58258
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2492 | 2492 | 0.9939 True
0786 | 0786 | 0.9840 True
--------------------------------------------------------------------------------
[435/3000] Train loss: 0.00225, Valid loss: 0.00229, Elapsed_time: 130.83045
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3019 | 3019 | 0.9911 True
9184 | 9184 | 0.9938 True
--------------------------------------------------------------------------------
[440/3000] Train loss: 0.00232, Valid loss: 0.00232, Elapsed_time: 132.07014
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1040 | 1040 | 0.9947 True
0187 | 0187 | 0.9937 True
--------------------------------------------------------------------------------
[445/3000] Train loss: 0.00200, Valid loss: 0.00218, Elapsed_time: 133.32409
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8521 | 8521 | 0.9922 True
3019 | 3019 | 0.9916 True
--------------------------------------------------------------------------------
[450/3000] Train loss: 0.00224, Valid loss: 0.00202, Elapsed_time: 134.90423
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5708 | 5708 | 0.9941 True
1936 | 1936 | 0.9892 True
--------------------------------------------------------------------------------
[455/3000] Train loss: 0.00174, Valid loss: 0.00192, Elapsed_time: 136.24743
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9931 True
8939 | 8939 | 0.9877 True
--------------------------------------------------------------------------------
[460/3000] Train loss: 0.00170, Valid loss: 0.00192, Elapsed_time: 137.48925
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5053 | 5053 | 0.9927 True
7654 | 7654 | 0.9900 True
--------------------------------------------------------------------------------
[465/3000] Train loss: 0.00169, Valid loss: 0.00171, Elapsed_time: 138.79272
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6275 | 6275 | 0.9958 True
3148 | 3148 | 0.9965 True
--------------------------------------------------------------------------------
[470/3000] Train loss: 0.00174, Valid loss: 0.00168, Elapsed_time: 140.04161
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1839 | 1839 | 0.9952 True
9089 | 9089 | 0.9888 True
--------------------------------------------------------------------------------
[475/3000] Train loss: 0.00143, Valid loss: 0.00163, Elapsed_time: 141.28478
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7744 | 7744 | 0.4047 True
9725 | 9725 | 0.9983 True
--------------------------------------------------------------------------------
[480/3000] Train loss: 0.00192, Valid loss: 0.00163, Elapsed_time: 142.84583
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8115 | 8115 | 0.9970 True
9807 | 9807 | 0.9914 True
--------------------------------------------------------------------------------
[485/3000] Train loss: 0.00136, Valid loss: 0.00151, Elapsed_time: 144.13031
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9970 | 9970 | 0.8637 True
2492 | 2492 | 0.9963 True
--------------------------------------------------------------------------------
[490/3000] Train loss: 0.00134, Valid loss: 0.00140, Elapsed_time: 145.39003
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2070 | 2070 | 0.9902 True
1475 | 1475 | 0.9960 True
--------------------------------------------------------------------------------
[495/3000] Train loss: 0.00133, Valid loss: 0.00133, Elapsed_time: 146.63221
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6462 | 6462 | 0.9947 True
7893 | 7893 | 0.9950 True
--------------------------------------------------------------------------------
[500/3000] Train loss: 0.00116, Valid loss: 0.00133, Elapsed_time: 147.88891
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7435 | 7435 | 0.9943 True
3982 | 3982 | 0.9963 True
--------------------------------------------------------------------------------
[505/3000] Train loss: 0.00114, Valid loss: 0.00119, Elapsed_time: 149.15902
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7157 | 7157 | 0.9942 True
9436 | 9436 | 0.9948 True
--------------------------------------------------------------------------------
[510/3000] Train loss: 0.00120, Valid loss: 0.00117, Elapsed_time: 150.39012
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4974 | 4974 | 0.9945 True
1475 | 1475 | 0.9965 True
--------------------------------------------------------------------------------
[515/3000] Train loss: 0.00189, Valid loss: 0.00124, Elapsed_time: 151.95671
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3312 | 3312 | 0.5612 True
7933 | 7933 | 0.6079 True
--------------------------------------------------------------------------------
[520/3000] Train loss: 0.00179, Valid loss: 0.00137, Elapsed_time: 153.25724
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6972 | 6972 | 0.9847 True
5504 | 5504 | 0.8598 True
--------------------------------------------------------------------------------
[525/3000] Train loss: 0.00112, Valid loss: 0.00120, Elapsed_time: 154.54565
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6462 | 6462 | 0.9958 True
6026 | 6026 | 0.9966 True
--------------------------------------------------------------------------------
[530/3000] Train loss: 0.00128, Valid loss: 0.00109, Elapsed_time: 155.82446
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9962 True
9725 | 9725 | 0.9988 True
--------------------------------------------------------------------------------
[535/3000] Train loss: 0.00100, Valid loss: 0.00104, Elapsed_time: 157.08218
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0998 | 0998 | 0.9850 True
4048 | 4048 | 0.9981 True
--------------------------------------------------------------------------------
[540/3000] Train loss: 0.00097, Valid loss: 0.00095, Elapsed_time: 158.37769
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2867 | 2867 | 0.9963 True
0839 | 0839 | 0.9955 True
--------------------------------------------------------------------------------
[545/3000] Train loss: 0.00096, Valid loss: 0.00096, Elapsed_time: 159.91478
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7051 | 7051 | 0.9974 True
6972 | 6972 | 0.9933 True
--------------------------------------------------------------------------------
[550/3000] Train loss: 0.00085, Valid loss: 0.00092, Elapsed_time: 161.27124
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1636 | 1636 | 0.9918 True
8785 | 8785 | 0.9969 True
--------------------------------------------------------------------------------
[555/3000] Train loss: 0.00086, Valid loss: 0.00088, Elapsed_time: 162.54810
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9725 | 9725 | 0.9991 True
2358 | 2358 | 0.9932 True
--------------------------------------------------------------------------------
[560/3000] Train loss: 0.00077, Valid loss: 0.00086, Elapsed_time: 163.84007
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5720 | 5720 | 0.9937 True
8939 | 8939 | 0.9948 True
--------------------------------------------------------------------------------
[565/3000] Train loss: 0.00077, Valid loss: 0.00083, Elapsed_time: 165.10346
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8641 | 8641 | 0.9943 True
4677 | 4677 | 0.5274 True
--------------------------------------------------------------------------------
[570/3000] Train loss: 0.00071, Valid loss: 0.00077, Elapsed_time: 166.32094
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6275 | 6275 | 0.9981 True
6787 | 6787 | 0.9974 True
--------------------------------------------------------------------------------
[575/3000] Train loss: 0.00095, Valid loss: 0.00088, Elapsed_time: 167.53737
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7730 | 7730 | 0.7808 True
8892 | 8892 | 0.8927 True
--------------------------------------------------------------------------------
[580/3000] Train loss: 0.00070, Valid loss: 0.00080, Elapsed_time: 169.09074
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5334 | 5334 | 0.9960 True
0786 | 0786 | 0.9946 True
--------------------------------------------------------------------------------
[585/3000] Train loss: 0.00078, Valid loss: 0.00077, Elapsed_time: 170.35095
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5013 | 5013 | 0.9972 True
6462 | 6462 | 0.9973 True
--------------------------------------------------------------------------------
[590/3000] Train loss: 0.00061, Valid loss: 0.00074, Elapsed_time: 171.62268
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8839 | 8839 | 0.9329 True
8521 | 8521 | 0.9972 True
--------------------------------------------------------------------------------
[595/3000] Train loss: 0.00065, Valid loss: 0.00070, Elapsed_time: 172.90510
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5708 | 5708 | 0.9983 True
8303 | 8303 | 0.9962 True
--------------------------------------------------------------------------------
[600/3000] Train loss: 0.00064, Valid loss: 0.00069, Elapsed_time: 174.11951
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9972 True
7595 | 7595 | 0.9972 True
--------------------------------------------------------------------------------
[605/3000] Train loss: 0.00057, Valid loss: 0.00067, Elapsed_time: 175.35653
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9977 True
8170 | 8170 | 0.9964 True
--------------------------------------------------------------------------------
[610/3000] Train loss: 0.00069, Valid loss: 0.00066, Elapsed_time: 176.90394
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6026 | 6026 | 0.9981 True
4432 | 4432 | 0.6769 True
--------------------------------------------------------------------------------
[615/3000] Train loss: 0.00059, Valid loss: 0.00064, Elapsed_time: 178.22962
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1155 | 1155 | 0.4658 True
9054 | 9054 | 0.9933 True
--------------------------------------------------------------------------------
[620/3000] Train loss: 0.00054, Valid loss: 0.00065, Elapsed_time: 179.52026
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7655 | 7655 | 0.6375 True
7022 | 7022 | 0.6682 True
--------------------------------------------------------------------------------
[625/3000] Train loss: 0.00053, Valid loss: 0.00066, Elapsed_time: 180.77700
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3326 | 3326 | 0.4894 True
7408 | 7408 | 0.9982 True
--------------------------------------------------------------------------------
[630/3000] Train loss: 0.00056, Valid loss: 0.00059, Elapsed_time: 182.02250
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9300 | 9300 | 0.6787 True
6391 | 6391 | 0.9982 True
--------------------------------------------------------------------------------
[635/3000] Train loss: 0.00053, Valid loss: 0.00059, Elapsed_time: 183.27001
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6711 | 6711 | 0.4933 True
0604 | 0604 | 0.9984 True
--------------------------------------------------------------------------------
[640/3000] Train loss: 0.00055, Valid loss: 0.00061, Elapsed_time: 184.83782
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5187 | 5187 | 0.9977 True
1772 | 1772 | 0.9915 True
--------------------------------------------------------------------------------
[645/3000] Train loss: 0.00048, Valid loss: 0.00057, Elapsed_time: 186.13621
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6730 | 6730 | 0.9950 True
9148 | 9148 | 0.9988 True
--------------------------------------------------------------------------------
[650/3000] Train loss: 0.00048, Valid loss: 0.00056, Elapsed_time: 187.40728
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0604 | 0604 | 0.9985 True
5977 | 5977 | 0.5384 True
--------------------------------------------------------------------------------
[655/3000] Train loss: 0.00048, Valid loss: 0.00052, Elapsed_time: 188.71679
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0035 | 0035 | 0.7090 True
6323 | 6323 | 0.9988 True
--------------------------------------------------------------------------------
[660/3000] Train loss: 0.00045, Valid loss: 0.00053, Elapsed_time: 190.03200
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3929 | 3929 | 0.9985 True
9005 | 9005 | 0.9983 True
--------------------------------------------------------------------------------
[665/3000] Train loss: 0.00046, Valid loss: 0.00051, Elapsed_time: 191.28949
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3326 | 3326 | 0.4732 True
4361 | 4361 | 0.9984 True
--------------------------------------------------------------------------------
[670/3000] Train loss: 0.00045, Valid loss: 0.00050, Elapsed_time: 192.53003
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8051 | 8051 | 0.9982 True
9329 | 9329 | 0.9986 True
--------------------------------------------------------------------------------
[675/3000] Train loss: 0.00043, Valid loss: 0.00050, Elapsed_time: 194.11346
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9982 True
9030 | 9030 | 0.9959 True
--------------------------------------------------------------------------------
[680/3000] Train loss: 0.00043, Valid loss: 0.00047, Elapsed_time: 195.40452
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4242 | 4242 | 0.9987 True
3305 | 3305 | 0.4298 True
--------------------------------------------------------------------------------
[685/3000] Train loss: 0.00040, Valid loss: 0.00049, Elapsed_time: 196.65479
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7654 | 7654 | 0.9967 True
6730 | 6730 | 0.9955 True
--------------------------------------------------------------------------------
[690/3000] Train loss: 0.00042, Valid loss: 0.00051, Elapsed_time: 197.91819
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6325 | 6325 | 0.9994 True
3279 | 3279 | 0.9830 True
--------------------------------------------------------------------------------
[695/3000] Train loss: 0.00040, Valid loss: 0.00046, Elapsed_time: 199.16858
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9332 | 9332 | 0.9971 True
2878 | 2878 | 0.9983 True
--------------------------------------------------------------------------------
[700/3000] Train loss: 0.00039, Valid loss: 0.00044, Elapsed_time: 200.41686
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4044 | 4044 | 0.6770 True
7157 | 7157 | 0.9976 True
--------------------------------------------------------------------------------
[705/3000] Train loss: 0.00041, Valid loss: 0.00046, Elapsed_time: 201.95890
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2468 | 2468 | 0.5759 True
3312 | 3312 | 0.5102 True
--------------------------------------------------------------------------------
[710/3000] Train loss: 0.00038, Valid loss: 0.00046, Elapsed_time: 203.28079
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9083 | 9083 | 0.9980 True
5187 | 5187 | 0.9981 True
--------------------------------------------------------------------------------
[715/3000] Train loss: 0.00037, Valid loss: 0.00045, Elapsed_time: 204.55670
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4432 | 4432 | 0.7467 True
9054 | 9054 | 0.9949 True
--------------------------------------------------------------------------------
[720/3000] Train loss: 0.00034, Valid loss: 0.00044, Elapsed_time: 205.82346
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8892 | 8892 | 0.9446 True
0083 | 0083 | 0.7970 True
--------------------------------------------------------------------------------
[725/3000] Train loss: 0.00041, Valid loss: 0.00043, Elapsed_time: 207.04667
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7730 | 7730 | 0.7219 True
9011 | 9011 | 0.3765 True
--------------------------------------------------------------------------------
[730/3000] Train loss: 0.00034, Valid loss: 0.00040, Elapsed_time: 208.26489
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1018 | 1018 | 0.9994 True
6747 | 6747 | 0.9991 True
--------------------------------------------------------------------------------
[735/3000] Train loss: 0.00047, Valid loss: 0.00047, Elapsed_time: 209.52497
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5863 | 5863 | 0.9985 True
2917 | 2917 | 0.9983 True
--------------------------------------------------------------------------------
[740/3000] Train loss: 0.00036, Valid loss: 0.00044, Elapsed_time: 211.13771
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5067 | 5067 | 0.9984 True
1936 | 1936 | 0.9960 True
--------------------------------------------------------------------------------
[745/3000] Train loss: 0.00034, Valid loss: 0.00042, Elapsed_time: 212.42934
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.9975 True
0604 | 0604 | 0.9989 True
--------------------------------------------------------------------------------
[750/3000] Train loss: 0.00034, Valid loss: 0.00045, Elapsed_time: 213.71161
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1870 | 1870 | 0.9979 True
0083 | 0083 | 0.7296 True
--------------------------------------------------------------------------------
[755/3000] Train loss: 0.00030, Valid loss: 0.00041, Elapsed_time: 215.00470
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1870 | 1870 | 0.9979 True
9589 | 9589 | 0.9975 True
--------------------------------------------------------------------------------
[760/3000] Train loss: 0.00033, Valid loss: 0.00038, Elapsed_time: 216.26434
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9054 | 9054 | 0.9948 True
0146 | 0146 | 0.9991 True
--------------------------------------------------------------------------------
[765/3000] Train loss: 0.00031, Valid loss: 0.00037, Elapsed_time: 217.53249
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7408 | 7408 | 0.9989 True
1040 | 1040 | 0.9986 True
--------------------------------------------------------------------------------
[770/3000] Train loss: 0.00086, Valid loss: 0.00296, Elapsed_time: 219.09703
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0187 | 0187 | 0.9985 True
8194 | 8194 | 0.9989 True
--------------------------------------------------------------------------------
[775/3000] Train loss: 0.03542, Valid loss: 0.34929, Elapsed_time: 220.43262
Current_accuracy : 69.500, Current_norm_ED : 0.9210
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5493 | 5493 | 0.8141 True
3389 | 338 | 0.5256 False
--------------------------------------------------------------------------------
[780/3000] Train loss: 0.33659, Valid loss: 0.15616, Elapsed_time: 221.70769
Current_accuracy : 85.500, Current_norm_ED : 0.9642
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1772 | 172 | 0.6639 False
2985 | 2985 | 0.9938 True
--------------------------------------------------------------------------------
[785/3000] Train loss: 0.24042, Valid loss: 0.27765, Elapsed_time: 223.00467
Current_accuracy : 78.500, Current_norm_ED : 0.9395
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0649 | 0649 | 0.9906 True
5977 | 577 | 0.3065 False
--------------------------------------------------------------------------------
[790/3000] Train loss: 0.17540, Valid loss: 1.52282, Elapsed_time: 224.25719
Current_accuracy : 44.500, Current_norm_ED : 0.8155
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7408 | 748 | 0.6151 False
9184 | 9784 | 0.8185 False
--------------------------------------------------------------------------------
[795/3000] Train loss: 0.39492, Valid loss: 0.08809, Elapsed_time: 225.45230
Current_accuracy : 89.000, Current_norm_ED : 0.9720
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9300 | 9300 | 0.4210 True
0083 | 0083 | 0.8923 True
--------------------------------------------------------------------------------
[800/3000] Train loss: 0.16307, Valid loss: 0.38787, Elapsed_time: 226.99576
Current_accuracy : 66.500, Current_norm_ED : 0.9035
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4908 | 4908 | 0.9791 True
1772 | 1772 | 0.8859 True
--------------------------------------------------------------------------------
[805/3000] Train loss: 0.17089, Valid loss: 0.02897, Elapsed_time: 228.26380
Current_accuracy : 97.500, Current_norm_ED : 0.9940
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4695 | 4695 | 0.9787 True
0589 | 0589 | 0.8936 True
--------------------------------------------------------------------------------
[810/3000] Train loss: 0.02383, Valid loss: 0.13670, Elapsed_time: 229.58875
Current_accuracy : 93.000, Current_norm_ED : 0.9825
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9332 | 9332 | 0.9737 True
8811 | 811 | 0.5804 False
--------------------------------------------------------------------------------
[815/3000] Train loss: 0.03410, Valid loss: 0.00498, Elapsed_time: 230.86523
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3031 | 3031 | 0.9914 True
4974 | 4974 | 0.9535 True
--------------------------------------------------------------------------------
[820/3000] Train loss: 0.00462, Valid loss: 0.00791, Elapsed_time: 232.13325
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8170 | 8170 | 0.9809 True
7595 | 7595 | 0.9860 True
--------------------------------------------------------------------------------
[825/3000] Train loss: 0.00346, Valid loss: 0.00249, Elapsed_time: 233.40392
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8115 | 8115 | 0.9937 True
4846 | 4846 | 0.9911 True
--------------------------------------------------------------------------------
[830/3000] Train loss: 0.00278, Valid loss: 0.00262, Elapsed_time: 234.65431
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3250 | 3250 | 0.9701 True
6711 | 6711 | 0.4524 True
--------------------------------------------------------------------------------
[835/3000] Train loss: 0.00229, Valid loss: 0.00203, Elapsed_time: 236.21604
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9922 | 9922 | 0.3053 True
8030 | 8030 | 0.9878 True
--------------------------------------------------------------------------------
[840/3000] Train loss: 0.00180, Valid loss: 0.00186, Elapsed_time: 237.47273
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4383 | 4383 | 0.9926 True
0279 | 0279 | 0.9922 True
--------------------------------------------------------------------------------
[845/3000] Train loss: 0.00193, Valid loss: 0.00168, Elapsed_time: 238.72941
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0691 | 0691 | 0.9959 True
7933 | 7933 | 0.5529 True
--------------------------------------------------------------------------------
[850/3000] Train loss: 0.00182, Valid loss: 0.00147, Elapsed_time: 240.01017
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9300 | 9300 | 0.8046 True
4974 | 4974 | 0.9855 True
--------------------------------------------------------------------------------
[855/3000] Train loss: 0.00156, Valid loss: 0.00146, Elapsed_time: 241.25793
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7408 | 7408 | 0.9963 True
1849 | 1849 | 0.9949 True
--------------------------------------------------------------------------------
[860/3000] Train loss: 0.00136, Valid loss: 0.00122, Elapsed_time: 242.55108
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6591 | 6591 | 0.9963 True
5183 | 5183 | 0.9965 True
--------------------------------------------------------------------------------
[865/3000] Train loss: 0.00158, Valid loss: 0.00122, Elapsed_time: 244.07646
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6325 | 6325 | 0.9985 True
2886 | 2886 | 0.9952 True
--------------------------------------------------------------------------------
[870/3000] Train loss: 0.00131, Valid loss: 0.00113, Elapsed_time: 245.43208
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0649 | 0649 | 0.9954 True
2917 | 2917 | 0.9944 True
--------------------------------------------------------------------------------
[875/3000] Train loss: 0.00102, Valid loss: 0.00106, Elapsed_time: 246.70238
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5183 | 5183 | 0.9968 True
7475 | 7475 | 0.9969 True
--------------------------------------------------------------------------------
[880/3000] Train loss: 0.00107, Valid loss: 0.00102, Elapsed_time: 247.94288
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2853 | 2853 | 0.9966 True
7475 | 7475 | 0.9970 True
--------------------------------------------------------------------------------
[885/3000] Train loss: 0.00109, Valid loss: 0.00099, Elapsed_time: 249.21191
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1432 | 1432 | 0.9946 True
5634 | 5634 | 0.9956 True
--------------------------------------------------------------------------------
[890/3000] Train loss: 0.00101, Valid loss: 0.00104, Elapsed_time: 250.48675
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2521 | 2521 | 0.9979 True
3279 | 3279 | 0.9708 True
--------------------------------------------------------------------------------
[895/3000] Train loss: 0.00107, Valid loss: 0.00086, Elapsed_time: 251.75309
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0834 | 0834 | 0.9940 True
2605 | 2605 | 0.9970 True
--------------------------------------------------------------------------------
[900/3000] Train loss: 0.00084, Valid loss: 0.00083, Elapsed_time: 253.31747
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4908 | 4908 | 0.9974 True
9922 | 9922 | 0.3735 True
--------------------------------------------------------------------------------
[905/3000] Train loss: 0.00074, Valid loss: 0.00081, Elapsed_time: 254.63415
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1772 | 1772 | 0.9917 True
7051 | 7051 | 0.9934 True
--------------------------------------------------------------------------------
[910/3000] Train loss: 0.00083, Valid loss: 0.00081, Elapsed_time: 255.89290
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3019 | 3019 | 0.9975 True
7655 | 7655 | 0.4769 True
--------------------------------------------------------------------------------
[915/3000] Train loss: 0.00080, Valid loss: 0.00072, Elapsed_time: 257.21096
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1475 | 1475 | 0.9979 True
1636 | 1636 | 0.9930 True
--------------------------------------------------------------------------------
[920/3000] Train loss: 0.00077, Valid loss: 0.00069, Elapsed_time: 258.48194
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3908 | 3908 | 0.9987 True
3305 | 3305 | 0.5970 True
--------------------------------------------------------------------------------
[925/3000] Train loss: 0.00075, Valid loss: 0.00068, Elapsed_time: 259.73752
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3312 | 3312 | 0.5538 True
5067 | 5067 | 0.9946 True
--------------------------------------------------------------------------------
[930/3000] Train loss: 0.00085, Valid loss: 0.00069, Elapsed_time: 261.31301
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5065 | 5065 | 0.9978 True
8641 | 8641 | 0.9969 True
--------------------------------------------------------------------------------
[935/3000] Train loss: 0.00069, Valid loss: 0.00061, Elapsed_time: 262.63264
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3854 | 3854 | 0.9850 True
0035 | 0035 | 0.4945 True
--------------------------------------------------------------------------------
[940/3000] Train loss: 0.00060, Valid loss: 0.00061, Elapsed_time: 263.90000
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1849 | 1849 | 0.9972 True
1195 | 1195 | 0.6437 True
--------------------------------------------------------------------------------
[945/3000] Train loss: 0.00060, Valid loss: 0.00058, Elapsed_time: 265.19318
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9754 | 9754 | 0.9807 True
7157 | 7157 | 0.9950 True
--------------------------------------------------------------------------------
[950/3000] Train loss: 0.00056, Valid loss: 0.00057, Elapsed_time: 266.44525
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0998 | 0998 | 0.9937 True
1195 | 1195 | 0.6903 True
--------------------------------------------------------------------------------
[955/3000] Train loss: 0.00056, Valid loss: 0.00058, Elapsed_time: 267.73872
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7475 | 7475 | 0.9981 True
5334 | 5334 | 0.9964 True
--------------------------------------------------------------------------------
[960/3000] Train loss: 0.00059, Valid loss: 0.00053, Elapsed_time: 269.26796
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8811 | 8811 | 0.2926 True
9083 | 9083 | 0.9975 True
--------------------------------------------------------------------------------
[965/3000] Train loss: 0.00049, Valid loss: 0.00050, Elapsed_time: 270.56750
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5065 | 5065 | 0.9980 True
5708 | 5708 | 0.9988 True
--------------------------------------------------------------------------------
[970/3000] Train loss: 0.00054, Valid loss: 0.00049, Elapsed_time: 271.87712
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4695 | 4695 | 0.9976 True
9083 | 9083 | 0.9976 True
--------------------------------------------------------------------------------
[975/3000] Train loss: 0.00052, Valid loss: 0.00051, Elapsed_time: 273.11399
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1040 | 1040 | 0.9955 True
9922 | 9922 | 0.4155 True
--------------------------------------------------------------------------------
[980/3000] Train loss: 0.00043, Valid loss: 0.00048, Elapsed_time: 274.40032
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1839 | 1839 | 0.9983 True
5504 | 5504 | 0.9213 True
--------------------------------------------------------------------------------
[985/3000] Train loss: 0.00055, Valid loss: 0.00051, Elapsed_time: 275.66222
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3148 | 3148 | 0.9989 True
0839 | 0839 | 0.9979 True
--------------------------------------------------------------------------------
[990/3000] Train loss: 0.00069, Valid loss: 0.00964, Elapsed_time: 276.90197
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3312 | 3312 | 0.6661 True
8939 | 8939 | 0.9972 True
--------------------------------------------------------------------------------
[995/3000] Train loss: 0.00079, Valid loss: 0.00048, Elapsed_time: 278.44874
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4974 | 4974 | 0.9955 True
1195 | 1195 | 0.7485 True
--------------------------------------------------------------------------------
[1000/3000] Train loss: 0.00044, Valid loss: 0.00045, Elapsed_time: 279.73270
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9490 | 9490 | 0.9973 True
6972 | 6972 | 0.9973 True
--------------------------------------------------------------------------------
[1005/3000] Train loss: 0.00039, Valid loss: 0.00045, Elapsed_time: 281.01321
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8067 | 8067 | 0.9959 True
1516 | 1516 | 0.9965 True
--------------------------------------------------------------------------------
[1010/3000] Train loss: 0.00043, Valid loss: 0.00040, Elapsed_time: 282.29055
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5012 | 5012 | 0.9986 True
0834 | 0834 | 0.9975 True
--------------------------------------------------------------------------------
[1015/3000] Train loss: 0.00038, Valid loss: 0.00040, Elapsed_time: 283.55863
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 9589 | 0.9979 True
0146 | 0146 | 0.9990 True
--------------------------------------------------------------------------------
[1020/3000] Train loss: 0.00038, Valid loss: 0.00039, Elapsed_time: 284.80772
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1667 | 1667 | 0.9983 True
9797 | 9797 | 0.9986 True
--------------------------------------------------------------------------------
[1025/3000] Train loss: 0.00042, Valid loss: 0.00036, Elapsed_time: 286.36590
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8892 | 8892 | 0.2964 True
5634 | 5634 | 0.9982 True
--------------------------------------------------------------------------------
[1030/3000] Train loss: 0.00036, Valid loss: 0.00036, Elapsed_time: 287.71874
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4048 | 4048 | 0.9993 True
7654 | 7654 | 0.9940 True
--------------------------------------------------------------------------------
[1035/3000] Train loss: 0.00038, Valid loss: 0.00035, Elapsed_time: 288.98869
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9436 | 9436 | 0.9978 True
0691 | 0691 | 0.9988 True
--------------------------------------------------------------------------------
[1040/3000] Train loss: 0.00035, Valid loss: 0.00035, Elapsed_time: 290.28919
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5013 | 5013 | 0.9984 True
9436 | 9436 | 0.9979 True
--------------------------------------------------------------------------------
[1045/3000] Train loss: 0.00036, Valid loss: 0.00034, Elapsed_time: 291.56400
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4383 | 4383 | 0.9984 True
8067 | 8067 | 0.9967 True
--------------------------------------------------------------------------------
[1050/3000] Train loss: 0.00032, Valid loss: 0.00033, Elapsed_time: 292.83438
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1667 | 1667 | 0.9984 True
1475 | 1475 | 0.9989 True
--------------------------------------------------------------------------------
[1055/3000] Train loss: 0.00036, Valid loss: 0.00032, Elapsed_time: 294.08974
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6747 | 6747 | 0.9988 True
7893 | 7893 | 0.9988 True
--------------------------------------------------------------------------------
[1060/3000] Train loss: 0.00031, Valid loss: 0.00032, Elapsed_time: 295.69606
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8194 | 8194 | 0.9991 True
4695 | 4695 | 0.9985 True
--------------------------------------------------------------------------------
[1065/3000] Train loss: 0.00030, Valid loss: 0.00032, Elapsed_time: 296.98663
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3019 | 3019 | 0.9989 True
8067 | 8067 | 0.9965 True
--------------------------------------------------------------------------------
[1070/3000] Train loss: 0.00029, Valid loss: 0.00032, Elapsed_time: 298.26479
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1155 | 1155 | 0.5906 True
5183 | 5183 | 0.9986 True
--------------------------------------------------------------------------------
[1075/3000] Train loss: 0.00029, Valid loss: 0.00029, Elapsed_time: 299.53142
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0311 | 0311 | 0.8853 True
2016 | 2016 | 0.9984 True
--------------------------------------------------------------------------------
[1080/3000] Train loss: 0.00029, Valid loss: 0.00029, Elapsed_time: 300.79827
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0132 | 0132 | 0.9984 True
4361 | 4361 | 0.9980 True
--------------------------------------------------------------------------------
[1085/3000] Train loss: 0.00029, Valid loss: 0.00030, Elapsed_time: 302.07897
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9300 | 9300 | 0.6752 True
7747 | 7747 | 0.8823 True
--------------------------------------------------------------------------------
[1090/3000] Train loss: 0.00038, Valid loss: 0.00029, Elapsed_time: 303.64330
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2117 | 2117 | 0.9986 True
7747 | 7747 | 0.9047 True
--------------------------------------------------------------------------------
[1095/3000] Train loss: 0.00028, Valid loss: 0.00030, Elapsed_time: 305.00918
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0834 | 0834 | 0.9981 True
7993 | 7993 | 0.9994 True
--------------------------------------------------------------------------------
[1100/3000] Train loss: 0.00024, Valid loss: 0.00028, Elapsed_time: 306.26691
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1475 | 1475 | 0.9991 True
7730 | 7730 | 0.9083 True
--------------------------------------------------------------------------------
[1105/3000] Train loss: 0.00030, Valid loss: 0.00027, Elapsed_time: 307.62809
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6972 | 6972 | 0.9982 True
3326 | 3326 | 0.4909 True
--------------------------------------------------------------------------------
[1110/3000] Train loss: 0.00025, Valid loss: 0.00028, Elapsed_time: 309.00263
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5912 | 5912 | 0.9973 True
8811 | 8811 | 0.3548 True
--------------------------------------------------------------------------------
[1115/3000] Train loss: 0.00026, Valid loss: 0.00027, Elapsed_time: 310.35203
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4044 | 4044 | 0.7247 True
5493 | 5493 | 0.9993 True
--------------------------------------------------------------------------------
[1120/3000] Train loss: 0.00031, Valid loss: 0.00028, Elapsed_time: 311.93392
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0083 | 0083 | 0.5313 True
3019 | 3019 | 0.9991 True
--------------------------------------------------------------------------------
[1125/3000] Train loss: 0.00025, Valid loss: 0.00025, Elapsed_time: 313.24136
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7893 | 7893 | 0.9990 True
5493 | 5493 | 0.9994 True
--------------------------------------------------------------------------------
[1130/3000] Train loss: 0.00026, Valid loss: 0.00025, Elapsed_time: 314.55473
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7747 | 7747 | 0.8920 True
5053 | 5053 | 0.9985 True
--------------------------------------------------------------------------------
[1135/3000] Train loss: 0.00024, Valid loss: 0.00025, Elapsed_time: 315.87608
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5827 | 5827 | 0.9980 True
5504 | 5504 | 0.9487 True
--------------------------------------------------------------------------------
[1140/3000] Train loss: 0.00023, Valid loss: 0.00025, Elapsed_time: 317.20768
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2262 | 2262 | 0.5021 True
6730 | 6730 | 0.9979 True
--------------------------------------------------------------------------------
[1145/3000] Train loss: 0.00023, Valid loss: 0.00024, Elapsed_time: 318.46225
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.9989 True
6711 | 6711 | 0.8744 True
--------------------------------------------------------------------------------
[1150/3000] Train loss: 0.00022, Valid loss: 0.00024, Elapsed_time: 319.77111
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4044 | 4044 | 0.7178 True
4379 | 4379 | 0.9986 True
--------------------------------------------------------------------------------
[1155/3000] Train loss: 0.00027, Valid loss: 0.00023, Elapsed_time: 321.39517
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6026 | 6026 | 0.9993 True
0998 | 0998 | 0.9969 True
--------------------------------------------------------------------------------
[1160/3000] Train loss: 0.00022, Valid loss: 0.00023, Elapsed_time: 322.72301
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9990 True
8892 | 8892 | 0.3017 True
--------------------------------------------------------------------------------
[1165/3000] Train loss: 0.00022, Valid loss: 0.00022, Elapsed_time: 324.08616
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9089 | 9089 | 0.9988 True
6711 | 6711 | 0.8486 True
--------------------------------------------------------------------------------
[1170/3000] Train loss: 0.00021, Valid loss: 0.00023, Elapsed_time: 325.41590
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9740 | 9740 | 0.9970 True
5720 | 5720 | 0.9980 True
--------------------------------------------------------------------------------
[1175/3000] Train loss: 0.00035, Valid loss: 0.00024, Elapsed_time: 326.70943
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9054 | 9054 | 0.9947 True
5827 | 5827 | 0.9981 True
--------------------------------------------------------------------------------
[1180/3000] Train loss: 0.00021, Valid loss: 0.00022, Elapsed_time: 327.95474
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6078 | 6078 | 0.9994 True
3312 | 3312 | 0.4925 True
--------------------------------------------------------------------------------
[1185/3000] Train loss: 0.00028, Valid loss: 0.00022, Elapsed_time: 329.61831
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0311 | 0311 | 0.8872 True
8839 | 8839 | 0.4261 True
--------------------------------------------------------------------------------
[1190/3000] Train loss: 0.00019, Valid loss: 0.00022, Elapsed_time: 330.94229
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5493 | 5493 | 0.9995 True
9332 | 9332 | 0.9987 True
--------------------------------------------------------------------------------
[1195/3000] Train loss: 0.00030, Valid loss: 0.00023, Elapsed_time: 332.26639
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9970 | 9970 | 0.5943 True
8858 | 8858 | 0.6360 True
--------------------------------------------------------------------------------
[1200/3000] Train loss: 0.00025, Valid loss: 0.00024, Elapsed_time: 333.56403
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3312 | 3312 | 0.5679 True
4450 | 4450 | 0.7568 True
--------------------------------------------------------------------------------
[1205/3000] Train loss: 0.00020, Valid loss: 0.00022, Elapsed_time: 334.86218
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9083 | 9083 | 0.9986 True
3308 | 3308 | 0.5970 True
--------------------------------------------------------------------------------
[1210/3000] Train loss: 0.00024, Valid loss: 0.00021, Elapsed_time: 336.12682
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9332 | 9332 | 0.9986 True
4242 | 4242 | 0.9992 True
--------------------------------------------------------------------------------
[1215/3000] Train loss: 0.00023, Valid loss: 0.00021, Elapsed_time: 337.40897
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6373 | 6373 | 0.9994 True
1772 | 1772 | 0.9978 True
--------------------------------------------------------------------------------
[1220/3000] Train loss: 0.00020, Valid loss: 0.00021, Elapsed_time: 339.02793
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6060 | 6060 | 0.9988 True
5012 | 5012 | 0.9993 True
--------------------------------------------------------------------------------
[1225/3000] Train loss: 0.00020, Valid loss: 0.00020, Elapsed_time: 340.36276
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8939 | 8939 | 0.9989 True
5634 | 5634 | 0.9986 True
--------------------------------------------------------------------------------
[1230/3000] Train loss: 0.00023, Valid loss: 0.00021, Elapsed_time: 341.69306
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3279 | 3279 | 0.9950 True
6591 | 6591 | 0.9993 True
--------------------------------------------------------------------------------
[1235/3000] Train loss: 0.00018, Valid loss: 0.00020, Elapsed_time: 343.04640
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9725 | 9725 | 0.9998 True
1082 | 1082 | 0.9995 True
--------------------------------------------------------------------------------
[1240/3000] Train loss: 0.00020, Valid loss: 0.00019, Elapsed_time: 344.31773
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1616 | 1616 | 0.9982 True
6078 | 6078 | 0.9995 True
--------------------------------------------------------------------------------
[1245/3000] Train loss: 0.00018, Valid loss: 0.00018, Elapsed_time: 345.59325
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1018 | 1018 | 0.9996 True
9490 | 9490 | 0.9984 True
--------------------------------------------------------------------------------
[1250/3000] Train loss: 0.00019, Valid loss: 0.00018, Elapsed_time: 347.23324
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1018 | 1018 | 0.9996 True
6373 | 6373 | 0.9994 True
--------------------------------------------------------------------------------
[1255/3000] Train loss: 0.00019, Valid loss: 0.00019, Elapsed_time: 348.59044
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2117 | 2117 | 0.9991 True
7744 | 7744 | 0.4780 True
--------------------------------------------------------------------------------
[1260/3000] Train loss: 0.00021, Valid loss: 0.00019, Elapsed_time: 349.86211
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8858 | 8858 | 0.6175 True
4242 | 4242 | 0.9992 True
--------------------------------------------------------------------------------
[1265/3000] Train loss: 0.00016, Valid loss: 0.00019, Elapsed_time: 351.17038
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1195 | 1195 | 0.7338 True
1667 | 1667 | 0.9990 True
--------------------------------------------------------------------------------
[1270/3000] Train loss: 0.00019, Valid loss: 0.00020, Elapsed_time: 352.44277
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4313 | 4313 | 0.9992 True
8115 | 8115 | 0.9996 True
--------------------------------------------------------------------------------
[1275/3000] Train loss: 0.00092, Valid loss: 0.00351, Elapsed_time: 353.71141
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8902 | 8902 | 0.9986 True
2878 | 2878 | 0.9994 True
--------------------------------------------------------------------------------
[1280/3000] Train loss: 0.02570, Valid loss: 0.15667, Elapsed_time: 355.30657
Current_accuracy : 87.000, Current_norm_ED : 0.9642
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9970 | 9970 | 0.4992 True
6462 | 6442 | 0.5672 False
--------------------------------------------------------------------------------
[1285/3000] Train loss: 0.06346, Valid loss: 0.16277, Elapsed_time: 356.62886
Current_accuracy : 86.000, Current_norm_ED : 0.9653
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3854 | 3854 | 0.9208 True
4450 | 4450 | 0.4257 True
--------------------------------------------------------------------------------
[1290/3000] Train loss: 0.00263, Valid loss: 0.00094, Elapsed_time: 357.89078
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0589 | 0589 | 0.9970 True
0691 | 0691 | 0.9988 True
--------------------------------------------------------------------------------
[1295/3000] Train loss: 0.00204, Valid loss: 0.00113, Elapsed_time: 359.15498
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2140 | 2140 | 0.9934 True
6060 | 6060 | 0.9978 True
--------------------------------------------------------------------------------
[1300/3000] Train loss: 0.00164, Valid loss: 0.00071, Elapsed_time: 360.44287
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2492 | 2492 | 0.9989 True
9922 | 9922 | 0.7322 True
--------------------------------------------------------------------------------
[1305/3000] Train loss: 0.00080, Valid loss: 0.00058, Elapsed_time: 361.69105
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0311 | 0311 | 0.7645 True
3312 | 3312 | 0.5572 True
--------------------------------------------------------------------------------
[1310/3000] Train loss: 0.00080, Valid loss: 0.00060, Elapsed_time: 362.96309
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2917 | 2917 | 0.9989 True
8641 | 8641 | 0.9977 True
--------------------------------------------------------------------------------
[1315/3000] Train loss: 0.00059, Valid loss: 0.00041, Elapsed_time: 364.57491
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0261 | 0261 | 0.9990 True
8892 | 8892 | 0.5209 True
--------------------------------------------------------------------------------
[1320/3000] Train loss: 0.00077, Valid loss: 0.00046, Elapsed_time: 365.86983
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9922 | 9922 | 0.6735 True
4450 | 4450 | 0.6216 True
--------------------------------------------------------------------------------
[1325/3000] Train loss: 0.00039, Valid loss: 0.00042, Elapsed_time: 367.15468
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3305 | 3305 | 0.7674 True
3982 | 3982 | 0.9994 True
--------------------------------------------------------------------------------
[1330/3000] Train loss: 0.00038, Valid loss: 0.00037, Elapsed_time: 368.43778
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4318 | 4318 | 0.9991 True
4786 | 4786 | 0.9980 True
--------------------------------------------------------------------------------
[1335/3000] Train loss: 0.00037, Valid loss: 0.00034, Elapsed_time: 369.69168
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2078 | 2078 | 0.9996 True
9740 | 9740 | 0.9851 True
--------------------------------------------------------------------------------
[1340/3000] Train loss: 0.00036, Valid loss: 0.00032, Elapsed_time: 370.93532
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9089 | 9089 | 0.9987 True
8051 | 8051 | 0.9977 True
--------------------------------------------------------------------------------
[1345/3000] Train loss: 0.00033, Valid loss: 0.00034, Elapsed_time: 372.51666
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0146 | 0146 | 0.9950 True
6248 | 6248 | 0.9986 True
--------------------------------------------------------------------------------
[1350/3000] Train loss: 0.00034, Valid loss: 0.00031, Elapsed_time: 373.79226
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5012 | 5012 | 0.9992 True
9807 | 9807 | 0.9985 True
--------------------------------------------------------------------------------
[1355/3000] Train loss: 0.00026, Valid loss: 0.00029, Elapsed_time: 375.09239
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1772 | 1772 | 0.9978 True
2140 | 2140 | 0.9871 True
--------------------------------------------------------------------------------
[1360/3000] Train loss: 0.00027, Valid loss: 0.00029, Elapsed_time: 376.39026
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4295 | 4295 | 0.9994 True
9154 | 9154 | 0.9963 True
--------------------------------------------------------------------------------
[1365/3000] Train loss: 0.00026, Valid loss: 0.00027, Elapsed_time: 377.66754
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5634 | 5634 | 0.9987 True
9797 | 9797 | 0.9992 True
--------------------------------------------------------------------------------
[1370/3000] Train loss: 0.00028, Valid loss: 0.00026, Elapsed_time: 378.92760
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7747 | 7747 | 0.8360 True
6078 | 6078 | 0.9996 True
--------------------------------------------------------------------------------
[1375/3000] Train loss: 0.00024, Valid loss: 0.00026, Elapsed_time: 380.23214
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1936 | 1936 | 0.9987 True
3982 | 3982 | 0.9996 True
--------------------------------------------------------------------------------
[1380/3000] Train loss: 0.00025, Valid loss: 0.00026, Elapsed_time: 381.80382
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3305 | 3305 | 0.5889 True
4677 | 4677 | 0.9006 True
--------------------------------------------------------------------------------
[1385/3000] Train loss: 0.00023, Valid loss: 0.00026, Elapsed_time: 383.06402
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3305 | 3305 | 0.5817 True
9545 | 9545 | 0.9992 True
--------------------------------------------------------------------------------
[1390/3000] Train loss: 0.00025, Valid loss: 0.00023, Elapsed_time: 384.33385
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2117 | 2117 | 0.9994 True
4974 | 4974 | 0.9981 True
--------------------------------------------------------------------------------
[1395/3000] Train loss: 0.00023, Valid loss: 0.00024, Elapsed_time: 385.66400
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8005 | 8005 | 0.9990 True
6805 | 6805 | 0.9987 True
--------------------------------------------------------------------------------
[1400/3000] Train loss: 0.00023, Valid loss: 0.00023, Elapsed_time: 386.93874
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0998 | 0998 | 0.9974 True
0035 | 0035 | 0.8543 True
--------------------------------------------------------------------------------
[1405/3000] Train loss: 0.00020, Valid loss: 0.00022, Elapsed_time: 388.17086
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2867 | 2867 | 0.9988 True
1155 | 1155 | 0.6321 True
--------------------------------------------------------------------------------
[1410/3000] Train loss: 0.00023, Valid loss: 0.00022, Elapsed_time: 389.76018
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 9589 | 0.9987 True
6711 | 6711 | 0.7887 True
--------------------------------------------------------------------------------
[1415/3000] Train loss: 0.00021, Valid loss: 0.00023, Elapsed_time: 391.07031
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5218 | 5218 | 0.9997 True
9589 | 9589 | 0.9987 True
--------------------------------------------------------------------------------
[1420/3000] Train loss: 0.00019, Valid loss: 0.00020, Elapsed_time: 392.37834
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7022 | 7022 | 0.5570 True
4977 | 4977 | 0.6357 True
--------------------------------------------------------------------------------
[1425/3000] Train loss: 0.00020, Valid loss: 0.00019, Elapsed_time: 393.63238
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6275 | 6275 | 0.9995 True
2886 | 2886 | 0.9985 True
--------------------------------------------------------------------------------
[1430/3000] Train loss: 0.00018, Valid loss: 0.00019, Elapsed_time: 394.98353
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0691 | 0691 | 0.9995 True
9922 | 9922 | 0.6435 True
--------------------------------------------------------------------------------
[1435/3000] Train loss: 0.00017, Valid loss: 0.00020, Elapsed_time: 396.25069
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3305 | 3305 | 0.5098 True
8115 | 8115 | 0.9997 True
--------------------------------------------------------------------------------
[1440/3000] Train loss: 0.00019, Valid loss: 0.00019, Elapsed_time: 397.81788
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2262 | 2262 | 0.7807 True
8902 | 8902 | 0.9989 True
--------------------------------------------------------------------------------
[1445/3000] Train loss: 0.00016, Valid loss: 0.00018, Elapsed_time: 399.14382
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9011 | 9011 | 0.9075 True
9300 | 9300 | 0.8120 True
--------------------------------------------------------------------------------
[1450/3000] Train loss: 0.00016, Valid loss: 0.00021, Elapsed_time: 400.45541
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8902 | 8902 | 0.9990 True
4695 | 4695 | 0.9991 True
--------------------------------------------------------------------------------
[1455/3000] Train loss: 0.00017, Valid loss: 0.00018, Elapsed_time: 401.75089
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8170 | 8170 | 0.9984 True
6972 | 6972 | 0.9991 True
--------------------------------------------------------------------------------
[1460/3000] Train loss: 0.00016, Valid loss: 0.00017, Elapsed_time: 403.05722
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5493 | 5493 | 0.9996 True
1018 | 1018 | 0.9996 True
--------------------------------------------------------------------------------
[1465/3000] Train loss: 0.00018, Valid loss: 0.00016, Elapsed_time: 404.30006
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8115 | 8115 | 0.9997 True
2853 | 2853 | 0.9992 True
--------------------------------------------------------------------------------
[1470/3000] Train loss: 0.00016, Valid loss: 0.00017, Elapsed_time: 405.58092
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4841 | 4841 | 0.9992 True
4374 | 4374 | 0.9986 True
--------------------------------------------------------------------------------
[1475/3000] Train loss: 0.01525, Valid loss: 0.00612, Elapsed_time: 407.18503
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6730 | 6730 | 0.9983 True
4908 | 4908 | 0.9991 True
--------------------------------------------------------------------------------
[1480/3000] Train loss: 0.00028, Valid loss: 0.00154, Elapsed_time: 408.48048
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3982 | 3982 | 0.9996 True
7595 | 7595 | 0.9994 True
--------------------------------------------------------------------------------
[1485/3000] Train loss: 0.00034, Valid loss: 0.00027, Elapsed_time: 409.74933
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3326 | 3326 | 0.6098 True
1772 | 1772 | 0.9961 True
--------------------------------------------------------------------------------
[1490/3000] Train loss: 0.00025, Valid loss: 0.00023, Elapsed_time: 411.14618
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 9589 | 0.9991 True
3074 | 3074 | 0.9981 True
--------------------------------------------------------------------------------
[1495/3000] Train loss: 0.00020, Valid loss: 0.00021, Elapsed_time: 412.39640
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3312 | 3312 | 0.6543 True
9490 | 9490 | 0.9982 True
--------------------------------------------------------------------------------
[1500/3000] Train loss: 0.00161, Valid loss: 0.00294, Elapsed_time: 413.67293
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2262 | 2262 | 0.6180 True
0589 | 0589 | 0.9991 True
--------------------------------------------------------------------------------
[1505/3000] Train loss: 0.07050, Valid loss: 0.10608, Elapsed_time: 415.26120
Current_accuracy : 89.500, Current_norm_ED : 0.9740
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3148 | 3148 | 0.9706 True
5464 | 5464 | 0.9775 True
--------------------------------------------------------------------------------
[1510/3000] Train loss: 0.04268, Valid loss: 0.28370, Elapsed_time: 416.58109
Current_accuracy : 76.000, Current_norm_ED : 0.9226
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9005 | 9005 | 0.9904 True
2345 | 23448 | 0.0982 False
--------------------------------------------------------------------------------
[1515/3000] Train loss: 0.07329, Valid loss: 0.03508, Elapsed_time: 417.83856
Current_accuracy : 94.000, Current_norm_ED : 0.9850
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0834 | 0834 | 0.9898 True
0604 | 0604 | 0.9969 True
--------------------------------------------------------------------------------
[1520/3000] Train loss: 0.06510, Valid loss: 0.06904, Elapsed_time: 419.10670
Current_accuracy : 93.000, Current_norm_ED : 0.9830
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8858 | 8858 | 0.4719 True
5904 | 5904 | 0.9773 True
--------------------------------------------------------------------------------
[1525/3000] Train loss: 0.07999, Valid loss: 0.20143, Elapsed_time: 420.40339
Current_accuracy : 85.000, Current_norm_ED : 0.9628
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5720 | 5720 | 0.9944 True
6026 | 626 | 0.5772 False
--------------------------------------------------------------------------------
[1530/3000] Train loss: 0.03966, Valid loss: 0.05368, Elapsed_time: 421.65375
Current_accuracy : 96.000, Current_norm_ED : 0.9918
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2521 | 2521 | 0.9182 True
3563 | 3563 | 0.9914 True
--------------------------------------------------------------------------------
[1535/3000] Train loss: 0.25903, Valid loss: 0.07329, Elapsed_time: 422.90008
Current_accuracy : 91.000, Current_norm_ED : 0.9768
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7655 | 765 | 0.5373 False
9030 | 9030 | 0.9934 True
--------------------------------------------------------------------------------
[1540/3000] Train loss: 0.04399, Valid loss: 0.07062, Elapsed_time: 424.45755
Current_accuracy : 92.000, Current_norm_ED : 0.9788
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7730 | 730 | 0.3953 False
4379 | 4379 | 0.9935 True
--------------------------------------------------------------------------------
[1545/3000] Train loss: 0.08977, Valid loss: 0.14163, Elapsed_time: 425.74972
Current_accuracy : 86.000, Current_norm_ED : 0.9637
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6248 | 6248 | 0.7531 True
5065 | 5065 | 0.8016 True
--------------------------------------------------------------------------------
[1550/3000] Train loss: 0.09480, Valid loss: 0.33492, Elapsed_time: 427.04850
Current_accuracy : 76.000, Current_norm_ED : 0.9375
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5053 | 5053 | 0.9592 True
7408 | 7406 | 0.9061 False
--------------------------------------------------------------------------------
[1555/3000] Train loss: 0.01342, Valid loss: 0.02726, Elapsed_time: 428.36906
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7730 | 7730 | 0.4683 True
5013 | 5013 | 0.9803 True
--------------------------------------------------------------------------------
[1560/3000] Train loss: 0.02455, Valid loss: 0.22287, Elapsed_time: 429.65114
Current_accuracy : 82.500, Current_norm_ED : 0.9580
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2867 | 2867 | 0.9375 True
8476 | 8476 | 0.9806 True
--------------------------------------------------------------------------------
[1565/3000] Train loss: 0.08267, Valid loss: 0.03529, Elapsed_time: 430.90072
Current_accuracy : 97.000, Current_norm_ED : 0.9925
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4383 | 4383 | 0.9913 True
7435 | 7435 | 0.9952 True
--------------------------------------------------------------------------------
[1570/3000] Train loss: 0.10940, Valid loss: 0.05318, Elapsed_time: 432.52179
Current_accuracy : 93.000, Current_norm_ED : 0.9822
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6323 | 6323 | 0.9844 True
3982 | 3982 | 0.9904 True
--------------------------------------------------------------------------------
[1575/3000] Train loss: 0.04342, Valid loss: 0.04442, Elapsed_time: 433.80898
Current_accuracy : 97.000, Current_norm_ED : 0.9925
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5078 | 5078 | 0.9979 True
2345 | 2345 | 0.9914 True
--------------------------------------------------------------------------------
[1580/3000] Train loss: 0.02058, Valid loss: 0.03715, Elapsed_time: 435.06383
Current_accuracy : 96.500, Current_norm_ED : 0.9915
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3908 | 3908 | 0.9961 True
4695 | 4695 | 0.9790 True
--------------------------------------------------------------------------------
[1585/3000] Train loss: 0.01703, Valid loss: 0.00339, Elapsed_time: 436.37068
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9942 True
3908 | 3908 | 0.9964 True
--------------------------------------------------------------------------------
[1590/3000] Train loss: 0.00282, Valid loss: 0.00228, Elapsed_time: 437.63808
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9329 | 9329 | 0.9973 True
8858 | 8858 | 0.5554 True
--------------------------------------------------------------------------------
[1595/3000] Train loss: 0.00483, Valid loss: 0.00276, Elapsed_time: 438.91378
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8030 | 8030 | 0.9177 True
5827 | 5827 | 0.9961 True
--------------------------------------------------------------------------------
[1600/3000] Train loss: 0.00294, Valid loss: 0.00156, Elapsed_time: 440.46275
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3191 | 3191 | 0.9988 True
5912 | 5912 | 0.9955 True
--------------------------------------------------------------------------------
[1605/3000] Train loss: 0.00181, Valid loss: 0.00136, Elapsed_time: 441.76868
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8641 | 8641 | 0.4951 True
2016 | 2016 | 0.9961 True
--------------------------------------------------------------------------------
[1610/3000] Train loss: 0.00146, Valid loss: 0.00128, Elapsed_time: 443.06322
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2985 | 2985 | 0.9979 True
5334 | 5334 | 0.9952 True
--------------------------------------------------------------------------------
[1615/3000] Train loss: 0.00142, Valid loss: 0.00120, Elapsed_time: 444.33502
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1195 | 1195 | 0.7875 True
4318 | 4318 | 0.9980 True
--------------------------------------------------------------------------------
[1620/3000] Train loss: 0.00456, Valid loss: 0.00864, Elapsed_time: 445.61401
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4846 | 4846 | 0.9985 True
9807 | 9807 | 0.9940 True
--------------------------------------------------------------------------------
[1625/3000] Train loss: 0.00253, Valid loss: 0.00274, Elapsed_time: 446.88317
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6014 | 6014 | 0.9929 True
4295 | 4295 | 0.9979 True
--------------------------------------------------------------------------------
[1630/3000] Train loss: 0.00210, Valid loss: 0.00105, Elapsed_time: 448.15096
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2985 | 2985 | 0.9986 True
3250 | 3250 | 0.9700 True
--------------------------------------------------------------------------------
[1635/3000] Train loss: 0.00080, Valid loss: 0.00086, Elapsed_time: 449.71440
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7278 | 7278 | 0.9961 True
9154 | 9154 | 0.9740 True
--------------------------------------------------------------------------------
[1640/3000] Train loss: 0.00100, Valid loss: 0.00081, Elapsed_time: 450.98181
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0649 | 0649 | 0.6849 True
8005 | 8005 | 0.9930 True
--------------------------------------------------------------------------------
[1645/3000] Train loss: 0.00068, Valid loss: 0.00078, Elapsed_time: 452.25409
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7933 | 7933 | 0.7955 True
2262 | 2262 | 0.5130 True
--------------------------------------------------------------------------------
[1650/3000] Train loss: 0.00080, Valid loss: 0.00070, Elapsed_time: 453.54462
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.9929 True
0589 | 0589 | 0.9978 True
--------------------------------------------------------------------------------
[1655/3000] Train loss: 0.00067, Valid loss: 0.00065, Elapsed_time: 454.86074
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2917 | 2917 | 0.9971 True
6325 | 6325 | 0.9996 True
--------------------------------------------------------------------------------
[1660/3000] Train loss: 0.00058, Valid loss: 0.00069, Elapsed_time: 456.14349
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8005 | 8005 | 0.9948 True
0279 | 0279 | 0.9968 True
--------------------------------------------------------------------------------
[1665/3000] Train loss: 0.00067, Valid loss: 0.00057, Elapsed_time: 457.76375
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3019 | 3019 | 0.9980 True
7747 | 7747 | 0.8694 True
--------------------------------------------------------------------------------
[1670/3000] Train loss: 0.00055, Valid loss: 0.00055, Elapsed_time: 459.10614
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.9938 True
1516 | 1516 | 0.9926 True
--------------------------------------------------------------------------------
[1675/3000] Train loss: 0.00048, Valid loss: 0.00053, Elapsed_time: 460.37514
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1155 | 1155 | 0.4691 True
4048 | 4048 | 0.9992 True
--------------------------------------------------------------------------------
[1680/3000] Train loss: 0.00050, Valid loss: 0.00050, Elapsed_time: 461.68626
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9978 True
9725 | 9725 | 0.9996 True
--------------------------------------------------------------------------------
[1685/3000] Train loss: 0.00058, Valid loss: 0.00052, Elapsed_time: 462.97950
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 0034 | 0.9390 True
8811 | 8811 | 0.6269 True
--------------------------------------------------------------------------------
[1690/3000] Train loss: 0.00046, Valid loss: 0.00048, Elapsed_time: 464.22758
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3326 | 3326 | 0.7225 True
6972 | 6972 | 0.9987 True
--------------------------------------------------------------------------------
[1695/3000] Train loss: 0.00048, Valid loss: 0.00055, Elapsed_time: 465.51099
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9740 | 9740 | 0.9971 True
3019 | 3019 | 0.9984 True
--------------------------------------------------------------------------------
[1700/3000] Train loss: 0.00045, Valid loss: 0.00043, Elapsed_time: 467.09550
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.9968 True
8858 | 8858 | 0.9271 True
--------------------------------------------------------------------------------
[1705/3000] Train loss: 0.00039, Valid loss: 0.00041, Elapsed_time: 468.39930
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5904 | 5904 | 0.9987 True
2078 | 2078 | 0.9994 True
--------------------------------------------------------------------------------
[1710/3000] Train loss: 0.00035, Valid loss: 0.00040, Elapsed_time: 469.65559
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9754 | 9754 | 0.9836 True
0279 | 0279 | 0.9979 True
--------------------------------------------------------------------------------
[1715/3000] Train loss: 0.00135, Valid loss: 0.04759, Elapsed_time: 470.94581
Current_accuracy : 97.000, Current_norm_ED : 0.9925
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4432 | 4432 | 0.4114 True
3019 | 3018 | 0.9058 False
--------------------------------------------------------------------------------
[1720/3000] Train loss: 0.00324, Valid loss: 0.00061, Elapsed_time: 472.22692
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3908 | 3908 | 0.9924 True
3074 | 3074 | 0.9980 True
--------------------------------------------------------------------------------
[1725/3000] Train loss: 0.00052, Valid loss: 0.00051, Elapsed_time: 473.46756
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2358 | 2358 | 0.9956 True
9089 | 9089 | 0.9990 True
--------------------------------------------------------------------------------
[1730/3000] Train loss: 0.00043, Valid loss: 0.00043, Elapsed_time: 475.01944
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5977 | 5977 | 0.5690 True
7051 | 7051 | 0.9975 True
--------------------------------------------------------------------------------
[1735/3000] Train loss: 0.00037, Valid loss: 0.00044, Elapsed_time: 476.34487
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9148 | 9148 | 0.9989 True
7719 | 7719 | 0.9030 True
--------------------------------------------------------------------------------
[1740/3000] Train loss: 0.00037, Valid loss: 0.00040, Elapsed_time: 477.60994
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2468 | 2468 | 0.4964 True
8858 | 8858 | 0.9146 True
--------------------------------------------------------------------------------
[1745/3000] Train loss: 0.00037, Valid loss: 0.00036, Elapsed_time: 478.88910
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2140 | 2140 | 0.9981 True
2282 | 2282 | 0.5002 True
--------------------------------------------------------------------------------
[1750/3000] Train loss: 0.00038, Valid loss: 0.00036, Elapsed_time: 480.18736
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7747 | 7747 | 0.9172 True
4313 | 4313 | 0.9967 True
--------------------------------------------------------------------------------
[1755/3000] Train loss: 0.00033, Valid loss: 0.00038, Elapsed_time: 481.45078
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0279 | 0279 | 0.9983 True
4786 | 4786 | 0.9990 True
--------------------------------------------------------------------------------
[1760/3000] Train loss: 0.00036, Valid loss: 0.00035, Elapsed_time: 483.00970
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3074 | 3074 | 0.9985 True
6747 | 6747 | 0.9989 True
--------------------------------------------------------------------------------
[1765/3000] Train loss: 0.00038, Valid loss: 0.00032, Elapsed_time: 484.30707
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9807 | 9807 | 0.9984 True
0786 | 0786 | 0.9986 True
--------------------------------------------------------------------------------
[1770/3000] Train loss: 0.00031, Valid loss: 0.00030, Elapsed_time: 485.60494
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.9944 True
1616 | 1616 | 0.9973 True
--------------------------------------------------------------------------------
[1775/3000] Train loss: 0.00033, Valid loss: 0.00028, Elapsed_time: 486.87682
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3191 | 3191 | 0.9996 True
5904 | 5904 | 0.9989 True
--------------------------------------------------------------------------------
[1780/3000] Train loss: 0.00030, Valid loss: 0.00028, Elapsed_time: 488.12706
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5053 | 5053 | 0.9984 True
9148 | 9148 | 0.9993 True
--------------------------------------------------------------------------------
[1785/3000] Train loss: 0.00029, Valid loss: 0.00027, Elapsed_time: 489.38006
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6972 | 6972 | 0.9991 True
6373 | 6373 | 0.9997 True
--------------------------------------------------------------------------------
[1790/3000] Train loss: 0.00031, Valid loss: 0.00028, Elapsed_time: 490.67032
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2078 | 2078 | 0.9995 True
1936 | 1936 | 0.9991 True
--------------------------------------------------------------------------------
[1795/3000] Train loss: 0.00026, Valid loss: 0.00027, Elapsed_time: 492.27844
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4977 | 4977 | 0.8831 True
2117 | 2117 | 0.9986 True
--------------------------------------------------------------------------------
[1800/3000] Train loss: 0.00023, Valid loss: 0.00025, Elapsed_time: 493.56696
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3908 | 3908 | 0.9992 True
6730 | 6730 | 0.9984 True
--------------------------------------------------------------------------------
[1805/3000] Train loss: 0.00023, Valid loss: 0.00025, Elapsed_time: 494.85996
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5012 | 5012 | 0.9993 True
5504 | 5504 | 0.9364 True
--------------------------------------------------------------------------------
[1810/3000] Train loss: 0.00028, Valid loss: 0.00024, Elapsed_time: 496.18687
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6591 | 6591 | 0.9996 True
0786 | 0786 | 0.9989 True
--------------------------------------------------------------------------------
[1815/3000] Train loss: 0.00024, Valid loss: 0.00024, Elapsed_time: 497.46128
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2262 | 2262 | 0.5659 True
6275 | 6275 | 0.9996 True
--------------------------------------------------------------------------------
[1820/3000] Train loss: 0.00022, Valid loss: 0.00024, Elapsed_time: 498.76009
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7747 | 7747 | 0.9341 True
5708 | 5708 | 0.9992 True
--------------------------------------------------------------------------------
[1825/3000] Train loss: 0.00021, Valid loss: 0.00023, Elapsed_time: 500.35098
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5078 | 5078 | 0.9996 True
4786 | 4786 | 0.9992 True
--------------------------------------------------------------------------------
[1830/3000] Train loss: 0.00022, Valid loss: 0.00022, Elapsed_time: 501.67833
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1475 | 1475 | 0.9995 True
5720 | 5720 | 0.9986 True
--------------------------------------------------------------------------------
[1835/3000] Train loss: 0.00022, Valid loss: 0.00023, Elapsed_time: 502.92574
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1195 | 1195 | 0.7963 True
4450 | 4450 | 0.7428 True
--------------------------------------------------------------------------------
[1840/3000] Train loss: 0.00024, Valid loss: 0.00021, Elapsed_time: 504.19377
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6972 | 6972 | 0.9992 True
4841 | 4841 | 0.9988 True
--------------------------------------------------------------------------------
[1845/3000] Train loss: 0.00021, Valid loss: 0.00021, Elapsed_time: 505.49299
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9970 | 9970 | 0.9015 True
9332 | 9332 | 0.9992 True
--------------------------------------------------------------------------------
[1850/3000] Train loss: 0.00020, Valid loss: 0.00022, Elapsed_time: 506.75792
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2867 | 2867 | 0.9994 True
3250 | 3250 | 0.9929 True
--------------------------------------------------------------------------------
[1855/3000] Train loss: 0.00078, Valid loss: 0.00024, Elapsed_time: 508.04213
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9329 | 9329 | 0.9995 True
2070 | 2070 | 0.9988 True
--------------------------------------------------------------------------------
[1860/3000] Train loss: 0.00027, Valid loss: 0.00021, Elapsed_time: 509.69051
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5012 | 5012 | 0.9993 True
0834 | 0834 | 0.9904 True
--------------------------------------------------------------------------------
[1865/3000] Train loss: 0.00022, Valid loss: 0.00020, Elapsed_time: 510.99785
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3074 | 3074 | 0.9989 True
8476 | 8476 | 0.9991 True
--------------------------------------------------------------------------------
[1870/3000] Train loss: 0.00018, Valid loss: 0.00020, Elapsed_time: 512.25424
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8115 | 8115 | 0.9991 True
5912 | 5912 | 0.9988 True
--------------------------------------------------------------------------------
[1875/3000] Train loss: 0.00024, Valid loss: 0.00019, Elapsed_time: 513.54210
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4295 | 4295 | 0.9994 True
0998 | 0998 | 0.9982 True
--------------------------------------------------------------------------------
[1880/3000] Train loss: 0.00018, Valid loss: 0.00019, Elapsed_time: 514.79702
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2917 | 2917 | 0.9991 True
9589 | 9589 | 0.9993 True
--------------------------------------------------------------------------------
[1885/3000] Train loss: 0.00018, Valid loss: 0.00019, Elapsed_time: 516.09621
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5912 | 5912 | 0.9988 True
5013 | 5013 | 0.9993 True
--------------------------------------------------------------------------------
[1890/3000] Train loss: 0.00019, Valid loss: 0.00017, Elapsed_time: 517.66758
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9797 | 9797 | 0.9992 True
1516 | 1516 | 0.9980 True
--------------------------------------------------------------------------------
[1895/3000] Train loss: 0.00017, Valid loss: 0.00020, Elapsed_time: 518.95665
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7933 | 7933 | 0.8628 True
9332 | 9332 | 0.9993 True
--------------------------------------------------------------------------------
[1900/3000] Train loss: 0.00019, Valid loss: 0.00018, Elapsed_time: 520.30386
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2853 | 2853 | 0.9992 True
4450 | 4450 | 0.7470 True
--------------------------------------------------------------------------------
[1905/3000] Train loss: 0.00016, Valid loss: 0.00018, Elapsed_time: 521.60037
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4816 | 4816 | 0.9984 True
7730 | 7730 | 0.7435 True
--------------------------------------------------------------------------------
[1910/3000] Train loss: 0.00018, Valid loss: 0.00018, Elapsed_time: 522.88466
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9545 | 9545 | 0.9994 True
3250 | 3250 | 0.9942 True
--------------------------------------------------------------------------------
[1915/3000] Train loss: 0.00016, Valid loss: 0.00017, Elapsed_time: 524.22525
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5708 | 5708 | 0.9994 True
7654 | 7654 | 0.9941 True
--------------------------------------------------------------------------------
[1920/3000] Train loss: 0.00016, Valid loss: 0.00016, Elapsed_time: 525.86151
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2878 | 2878 | 0.9997 True
9922 | 9922 | 0.6719 True
--------------------------------------------------------------------------------
[1925/3000] Train loss: 0.00018, Valid loss: 0.00016, Elapsed_time: 527.14326
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0083 | 0083 | 0.8959 True
4786 | 4786 | 0.9995 True
--------------------------------------------------------------------------------
[1930/3000] Train loss: 0.00015, Valid loss: 0.00016, Elapsed_time: 528.46476
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2358 | 2358 | 0.9985 True
8051 | 8051 | 0.9987 True
--------------------------------------------------------------------------------
[1935/3000] Train loss: 0.00017, Valid loss: 0.00016, Elapsed_time: 529.77907
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4695 | 4695 | 0.9984 True
2605 | 2605 | 0.9989 True
--------------------------------------------------------------------------------
[1940/3000] Train loss: 0.00015, Valid loss: 0.00015, Elapsed_time: 531.11592
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0311 | 0311 | 0.4669 True
7893 | 7893 | 0.9990 True
--------------------------------------------------------------------------------
[1945/3000] Train loss: 0.00014, Valid loss: 0.00015, Elapsed_time: 532.40064
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5708 | 5708 | 0.9994 True
1936 | 1936 | 0.9993 True
--------------------------------------------------------------------------------
[1950/3000] Train loss: 0.00014, Valid loss: 0.00015, Elapsed_time: 533.70641
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2016 | 2016 | 0.9993 True
6711 | 6711 | 0.5620 True
--------------------------------------------------------------------------------
[1955/3000] Train loss: 0.00014, Valid loss: 0.00015, Elapsed_time: 535.36697
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2070 | 2070 | 0.9992 True
6078 | 6078 | 0.9998 True
--------------------------------------------------------------------------------
[1960/3000] Train loss: 0.00015, Valid loss: 0.00014, Elapsed_time: 536.66651
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5067 | 5067 | 0.9989 True
8067 | 8067 | 0.9989 True
--------------------------------------------------------------------------------
[1965/3000] Train loss: 0.00014, Valid loss: 0.00015, Elapsed_time: 538.00339
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0589 | 0589 | 0.9995 True
7654 | 7654 | 0.9946 True
--------------------------------------------------------------------------------
[1970/3000] Train loss: 0.00015, Valid loss: 0.00014, Elapsed_time: 539.32905
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2605 | 2605 | 0.9990 True
8476 | 8476 | 0.9994 True
--------------------------------------------------------------------------------
[1975/3000] Train loss: 0.00014, Valid loss: 0.00014, Elapsed_time: 540.63123
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0998 | 0998 | 0.9984 True
4018 | 4018 | 0.9996 True
--------------------------------------------------------------------------------
[1980/3000] Train loss: 0.00016, Valid loss: 0.00014, Elapsed_time: 541.88899
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9490 | 9490 | 0.9992 True
6972 | 6972 | 0.9994 True
--------------------------------------------------------------------------------
[1985/3000] Train loss: 0.00012, Valid loss: 0.00014, Elapsed_time: 543.51016
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7435 | 7435 | 0.9995 True
4313 | 4313 | 0.9979 True
--------------------------------------------------------------------------------
[1990/3000] Train loss: 0.00012, Valid loss: 0.00013, Elapsed_time: 544.83722
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0187 | 0187 | 0.9987 True
7993 | 7993 | 0.9998 True
--------------------------------------------------------------------------------
[1995/3000] Train loss: 0.00013, Valid loss: 0.00013, Elapsed_time: 546.13889
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2985 | 2985 | 0.9997 True
4374 | 4374 | 0.9982 True
--------------------------------------------------------------------------------
[2000/3000] Train loss: 0.00014, Valid loss: 0.00013, Elapsed_time: 547.47921
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4846 | 4846 | 0.9997 True
5218 | 5218 | 0.9998 True
--------------------------------------------------------------------------------
[2005/3000] Train loss: 0.00013, Valid loss: 0.00012, Elapsed_time: 548.78058
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1432 | 1432 | 0.9994 True
2016 | 2016 | 0.9994 True
--------------------------------------------------------------------------------
[2010/3000] Train loss: 0.00012, Valid loss: 0.00013, Elapsed_time: 550.07326
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8005 | 8005 | 0.9990 True
9300 | 9300 | 0.6920 True
--------------------------------------------------------------------------------
[2015/3000] Train loss: 0.00016, Valid loss: 0.00012, Elapsed_time: 551.33678
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5827 | 5827 | 0.9995 True
9148 | 9148 | 0.9996 True
--------------------------------------------------------------------------------
[2020/3000] Train loss: 0.00012, Valid loss: 0.00012, Elapsed_time: 552.90191
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3854 | 3854 | 0.9824 True
6323 | 6323 | 0.9998 True
--------------------------------------------------------------------------------
[2025/3000] Train loss: 0.00011, Valid loss: 0.00012, Elapsed_time: 554.20625
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2492 | 2492 | 0.9997 True
0439 | 0439 | 0.9994 True
--------------------------------------------------------------------------------
[2030/3000] Train loss: 0.00014, Valid loss: 0.00012, Elapsed_time: 555.45380
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8303 | 8303 | 0.9995 True
6730 | 6730 | 0.9990 True
--------------------------------------------------------------------------------
[2035/3000] Train loss: 0.00012, Valid loss: 0.00012, Elapsed_time: 556.72213
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3031 | 3031 | 0.9994 True
4816 | 4816 | 0.9990 True
--------------------------------------------------------------------------------
[2040/3000] Train loss: 0.00012, Valid loss: 0.00012, Elapsed_time: 557.95642
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5720 | 5720 | 0.9989 True
6391 | 6391 | 0.9998 True
--------------------------------------------------------------------------------
[2045/3000] Train loss: 0.00012, Valid loss: 0.00013, Elapsed_time: 559.23569
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4048 | 4048 | 0.9997 True
7933 | 7933 | 0.8504 True
--------------------------------------------------------------------------------
[2050/3000] Train loss: 0.00037, Valid loss: 0.00013, Elapsed_time: 560.82131
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2981 | 2981 | 0.9997 True
4383 | 4383 | 0.9995 True
--------------------------------------------------------------------------------
[2055/3000] Train loss: 0.00013, Valid loss: 0.00013, Elapsed_time: 562.13464
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4450 | 4450 | 0.7617 True
3389 | 3389 | 0.8684 True
--------------------------------------------------------------------------------
[2060/3000] Train loss: 0.00012, Valid loss: 0.00013, Elapsed_time: 563.39185
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4044 | 4044 | 0.7033 True
3929 | 3929 | 0.9997 True
--------------------------------------------------------------------------------
[2065/3000] Train loss: 0.00012, Valid loss: 0.00012, Elapsed_time: 564.68029
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2605 | 2605 | 0.9993 True
2981 | 2981 | 0.9997 True
--------------------------------------------------------------------------------
[2070/3000] Train loss: 0.00017, Valid loss: 0.00013, Elapsed_time: 565.96679
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6381 | 6381 | 0.9997 True
7747 | 7747 | 0.9435 True
--------------------------------------------------------------------------------
[2075/3000] Train loss: 0.00013, Valid loss: 0.00012, Elapsed_time: 567.26617
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1516 | 1516 | 0.9992 True
8170 | 8170 | 0.9991 True
--------------------------------------------------------------------------------
[2080/3000] Train loss: 0.12425, Valid loss: 0.04862, Elapsed_time: 568.81747
Current_accuracy : 95.500, Current_norm_ED : 0.9888
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5720 | 5720 | 0.9933 True
6275 | 6275 | 0.9988 True
--------------------------------------------------------------------------------
[2085/3000] Train loss: 0.03293, Valid loss: 0.02505, Elapsed_time: 570.10244
Current_accuracy : 96.000, Current_norm_ED : 0.9918
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0839 | 0839 | 0.9248 True
6711 | 6711 | 0.7619 True
--------------------------------------------------------------------------------
[2090/3000] Train loss: 0.00625, Valid loss: 0.00051, Elapsed_time: 571.38566
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7731 | 7731 | 0.9522 True
2981 | 2981 | 0.9977 True
--------------------------------------------------------------------------------
[2095/3000] Train loss: 0.00127, Valid loss: 0.00036, Elapsed_time: 572.69022
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2282 | 2282 | 0.4381 True
5493 | 5493 | 0.9991 True
--------------------------------------------------------------------------------
[2100/3000] Train loss: 0.00038, Valid loss: 0.00029, Elapsed_time: 574.01559
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8785 | 8785 | 0.9993 True
4908 | 4908 | 0.9987 True
--------------------------------------------------------------------------------
[2105/3000] Train loss: 0.00079, Valid loss: 0.00035, Elapsed_time: 575.29397
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2985 | 2985 | 0.9996 True
6381 | 6381 | 0.9997 True
--------------------------------------------------------------------------------
[2110/3000] Train loss: 0.00032, Valid loss: 0.00028, Elapsed_time: 576.59011
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2140 | 2140 | 0.9950 True
1772 | 1772 | 0.9982 True
--------------------------------------------------------------------------------
[2115/3000] Train loss: 0.00035, Valid loss: 0.00025, Elapsed_time: 578.16422
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1432 | 1432 | 0.9990 True
9754 | 9754 | 0.9873 True
--------------------------------------------------------------------------------
[2120/3000] Train loss: 0.00028, Valid loss: 0.00023, Elapsed_time: 579.51857
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1432 | 1432 | 0.9990 True
0834 | 0834 | 0.9888 True
--------------------------------------------------------------------------------
[2125/3000] Train loss: 0.00029, Valid loss: 0.00022, Elapsed_time: 580.83049
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9490 | 9490 | 0.9984 True
2981 | 2981 | 0.9997 True
--------------------------------------------------------------------------------
[2130/3000] Train loss: 0.00026, Valid loss: 0.00021, Elapsed_time: 582.14491
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0279 | 0279 | 0.9988 True
7435 | 7435 | 0.9995 True
--------------------------------------------------------------------------------
[2135/3000] Train loss: 0.00020, Valid loss: 0.00021, Elapsed_time: 583.43818
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5912 | 5912 | 0.9973 True
9184 | 9184 | 0.9994 True
--------------------------------------------------------------------------------
[2140/3000] Train loss: 0.00022, Valid loss: 0.00019, Elapsed_time: 584.70179
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5183 | 5183 | 0.9994 True
4695 | 4695 | 0.9990 True
--------------------------------------------------------------------------------
[2145/3000] Train loss: 0.00025, Valid loss: 0.00018, Elapsed_time: 586.24179
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6248 | 6248 | 0.9995 True
1667 | 1667 | 0.9977 True
--------------------------------------------------------------------------------
[2150/3000] Train loss: 0.01812, Valid loss: 0.00024, Elapsed_time: 587.56128
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0132 | 0132 | 0.9988 True
7655 | 7655 | 0.6308 True
--------------------------------------------------------------------------------
[2155/3000] Train loss: 0.00024, Valid loss: 0.00020, Elapsed_time: 588.88807
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3563 | 3563 | 0.9989 True
4048 | 4048 | 0.9990 True
--------------------------------------------------------------------------------
[2160/3000] Train loss: 0.00024, Valid loss: 0.00021, Elapsed_time: 590.15957
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1936 | 1936 | 0.9720 True
7730 | 7730 | 0.5238 True
--------------------------------------------------------------------------------
[2165/3000] Train loss: 0.00027, Valid loss: 0.00018, Elapsed_time: 591.42373
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0083 | 0083 | 0.8026 True
2282 | 2282 | 0.5801 True
--------------------------------------------------------------------------------
[2170/3000] Train loss: 0.00021, Valid loss: 0.00019, Elapsed_time: 592.68995
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6026 | 6026 | 0.9988 True
9054 | 9054 | 0.9861 True
--------------------------------------------------------------------------------
[2175/3000] Train loss: 0.00021, Valid loss: 0.00018, Elapsed_time: 593.96779
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9995 True
1936 | 1936 | 0.9783 True
--------------------------------------------------------------------------------
[2180/3000] Train loss: 0.00021, Valid loss: 0.00018, Elapsed_time: 595.54653
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 2886 | 0.9994 True
4841 | 4841 | 0.9993 True
--------------------------------------------------------------------------------
[2185/3000] Train loss: 0.00019, Valid loss: 0.00017, Elapsed_time: 596.83055
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6381 | 6381 | 0.9997 True
5634 | 5634 | 0.9990 True
--------------------------------------------------------------------------------
[2190/3000] Train loss: 0.00021, Valid loss: 0.00017, Elapsed_time: 598.10660
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1516 | 1516 | 0.9883 True
3389 | 3389 | 0.8870 True
--------------------------------------------------------------------------------
[2195/3000] Train loss: 0.01437, Valid loss: 0.00179, Elapsed_time: 599.40692
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8476 | 8476 | 0.9982 True
4018 | 4018 | 0.9882 True
--------------------------------------------------------------------------------
[2200/3000] Train loss: 0.03870, Valid loss: 0.01170, Elapsed_time: 600.72488
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1040 | 1040 | 0.9982 True
4313 | 4313 | 0.9976 True
--------------------------------------------------------------------------------
[2205/3000] Train loss: 0.00230, Valid loss: 0.00937, Elapsed_time: 602.02802
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2078 | 2078 | 0.9995 True
6591 | 6591 | 0.9996 True
--------------------------------------------------------------------------------
[2210/3000] Train loss: 0.00071, Valid loss: 0.02122, Elapsed_time: 603.62245
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2521 | 2521 | 0.9997 True
9922 | 9922 | 0.4075 True
--------------------------------------------------------------------------------
[2215/3000] Train loss: 0.00561, Valid loss: 0.00056, Elapsed_time: 604.89981
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9807 | 9807 | 0.9979 True
5863 | 5863 | 0.9985 True
--------------------------------------------------------------------------------
[2220/3000] Train loss: 0.00047, Valid loss: 0.00041, Elapsed_time: 606.23707
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4242 | 4242 | 0.9957 True
5504 | 5504 | 0.9454 True
--------------------------------------------------------------------------------
[2225/3000] Train loss: 0.00043, Valid loss: 0.00033, Elapsed_time: 607.57819
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2492 | 2492 | 0.9977 True
9300 | 9300 | 0.6820 True
--------------------------------------------------------------------------------
[2230/3000] Train loss: 0.09082, Valid loss: 0.00233, Elapsed_time: 608.89646
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1195 | 1195 | 0.4645 True
9139 | 9139 | 0.9994 True
--------------------------------------------------------------------------------
[2235/3000] Train loss: 0.00062, Valid loss: 0.00077, Elapsed_time: 610.18144
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5145 | 5145 | 0.9991 True
7157 | 7157 | 0.9956 True
--------------------------------------------------------------------------------
[2240/3000] Train loss: 0.00044, Valid loss: 0.00067, Elapsed_time: 611.77408
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7595 | 7595 | 0.9992 True
7744 | 7744 | 0.5215 True
--------------------------------------------------------------------------------
[2245/3000] Train loss: 0.00077, Valid loss: 0.00046, Elapsed_time: 613.11149
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6014 | 6014 | 0.9960 True
8811 | 8811 | 0.3690 True
--------------------------------------------------------------------------------
[2250/3000] Train loss: 0.00044, Valid loss: 0.00035, Elapsed_time: 614.47105
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8476 | 8476 | 0.9986 True
7435 | 7435 | 0.9992 True
--------------------------------------------------------------------------------
[2255/3000] Train loss: 0.00034, Valid loss: 0.00031, Elapsed_time: 615.80480
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3854 | 3854 | 0.9760 True
8521 | 8521 | 0.9988 True
--------------------------------------------------------------------------------
[2260/3000] Train loss: 0.00065, Valid loss: 0.00032, Elapsed_time: 617.08856
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6078 | 6078 | 0.9996 True
2468 | 2468 | 0.9325 True
--------------------------------------------------------------------------------
[2265/3000] Train loss: 0.00028, Valid loss: 0.00037, Elapsed_time: 618.37543
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4432 | 4432 | 0.9488 True
9436 | 9436 | 0.9864 True
--------------------------------------------------------------------------------
[2270/3000] Train loss: 0.00030, Valid loss: 0.00027, Elapsed_time: 619.66949
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1667 | 1667 | 0.9978 True
5218 | 5218 | 0.9997 True
--------------------------------------------------------------------------------
[2275/3000] Train loss: 0.00025, Valid loss: 0.00028, Elapsed_time: 621.31876
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6325 | 6325 | 0.9998 True
4242 | 4242 | 0.9982 True
--------------------------------------------------------------------------------
[2280/3000] Train loss: 0.00037, Valid loss: 0.00024, Elapsed_time: 622.60956
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5218 | 5218 | 0.9997 True
7993 | 7993 | 0.9988 True
--------------------------------------------------------------------------------
[2285/3000] Train loss: 0.00023, Valid loss: 0.00022, Elapsed_time: 624.08300
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4379 | 4379 | 0.9984 True
8521 | 8521 | 0.9992 True
--------------------------------------------------------------------------------
[2290/3000] Train loss: 0.00022, Valid loss: 0.00021, Elapsed_time: 625.54497
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9922 | 9922 | 0.6254 True
0839 | 0839 | 0.9958 True
--------------------------------------------------------------------------------
[2295/3000] Train loss: 0.00019, Valid loss: 0.00019, Elapsed_time: 626.90981
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8902 | 8902 | 0.9992 True
9030 | 9030 | 0.9991 True
--------------------------------------------------------------------------------
[2300/3000] Train loss: 0.00022, Valid loss: 0.00019, Elapsed_time: 628.27243
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1667 | 1667 | 0.9982 True
7408 | 7408 | 0.9993 True
--------------------------------------------------------------------------------
[2305/3000] Train loss: 0.00022, Valid loss: 0.00019, Elapsed_time: 629.87611
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0589 | 0589 | 0.9991 True
5904 | 5904 | 0.9993 True
--------------------------------------------------------------------------------
[2310/3000] Train loss: 0.00017, Valid loss: 0.00018, Elapsed_time: 631.17733
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3191 | 3191 | 0.9996 True
4677 | 4677 | 0.5388 True
--------------------------------------------------------------------------------
[2315/3000] Train loss: 0.00018, Valid loss: 0.00019, Elapsed_time: 632.55568
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0998 | 0998 | 0.9978 True
3250 | 3250 | 0.9906 True
--------------------------------------------------------------------------------
[2320/3000] Train loss: 0.00017, Valid loss: 0.00017, Elapsed_time: 633.94313
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1195 | 1195 | 0.8259 True
2468 | 2468 | 0.9760 True
--------------------------------------------------------------------------------
[2325/3000] Train loss: 0.00019, Valid loss: 0.00015, Elapsed_time: 635.24156
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4295 | 4295 | 0.9995 True
0691 | 0691 | 0.9675 True
--------------------------------------------------------------------------------
[2330/3000] Train loss: 0.00015, Valid loss: 0.00016, Elapsed_time: 636.52619
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0649 | 0649 | 0.9652 True
3312 | 3312 | 0.3984 True
--------------------------------------------------------------------------------
[2335/3000] Train loss: 0.00026, Valid loss: 0.00015, Elapsed_time: 637.80283
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9740 | 9740 | 0.9984 True
4841 | 4841 | 0.9993 True
--------------------------------------------------------------------------------
[2340/3000] Train loss: 0.00016, Valid loss: 0.00016, Elapsed_time: 639.42177
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3563 | 3563 | 0.9995 True
5504 | 5504 | 0.9297 True
--------------------------------------------------------------------------------
[2345/3000] Train loss: 0.00015, Valid loss: 0.00015, Elapsed_time: 640.70743
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9083 | 9083 | 0.9995 True
9030 | 9030 | 0.9993 True
--------------------------------------------------------------------------------
[2350/3000] Train loss: 0.00014, Valid loss: 0.00014, Elapsed_time: 642.01719
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0786 | 0786 | 0.9991 True
5145 | 5145 | 0.9994 True
--------------------------------------------------------------------------------
[2355/3000] Train loss: 0.00016, Valid loss: 0.00014, Elapsed_time: 643.31284
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4908 | 4908 | 0.9988 True
2016 | 2016 | 0.9978 True
--------------------------------------------------------------------------------
[2360/3000] Train loss: 0.00016, Valid loss: 0.00014, Elapsed_time: 644.63463
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4018 | 4018 | 0.9996 True
5904 | 5904 | 0.9995 True
--------------------------------------------------------------------------------
[2365/3000] Train loss: 0.00014, Valid loss: 0.00015, Elapsed_time: 645.94057
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4816 | 4816 | 0.9890 True
9011 | 9011 | 0.5871 True
--------------------------------------------------------------------------------
[2370/3000] Train loss: 0.00016, Valid loss: 0.00013, Elapsed_time: 647.51144
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9993 True
9005 | 9005 | 0.9992 True
--------------------------------------------------------------------------------
[2375/3000] Train loss: 0.00012, Valid loss: 0.00012, Elapsed_time: 648.84752
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7475 | 7475 | 0.9995 True
9589 | 9589 | 0.9995 True
--------------------------------------------------------------------------------
[2380/3000] Train loss: 0.00015, Valid loss: 0.00012, Elapsed_time: 650.11195
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6747 | 6747 | 0.9991 True
6248 | 6248 | 0.9997 True
--------------------------------------------------------------------------------
[2385/3000] Train loss: 0.00012, Valid loss: 0.00012, Elapsed_time: 651.40888
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2917 | 2917 | 0.9994 True
1636 | 1636 | 0.9872 True
--------------------------------------------------------------------------------
[2390/3000] Train loss: 0.00012, Valid loss: 0.00012, Elapsed_time: 652.72255
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9089 | 9089 | 0.9996 True
3854 | 3854 | 0.9928 True
--------------------------------------------------------------------------------
[2395/3000] Train loss: 0.00013, Valid loss: 0.00011, Elapsed_time: 654.05693
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 0439 | 0.9994 True
7408 | 7408 | 0.9996 True
--------------------------------------------------------------------------------
[2400/3000] Train loss: 0.00018, Valid loss: 0.00011, Elapsed_time: 655.65127
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9083 | 9083 | 0.9996 True
4295 | 4295 | 0.9996 True
--------------------------------------------------------------------------------
[2405/3000] Train loss: 0.00012, Valid loss: 0.00011, Elapsed_time: 656.92475
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5464 | 5464 | 0.9992 True
6325 | 6325 | 0.9999 True
--------------------------------------------------------------------------------
[2410/3000] Train loss: 0.00013, Valid loss: 0.00011, Elapsed_time: 658.20969
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5504 | 5504 | 0.9741 True
6972 | 6972 | 0.9995 True
--------------------------------------------------------------------------------
[2415/3000] Train loss: 0.00010, Valid loss: 0.00012, Elapsed_time: 659.52050
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2917 | 2917 | 0.9995 True
9148 | 9148 | 0.9997 True
--------------------------------------------------------------------------------
[2420/3000] Train loss: 0.00011, Valid loss: 0.00011, Elapsed_time: 660.82223
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6325 | 6325 | 0.9999 True
8892 | 8892 | 0.4435 True
--------------------------------------------------------------------------------
[2425/3000] Train loss: 0.00010, Valid loss: 0.00012, Elapsed_time: 662.10580
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6591 | 6591 | 0.9998 True
3279 | 3279 | 0.9980 True
--------------------------------------------------------------------------------
[2430/3000] Train loss: 0.00011, Valid loss: 0.00011, Elapsed_time: 663.38589
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5493 | 5493 | 0.9997 True
0439 | 0439 | 0.9994 True
--------------------------------------------------------------------------------
[2435/3000] Train loss: 0.00010, Valid loss: 0.00011, Elapsed_time: 664.96609
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6825 | 6825 | 0.9995 True
5493 | 5493 | 0.9997 True
--------------------------------------------------------------------------------
[2440/3000] Train loss: 0.00011, Valid loss: 0.00010, Elapsed_time: 666.33154
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7475 | 7475 | 0.9996 True
5183 | 5183 | 0.9996 True
--------------------------------------------------------------------------------
[2445/3000] Train loss: 0.00010, Valid loss: 0.00011, Elapsed_time: 667.59463
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3250 | 3250 | 0.9952 True
9725 | 9725 | 0.9999 True
--------------------------------------------------------------------------------
[2450/3000] Train loss: 0.00011, Valid loss: 0.00010, Elapsed_time: 668.86624
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8858 | 8858 | 0.9113 True
2867 | 2867 | 0.9996 True
--------------------------------------------------------------------------------
[2455/3000] Train loss: 0.00010, Valid loss: 0.00010, Elapsed_time: 670.18793
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9970 | 9970 | 0.9585 True
8521 | 8521 | 0.9997 True
--------------------------------------------------------------------------------
[2460/3000] Train loss: 0.00011, Valid loss: 0.00010, Elapsed_time: 671.49741
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9011 | 9011 | 0.6773 True
0839 | 0839 | 0.9978 True
--------------------------------------------------------------------------------
[2465/3000] Train loss: 0.00011, Valid loss: 0.00011, Elapsed_time: 673.09708
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4450 | 4450 | 0.9498 True
3982 | 3982 | 0.9998 True
--------------------------------------------------------------------------------
[2470/3000] Train loss: 0.00009, Valid loss: 0.00010, Elapsed_time: 674.47764
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5013 | 5013 | 0.9997 True
0589 | 0589 | 0.9995 True
--------------------------------------------------------------------------------
[2475/3000] Train loss: 0.00010, Valid loss: 0.00011, Elapsed_time: 675.81784
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2117 | 2117 | 0.9994 True
7893 | 7893 | 0.9989 True
--------------------------------------------------------------------------------
[2480/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 677.13982
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7157 | 7157 | 0.9974 True
6747 | 6747 | 0.9995 True
--------------------------------------------------------------------------------
[2485/3000] Train loss: 0.00010, Valid loss: 0.00010, Elapsed_time: 678.44427
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0187 | 0187 | 0.9994 True
9089 | 9089 | 0.9997 True
--------------------------------------------------------------------------------
[2490/3000] Train loss: 0.00010, Valid loss: 0.00010, Elapsed_time: 679.77554
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1870 | 1870 | 0.9994 True
9490 | 9490 | 0.9995 True
--------------------------------------------------------------------------------
[2495/3000] Train loss: 0.00010, Valid loss: 0.00010, Elapsed_time: 681.09127
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6591 | 6591 | 0.9998 True
6711 | 6711 | 0.3848 True
--------------------------------------------------------------------------------
[2500/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 682.73320
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2981 | 2981 | 0.9998 True
4786 | 4786 | 0.9995 True
--------------------------------------------------------------------------------
[2505/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 684.09842
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8892 | 8892 | 0.3518 True
5912 | 5912 | 0.9993 True
--------------------------------------------------------------------------------
[2510/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 685.44286
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6730 | 6730 | 0.9995 True
9139 | 9139 | 0.9997 True
--------------------------------------------------------------------------------
[2515/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 686.77343
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7744 | 7744 | 0.2822 True
7933 | 7933 | 0.9620 True
--------------------------------------------------------------------------------
[2520/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 688.12568
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6730 | 6730 | 0.9995 True
4383 | 4383 | 0.9997 True
--------------------------------------------------------------------------------
[2525/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 689.42686
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5493 | 5493 | 0.9997 True
8303 | 8303 | 0.9997 True
--------------------------------------------------------------------------------
[2530/3000] Train loss: 0.00014, Valid loss: 0.00009, Elapsed_time: 691.06390
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0839 | 0839 | 0.9987 True
7051 | 7051 | 0.9990 True
--------------------------------------------------------------------------------
[2535/3000] Train loss: 0.00008, Valid loss: 0.00008, Elapsed_time: 692.44617
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1616 | 1616 | 0.9946 True
4786 | 4786 | 0.9996 True
--------------------------------------------------------------------------------
[2540/3000] Train loss: 0.00008, Valid loss: 0.00008, Elapsed_time: 693.77719
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9997 True
3031 | 3031 | 0.9996 True
--------------------------------------------------------------------------------
[2545/3000] Train loss: 0.00009, Valid loss: 0.00008, Elapsed_time: 695.10964
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4432 | 4432 | 0.8699 True
2282 | 2282 | 0.7336 True
--------------------------------------------------------------------------------
[2550/3000] Train loss: 0.00011, Valid loss: 0.00008, Elapsed_time: 696.43437
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2981 | 2981 | 0.9998 True
1636 | 1636 | 0.9920 True
--------------------------------------------------------------------------------
[2555/3000] Train loss: 0.00008, Valid loss: 0.00008, Elapsed_time: 697.73585
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5183 | 5183 | 0.9997 True
5493 | 5493 | 0.9997 True
--------------------------------------------------------------------------------
[2560/3000] Train loss: 0.06059, Valid loss: 0.19550, Elapsed_time: 699.34551
Current_accuracy : 89.500, Current_norm_ED : 0.9738
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3031 | 3031 | 0.9995 True
0146 | 0146 | 0.9972 True
--------------------------------------------------------------------------------
[2565/3000] Train loss: 0.00023, Valid loss: 0.00010, Elapsed_time: 700.72376
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2521 | 2521 | 0.9998 True
8194 | 8194 | 0.9997 True
--------------------------------------------------------------------------------
[2570/3000] Train loss: 0.00009, Valid loss: 0.00010, Elapsed_time: 702.00913
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9030 | 9030 | 0.9995 True
8892 | 8892 | 0.7108 True
--------------------------------------------------------------------------------
[2575/3000] Train loss: 0.00010, Valid loss: 0.00009, Elapsed_time: 703.31997
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3019 | 3019 | 0.9997 True
4242 | 4242 | 0.9996 True
--------------------------------------------------------------------------------
[2580/3000] Train loss: 0.00010, Valid loss: 0.00009, Elapsed_time: 704.60457
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7655 | 7655 | 0.8324 True
3308 | 3308 | 0.7213 True
--------------------------------------------------------------------------------
[2585/3000] Train loss: 0.00011, Valid loss: 0.00010, Elapsed_time: 705.92354
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4677 | 4677 | 0.8540 True
4974 | 4974 | 0.9992 True
--------------------------------------------------------------------------------
[2590/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 707.19453
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5904 | 5904 | 0.9997 True
6825 | 6825 | 0.9996 True
--------------------------------------------------------------------------------
[2595/3000] Train loss: 0.00031, Valid loss: 0.00009, Elapsed_time: 708.72274
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9184 | 9184 | 0.9997 True
8811 | 8811 | 0.7853 True
--------------------------------------------------------------------------------
[2600/3000] Train loss: 0.00011, Valid loss: 0.00009, Elapsed_time: 710.05553
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9154 | 9154 | 0.9941 True
4242 | 4242 | 0.9996 True
--------------------------------------------------------------------------------
[2605/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 711.33561
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0261 | 0261 | 0.9989 True
7157 | 7157 | 0.9974 True
--------------------------------------------------------------------------------
[2610/3000] Train loss: 0.00014, Valid loss: 0.00009, Elapsed_time: 712.62991
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5708 | 5708 | 0.9994 True
7435 | 7435 | 0.9996 True
--------------------------------------------------------------------------------
[2615/3000] Train loss: 0.00010, Valid loss: 0.00009, Elapsed_time: 713.95166
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6373 | 6373 | 0.9999 True
8939 | 8939 | 0.9985 True
--------------------------------------------------------------------------------
[2620/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 715.26940
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6462 | 6462 | 0.9997 True
5634 | 5634 | 0.9995 True
--------------------------------------------------------------------------------
[2625/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 716.87139
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1936 | 1936 | 0.9939 True
6060 | 6060 | 0.9995 True
--------------------------------------------------------------------------------
[2630/3000] Train loss: 0.00008, Valid loss: 0.00009, Elapsed_time: 718.19330
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0035 | 0035 | 0.8031 True
7719 | 7719 | 0.8975 True
--------------------------------------------------------------------------------
[2635/3000] Train loss: 0.00011, Valid loss: 0.00008, Elapsed_time: 719.45920
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8005 | 8005 | 0.9992 True
4242 | 4242 | 0.9997 True
--------------------------------------------------------------------------------
[2640/3000] Train loss: 0.00008, Valid loss: 0.00008, Elapsed_time: 720.73850
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4383 | 4383 | 0.9997 True
4295 | 4295 | 0.9994 True
--------------------------------------------------------------------------------
[2645/3000] Train loss: 0.00008, Valid loss: 0.00008, Elapsed_time: 721.98319
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9997 True
9490 | 9490 | 0.9995 True
--------------------------------------------------------------------------------
[2650/3000] Train loss: 0.00009, Valid loss: 0.00008, Elapsed_time: 723.25032
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1516 | 1516 | 0.9908 True
9300 | 9300 | 0.7287 True
--------------------------------------------------------------------------------
[2655/3000] Train loss: 0.00009, Valid loss: 0.00008, Elapsed_time: 724.51954
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2345 | 2345 | 0.9989 True
5904 | 5904 | 0.9997 True
--------------------------------------------------------------------------------
[2660/3000] Train loss: 0.00010, Valid loss: 0.00007, Elapsed_time: 726.11544
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0649 | 0649 | 0.9708 True
9083 | 9083 | 0.9997 True
--------------------------------------------------------------------------------
[2665/3000] Train loss: 0.00009, Valid loss: 0.00008, Elapsed_time: 727.41141
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3929 | 3929 | 0.9998 True
0439 | 0439 | 0.9996 True
--------------------------------------------------------------------------------
[2670/3000] Train loss: 0.00008, Valid loss: 0.00008, Elapsed_time: 728.74197
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3250 | 3250 | 0.9959 True
9030 | 9030 | 0.9996 True
--------------------------------------------------------------------------------
[2675/3000] Train loss: 0.00007, Valid loss: 0.00007, Elapsed_time: 730.01166
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1155 | 1155 | 0.4900 True
5078 | 5078 | 0.9998 True
--------------------------------------------------------------------------------
[2680/3000] Train loss: 0.00007, Valid loss: 0.00007, Elapsed_time: 731.27483
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9922 | 9922 | 0.7264 True
3305 | 3305 | 0.5662 True
--------------------------------------------------------------------------------
[2685/3000] Train loss: 0.00007, Valid loss: 0.00007, Elapsed_time: 732.52305
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1195 | 1195 | 0.9713 True
4295 | 4295 | 0.9995 True
--------------------------------------------------------------------------------
[2690/3000] Train loss: 0.00029, Valid loss: 0.00009, Elapsed_time: 734.09088
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8892 | 8892 | 0.4956 True
4313 | 4313 | 0.9992 True
--------------------------------------------------------------------------------
[2695/3000] Train loss: 0.00033, Valid loss: 0.00011, Elapsed_time: 735.44604
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8811 | 8811 | 0.9181 True
0834 | 0834 | 0.9992 True
--------------------------------------------------------------------------------
[2700/3000] Train loss: 0.00010, Valid loss: 0.00009, Elapsed_time: 736.76345
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6078 | 6078 | 0.9998 True
4242 | 4242 | 0.9997 True
--------------------------------------------------------------------------------
[2705/3000] Train loss: 0.00008, Valid loss: 0.00009, Elapsed_time: 738.07396
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8811 | 8811 | 0.9230 True
9332 | 9332 | 0.9996 True
--------------------------------------------------------------------------------
[2710/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 739.34258
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3389 | 3389 | 0.8178 True
2878 | 2878 | 0.9999 True
--------------------------------------------------------------------------------
[2715/3000] Train loss: 0.00009, Valid loss: 0.00009, Elapsed_time: 740.61011
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7731 | 7731 | 0.6128 True
6591 | 6591 | 0.9999 True
--------------------------------------------------------------------------------
[2720/3000] Train loss: 0.00007, Valid loss: 0.00008, Elapsed_time: 742.21079
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5634 | 5634 | 0.9996 True
6825 | 6825 | 0.9996 True
--------------------------------------------------------------------------------
[2725/3000] Train loss: 0.00007, Valid loss: 0.00008, Elapsed_time: 743.50008
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4816 | 4816 | 0.9962 True
7654 | 7654 | 0.9931 True
--------------------------------------------------------------------------------
[2730/3000] Train loss: 0.00008, Valid loss: 0.00011, Elapsed_time: 744.76927
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3389 | 3389 | 0.8393 True
9332 | 9332 | 0.9997 True
--------------------------------------------------------------------------------
[2735/3000] Train loss: 0.00007, Valid loss: 0.00010, Elapsed_time: 746.07588
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4383 | 4383 | 0.9997 True
4318 | 4318 | 0.9998 True
--------------------------------------------------------------------------------
[2740/3000] Train loss: 0.00006, Valid loss: 0.00008, Elapsed_time: 747.42213
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0839 | 0839 | 0.9991 True
0439 | 0439 | 0.9996 True
--------------------------------------------------------------------------------
[2745/3000] Train loss: 0.00007, Valid loss: 0.00008, Elapsed_time: 748.72482
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0035 | 0035 | 0.8654 True
5827 | 5827 | 0.9997 True
--------------------------------------------------------------------------------
[2750/3000] Train loss: 0.00010, Valid loss: 0.00008, Elapsed_time: 749.98243
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1849 | 1849 | 0.9995 True
0146 | 0146 | 0.9989 True
--------------------------------------------------------------------------------
[2755/3000] Train loss: 0.00008, Valid loss: 0.00008, Elapsed_time: 751.53296
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1616 | 1616 | 0.9945 True
2070 | 2070 | 0.9998 True
--------------------------------------------------------------------------------
[2760/3000] Train loss: 0.00007, Valid loss: 0.00007, Elapsed_time: 752.86941
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9184 | 9184 | 0.9998 True
3308 | 3308 | 0.7844 True
--------------------------------------------------------------------------------
[2765/3000] Train loss: 0.00007, Valid loss: 0.00007, Elapsed_time: 754.16667
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7595 | 7595 | 0.9996 True
0604 | 0604 | 0.9583 True
--------------------------------------------------------------------------------
[2770/3000] Train loss: 0.00006, Valid loss: 0.00008, Elapsed_time: 755.43279
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9054 | 9054 | 0.9941 True
4018 | 4018 | 0.9997 True
--------------------------------------------------------------------------------
[2775/3000] Train loss: 0.00007, Valid loss: 0.00008, Elapsed_time: 756.68079
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0649 | 0649 | 0.9813 True
2981 | 2981 | 0.9998 True
--------------------------------------------------------------------------------
[2780/3000] Train loss: 0.00007, Valid loss: 0.00008, Elapsed_time: 757.92821
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6730 | 6730 | 0.9996 True
3854 | 3854 | 0.9915 True
--------------------------------------------------------------------------------
[2785/3000] Train loss: 0.00012, Valid loss: 0.00007, Elapsed_time: 759.53359
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4450 | 4450 | 0.8551 True
0839 | 0839 | 0.9992 True
--------------------------------------------------------------------------------
[2790/3000] Train loss: 0.00006, Valid loss: 0.00008, Elapsed_time: 760.85573
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7595 | 7595 | 0.9995 True
8902 | 8902 | 0.9997 True
--------------------------------------------------------------------------------
[2795/3000] Train loss: 0.00007, Valid loss: 0.00008, Elapsed_time: 762.11557
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3854 | 3854 | 0.9950 True
4374 | 4374 | 0.9994 True
--------------------------------------------------------------------------------
[2800/3000] Train loss: 0.00006, Valid loss: 0.00007, Elapsed_time: 763.38892
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5493 | 5493 | 0.9998 True
9807 | 9807 | 0.9996 True
--------------------------------------------------------------------------------
[2805/3000] Train loss: 0.00007, Valid loss: 0.00007, Elapsed_time: 764.64133
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1636 | 1636 | 0.9943 True
7744 | 7744 | 0.4796 True
--------------------------------------------------------------------------------
[2810/3000] Train loss: 0.00008, Valid loss: 0.00007, Elapsed_time: 765.92852
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8303 | 8303 | 0.9998 True
3305 | 3305 | 0.7070 True
--------------------------------------------------------------------------------
[2815/3000] Train loss: 0.00013, Valid loss: 0.00008, Elapsed_time: 767.15443
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9998 True
6711 | 6711 | 0.4878 True
--------------------------------------------------------------------------------
[2820/3000] Train loss: 0.00006, Valid loss: 0.00008, Elapsed_time: 768.78487
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3305 | 3305 | 0.6996 True
6591 | 6591 | 0.9999 True
--------------------------------------------------------------------------------
[2825/3000] Train loss: 0.00009, Valid loss: 0.00007, Elapsed_time: 770.05868
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3019 | 3019 | 0.9997 True
6747 | 6747 | 0.9997 True
--------------------------------------------------------------------------------
[2830/3000] Train loss: 0.00006, Valid loss: 0.00008, Elapsed_time: 771.32237
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6323 | 6323 | 0.9999 True
4450 | 4450 | 0.9027 True
--------------------------------------------------------------------------------
[2835/3000] Train loss: 0.00006, Valid loss: 0.00007, Elapsed_time: 772.62052
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4318 | 4318 | 0.9998 True
3326 | 3326 | 0.8093 True
--------------------------------------------------------------------------------
[2840/3000] Train loss: 0.00006, Valid loss: 0.00007, Elapsed_time: 773.90201
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5912 | 5912 | 0.9996 True
0691 | 0691 | 0.9697 True
--------------------------------------------------------------------------------
[2845/3000] Train loss: 0.00006, Valid loss: 0.00007, Elapsed_time: 775.15734
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7278 | 7278 | 0.9997 True
2867 | 2867 | 0.9997 True
--------------------------------------------------------------------------------
[2850/3000] Train loss: 0.00008, Valid loss: 0.00007, Elapsed_time: 776.75049
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9332 | 9332 | 0.9997 True
7654 | 7654 | 0.9962 True
--------------------------------------------------------------------------------
[2855/3000] Train loss: 0.00005, Valid loss: 0.00007, Elapsed_time: 778.05157
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2282 | 2282 | 0.7219 True
1772 | 1772 | 0.9992 True
--------------------------------------------------------------------------------
[2860/3000] Train loss: 0.00006, Valid loss: 0.00006, Elapsed_time: 779.35851
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 9589 | 0.9997 True
2985 | 2985 | 0.9999 True
--------------------------------------------------------------------------------
[2865/3000] Train loss: 0.00007, Valid loss: 0.00006, Elapsed_time: 780.65062
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9998 True
5187 | 5187 | 0.9998 True
--------------------------------------------------------------------------------
[2870/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 781.95173
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8170 | 8170 | 0.9996 True
6711 | 6711 | 0.4922 True
--------------------------------------------------------------------------------
[2875/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 783.25539
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8939 | 8939 | 0.9997 True
7731 | 7731 | 0.5362 True
--------------------------------------------------------------------------------
[2880/3000] Train loss: 0.00013, Valid loss: 0.00006, Elapsed_time: 784.87057
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6972 | 6972 | 0.9997 True
1616 | 1616 | 0.9948 True
--------------------------------------------------------------------------------
[2885/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 786.21137
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6462 | 6462 | 0.9997 True
1018 | 1018 | 0.9997 True
--------------------------------------------------------------------------------
[2890/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 787.51006
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4374 | 4374 | 0.9994 True
8902 | 8902 | 0.9997 True
--------------------------------------------------------------------------------
[2895/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 788.79992
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5708 | 5708 | 0.9998 True
2468 | 2468 | 0.9807 True
--------------------------------------------------------------------------------
[2900/3000] Train loss: 0.00006, Valid loss: 0.00006, Elapsed_time: 790.07556
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4295 | 4295 | 0.9997 True
1772 | 1772 | 0.9992 True
--------------------------------------------------------------------------------
[2905/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 791.35623
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0604 | 0604 | 0.9690 True
8170 | 8170 | 0.9996 True
--------------------------------------------------------------------------------
[2910/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 792.64263
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4432 | 4432 | 0.8931 True
2078 | 2078 | 0.9999 True
--------------------------------------------------------------------------------
[2915/3000] Train loss: 0.00006, Valid loss: 0.00005, Elapsed_time: 794.25357
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5863 | 5863 | 0.9998 True
4044 | 4044 | 0.9314 True
--------------------------------------------------------------------------------
[2920/3000] Train loss: 0.00006, Valid loss: 0.00006, Elapsed_time: 795.52104
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1667 | 1667 | 0.9995 True
1772 | 1772 | 0.9993 True
--------------------------------------------------------------------------------
[2925/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 796.87954
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8521 | 8521 | 0.9998 True
3563 | 3563 | 0.9998 True
--------------------------------------------------------------------------------
[2930/3000] Train loss: 0.00005, Valid loss: 0.00006, Elapsed_time: 798.28740
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6381 | 6381 | 0.9998 True
2886 | 2886 | 0.9997 True
--------------------------------------------------------------------------------
[2935/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 799.66079
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0691 | 0691 | 0.9742 True
3854 | 3854 | 0.9944 True
--------------------------------------------------------------------------------
[2940/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 800.99437
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2605 | 2605 | 0.9996 True
9030 | 9030 | 0.9997 True
--------------------------------------------------------------------------------
[2945/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 802.73426
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9807 | 9807 | 0.9996 True
5183 | 5183 | 0.9998 True
--------------------------------------------------------------------------------
[2950/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 804.25373
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5504 | 5504 | 0.9660 True
7893 | 7893 | 0.9996 True
--------------------------------------------------------------------------------
[2955/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 805.55481
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2078 | 2078 | 0.9999 True
9011 | 9011 | 0.9173 True
--------------------------------------------------------------------------------
[2960/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 806.81779
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4432 | 4432 | 0.8901 True
9139 | 9139 | 0.9998 True
--------------------------------------------------------------------------------
[2965/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 808.08648
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5053 | 5053 | 0.9994 True
7435 | 7435 | 0.9998 True
--------------------------------------------------------------------------------
[2970/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 809.35951
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0035 | 0035 | 0.8669 True
3305 | 3305 | 0.7164 True
--------------------------------------------------------------------------------
[2975/3000] Train loss: 0.00006, Valid loss: 0.00005, Elapsed_time: 810.65453
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3148 | 3148 | 0.9999 True
1636 | 1636 | 0.9950 True
--------------------------------------------------------------------------------
[2980/3000] Train loss: 0.00004, Valid loss: 0.00006, Elapsed_time: 812.27088
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1616 | 1616 | 0.9957 True
7747 | 7747 | 0.9438 True
--------------------------------------------------------------------------------
[2985/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 813.56970
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4786 | 4786 | 0.9997 True
8170 | 8170 | 0.9996 True
--------------------------------------------------------------------------------
[2990/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 814.86227
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2140 | 2140 | 0.9994 True
3854 | 3854 | 0.9943 True
--------------------------------------------------------------------------------
[2995/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 816.16475
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9332 | 9332 | 0.9998 True
2521 | 2521 | 0.9999 True
--------------------------------------------------------------------------------
[3000/3000] Train loss: 0.00005, Valid loss: 0.00005, Elapsed_time: 817.40344
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8902 | 8902 | 0.9997 True
6026 | 6026 | 0.9999 True
--------------------------------------------------------------------------------
[5/3000] Train loss: 6.54556, Valid loss: 4.13282, Elapsed_time: 2.87853
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7993 | | 0.0000 False
6078 | | 0.0000 False
--------------------------------------------------------------------------------
[10/3000] Train loss: 3.30745, Valid loss: 2.72563, Elapsed_time: 5.16939
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5904 | | 0.0664 False
6972 | | 0.0272 False
--------------------------------------------------------------------------------
[15/3000] Train loss: 3.17064, Valid loss: 2.71883, Elapsed_time: 6.49437
Current_accuracy : 0.000, Current_norm_ED : 0.0025
Best_accuracy : 0.000, Best_norm_ED : 0.0025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7475 | | 0.0085 False
1475 | | 0.0006 False
--------------------------------------------------------------------------------
[20/3000] Train loss: 2.96811, Valid loss: 2.89856, Elapsed_time: 8.05673
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5218 | | 0.0872 False
1195 | | 0.0747 False
--------------------------------------------------------------------------------
[25/3000] Train loss: 3.01149, Valid loss: 2.67304, Elapsed_time: 9.37506
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9329 | | 0.0007 False
8005 | | 0.0011 False
--------------------------------------------------------------------------------
[30/3000] Train loss: 2.88677, Valid loss: 2.63932, Elapsed_time: 10.69164
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1155 | | 0.0088 False
5013 | | 0.0114 False
--------------------------------------------------------------------------------
[35/3000] Train loss: 2.59889, Valid loss: 2.69788, Elapsed_time: 12.63532
Current_accuracy : 0.000, Current_norm_ED : 0.0312
Best_accuracy : 0.000, Best_norm_ED : 0.0312
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1772 | | 0.0036 False
7435 | 7 | 0.0047 False
--------------------------------------------------------------------------------
[40/3000] Train loss: 2.56150, Valid loss: 2.65074, Elapsed_time: 14.35885
Current_accuracy : 0.000, Current_norm_ED : 0.0500
Best_accuracy : 0.000, Best_norm_ED : 0.0500
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4786 | 1 | 0.0026 False
9184 | 77 | 0.0017 False
--------------------------------------------------------------------------------
[45/3000] Train loss: 2.60548, Valid loss: 2.61616, Elapsed_time: 16.20238
Current_accuracy : 0.000, Current_norm_ED : 0.0250
Best_accuracy : 0.000, Best_norm_ED : 0.0500
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7731 | 71 | 0.0028 False
9300 | 7 | 0.0030 False
--------------------------------------------------------------------------------
[50/3000] Train loss: 2.52760, Valid loss: 2.55916, Elapsed_time: 17.65588
Current_accuracy : 0.000, Current_norm_ED : 0.1800
Best_accuracy : 0.000, Best_norm_ED : 0.1800
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7731 | 211 | 0.0003 False
9011 | 90 | 0.0008 False
--------------------------------------------------------------------------------
[55/3000] Train loss: 2.65629, Valid loss: 2.86045, Elapsed_time: 19.31567
Current_accuracy : 0.000, Current_norm_ED : 0.0312
Best_accuracy : 0.000, Best_norm_ED : 0.1800
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3854 | | 0.0085 False
3279 | | 0.0184 False
--------------------------------------------------------------------------------
[5/3000] Train loss: 5.89852, Valid loss: 3.78872, Elapsed_time: 2.30624
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5065 | | 0.0000 False
3019 | | 0.0000 False
--------------------------------------------------------------------------------
[10/3000] Train loss: 3.24859, Valid loss: 2.83243, Elapsed_time: 4.53929
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | | 0.0145 False
3563 | | 0.1224 False
--------------------------------------------------------------------------------
[15/3000] Train loss: 3.06139, Valid loss: 2.68709, Elapsed_time: 5.77592
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5504 | | 0.0080 False
8170 | | 0.0086 False
--------------------------------------------------------------------------------
[20/3000] Train loss: 3.02220, Valid loss: 2.71449, Elapsed_time: 6.98269
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0839 | | 0.0288 False
6060 | | 0.0387 False
--------------------------------------------------------------------------------
[25/3000] Train loss: 2.71295, Valid loss: 2.66412, Elapsed_time: 8.18621
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0279 | | 0.0017 False
7051 | | 0.0025 False
--------------------------------------------------------------------------------
[30/3000] Train loss: 2.78686, Valid loss: 3.11456, Elapsed_time: 9.38612
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7278 | | 0.1379 False
9011 | | 0.1211 False
--------------------------------------------------------------------------------
[35/3000] Train loss: 2.87797, Valid loss: 2.83211, Elapsed_time: 11.30693
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7022 | | 0.0165 False
0083 | | 0.0547 False
--------------------------------------------------------------------------------
[40/3000] Train loss: 3.08150, Valid loss: 3.00922, Elapsed_time: 12.52560
Current_accuracy : 0.000, Current_norm_ED : 0.1037
Best_accuracy : 0.000, Best_norm_ED : 0.1037
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6747 | 7 | 0.0000 False
6060 | 1 | 0.0002 False
--------------------------------------------------------------------------------
[45/3000] Train loss: 2.87592, Valid loss: 2.78133, Elapsed_time: 14.06946
Current_accuracy : 0.000, Current_norm_ED : 0.0612
Best_accuracy : 0.000, Best_norm_ED : 0.1037
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7747 | 2 | 0.0023 False
7730 | | 0.0049 False
--------------------------------------------------------------------------------
[50/3000] Train loss: 2.90009, Valid loss: 2.83211, Elapsed_time: 15.34256
Current_accuracy : 0.000, Current_norm_ED : 0.1487
Best_accuracy : 0.000, Best_norm_ED : 0.1487
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3148 | 831 | 0.0001 False
1432 | 06 | 0.0000 False
--------------------------------------------------------------------------------
[55/3000] Train loss: 2.73737, Valid loss: 2.73656, Elapsed_time: 16.94703
Current_accuracy : 0.000, Current_norm_ED : 0.1300
Best_accuracy : 0.000, Best_norm_ED : 0.1487
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5464 | 9 | 0.0010 False
5013 | 9 | 0.0010 False
--------------------------------------------------------------------------------
[60/3000] Train loss: 2.82978, Valid loss: 2.72438, Elapsed_time: 18.19224
Current_accuracy : 0.000, Current_norm_ED : 0.1525
Best_accuracy : 0.000, Best_norm_ED : 0.1525
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3074 | 7889 | 0.0000 False
2521 | 89 | 0.0002 False
--------------------------------------------------------------------------------
[65/3000] Train loss: 2.60041, Valid loss: 2.64922, Elapsed_time: 20.06882
Current_accuracy : 0.000, Current_norm_ED : 0.1588
Best_accuracy : 0.000, Best_norm_ED : 0.1588
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1040 | 77 | 0.0016 False
1018 | 0771 | 0.0005 False
--------------------------------------------------------------------------------
[70/3000] Train loss: 2.56564, Valid loss: 2.85167, Elapsed_time: 21.80348
Current_accuracy : 0.000, Current_norm_ED : 0.1200
Best_accuracy : 0.000, Best_norm_ED : 0.1588
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3854 | 7160 | 0.0047 False
5977 | 060 | 0.0034 False
--------------------------------------------------------------------------------
[75/3000] Train loss: 2.61797, Valid loss: 2.59000, Elapsed_time: 23.11360
Current_accuracy : 0.000, Current_norm_ED : 0.1575
Best_accuracy : 0.000, Best_norm_ED : 0.1588
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 716 | 0.0010 False
5013 | 716 | 0.0009 False
--------------------------------------------------------------------------------
[80/3000] Train loss: 2.63962, Valid loss: 2.52664, Elapsed_time: 24.41800
Current_accuracy : 0.000, Current_norm_ED : 0.1862
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0035 | 07 | 0.0005 False
5145 | 358 | 0.0006 False
--------------------------------------------------------------------------------
[85/3000] Train loss: 2.75190, Valid loss: 3.01223, Elapsed_time: 25.94654
Current_accuracy : 0.000, Current_norm_ED : 0.0825
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5977 | | 0.0434 False
0839 | 5 | 0.0208 False
--------------------------------------------------------------------------------
[90/3000] Train loss: 2.80104, Valid loss: 2.65419, Elapsed_time: 27.11966
Current_accuracy : 0.000, Current_norm_ED : 0.1450
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1849 | 95 | 0.0016 False
9725 | 95 | 0.0010 False
--------------------------------------------------------------------------------
[95/3000] Train loss: 2.71196, Valid loss: 2.81886, Elapsed_time: 28.35888
Current_accuracy : 0.000, Current_norm_ED : 0.1325
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0146 | 93 | 0.0098 False
8030 | 99 | 0.0030 False
--------------------------------------------------------------------------------
[100/3000] Train loss: 2.80000, Valid loss: 2.66891, Elapsed_time: 29.95763
Current_accuracy : 0.000, Current_norm_ED : 0.1537
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1155 | 985 | 0.0004 False
2262 | 215 | 0.0002 False
--------------------------------------------------------------------------------
[105/3000] Train loss: 2.73079, Valid loss: 2.58154, Elapsed_time: 31.18609
Current_accuracy : 0.000, Current_norm_ED : 0.1425
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1195 | 1705 | 0.0005 False
5904 | 005 | 0.0004 False
--------------------------------------------------------------------------------
[110/3000] Train loss: 2.51839, Valid loss: 2.60678, Elapsed_time: 32.44234
Current_accuracy : 0.000, Current_norm_ED : 0.1275
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5863 | 2327 | 0.0011 False
4379 | 36 | 0.0007 False
--------------------------------------------------------------------------------
[115/3000] Train loss: 2.64087, Valid loss: 2.65503, Elapsed_time: 33.72453
Current_accuracy : 0.000, Current_norm_ED : 0.1550
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8839 | 151 | 0.0002 False
9970 | 3646 | 0.0003 False
--------------------------------------------------------------------------------
[120/3000] Train loss: 2.57109, Valid loss: 2.69885, Elapsed_time: 34.98213
Current_accuracy : 0.000, Current_norm_ED : 0.1437
Best_accuracy : 0.000, Best_norm_ED : 0.1862
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0187 | 08 | 0.0011 False
4695 | 07 | 0.0013 False
--------------------------------------------------------------------------------
[125/3000] Train loss: 2.50666, Valid loss: 2.43969, Elapsed_time: 36.20505
Current_accuracy : 0.000, Current_norm_ED : 0.2050
Best_accuracy : 0.000, Best_norm_ED : 0.2050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1667 | 907 | 0.0010 False
3250 | 958 | 0.0007 False
--------------------------------------------------------------------------------
[130/3000] Train loss: 2.50070, Valid loss: 2.50595, Elapsed_time: 38.55750
Current_accuracy : 0.000, Current_norm_ED : 0.1450
Best_accuracy : 0.000, Best_norm_ED : 0.2050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9436 | 920 | 0.0003 False
8785 | 2757 | 0.0006 False
--------------------------------------------------------------------------------
[135/3000] Train loss: 2.50763, Valid loss: 2.44167, Elapsed_time: 39.85999
Current_accuracy : 0.000, Current_norm_ED : 0.1787
Best_accuracy : 0.000, Best_norm_ED : 0.2050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7654 | 7820 | 0.0005 False
1040 | 7880 | 0.0008 False
--------------------------------------------------------------------------------
[140/3000] Train loss: 2.38042, Valid loss: 2.40523, Elapsed_time: 41.13626
Current_accuracy : 0.000, Current_norm_ED : 0.1725
Best_accuracy : 0.000, Best_norm_ED : 0.2050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2521 | 351 | 0.0004 False
6373 | 391 | 0.0024 False
--------------------------------------------------------------------------------
[145/3000] Train loss: 2.39513, Valid loss: 2.33400, Elapsed_time: 42.45994
Current_accuracy : 0.000, Current_norm_ED : 0.2025
Best_accuracy : 0.000, Best_norm_ED : 0.2050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2886 | 98 | 0.0009 False
8005 | 985 | 0.0013 False
--------------------------------------------------------------------------------
[150/3000] Train loss: 2.37062, Valid loss: 2.39093, Elapsed_time: 43.74492
Current_accuracy : 0.000, Current_norm_ED : 0.1737
Best_accuracy : 0.000, Best_norm_ED : 0.2050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9807 | 2552 | 0.0005 False
9922 | 2552 | 0.0005 False
--------------------------------------------------------------------------------
[155/3000] Train loss: 2.34044, Valid loss: 2.32996, Elapsed_time: 45.01630
Current_accuracy : 0.000, Current_norm_ED : 0.1975
Best_accuracy : 0.000, Best_norm_ED : 0.2050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2358 | 2779 | 0.0013 False
5863 | 0561 | 0.0005 False
--------------------------------------------------------------------------------
[160/3000] Train loss: 2.45040, Valid loss: 2.33922, Elapsed_time: 46.63451
Current_accuracy : 0.500, Current_norm_ED : 0.2250
Best_accuracy : 0.500, Best_norm_ED : 0.2250
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3982 | 901 | 0.0003 False
3019 | 901 | 0.0003 False
--------------------------------------------------------------------------------
[165/3000] Train loss: 2.31655, Valid loss: 2.43956, Elapsed_time: 48.58915
Current_accuracy : 0.000, Current_norm_ED : 0.2162
Best_accuracy : 0.500, Best_norm_ED : 0.2250
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2262 | 274 | 0.0023 False
5013 | 209 | 0.0004 False
--------------------------------------------------------------------------------
[170/3000] Train loss: 2.37315, Valid loss: 2.32664, Elapsed_time: 49.88467
Current_accuracy : 0.000, Current_norm_ED : 0.1950
Best_accuracy : 0.500, Best_norm_ED : 0.2250
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2878 | 328 | 0.0032 False
4846 | 386 | 0.0042 False
--------------------------------------------------------------------------------
[175/3000] Train loss: 2.22100, Valid loss: 2.32009, Elapsed_time: 51.17020
Current_accuracy : 0.000, Current_norm_ED : 0.2213
Best_accuracy : 0.500, Best_norm_ED : 0.2250
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7730 | 955 | 0.0005 False
9490 | 954 | 0.0040 False
--------------------------------------------------------------------------------
[180/3000] Train loss: 2.24609, Valid loss: 2.40567, Elapsed_time: 52.44177
Current_accuracy : 0.000, Current_norm_ED : 0.1988
Best_accuracy : 0.500, Best_norm_ED : 0.2250
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0035 | 94 | 0.0072 False
6730 | 7156 | 0.0003 False
--------------------------------------------------------------------------------
[185/3000] Train loss: 2.20872, Valid loss: 2.19965, Elapsed_time: 53.73395
Current_accuracy : 0.000, Current_norm_ED : 0.2650
Best_accuracy : 0.500, Best_norm_ED : 0.2650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4374 | 314 | 0.0098 False
0132 | 611 | 0.0078 False
--------------------------------------------------------------------------------
[190/3000] Train loss: 2.19817, Valid loss: 2.22963, Elapsed_time: 55.28374
Current_accuracy : 0.000, Current_norm_ED : 0.2525
Best_accuracy : 0.500, Best_norm_ED : 0.2650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2282 | 261 | 0.0131 False
3389 | 181 | 0.0007 False
--------------------------------------------------------------------------------
[195/3000] Train loss: 2.07321, Valid loss: 2.44027, Elapsed_time: 56.82514
Current_accuracy : 0.000, Current_norm_ED : 0.2100
Best_accuracy : 0.500, Best_norm_ED : 0.2650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 2061 | 0.0006 False
0311 | 931 | 0.0248 False
--------------------------------------------------------------------------------
[200/3000] Train loss: 2.17463, Valid loss: 2.24108, Elapsed_time: 58.12097
Current_accuracy : 0.000, Current_norm_ED : 0.2075
Best_accuracy : 0.500, Best_norm_ED : 0.2650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7022 | 7923 | 0.0089 False
5634 | 344 | 0.0198 False
--------------------------------------------------------------------------------
[205/3000] Train loss: 2.09697, Valid loss: 2.13108, Elapsed_time: 59.39867
Current_accuracy : 0.500, Current_norm_ED : 0.2750
Best_accuracy : 0.500, Best_norm_ED : 0.2750
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8170 | 6776 | 0.0101 False
1082 | 353 | 0.0004 False
--------------------------------------------------------------------------------
[210/3000] Train loss: 2.10823, Valid loss: 2.63291, Elapsed_time: 60.94735
Current_accuracy : 0.000, Current_norm_ED : 0.1963
Best_accuracy : 0.500, Best_norm_ED : 0.2750
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5904 | 0141 | 0.0134 False
2468 | 819 | 0.0003 False
--------------------------------------------------------------------------------
[215/3000] Train loss: 2.16930, Valid loss: 2.00661, Elapsed_time: 62.18205
Current_accuracy : 2.000, Current_norm_ED : 0.2762
Best_accuracy : 2.000, Best_norm_ED : 0.2762
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2262 | 703 | 0.0260 False
8170 | 5178 | 0.0066 False
--------------------------------------------------------------------------------
[220/3000] Train loss: 2.02125, Valid loss: 1.94572, Elapsed_time: 63.97804
Current_accuracy : 0.500, Current_norm_ED : 0.3425
Best_accuracy : 2.000, Best_norm_ED : 0.3425
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6747 | 232 | 0.0007 False
1475 | 232 | 0.0007 False
--------------------------------------------------------------------------------
[225/3000] Train loss: 2.03829, Valid loss: 2.00639, Elapsed_time: 65.84241
Current_accuracy : 0.500, Current_norm_ED : 0.3000
Best_accuracy : 2.000, Best_norm_ED : 0.3425
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9030 | 929 | 0.0201 False
6825 | 925 | 0.0235 False
--------------------------------------------------------------------------------
[230/3000] Train loss: 1.93499, Valid loss: 1.98069, Elapsed_time: 67.07984
Current_accuracy : 0.500, Current_norm_ED : 0.3200
Best_accuracy : 2.000, Best_norm_ED : 0.3425
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1667 | 1807 | 0.0156 False
7435 | 7814 | 0.0155 False
--------------------------------------------------------------------------------
[235/3000] Train loss: 2.08139, Valid loss: 1.87415, Elapsed_time: 68.32581
Current_accuracy : 1.500, Current_norm_ED : 0.3725
Best_accuracy : 2.000, Best_norm_ED : 0.3725
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7993 | 209 | 0.0004 False
4677 | 167 | 0.0337 False
--------------------------------------------------------------------------------
[240/3000] Train loss: 1.90247, Valid loss: 2.06179, Elapsed_time: 69.84640
Current_accuracy : 0.500, Current_norm_ED : 0.2850
Best_accuracy : 2.000, Best_norm_ED : 0.3725
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7278 | 719 | 0.0167 False
9184 | 974 | 0.0233 False
--------------------------------------------------------------------------------
[245/3000] Train loss: 1.87580, Valid loss: 2.03537, Elapsed_time: 71.53276
Current_accuracy : 1.500, Current_norm_ED : 0.3212
Best_accuracy : 2.000, Best_norm_ED : 0.3725
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6462 | 8453 | 0.0332 False
7993 | 701 | 0.0004 False
--------------------------------------------------------------------------------
[250/3000] Train loss: 1.85324, Valid loss: 2.08306, Elapsed_time: 72.81062
Current_accuracy : 1.500, Current_norm_ED : 0.3187
Best_accuracy : 2.000, Best_norm_ED : 0.3725
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9490 | 990 | 0.0240 False
4677 | 101 | 0.0347 False
--------------------------------------------------------------------------------
[255/3000] Train loss: 1.87343, Valid loss: 1.91560, Elapsed_time: 74.06155
Current_accuracy : 1.000, Current_norm_ED : 0.3412
Best_accuracy : 2.000, Best_norm_ED : 0.3725
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0439 | 3829 | 0.0422 False
1849 | 1848 | 0.0149 False
--------------------------------------------------------------------------------
[260/3000] Train loss: 1.78856, Valid loss: 1.80148, Elapsed_time: 75.62254
Current_accuracy : 3.500, Current_norm_ED : 0.3850
Best_accuracy : 3.500, Best_norm_ED : 0.3850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1849 | 180 | 0.0369 False
2070 | 7020 | 0.0181 False
--------------------------------------------------------------------------------
[265/3000] Train loss: 1.69736, Valid loss: 1.72722, Elapsed_time: 77.47290
Current_accuracy : 5.500, Current_norm_ED : 0.3962
Best_accuracy : 5.500, Best_norm_ED : 0.3962
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4816 | 4816 | 0.0724 True
6711 | 4554 | 0.0003 False
--------------------------------------------------------------------------------
[270/3000] Train loss: 1.55580, Valid loss: 1.79173, Elapsed_time: 79.33534
Current_accuracy : 4.500, Current_norm_ED : 0.4088
Best_accuracy : 5.500, Best_norm_ED : 0.4088
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9148 | 5148 | 0.1040 False
9922 | 954 | 0.0004 False
--------------------------------------------------------------------------------
[275/3000] Train loss: 1.55136, Valid loss: 1.62634, Elapsed_time: 80.89569
Current_accuracy : 9.000, Current_norm_ED : 0.4763
Best_accuracy : 9.000, Best_norm_ED : 0.4763
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5904 | 984 | 0.1416 False
9011 | 505 | 0.0016 False
--------------------------------------------------------------------------------
[280/3000] Train loss: 1.52223, Valid loss: 1.76612, Elapsed_time: 82.64195
Current_accuracy : 5.500, Current_norm_ED : 0.3738
Best_accuracy : 9.000, Best_norm_ED : 0.4763
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9154 | 0154 | 0.0837 False
8902 | 002 | 0.0707 False
--------------------------------------------------------------------------------
[5/3000] Train loss: 7.72343, Valid loss: 3.45671, Elapsed_time: 2.26104
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7781 | | 0.0002 False
7295 | | 0.0005 False
--------------------------------------------------------------------------------
[10/3000] Train loss: 2.98522, Valid loss: 3.00398, Elapsed_time: 4.46877
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3723 | | 0.0004 False
6919 | | 0.0000 False
--------------------------------------------------------------------------------
[15/3000] Train loss: 2.89008, Valid loss: 2.86664, Elapsed_time: 5.67641
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5529 | | 0.0422 False
5812 | | 0.0793 False
--------------------------------------------------------------------------------
[20/3000] Train loss: 3.00324, Valid loss: 2.67952, Elapsed_time: 6.88800
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | | 0.0076 False
9442 | | 0.0036 False
--------------------------------------------------------------------------------
[25/3000] Train loss: 2.71760, Valid loss: 2.68095, Elapsed_time: 8.50232
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8872 | | 0.0098 False
1156 | | 0.0076 False
--------------------------------------------------------------------------------
[30/3000] Train loss: 2.75165, Valid loss: 2.67260, Elapsed_time: 9.65924
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5239 | | 0.0008 False
9046 | | 0.0003 False
--------------------------------------------------------------------------------
[35/3000] Train loss: 2.67240, Valid loss: 2.70873, Elapsed_time: 11.52636
Current_accuracy : 0.000, Current_norm_ED : 0.0013
Best_accuracy : 0.000, Best_norm_ED : 0.0013
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1346 | | 0.0110 False
0663 | | 0.0055 False
--------------------------------------------------------------------------------
[40/3000] Train loss: 2.78391, Valid loss: 2.66339, Elapsed_time: 13.01985
Current_accuracy : 0.000, Current_norm_ED : 0.1175
Best_accuracy : 0.000, Best_norm_ED : 0.1175
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 11 | 0.0004 False
1737 | 11 | 0.0008 False
--------------------------------------------------------------------------------
[45/3000] Train loss: 2.62681, Valid loss: 2.66627, Elapsed_time: 14.51443
Current_accuracy : 0.000, Current_norm_ED : 0.0938
Best_accuracy : 0.000, Best_norm_ED : 0.1175
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6914 | 31 | 0.0006 False
9046 | 0 | 0.0106 False
--------------------------------------------------------------------------------
[50/3000] Train loss: 2.58961, Valid loss: 2.62098, Elapsed_time: 15.69104
Current_accuracy : 0.000, Current_norm_ED : 0.1187
Best_accuracy : 0.000, Best_norm_ED : 0.1187
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 1 | 0.0048 False
9139 | 38 | 0.0008 False
--------------------------------------------------------------------------------
[55/3000] Train loss: 2.70855, Valid loss: 2.87846, Elapsed_time: 17.25361
Current_accuracy : 0.000, Current_norm_ED : 0.1412
Best_accuracy : 0.000, Best_norm_ED : 0.1412
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6919 | 64 | 0.0001 False
3297 | 464 | 0.0002 False
--------------------------------------------------------------------------------
[60/3000] Train loss: 2.72490, Valid loss: 2.60710, Elapsed_time: 18.81391
Current_accuracy : 0.000, Current_norm_ED : 0.1450
Best_accuracy : 0.000, Best_norm_ED : 0.1450
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 5 | 0.0091 False
0567 | 25 | 0.0010 False
--------------------------------------------------------------------------------
[65/3000] Train loss: 2.54024, Valid loss: 2.62109, Elapsed_time: 21.01090
Current_accuracy : 0.000, Current_norm_ED : 0.1450
Best_accuracy : 0.000, Best_norm_ED : 0.1450
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 91 | 0.0029 False
6313 | 51 | 0.0010 False
--------------------------------------------------------------------------------
[70/3000] Train loss: 2.59774, Valid loss: 2.49689, Elapsed_time: 22.35791
Current_accuracy : 0.000, Current_norm_ED : 0.1688
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8773 | 98 | 0.0004 False
3297 | 73 | 0.0006 False
--------------------------------------------------------------------------------
[75/3000] Train loss: 2.60475, Valid loss: 3.46342, Elapsed_time: 23.99386
Current_accuracy : 0.000, Current_norm_ED : 0.0725
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 40 | 0.0014 False
2742 | 350 | 0.0014 False
--------------------------------------------------------------------------------
[80/3000] Train loss: 2.72589, Valid loss: 2.68166, Elapsed_time: 25.29963
Current_accuracy : 0.000, Current_norm_ED : 0.1275
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4952 | 869 | 0.0004 False
9267 | 105 | 0.0004 False
--------------------------------------------------------------------------------
[85/3000] Train loss: 2.63020, Valid loss: 2.68659, Elapsed_time: 26.57217
Current_accuracy : 0.000, Current_norm_ED : 0.1187
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8834 | 989 | 0.0011 False
4569 | 9 | 0.0024 False
--------------------------------------------------------------------------------
[90/3000] Train loss: 2.81178, Valid loss: 2.96463, Elapsed_time: 27.82718
Current_accuracy : 0.000, Current_norm_ED : 0.1237
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0228 | 1889 | 0.0004 False
2665 | 189 | 0.0001 False
--------------------------------------------------------------------------------
[95/3000] Train loss: 2.62285, Valid loss: 2.65450, Elapsed_time: 29.07497
Current_accuracy : 0.000, Current_norm_ED : 0.1350
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7875 | 5124 | 0.0008 False
3590 | 12 | 0.0011 False
--------------------------------------------------------------------------------
[100/3000] Train loss: 2.65847, Valid loss: 2.71183, Elapsed_time: 30.74010
Current_accuracy : 0.000, Current_norm_ED : 0.1462
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 5384 | 0.0000 False
2321 | 567 | 0.0002 False
--------------------------------------------------------------------------------
[105/3000] Train loss: 2.61751, Valid loss: 2.67920, Elapsed_time: 32.05070
Current_accuracy : 0.000, Current_norm_ED : 0.1325
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3560 | 969 | 0.0023 False
3389 | 355 | 0.0006 False
--------------------------------------------------------------------------------
[110/3000] Train loss: 2.57666, Valid loss: 2.57370, Elapsed_time: 33.34908
Current_accuracy : 0.000, Current_norm_ED : 0.1450
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4066 | 3938 | 0.0007 False
5165 | 338 | 0.0007 False
--------------------------------------------------------------------------------
[115/3000] Train loss: 2.63644, Valid loss: 2.62846, Elapsed_time: 34.65540
Current_accuracy : 0.000, Current_norm_ED : 0.1400
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0702 | 350 | 0.0002 False
4638 | 869 | 0.0006 False
--------------------------------------------------------------------------------
[120/3000] Train loss: 2.52137, Valid loss: 2.60593, Elapsed_time: 35.97115
Current_accuracy : 0.000, Current_norm_ED : 0.1412
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8168 | 6 | 0.0037 False
9163 | 694 | 0.0009 False
--------------------------------------------------------------------------------
[125/3000] Train loss: 2.50216, Valid loss: 2.53769, Elapsed_time: 37.24055
Current_accuracy : 0.000, Current_norm_ED : 0.1475
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0907 | 664 | 0.0021 False
6937 | 664 | 0.0020 False
--------------------------------------------------------------------------------
[130/3000] Train loss: 2.61556, Valid loss: 2.58665, Elapsed_time: 38.86241
Current_accuracy : 0.000, Current_norm_ED : 0.1512
Best_accuracy : 0.000, Best_norm_ED : 0.1688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1796 | 3669 | 0.0019 False
8290 | 669 | 0.0051 False
--------------------------------------------------------------------------------
[135/3000] Train loss: 2.44414, Valid loss: 2.52973, Elapsed_time: 40.66560
Current_accuracy : 0.000, Current_norm_ED : 0.1825
Best_accuracy : 0.000, Best_norm_ED : 0.1825
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0631 | 671 | 0.0021 False
0298 | 469 | 0.0037 False
--------------------------------------------------------------------------------
[140/3000] Train loss: 2.46754, Valid loss: 2.45600, Elapsed_time: 42.25162
Current_accuracy : 0.000, Current_norm_ED : 0.1737
Best_accuracy : 0.000, Best_norm_ED : 0.1825
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8907 | 081 | 0.0013 False
7822 | 13 | 0.0008 False
--------------------------------------------------------------------------------
[145/3000] Train loss: 2.44046, Valid loss: 2.44580, Elapsed_time: 43.57420
Current_accuracy : 0.000, Current_norm_ED : 0.1613
Best_accuracy : 0.000, Best_norm_ED : 0.1825
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4962 | 317 | 0.0003 False
3560 | 548 | 0.0012 False
--------------------------------------------------------------------------------
[150/3000] Train loss: 2.39012, Valid loss: 2.62250, Elapsed_time: 44.85689
Current_accuracy : 0.000, Current_norm_ED : 0.1537
Best_accuracy : 0.000, Best_norm_ED : 0.1825
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5890 | 5924 | 0.0006 False
0340 | 725 | 0.0011 False
--------------------------------------------------------------------------------
[155/3000] Train loss: 2.42757, Valid loss: 2.42686, Elapsed_time: 46.12960
Current_accuracy : 0.000, Current_norm_ED : 0.1737
Best_accuracy : 0.000, Best_norm_ED : 0.1825
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9571 | 4692 | 0.0006 False
9267 | 6554 | 0.0003 False
--------------------------------------------------------------------------------
[160/3000] Train loss: 2.41057, Valid loss: 2.33277, Elapsed_time: 47.72145
Current_accuracy : 0.000, Current_norm_ED : 0.1938
Best_accuracy : 0.000, Best_norm_ED : 0.1938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1737 | 177 | 0.0020 False
3848 | 760 | 0.0020 False
--------------------------------------------------------------------------------
[165/3000] Train loss: 2.43144, Valid loss: 2.41986, Elapsed_time: 49.40509
Current_accuracy : 0.000, Current_norm_ED : 0.1762
Best_accuracy : 0.000, Best_norm_ED : 0.1938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4472 | 9673 | 0.0014 False
2164 | 128 | 0.0019 False
--------------------------------------------------------------------------------
[170/3000] Train loss: 2.38364, Valid loss: 2.45180, Elapsed_time: 50.73845
Current_accuracy : 0.000, Current_norm_ED : 0.1900
Best_accuracy : 0.000, Best_norm_ED : 0.1938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0944 | 860 | 0.0008 False
9335 | 5701 | 0.0005 False
--------------------------------------------------------------------------------
[175/3000] Train loss: 2.33133, Valid loss: 2.41812, Elapsed_time: 52.03509
Current_accuracy : 0.000, Current_norm_ED : 0.1888
Best_accuracy : 0.000, Best_norm_ED : 0.1938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3389 | 7290 | 0.0011 False
3590 | 209 | 0.0008 False
--------------------------------------------------------------------------------
[180/3000] Train loss: 2.34072, Valid loss: 2.63304, Elapsed_time: 53.34241
Current_accuracy : 0.000, Current_norm_ED : 0.1888
Best_accuracy : 0.000, Best_norm_ED : 0.1938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8834 | 6935 | 0.0027 False
0056 | 496 | 0.0066 False
--------------------------------------------------------------------------------
[185/3000] Train loss: 2.33086, Valid loss: 2.32482, Elapsed_time: 54.56920
Current_accuracy : 0.000, Current_norm_ED : 0.2025
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 104 | 0.0005 False
1730 | 179 | 0.0024 False
--------------------------------------------------------------------------------
[190/3000] Train loss: 2.30572, Valid loss: 2.44174, Elapsed_time: 56.19846
Current_accuracy : 0.000, Current_norm_ED : 0.1837
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6910 | 374 | 0.0004 False
6914 | 374 | 0.0004 False
--------------------------------------------------------------------------------
[195/3000] Train loss: 2.31934, Valid loss: 2.47984, Elapsed_time: 57.83339
Current_accuracy : 0.000, Current_norm_ED : 0.1900
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2831 | 1881 | 0.0047 False
9281 | 375 | 0.0004 False
--------------------------------------------------------------------------------
[200/3000] Train loss: 2.22950, Valid loss: 2.19287, Elapsed_time: 59.18540
Current_accuracy : 0.000, Current_norm_ED : 0.1950
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7066 | 386 | 0.0027 False
9438 | 6528 | 0.0031 False
--------------------------------------------------------------------------------
[205/3000] Train loss: 2.23744, Valid loss: 2.29813, Elapsed_time: 60.46462
Current_accuracy : 0.000, Current_norm_ED : 0.1913
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 617 | 0.0052 False
3297 | 771 | 0.0016 False
--------------------------------------------------------------------------------
[210/3000] Train loss: 2.21357, Valid loss: 2.34766, Elapsed_time: 61.73484
Current_accuracy : 0.000, Current_norm_ED : 0.2013
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 837 | 0.0039 False
7667 | 195 | 0.0004 False
--------------------------------------------------------------------------------
[215/3000] Train loss: 2.15947, Valid loss: 2.39169, Elapsed_time: 63.02283
Current_accuracy : 0.000, Current_norm_ED : 0.1575
Best_accuracy : 0.000, Best_norm_ED : 0.2025
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6914 | 1938 | 0.0004 False
1372 | 731 | 0.0074 False
--------------------------------------------------------------------------------
[220/3000] Train loss: 2.18843, Valid loss: 2.32295, Elapsed_time: 64.41079
Current_accuracy : 0.000, Current_norm_ED : 0.2087
Best_accuracy : 0.000, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5427 | 547 | 0.0120 False
4685 | 4669 | 0.0020 False
--------------------------------------------------------------------------------
[225/3000] Train loss: 2.19527, Valid loss: 2.36121, Elapsed_time: 66.35252
Current_accuracy : 0.000, Current_norm_ED : 0.1888
Best_accuracy : 0.000, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7764 | 3772 | 0.0007 False
9046 | 069 | 0.0026 False
--------------------------------------------------------------------------------
[230/3000] Train loss: 2.18420, Valid loss: 2.82787, Elapsed_time: 67.71898
Current_accuracy : 0.000, Current_norm_ED : 0.1575
Best_accuracy : 0.000, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7810 | 128 | 0.0081 False
0593 | 8389 | 0.0005 False
--------------------------------------------------------------------------------
[235/3000] Train loss: 2.16448, Valid loss: 2.36683, Elapsed_time: 69.07047
Current_accuracy : 0.000, Current_norm_ED : 0.1837
Best_accuracy : 0.000, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3848 | 366 | 0.0067 False
5627 | 693 | 0.0070 False
--------------------------------------------------------------------------------
[240/3000] Train loss: 2.06597, Valid loss: 2.23076, Elapsed_time: 70.47959
Current_accuracy : 0.000, Current_norm_ED : 0.2037
Best_accuracy : 0.000, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4569 | 656 | 0.0138 False
8907 | 661 | 0.0065 False
--------------------------------------------------------------------------------
[245/3000] Train loss: 2.21203, Valid loss: 2.38120, Elapsed_time: 71.87762
Current_accuracy : 0.000, Current_norm_ED : 0.1925
Best_accuracy : 0.000, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1383 | 5490 | 0.0036 False
2134 | 9578 | 0.0036 False
--------------------------------------------------------------------------------
[250/3000] Train loss: 2.03239, Valid loss: 2.31922, Elapsed_time: 73.62105
Current_accuracy : 0.500, Current_norm_ED : 0.1950
Best_accuracy : 0.500, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6191 | 6191 | 0.0254 True
1982 | 3112 | 0.0008 False
--------------------------------------------------------------------------------
[255/3000] Train loss: 2.03586, Valid loss: 2.66652, Elapsed_time: 75.19106
Current_accuracy : 0.000, Current_norm_ED : 0.1550
Best_accuracy : 0.500, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5890 | 8679 | 0.0008 False
6191 | 8282 | 0.0171 False
--------------------------------------------------------------------------------
[260/3000] Train loss: 2.09123, Valid loss: 2.66866, Elapsed_time: 76.76364
Current_accuracy : 0.000, Current_norm_ED : 0.1750
Best_accuracy : 0.500, Best_norm_ED : 0.2087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8575 | 532 | 0.0004 False
9267 | 537 | 0.0004 False
--------------------------------------------------------------------------------
[265/3000] Train loss: 2.09372, Valid loss: 2.07765, Elapsed_time: 78.05457
Current_accuracy : 0.000, Current_norm_ED : 0.2425
Best_accuracy : 0.500, Best_norm_ED : 0.2425
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1572 | 415 | 0.0005 False
9438 | 4570 | 0.0184 False
--------------------------------------------------------------------------------
[270/3000] Train loss: 2.03742, Valid loss: 2.22717, Elapsed_time: 79.66751
Current_accuracy : 0.500, Current_norm_ED : 0.2350
Best_accuracy : 0.500, Best_norm_ED : 0.2425
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9220 | 1052 | 0.0003 False
3361 | 1018 | 0.0003 False
--------------------------------------------------------------------------------
[275/3000] Train loss: 2.00769, Valid loss: 2.34575, Elapsed_time: 81.01530
Current_accuracy : 0.000, Current_norm_ED : 0.2013
Best_accuracy : 0.500, Best_norm_ED : 0.2425
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3361 | 338 | 0.0011 False
8907 | 6881 | 0.0110 False
--------------------------------------------------------------------------------
[280/3000] Train loss: 1.86701, Valid loss: 2.06581, Elapsed_time: 82.34913
Current_accuracy : 0.500, Current_norm_ED : 0.2650
Best_accuracy : 0.500, Best_norm_ED : 0.2650
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9267 | 371 | 0.0009 False
7188 | 7168 | 0.0075 False
--------------------------------------------------------------------------------
[285/3000] Train loss: 1.92626, Valid loss: 1.96098, Elapsed_time: 83.92486
Current_accuracy : 1.000, Current_norm_ED : 0.2737
Best_accuracy : 1.000, Best_norm_ED : 0.2737
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 9175 | 0.0081 False
4923 | 3053 | 0.0004 False
--------------------------------------------------------------------------------
[290/3000] Train loss: 1.92956, Valid loss: 2.23082, Elapsed_time: 86.15154
Current_accuracy : 0.500, Current_norm_ED : 0.2112
Best_accuracy : 1.000, Best_norm_ED : 0.2737
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4222 | 5232 | 0.0140 False
3361 | 2541 | 0.0006 False
--------------------------------------------------------------------------------
[295/3000] Train loss: 1.88336, Valid loss: 2.57812, Elapsed_time: 87.47658
Current_accuracy : 0.000, Current_norm_ED : 0.1950
Best_accuracy : 1.000, Best_norm_ED : 0.2737
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9753 | 0.0004 False
6914 | 9753 | 0.0005 False
--------------------------------------------------------------------------------
[300/3000] Train loss: 1.82066, Valid loss: 2.25651, Elapsed_time: 88.82665
Current_accuracy : 0.000, Current_norm_ED : 0.2238
Best_accuracy : 1.000, Best_norm_ED : 0.2737
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 717 | 0.0005 False
5890 | 717 | 0.0005 False
--------------------------------------------------------------------------------
[305/3000] Train loss: 1.89923, Valid loss: 2.02568, Elapsed_time: 90.13362
Current_accuracy : 0.500, Current_norm_ED : 0.2712
Best_accuracy : 1.000, Best_norm_ED : 0.2737
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8575 | 4978 | 0.0002 False
7209 | 7138 | 0.0087 False
--------------------------------------------------------------------------------
[310/3000] Train loss: 1.83234, Valid loss: 1.95524, Elapsed_time: 91.46310
Current_accuracy : 1.000, Current_norm_ED : 0.2900
Best_accuracy : 1.000, Best_norm_ED : 0.2900
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6350 | 2572 | 0.0006 False
2433 | 2454 | 0.0401 False
--------------------------------------------------------------------------------
[315/3000] Train loss: 1.91638, Valid loss: 2.01314, Elapsed_time: 93.00968
Current_accuracy : 2.500, Current_norm_ED : 0.2825
Best_accuracy : 2.500, Best_norm_ED : 0.2900
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2433 | 7553 | 0.0083 False
9163 | 8283 | 0.0112 False
--------------------------------------------------------------------------------
[320/3000] Train loss: 1.85269, Valid loss: 1.85191, Elapsed_time: 95.02755
Current_accuracy : 1.000, Current_norm_ED : 0.3162
Best_accuracy : 2.500, Best_norm_ED : 0.3162
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 186 | 0.0113 False
0273 | 209 | 0.0005 False
--------------------------------------------------------------------------------
[325/3000] Train loss: 1.62757, Valid loss: 1.83393, Elapsed_time: 96.72839
Current_accuracy : 1.500, Current_norm_ED : 0.3588
Best_accuracy : 2.500, Best_norm_ED : 0.3588
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 203 | 0.0011 False
9030 | 82 | 0.0093 False
--------------------------------------------------------------------------------
[330/3000] Train loss: 1.68710, Valid loss: 1.78428, Elapsed_time: 98.33104
Current_accuracy : 1.000, Current_norm_ED : 0.3400
Best_accuracy : 2.500, Best_norm_ED : 0.3588
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9033 | 0852 | 0.0300 False
8262 | 0282 | 0.0240 False
--------------------------------------------------------------------------------
[335/3000] Train loss: 1.81451, Valid loss: 1.78505, Elapsed_time: 99.65574
Current_accuracy : 2.000, Current_norm_ED : 0.3463
Best_accuracy : 2.500, Best_norm_ED : 0.3588
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8461 | 547 | 0.0004 False
6350 | 567 | 0.0004 False
--------------------------------------------------------------------------------
[340/3000] Train loss: 1.66467, Valid loss: 1.73194, Elapsed_time: 100.94929
Current_accuracy : 4.500, Current_norm_ED : 0.3850
Best_accuracy : 4.500, Best_norm_ED : 0.3850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4317 | 4371 | 0.0474 False
6191 | 0161 | 0.0223 False
--------------------------------------------------------------------------------
[345/3000] Train loss: 1.56648, Valid loss: 2.02030, Elapsed_time: 102.81320
Current_accuracy : 0.500, Current_norm_ED : 0.3055
Best_accuracy : 4.500, Best_norm_ED : 0.3850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7742 | 142 | 0.0111 False
1407 | 8968 | 0.0006 False
--------------------------------------------------------------------------------
[350/3000] Train loss: 1.65864, Valid loss: 1.81921, Elapsed_time: 104.11242
Current_accuracy : 2.000, Current_norm_ED : 0.3312
Best_accuracy : 4.500, Best_norm_ED : 0.3850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0907 | 901 | 0.0188 False
3723 | 151 | 0.0005 False
--------------------------------------------------------------------------------
[355/3000] Train loss: 1.71171, Valid loss: 1.78811, Elapsed_time: 105.76348
Current_accuracy : 1.000, Current_norm_ED : 0.3650
Best_accuracy : 4.500, Best_norm_ED : 0.3850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7682 | 1982 | 0.0340 False
4731 | 477 | 0.0521 False
--------------------------------------------------------------------------------
[360/3000] Train loss: 1.82049, Valid loss: 1.79633, Elapsed_time: 107.59375
Current_accuracy : 1.000, Current_norm_ED : 0.3450
Best_accuracy : 4.500, Best_norm_ED : 0.3850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8773 | 51 | 0.0006 False
8907 | 6881 | 0.0110 False
--------------------------------------------------------------------------------
[365/3000] Train loss: 1.62458, Valid loss: 2.05338, Elapsed_time: 108.91755
Current_accuracy : 0.500, Current_norm_ED : 0.3100
Best_accuracy : 4.500, Best_norm_ED : 0.3850
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5529 | 528 | 0.0561 False
8575 | 242 | 0.0003 False
--------------------------------------------------------------------------------
[370/3000] Train loss: 1.56044, Valid loss: 1.62157, Elapsed_time: 110.25467
Current_accuracy : 2.500, Current_norm_ED : 0.4263
Best_accuracy : 4.500, Best_norm_ED : 0.4263
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7253 | 1253 | 0.0818 False
5165 | 5785 | 0.0739 False
--------------------------------------------------------------------------------
[375/3000] Train loss: 1.65258, Valid loss: 1.64718, Elapsed_time: 111.81606
Current_accuracy : 6.500, Current_norm_ED : 0.4155
Best_accuracy : 6.500, Best_norm_ED : 0.4263
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4317 | 431 | 0.1425 False
2164 | 264 | 0.1137 False
--------------------------------------------------------------------------------
[380/3000] Train loss: 1.34406, Valid loss: 1.61496, Elapsed_time: 113.39649
Current_accuracy : 4.000, Current_norm_ED : 0.4225
Best_accuracy : 6.500, Best_norm_ED : 0.4263
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8168 | 676 | 0.1146 False
2134 | 24 | 0.0844 False
--------------------------------------------------------------------------------
[385/3000] Train loss: 1.37585, Valid loss: 1.78571, Elapsed_time: 114.93345
Current_accuracy : 3.500, Current_norm_ED : 0.3825
Best_accuracy : 6.500, Best_norm_ED : 0.4263
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7695 | 1005 | 0.0520 False
0702 | 8043 | 0.0004 False
--------------------------------------------------------------------------------
[390/3000] Train loss: 1.45905, Valid loss: 1.51026, Elapsed_time: 116.20391
Current_accuracy : 10.500, Current_norm_ED : 0.4662
Best_accuracy : 10.500, Best_norm_ED : 0.4662
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3438 | 3438 | 0.2501 True
2164 | 2164 | 0.0876 True
--------------------------------------------------------------------------------
[395/3000] Train loss: 1.31515, Valid loss: 1.61913, Elapsed_time: 117.99348
Current_accuracy : 9.000, Current_norm_ED : 0.4450
Best_accuracy : 10.500, Best_norm_ED : 0.4662
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7803 | 7693 | 0.0598 False
5415 | 118 | 0.0025 False
--------------------------------------------------------------------------------
[400/3000] Train loss: 1.40836, Valid loss: 1.54248, Elapsed_time: 119.29048
Current_accuracy : 6.500, Current_norm_ED : 0.4412
Best_accuracy : 10.500, Best_norm_ED : 0.4662
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0944 | 044 | 0.0355 False
7810 | 1070 | 0.0891 False
--------------------------------------------------------------------------------
[405/3000] Train loss: 1.23726, Valid loss: 1.98862, Elapsed_time: 120.59429
Current_accuracy : 2.500, Current_norm_ED : 0.3862
Best_accuracy : 10.500, Best_norm_ED : 0.4662
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 351 | 0.0009 False
6728 | 351 | 0.0009 False
--------------------------------------------------------------------------------
[410/3000] Train loss: 1.35224, Valid loss: 1.56127, Elapsed_time: 121.86782
Current_accuracy : 13.000, Current_norm_ED : 0.4825
Best_accuracy : 13.000, Best_norm_ED : 0.4825
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8907 | 687 | 0.2020 False
0034 | 277 | 0.0007 False
--------------------------------------------------------------------------------
[415/3000] Train loss: 1.32469, Valid loss: 1.69613, Elapsed_time: 123.73596
Current_accuracy : 12.500, Current_norm_ED : 0.4680
Best_accuracy : 13.000, Best_norm_ED : 0.4825
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2239 | 4141 | 0.0009 False
5812 | 4141 | 0.0009 False
--------------------------------------------------------------------------------
[420/3000] Train loss: 1.22123, Valid loss: 1.40811, Elapsed_time: 125.27317
Current_accuracy : 12.000, Current_norm_ED : 0.5065
Best_accuracy : 13.000, Best_norm_ED : 0.5065
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 867 | 0.0494 False
0056 | 0956 | 0.1325 False
--------------------------------------------------------------------------------
[425/3000] Train loss: 1.25972, Valid loss: 1.29496, Elapsed_time: 126.79128
Current_accuracy : 17.000, Current_norm_ED : 0.5112
Best_accuracy : 17.000, Best_norm_ED : 0.5112
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 887 | 0.0718 False
8243 | 6243 | 0.3765 False
--------------------------------------------------------------------------------
[430/3000] Train loss: 1.25047, Valid loss: 1.34470, Elapsed_time: 128.65355
Current_accuracy : 14.500, Current_norm_ED : 0.5215
Best_accuracy : 17.000, Best_norm_ED : 0.5215
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9571 | 051 | 0.1910 False
3937 | 3037 | 0.4168 False
--------------------------------------------------------------------------------
[435/3000] Train loss: 1.13637, Valid loss: 1.68425, Elapsed_time: 130.23492
Current_accuracy : 7.500, Current_norm_ED : 0.4437
Best_accuracy : 17.000, Best_norm_ED : 0.5215
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 6568 | 0.2102 False
3409 | 3468 | 0.1937 False
--------------------------------------------------------------------------------
[440/3000] Train loss: 1.43279, Valid loss: 1.27608, Elapsed_time: 131.51033
Current_accuracy : 20.000, Current_norm_ED : 0.5350
Best_accuracy : 20.000, Best_norm_ED : 0.5350
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.0674 True
3361 | 803 | 0.0002 False
--------------------------------------------------------------------------------
[445/3000] Train loss: 1.10981, Valid loss: 1.38840, Elapsed_time: 133.31971
Current_accuracy : 11.500, Current_norm_ED : 0.4925
Best_accuracy : 20.000, Best_norm_ED : 0.5350
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1407 | 4192 | 0.0004 False
4236 | 4172 | 0.0004 False
--------------------------------------------------------------------------------
[450/3000] Train loss: 1.32485, Valid loss: 1.26049, Elapsed_time: 134.89305
Current_accuracy : 19.000, Current_norm_ED : 0.5353
Best_accuracy : 20.000, Best_norm_ED : 0.5353
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9163 | 9163 | 0.1788 True
1372 | 1372 | 0.3555 True
--------------------------------------------------------------------------------
[455/3000] Train loss: 1.10310, Valid loss: 1.41717, Elapsed_time: 136.52941
Current_accuracy : 23.000, Current_norm_ED : 0.5443
Best_accuracy : 23.000, Best_norm_ED : 0.5443
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 0130 | 0.1959 False
4472 | 442 | 0.0741 False
--------------------------------------------------------------------------------
[460/3000] Train loss: 1.30423, Valid loss: 2.03205, Elapsed_time: 138.43589
Current_accuracy : 1.500, Current_norm_ED : 0.3837
Best_accuracy : 23.000, Best_norm_ED : 0.5443
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5529 | 620 | 0.0974 False
8461 | 4143 | 0.0006 False
--------------------------------------------------------------------------------
[465/3000] Train loss: 1.09486, Valid loss: 2.00499, Elapsed_time: 140.19506
Current_accuracy : 7.000, Current_norm_ED : 0.4450
Best_accuracy : 23.000, Best_norm_ED : 0.5443
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8575 | 52 | 0.0008 False
7010 | 552 | 0.0008 False
--------------------------------------------------------------------------------
[470/3000] Train loss: 1.23920, Valid loss: 1.40243, Elapsed_time: 141.40469
Current_accuracy : 17.500, Current_norm_ED : 0.5330
Best_accuracy : 23.000, Best_norm_ED : 0.5443
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6077 | 607 | 0.0732 False
9512 | 157 | 0.0006 False
--------------------------------------------------------------------------------
[475/3000] Train loss: 1.18572, Valid loss: 1.32656, Elapsed_time: 142.64465
Current_accuracy : 17.500, Current_norm_ED : 0.5353
Best_accuracy : 23.000, Best_norm_ED : 0.5443
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 1914 | 0.3357 True
3389 | 39 | 0.1015 False
--------------------------------------------------------------------------------
[480/3000] Train loss: 0.97739, Valid loss: 1.42873, Elapsed_time: 144.15594
Current_accuracy : 17.500, Current_norm_ED : 0.5410
Best_accuracy : 23.000, Best_norm_ED : 0.5443
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9541 | 4732 | 0.0007 False
1516 | 4732 | 0.0007 False
--------------------------------------------------------------------------------
[485/3000] Train loss: 1.00599, Valid loss: 1.17322, Elapsed_time: 145.43992
Current_accuracy : 33.000, Current_norm_ED : 0.6038
Best_accuracy : 33.000, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 4405 | 0.0869 True
5468 | 5468 | 0.1174 True
--------------------------------------------------------------------------------
[490/3000] Train loss: 1.06319, Valid loss: 1.43209, Elapsed_time: 147.32355
Current_accuracy : 17.500, Current_norm_ED : 0.5252
Best_accuracy : 33.000, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7110 | 7119 | 0.1851 False
4459 | 4449 | 0.0860 False
--------------------------------------------------------------------------------
[495/3000] Train loss: 0.95276, Valid loss: 1.47198, Elapsed_time: 148.59265
Current_accuracy : 12.500, Current_norm_ED : 0.4990
Best_accuracy : 33.000, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7453 | 353 | 0.0009 False
1796 | 16 | 0.2492 False
--------------------------------------------------------------------------------
[500/3000] Train loss: 1.22459, Valid loss: 1.30886, Elapsed_time: 149.84777
Current_accuracy : 30.500, Current_norm_ED : 0.5852
Best_accuracy : 33.000, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6910 | 5135 | 0.0005 False
3438 | 3438 | 0.5494 True
--------------------------------------------------------------------------------
[505/3000] Train loss: 0.94392, Valid loss: 1.21633, Elapsed_time: 151.11153
Current_accuracy : 23.000, Current_norm_ED : 0.5503
Best_accuracy : 33.000, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2903 | 0.2001 False
8290 | 829 | 0.3095 False
--------------------------------------------------------------------------------
[510/3000] Train loss: 1.12947, Valid loss: 1.15321, Elapsed_time: 152.41978
Current_accuracy : 33.500, Current_norm_ED : 0.5942
Best_accuracy : 33.500, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1407 | 105 | 0.0006 False
7803 | 7893 | 0.3744 False
--------------------------------------------------------------------------------
[515/3000] Train loss: 1.01398, Valid loss: 1.41653, Elapsed_time: 154.34032
Current_accuracy : 18.000, Current_norm_ED : 0.5288
Best_accuracy : 33.500, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6914 | 3250 | 0.0003 False
3848 | 3848 | 0.3348 True
--------------------------------------------------------------------------------
[520/3000] Train loss: 1.01143, Valid loss: 1.34545, Elapsed_time: 155.65581
Current_accuracy : 22.000, Current_norm_ED : 0.5413
Best_accuracy : 33.500, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 951 | 0.3451 False
0975 | 0975 | 0.1522 True
--------------------------------------------------------------------------------
[525/3000] Train loss: 1.09275, Valid loss: 1.78454, Elapsed_time: 156.90190
Current_accuracy : 8.500, Current_norm_ED : 0.4627
Best_accuracy : 33.500, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6217 | 6217 | 0.3240 True
6191 | 0101 | 0.4186 False
--------------------------------------------------------------------------------
[530/3000] Train loss: 1.02045, Valid loss: 1.11929, Elapsed_time: 158.14754
Current_accuracy : 33.000, Current_norm_ED : 0.5840
Best_accuracy : 33.500, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6910 | 1018 | 0.0005 False
6858 | 658 | 0.2492 False
--------------------------------------------------------------------------------
[535/3000] Train loss: 0.90010, Valid loss: 2.20681, Elapsed_time: 159.43703
Current_accuracy : 14.500, Current_norm_ED : 0.4980
Best_accuracy : 33.500, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3937 | 3537 | 0.3575 False
7667 | 577 | 0.0003 False
--------------------------------------------------------------------------------
[540/3000] Train loss: 0.88213, Valid loss: 1.35187, Elapsed_time: 160.71867
Current_accuracy : 25.500, Current_norm_ED : 0.5815
Best_accuracy : 33.500, Best_norm_ED : 0.6038
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9541 | 8951 | 0.0003 False
4217 | 4217 | 0.7153 True
--------------------------------------------------------------------------------
[545/3000] Train loss: 0.87690, Valid loss: 1.10332, Elapsed_time: 162.28487
Current_accuracy : 39.500, Current_norm_ED : 0.6342
Best_accuracy : 39.500, Best_norm_ED : 0.6342
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 854 | 0.0008 False
2598 | 2598 | 0.5898 True
--------------------------------------------------------------------------------
[550/3000] Train loss: 0.85940, Valid loss: 1.20629, Elapsed_time: 164.19578
Current_accuracy : 28.000, Current_norm_ED : 0.5802
Best_accuracy : 39.500, Best_norm_ED : 0.6342
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.6807 True
9511 | 954 | 0.3034 False
--------------------------------------------------------------------------------
[555/3000] Train loss: 1.14862, Valid loss: 1.11090, Elapsed_time: 165.46293
Current_accuracy : 45.000, Current_norm_ED : 0.6417
Best_accuracy : 45.000, Best_norm_ED : 0.6417
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3438 | 3438 | 0.6836 True
9700 | 8142 | 0.0003 False
--------------------------------------------------------------------------------
[560/3000] Train loss: 0.95210, Valid loss: 1.13388, Elapsed_time: 167.30270
Current_accuracy : 38.500, Current_norm_ED : 0.6250
Best_accuracy : 45.000, Best_norm_ED : 0.6417
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 293 | 0.0005 False
7875 | 7875 | 0.7923 True
--------------------------------------------------------------------------------
[565/3000] Train loss: 0.79712, Valid loss: 1.06798, Elapsed_time: 168.55086
Current_accuracy : 49.500, Current_norm_ED : 0.6445
Best_accuracy : 49.500, Best_norm_ED : 0.6445
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7695 | 7695 | 0.3619 True
6313 | 6313 | 0.8318 True
--------------------------------------------------------------------------------
[570/3000] Train loss: 0.89942, Valid loss: 1.16220, Elapsed_time: 170.37031
Current_accuracy : 37.000, Current_norm_ED : 0.6082
Best_accuracy : 49.500, Best_norm_ED : 0.6445
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 3558 | 0.0002 False
5165 | 5165 | 0.9340 True
--------------------------------------------------------------------------------
[575/3000] Train loss: 0.95690, Valid loss: 1.03331, Elapsed_time: 171.60912
Current_accuracy : 50.000, Current_norm_ED : 0.6680
Best_accuracy : 50.000, Best_norm_ED : 0.6680
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7682 | 7682 | 0.8559 True
7209 | 7209 | 0.2193 True
--------------------------------------------------------------------------------
[580/3000] Train loss: 0.82114, Valid loss: 1.02915, Elapsed_time: 174.39812
Current_accuracy : 54.500, Current_norm_ED : 0.6878
Best_accuracy : 54.500, Best_norm_ED : 0.6878
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8168 | 8168 | 0.6837 True
8794 | 572 | 0.0014 False
--------------------------------------------------------------------------------
[585/3000] Train loss: 0.94104, Valid loss: 1.21213, Elapsed_time: 176.28889
Current_accuracy : 38.500, Current_norm_ED : 0.6190
Best_accuracy : 54.500, Best_norm_ED : 0.6878
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6914 | 314 | 0.0004 False
7188 | 718 | 0.5794 False
--------------------------------------------------------------------------------
[590/3000] Train loss: 0.99603, Valid loss: 1.02012, Elapsed_time: 177.59106
Current_accuracy : 51.500, Current_norm_ED : 0.6778
Best_accuracy : 54.500, Best_norm_ED : 0.6878
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6919 | 6919 | 0.5424 True
1156 | 156 | 0.8061 False
--------------------------------------------------------------------------------
[595/3000] Train loss: 0.97328, Valid loss: 1.22576, Elapsed_time: 178.85995
Current_accuracy : 36.500, Current_norm_ED : 0.6115
Best_accuracy : 54.500, Best_norm_ED : 0.6878
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1141 | 141 | 0.2765 False
0702 | 4941 | 0.0004 False
--------------------------------------------------------------------------------
[600/3000] Train loss: 0.77859, Valid loss: 1.05627, Elapsed_time: 180.13580
Current_accuracy : 49.500, Current_norm_ED : 0.6565
Best_accuracy : 54.500, Best_norm_ED : 0.6878
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 0713 | 0.4866 True
3409 | 3409 | 0.3760 True
--------------------------------------------------------------------------------
[605/3000] Train loss: 0.76901, Valid loss: 1.06591, Elapsed_time: 181.37041
Current_accuracy : 51.000, Current_norm_ED : 0.6653
Best_accuracy : 54.500, Best_norm_ED : 0.6878
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 175 | 0.0005 False
3450 | 3450 | 0.9301 True
--------------------------------------------------------------------------------
[610/3000] Train loss: 0.92663, Valid loss: 1.09884, Elapsed_time: 182.96753
Current_accuracy : 41.500, Current_norm_ED : 0.6480
Best_accuracy : 54.500, Best_norm_ED : 0.6878
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 472 | 0.0007 False
4317 | 4317 | 0.9179 True
--------------------------------------------------------------------------------
[615/3000] Train loss: 0.89525, Valid loss: 0.94309, Elapsed_time: 184.23048
Current_accuracy : 57.500, Current_norm_ED : 0.7030
Best_accuracy : 57.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8834 | 8834 | 0.2969 True
7803 | 7803 | 0.8729 True
--------------------------------------------------------------------------------
[620/3000] Train loss: 0.75563, Valid loss: 1.01859, Elapsed_time: 186.06518
Current_accuracy : 48.000, Current_norm_ED : 0.6403
Best_accuracy : 57.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5888 | 588 | 0.3162 False
1914 | 1914 | 0.8793 True
--------------------------------------------------------------------------------
[625/3000] Train loss: 0.86517, Valid loss: 1.04132, Elapsed_time: 187.31558
Current_accuracy : 49.500, Current_norm_ED : 0.6630
Best_accuracy : 57.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 8371 | 0.0004 False
1960 | 1960 | 0.7918 True
--------------------------------------------------------------------------------
[630/3000] Train loss: 0.72836, Valid loss: 0.96759, Elapsed_time: 188.55298
Current_accuracy : 59.500, Current_norm_ED : 0.6932
Best_accuracy : 59.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4217 | 4217 | 0.8589 True
4472 | 4472 | 0.2245 True
--------------------------------------------------------------------------------
[635/3000] Train loss: 0.84646, Valid loss: 0.95912, Elapsed_time: 190.13279
Current_accuracy : 56.500, Current_norm_ED : 0.6605
Best_accuracy : 59.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2321 | 2321 | 0.8994 True
2598 | 2598 | 0.8697 True
--------------------------------------------------------------------------------
[640/3000] Train loss: 0.85155, Valid loss: 0.99573, Elapsed_time: 191.73132
Current_accuracy : 55.500, Current_norm_ED : 0.6653
Best_accuracy : 59.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0663 | 324 | 0.0009 False
3560 | 3560 | 0.8132 True
--------------------------------------------------------------------------------
[645/3000] Train loss: 0.77532, Valid loss: 0.91285, Elapsed_time: 193.04179
Current_accuracy : 56.000, Current_norm_ED : 0.6643
Best_accuracy : 59.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6617 | 617 | 0.7654 False
8744 | 3213 | 0.0003 False
--------------------------------------------------------------------------------
[650/3000] Train loss: 0.78958, Valid loss: 0.99694, Elapsed_time: 194.27861
Current_accuracy : 55.000, Current_norm_ED : 0.6705
Best_accuracy : 59.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 1770 | 0.0002 False
6852 | 172 | 0.0004 False
--------------------------------------------------------------------------------
[655/3000] Train loss: 0.68616, Valid loss: 1.42889, Elapsed_time: 195.53191
Current_accuracy : 32.000, Current_norm_ED : 0.5782
Best_accuracy : 59.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5538 | 5536 | 0.6403 False
6914 | 304 | 0.0005 False
--------------------------------------------------------------------------------
[660/3000] Train loss: 0.90447, Valid loss: 0.95545, Elapsed_time: 196.81923
Current_accuracy : 58.500, Current_norm_ED : 0.6720
Best_accuracy : 59.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2894 | 8249 | 0.0004 False
2665 | 2665 | 0.9587 True
--------------------------------------------------------------------------------
[665/3000] Train loss: 0.74736, Valid loss: 0.95238, Elapsed_time: 198.09932
Current_accuracy : 60.000, Current_norm_ED : 0.6955
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7209 | 7209 | 0.7937 True
7803 | 7803 | 0.9183 True
--------------------------------------------------------------------------------
[670/3000] Train loss: 0.86674, Valid loss: 1.05538, Elapsed_time: 199.65314
Current_accuracy : 54.000, Current_norm_ED : 0.6605
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4287 | 4287 | 0.9690 True
7667 | 2937 | 0.0002 False
--------------------------------------------------------------------------------
[675/3000] Train loss: 0.71892, Valid loss: 1.03587, Elapsed_time: 201.25212
Current_accuracy : 55.500, Current_norm_ED : 0.6793
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.8890 True
6620 | 3543 | 0.0004 False
--------------------------------------------------------------------------------
[680/3000] Train loss: 0.92058, Valid loss: 1.04688, Elapsed_time: 202.50293
Current_accuracy : 47.500, Current_norm_ED : 0.6747
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5812 | 974 | 0.0004 False
0627 | 0627 | 0.8770 True
--------------------------------------------------------------------------------
[685/3000] Train loss: 0.75253, Valid loss: 1.01671, Elapsed_time: 203.78449
Current_accuracy : 58.500, Current_norm_ED : 0.6855
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2665 | 0.9622 True
6852 | 3552 | 0.0004 False
--------------------------------------------------------------------------------
[690/3000] Train loss: 0.70807, Valid loss: 0.96962, Elapsed_time: 205.59189
Current_accuracy : 58.000, Current_norm_ED : 0.6850
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7010 | 171 | 0.0006 False
8488 | 8488 | 0.0500 True
--------------------------------------------------------------------------------
[695/3000] Train loss: 0.93350, Valid loss: 0.94973, Elapsed_time: 206.87916
Current_accuracy : 58.500, Current_norm_ED : 0.6690
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4222 | 42222 | 0.1628 False
9715 | 212 | 0.0007 False
--------------------------------------------------------------------------------
[700/3000] Train loss: 0.68308, Valid loss: 0.94538, Elapsed_time: 208.11272
Current_accuracy : 60.000, Current_norm_ED : 0.6843
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 2164 | 0.9604 True
9700 | 9250 | 0.0009 False
--------------------------------------------------------------------------------
[705/3000] Train loss: 0.84158, Valid loss: 0.99776, Elapsed_time: 209.67789
Current_accuracy : 58.000, Current_norm_ED : 0.6855
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4317 | 4317 | 0.9563 True
1960 | 1960 | 0.7522 True
--------------------------------------------------------------------------------
[710/3000] Train loss: 0.66468, Valid loss: 1.98613, Elapsed_time: 211.03903
Current_accuracy : 20.000, Current_norm_ED : 0.5230
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8575 | 3137 | 0.0005 False
9139 | 9139 | 0.7988 True
--------------------------------------------------------------------------------
[715/3000] Train loss: 0.86661, Valid loss: 1.21531, Elapsed_time: 212.33072
Current_accuracy : 51.500, Current_norm_ED : 0.6565
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6693 | 3057 | 0.0004 False
6914 | 3757 | 0.0004 False
--------------------------------------------------------------------------------
[720/3000] Train loss: 0.76243, Valid loss: 0.99282, Elapsed_time: 213.58431
Current_accuracy : 59.000, Current_norm_ED : 0.6753
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3032 | 3032 | 0.8980 True
8834 | 834 | 0.8623 False
--------------------------------------------------------------------------------
[725/3000] Train loss: 0.80214, Valid loss: 1.21624, Elapsed_time: 214.81281
Current_accuracy : 43.000, Current_norm_ED : 0.6310
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4569 | 4569 | 0.9462 True
9885 | 9885 | 0.8244 True
--------------------------------------------------------------------------------
[730/3000] Train loss: 0.83463, Valid loss: 1.14470, Elapsed_time: 216.01997
Current_accuracy : 34.000, Current_norm_ED : 0.6257
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 3553 | 0.0002 False
8405 | 6405 | 0.8951 False
--------------------------------------------------------------------------------
[735/3000] Train loss: 0.96558, Valid loss: 1.63365, Elapsed_time: 217.22753
Current_accuracy : 22.000, Current_norm_ED : 0.5490
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6350 | 3574 | 0.0003 False
4066 | 066 | 0.4513 False
--------------------------------------------------------------------------------
[740/3000] Train loss: 0.83249, Valid loss: 0.97854, Elapsed_time: 218.82265
Current_accuracy : 57.000, Current_norm_ED : 0.6767
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 1914 | 0.9305 True
1516 | 4569 | 0.0003 False
--------------------------------------------------------------------------------
[745/3000] Train loss: 0.76616, Valid loss: 0.94873, Elapsed_time: 220.12198
Current_accuracy : 59.000, Current_norm_ED : 0.6817
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 255 | 0.0003 False
9163 | 9163 | 0.9833 True
--------------------------------------------------------------------------------
[750/3000] Train loss: 0.84009, Valid loss: 1.01728, Elapsed_time: 221.40287
Current_accuracy : 59.500, Current_norm_ED : 0.6793
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9571 | 9571 | 0.9559 True
1982 | 33 | 0.0007 False
--------------------------------------------------------------------------------
[755/3000] Train loss: 0.76612, Valid loss: 0.95726, Elapsed_time: 222.69251
Current_accuracy : 59.000, Current_norm_ED : 0.6865
Best_accuracy : 60.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8834 | 834 | 0.8809 False
2433 | 243 | 0.5222 False
--------------------------------------------------------------------------------
[760/3000] Train loss: 0.60301, Valid loss: 0.96514, Elapsed_time: 223.95788
Current_accuracy : 61.000, Current_norm_ED : 0.6853
Best_accuracy : 61.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.5775 True
1572 | 304 | 0.0003 False
--------------------------------------------------------------------------------
[765/3000] Train loss: 0.81322, Valid loss: 0.95811, Elapsed_time: 225.53657
Current_accuracy : 58.000, Current_norm_ED : 0.6855
Best_accuracy : 61.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6348 | 6348 | 0.9600 True
5165 | 5165 | 0.9739 True
--------------------------------------------------------------------------------
[770/3000] Train loss: 0.73166, Valid loss: 0.92867, Elapsed_time: 227.16406
Current_accuracy : 61.000, Current_norm_ED : 0.6990
Best_accuracy : 61.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5165 | 5165 | 0.9865 True
1572 | 579 | 0.0012 False
--------------------------------------------------------------------------------
[775/3000] Train loss: 0.74517, Valid loss: 0.93268, Elapsed_time: 228.43236
Current_accuracy : 62.000, Current_norm_ED : 0.6890
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5538 | 5538 | 0.6653 True
7209 | 7209 | 0.9200 True
--------------------------------------------------------------------------------
[780/3000] Train loss: 0.69776, Valid loss: 0.99427, Elapsed_time: 230.45803
Current_accuracy : 60.000, Current_norm_ED : 0.6828
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2894 | 6253 | 0.0006 False
7822 | 8759 | 0.0003 False
--------------------------------------------------------------------------------
[785/3000] Train loss: 0.90817, Valid loss: 0.97836, Elapsed_time: 231.73341
Current_accuracy : 61.000, Current_norm_ED : 0.6955
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6728 | 313 | 0.0005 False
0593 | 313 | 0.0005 False
--------------------------------------------------------------------------------
[790/3000] Train loss: 0.76542, Valid loss: 0.93904, Elapsed_time: 233.01469
Current_accuracy : 59.000, Current_norm_ED : 0.6928
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 424 | 0.0012 False
3590 | 358 | 0.0012 False
--------------------------------------------------------------------------------
[795/3000] Train loss: 0.62898, Valid loss: 0.90740, Elapsed_time: 234.27184
Current_accuracy : 62.000, Current_norm_ED : 0.6890
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8027 | 8027 | 0.9386 True
8405 | 8405 | 0.9394 True
--------------------------------------------------------------------------------
[800/3000] Train loss: 0.88711, Valid loss: 0.93793, Elapsed_time: 235.86391
Current_accuracy : 57.500, Current_norm_ED : 0.6693
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2843 | 2843 | 0.9691 True
2433 | 243 | 0.5313 False
--------------------------------------------------------------------------------
[805/3000] Train loss: 0.67825, Valid loss: 1.03780, Elapsed_time: 237.20493
Current_accuracy : 57.000, Current_norm_ED : 0.6730
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7742 | 7742 | 0.3202 True
3723 | 3132 | 0.0021 False
--------------------------------------------------------------------------------
[810/3000] Train loss: 0.62670, Valid loss: 0.90521, Elapsed_time: 239.19396
Current_accuracy : 61.500, Current_norm_ED : 0.6905
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7295 | 7295 | 0.9533 True
4731 | 4731 | 0.9895 True
--------------------------------------------------------------------------------
[815/3000] Train loss: 0.75813, Valid loss: 0.87404, Elapsed_time: 240.48495
Current_accuracy : 59.000, Current_norm_ED : 0.6837
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7016 | 7016 | 0.9763 True
3438 | 3438 | 0.9626 True
--------------------------------------------------------------------------------
[820/3000] Train loss: 0.85664, Valid loss: 0.95967, Elapsed_time: 241.77866
Current_accuracy : 60.000, Current_norm_ED : 0.6678
Best_accuracy : 62.000, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2321 | 2321 | 0.8538 True
0617 | 0617 | 0.9773 True
--------------------------------------------------------------------------------
[825/3000] Train loss: 0.99661, Valid loss: 0.89821, Elapsed_time: 243.05840
Current_accuracy : 62.500, Current_norm_ED : 0.6865
Best_accuracy : 62.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4569 | 4569 | 0.9736 True
6910 | 3154 | 0.0003 False
--------------------------------------------------------------------------------
[830/3000] Train loss: 0.69242, Valid loss: 1.59188, Elapsed_time: 244.60061
Current_accuracy : 36.500, Current_norm_ED : 0.6078
Best_accuracy : 62.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7667 | 3040 | 0.0003 False
2003 | 2003 | 0.5633 True
--------------------------------------------------------------------------------
[835/3000] Train loss: 0.61891, Valid loss: 0.97682, Elapsed_time: 246.14634
Current_accuracy : 62.500, Current_norm_ED : 0.6963
Best_accuracy : 62.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0273 | 154 | 0.0010 False
4236 | 154 | 0.0009 False
--------------------------------------------------------------------------------
[840/3000] Train loss: 0.88693, Valid loss: 0.98936, Elapsed_time: 247.45284
Current_accuracy : 61.500, Current_norm_ED : 0.6843
Best_accuracy : 62.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 1043 | 0.0004 False
5888 | 588 | 0.4317 False
--------------------------------------------------------------------------------
[845/3000] Train loss: 0.82007, Valid loss: 0.91185, Elapsed_time: 248.70199
Current_accuracy : 63.500, Current_norm_ED : 0.6965
Best_accuracy : 63.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 4405 | 0.8310 True
4459 | 4459 | 0.5125 True
--------------------------------------------------------------------------------
[850/3000] Train loss: 0.81245, Valid loss: 0.99032, Elapsed_time: 250.24887
Current_accuracy : 63.500, Current_norm_ED : 0.6930
Best_accuracy : 63.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0702 | 1012 | 0.0006 False
7822 | 101 | 0.0005 False
--------------------------------------------------------------------------------
[855/3000] Train loss: 0.62438, Valid loss: 1.04538, Elapsed_time: 251.50651
Current_accuracy : 63.500, Current_norm_ED : 0.6995
Best_accuracy : 63.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9438 | 9438 | 0.9822 True
7667 | 3553 | 0.0004 False
--------------------------------------------------------------------------------
[860/3000] Train loss: 0.83211, Valid loss: 0.86884, Elapsed_time: 252.74986
Current_accuracy : 61.000, Current_norm_ED : 0.6937
Best_accuracy : 63.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 1914 | 0.9701 True
9571 | 9571 | 0.9624 True
--------------------------------------------------------------------------------
[865/3000] Train loss: 0.80972, Valid loss: 0.97608, Elapsed_time: 254.32293
Current_accuracy : 62.000, Current_norm_ED : 0.6845
Best_accuracy : 63.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5890 | 9131 | 0.0003 False
4301 | 9431 | 0.0008 False
--------------------------------------------------------------------------------
[870/3000] Train loss: 0.76589, Valid loss: 0.89549, Elapsed_time: 255.64052
Current_accuracy : 62.000, Current_norm_ED : 0.6980
Best_accuracy : 63.500, Best_norm_ED : 0.7030
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 1914 | 0.9774 True
4287 | 4287 | 0.9824 True
--------------------------------------------------------------------------------
[875/3000] Train loss: 0.72040, Valid loss: 0.85623, Elapsed_time: 256.89145
Current_accuracy : 61.500, Current_norm_ED : 0.7045
Best_accuracy : 63.500, Best_norm_ED : 0.7045
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7810 | 7810 | 0.9871 True
6077 | 6077 | 0.2503 True
--------------------------------------------------------------------------------
[880/3000] Train loss: 0.78893, Valid loss: 0.97242, Elapsed_time: 258.41043
Current_accuracy : 59.500, Current_norm_ED : 0.6978
Best_accuracy : 63.500, Best_norm_ED : 0.7045
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7110 | 7110 | 0.4795 True
4472 | 4472 | 0.4619 True
--------------------------------------------------------------------------------
[885/3000] Train loss: 0.70188, Valid loss: 1.03425, Elapsed_time: 259.65958
Current_accuracy : 59.500, Current_norm_ED : 0.6805
Best_accuracy : 63.500, Best_norm_ED : 0.7045
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 3131 | 0.0003 False
4236 | 2531 | 0.0003 False
--------------------------------------------------------------------------------
[890/3000] Train loss: 0.66920, Valid loss: 0.88426, Elapsed_time: 260.90725
Current_accuracy : 63.000, Current_norm_ED : 0.7080
Best_accuracy : 63.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1736 | 1736 | 0.8822 True
4317 | 4317 | 0.9833 True
--------------------------------------------------------------------------------
[895/3000] Train loss: 1.00756, Valid loss: 0.86709, Elapsed_time: 262.46697
Current_accuracy : 63.500, Current_norm_ED : 0.6915
Best_accuracy : 63.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9715 | 11 | 0.0009 False
8168 | 8168 | 0.8219 True
--------------------------------------------------------------------------------
[900/3000] Train loss: 0.75971, Valid loss: 1.01093, Elapsed_time: 264.07568
Current_accuracy : 58.500, Current_norm_ED : 0.6917
Best_accuracy : 63.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3258 | 14 | 0.0005 False
2598 | 2598 | 0.9723 True
--------------------------------------------------------------------------------
[905/3000] Train loss: 0.70482, Valid loss: 0.94311, Elapsed_time: 265.37486
Current_accuracy : 61.000, Current_norm_ED : 0.6980
Best_accuracy : 63.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 8967 | 0.8672 True
1140 | 153 | 0.0004 False
--------------------------------------------------------------------------------
[910/3000] Train loss: 0.64168, Valid loss: 0.89324, Elapsed_time: 266.65097
Current_accuracy : 63.500, Current_norm_ED : 0.7030
Best_accuracy : 63.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4066 | 4066 | 0.6533 True
8488 | 8488 | 0.2817 True
--------------------------------------------------------------------------------
[915/3000] Train loss: 0.68727, Valid loss: 0.93249, Elapsed_time: 267.92689
Current_accuracy : 64.000, Current_norm_ED : 0.6868
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5165 | 5165 | 0.9929 True
0228 | 309 | 0.0004 False
--------------------------------------------------------------------------------
[920/3000] Train loss: 0.76611, Valid loss: 0.94386, Elapsed_time: 269.49566
Current_accuracy : 64.000, Current_norm_ED : 0.6990
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8461 | 8548 | 0.0004 False
9442 | 8548 | 0.0004 False
--------------------------------------------------------------------------------
[925/3000] Train loss: 0.85056, Valid loss: 1.00078, Elapsed_time: 270.74907
Current_accuracy : 64.000, Current_norm_ED : 0.6990
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3067 | 3067 | 0.9833 True
7764 | 3751 | 0.0002 False
--------------------------------------------------------------------------------
[930/3000] Train loss: 0.72870, Valid loss: 0.93894, Elapsed_time: 272.97627
Current_accuracy : 60.000, Current_norm_ED : 0.6803
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 3141 | 0.0003 False
9700 | 9241 | 0.0013 False
--------------------------------------------------------------------------------
[935/3000] Train loss: 0.82458, Valid loss: 0.82354, Elapsed_time: 274.28184
Current_accuracy : 61.500, Current_norm_ED : 0.6765
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3848 | 3848 | 0.9607 True
7028 | 7028 | 0.9216 True
--------------------------------------------------------------------------------
[940/3000] Train loss: 0.86828, Valid loss: 0.90154, Elapsed_time: 275.57717
Current_accuracy : 63.500, Current_norm_ED : 0.6903
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7875 | 7875 | 0.9918 True
3409 | 3409 | 0.9757 True
--------------------------------------------------------------------------------
[945/3000] Train loss: 0.75962, Valid loss: 0.83889, Elapsed_time: 276.85990
Current_accuracy : 63.500, Current_norm_ED : 0.6915
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 0713 | 0.9884 True
8773 | 3543 | 0.0002 False
--------------------------------------------------------------------------------
[950/3000] Train loss: 0.65742, Valid loss: 0.90405, Elapsed_time: 278.13868
Current_accuracy : 62.500, Current_norm_ED : 0.6853
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4685 | 4685 | 0.9779 True
0543 | 55 | 0.0004 False
--------------------------------------------------------------------------------
[955/3000] Train loss: 0.82535, Valid loss: 0.98747, Elapsed_time: 279.33691
Current_accuracy : 63.000, Current_norm_ED : 0.6940
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2239 | 131 | 0.0003 False
3723 | 112 | 0.0007 False
--------------------------------------------------------------------------------
[960/3000] Train loss: 0.60105, Valid loss: 0.89869, Elapsed_time: 280.83130
Current_accuracy : 64.000, Current_norm_ED : 0.7003
Best_accuracy : 64.000, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1796 | 1796 | 0.9804 True
8243 | 8243 | 0.9885 True
--------------------------------------------------------------------------------
[965/3000] Train loss: 0.62291, Valid loss: 0.91668, Elapsed_time: 282.03004
Current_accuracy : 64.500, Current_norm_ED : 0.6990
Best_accuracy : 64.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0474 | 4950 | 0.0008 False
2742 | 2742 | 0.8761 True
--------------------------------------------------------------------------------
[970/3000] Train loss: 0.73764, Valid loss: 0.82614, Elapsed_time: 283.59277
Current_accuracy : 63.500, Current_norm_ED : 0.6953
Best_accuracy : 64.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.6114 True
9511 | 9511 | 0.3182 True
--------------------------------------------------------------------------------
[975/3000] Train loss: 0.77418, Valid loss: 0.84098, Elapsed_time: 284.87195
Current_accuracy : 62.500, Current_norm_ED : 0.6903
Best_accuracy : 64.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.9825 True
6350 | 3749 | 0.0003 False
--------------------------------------------------------------------------------
[980/3000] Train loss: 0.85289, Valid loss: 0.90735, Elapsed_time: 286.12494
Current_accuracy : 64.000, Current_norm_ED : 0.6928
Best_accuracy : 64.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9700 | 495 | 0.0014 False
7781 | 355 | 0.0005 False
--------------------------------------------------------------------------------
[985/3000] Train loss: 0.79776, Valid loss: 1.28901, Elapsed_time: 287.39787
Current_accuracy : 37.500, Current_norm_ED : 0.6150
Best_accuracy : 64.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7028 | 7028 | 0.9905 True
9220 | 855 | 0.0007 False
--------------------------------------------------------------------------------
[990/3000] Train loss: 0.65662, Valid loss: 0.86141, Elapsed_time: 288.66908
Current_accuracy : 62.500, Current_norm_ED : 0.6790
Best_accuracy : 64.500, Best_norm_ED : 0.7080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0617 | 0617 | 0.9849 True
1730 | 1730 | 0.9795 True
--------------------------------------------------------------------------------
[995/3000] Train loss: 0.68327, Valid loss: 0.88654, Elapsed_time: 290.21739
Current_accuracy : 64.000, Current_norm_ED : 0.7103
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2737 | 2737 | 0.9567 True
2843 | 2843 | 0.9871 True
--------------------------------------------------------------------------------
[1000/3000] Train loss: 0.88921, Valid loss: 2.80994, Elapsed_time: 291.85107
Current_accuracy : 28.000, Current_norm_ED : 0.3987
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6852 | 5942 | 0.0083 False
7667 | 942 | 0.0005 False
--------------------------------------------------------------------------------
[1005/3000] Train loss: 1.57580, Valid loss: 1.92188, Elapsed_time: 293.13393
Current_accuracy : 26.000, Current_norm_ED : 0.3787
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9885 | 3158 | 0.0018 False
9511 | 9511 | 0.2591 True
--------------------------------------------------------------------------------
[1010/3000] Train loss: 1.84898, Valid loss: 1.90374, Elapsed_time: 294.38675
Current_accuracy : 24.000, Current_norm_ED : 0.3768
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 2589 | 0.0004 False
2134 | 35328 | 0.0001 False
--------------------------------------------------------------------------------
[1015/3000] Train loss: 1.49798, Valid loss: 1.92247, Elapsed_time: 295.67280
Current_accuracy : 17.500, Current_norm_ED : 0.3392
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5427 | 5427 | 0.9631 True
7875 | 7875 | 0.9762 True
--------------------------------------------------------------------------------
[1020/3000] Train loss: 1.60384, Valid loss: 1.25925, Elapsed_time: 296.90060
Current_accuracy : 34.500, Current_norm_ED : 0.5982
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 100 | 0.0667 False
8027 | 9027 | 0.4142 False
--------------------------------------------------------------------------------
[1025/3000] Train loss: 0.84632, Valid loss: 0.94980, Elapsed_time: 298.52056
Current_accuracy : 57.500, Current_norm_ED : 0.6830
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1516 | 771 | 0.0003 False
1141 | 1141 | 0.6545 True
--------------------------------------------------------------------------------
[1030/3000] Train loss: 0.73425, Valid loss: 0.98556, Elapsed_time: 299.85084
Current_accuracy : 59.000, Current_norm_ED : 0.6958
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3723 | 113 | 0.0003 False
1960 | 1960 | 0.9808 True
--------------------------------------------------------------------------------
[1035/3000] Train loss: 0.71412, Valid loss: 0.96713, Elapsed_time: 301.11511
Current_accuracy : 57.500, Current_norm_ED : 0.6850
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3723 | 5953 | 0.0004 False
3848 | 3848 | 0.9517 True
--------------------------------------------------------------------------------
[1040/3000] Train loss: 0.77736, Valid loss: 0.97447, Elapsed_time: 302.36244
Current_accuracy : 58.500, Current_norm_ED : 0.6815
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1737 | 1737 | 0.6030 True
3723 | 4942 | 0.0005 False
--------------------------------------------------------------------------------
[1045/3000] Train loss: 0.86775, Valid loss: 0.93579, Elapsed_time: 303.69889
Current_accuracy : 60.500, Current_norm_ED : 0.6843
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5529 | 5529 | 0.7090 True
7781 | 3143 | 0.0003 False
--------------------------------------------------------------------------------
[1050/3000] Train loss: 0.76974, Valid loss: 0.84352, Elapsed_time: 305.64806
Current_accuracy : 62.000, Current_norm_ED : 0.6955
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4952 | 4952 | 0.9847 True
8286 | 8286 | 0.9603 True
--------------------------------------------------------------------------------
[1055/3000] Train loss: 0.64957, Valid loss: 1.01365, Elapsed_time: 306.92323
Current_accuracy : 63.000, Current_norm_ED : 0.6992
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6350 | 379 | 0.0008 False
1090 | 1090 | 0.9841 True
--------------------------------------------------------------------------------
[1060/3000] Train loss: 0.85069, Valid loss: 0.94577, Elapsed_time: 308.51563
Current_accuracy : 63.500, Current_norm_ED : 0.7042
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4569 | 4569 | 0.9919 True
7822 | 1047 | 0.0003 False
--------------------------------------------------------------------------------
[1065/3000] Train loss: 0.70116, Valid loss: 0.89812, Elapsed_time: 309.78663
Current_accuracy : 62.500, Current_norm_ED : 0.6955
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 899 | 0.0004 False
1736 | 1736 | 0.9783 True
--------------------------------------------------------------------------------
[1070/3000] Train loss: 0.65019, Valid loss: 0.90188, Elapsed_time: 311.08550
Current_accuracy : 62.500, Current_norm_ED : 0.7055
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6620 | 546 | 0.0003 False
1960 | 1960 | 0.9946 True
--------------------------------------------------------------------------------
[1075/3000] Train loss: 0.77794, Valid loss: 0.82748, Elapsed_time: 312.38317
Current_accuracy : 64.000, Current_norm_ED : 0.6980
Best_accuracy : 64.500, Best_norm_ED : 0.7103
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9030 | 9030 | 0.8883 True
7682 | 7682 | 0.9952 True
--------------------------------------------------------------------------------
[1080/3000] Train loss: 0.65743, Valid loss: 0.97033, Elapsed_time: 313.66851
Current_accuracy : 63.000, Current_norm_ED : 0.7107
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9267 | 171 | 0.0003 False
1572 | 171 | 0.0003 False
--------------------------------------------------------------------------------
[1085/3000] Train loss: 0.74682, Valid loss: 0.88428, Elapsed_time: 315.22967
Current_accuracy : 63.000, Current_norm_ED : 0.6967
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7209 | 7209 | 0.9771 True
9163 | 9163 | 0.9918 True
--------------------------------------------------------------------------------
[1090/3000] Train loss: 0.68464, Valid loss: 0.97397, Elapsed_time: 316.79714
Current_accuracy : 62.500, Current_norm_ED : 0.7055
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6914 | 147 | 0.0002 False
0907 | 0907 | 0.9773 True
--------------------------------------------------------------------------------
[1095/3000] Train loss: 0.81705, Valid loss: 0.98952, Elapsed_time: 318.13808
Current_accuracy : 59.000, Current_norm_ED : 0.6867
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.6097 True
4472 | 4472 | 0.5946 True
--------------------------------------------------------------------------------
[1100/3000] Train loss: 0.76951, Valid loss: 0.92874, Elapsed_time: 319.41573
Current_accuracy : 62.500, Current_norm_ED : 0.7070
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4066 | 4066 | 0.3664 True
1140 | 141 | 0.0005 False
--------------------------------------------------------------------------------
[1105/3000] Train loss: 0.65417, Valid loss: 0.91645, Elapsed_time: 320.70873
Current_accuracy : 62.500, Current_norm_ED : 0.6917
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3450 | 3450 | 0.9915 True
4620 | 4620 | 0.9818 True
--------------------------------------------------------------------------------
[1110/3000] Train loss: 0.82808, Valid loss: 0.94582, Elapsed_time: 321.96829
Current_accuracy : 60.000, Current_norm_ED : 0.6925
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7822 | 11 | 0.0004 False
7682 | 7682 | 0.9730 True
--------------------------------------------------------------------------------
[1115/3000] Train loss: 0.80090, Valid loss: 0.86163, Elapsed_time: 323.20224
Current_accuracy : 62.000, Current_norm_ED : 0.7030
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4952 | 4952 | 0.9913 True
3361 | 107 | 0.0003 False
--------------------------------------------------------------------------------
[1120/3000] Train loss: 0.55874, Valid loss: 0.92570, Elapsed_time: 324.76429
Current_accuracy : 63.000, Current_norm_ED : 0.7030
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6574 | 373 | 0.0008 False
0975 | 0975 | 0.9860 True
--------------------------------------------------------------------------------
[1125/3000] Train loss: 0.59389, Valid loss: 0.88312, Elapsed_time: 326.00363
Current_accuracy : 61.000, Current_norm_ED : 0.6968
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6728 | 373 | 0.0005 False
1960 | 1960 | 0.9814 True
--------------------------------------------------------------------------------
[1130/3000] Train loss: 0.69298, Valid loss: 0.87981, Elapsed_time: 327.28511
Current_accuracy : 63.500, Current_norm_ED : 0.6953
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7667 | 2142 | 0.0003 False
2742 | 2742 | 0.9299 True
--------------------------------------------------------------------------------
[1135/3000] Train loss: 0.68375, Valid loss: 0.85560, Elapsed_time: 328.54812
Current_accuracy : 63.000, Current_norm_ED : 0.7017
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8286 | 8286 | 0.9773 True
3506 | 8743 | 0.0002 False
--------------------------------------------------------------------------------
[1140/3000] Train loss: 0.77748, Valid loss: 0.89132, Elapsed_time: 329.83942
Current_accuracy : 64.000, Current_norm_ED : 0.7015
Best_accuracy : 64.500, Best_norm_ED : 0.7107
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 8078 | 0.0009 False
4066 | 4066 | 0.8002 True
--------------------------------------------------------------------------------
[1145/3000] Train loss: 0.87876, Valid loss: 0.95901, Elapsed_time: 331.11406
Current_accuracy : 63.000, Current_norm_ED : 0.7180
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7742 | 7742 | 0.5802 True
8744 | 4971 | 0.0008 False
--------------------------------------------------------------------------------
[1150/3000] Train loss: 0.77035, Valid loss: 1.04067, Elapsed_time: 332.68191
Current_accuracy : 54.500, Current_norm_ED : 0.6815
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3297 | 3297 | 0.7211 True
0593 | 17 | 0.0012 False
--------------------------------------------------------------------------------
[1155/3000] Train loss: 0.72371, Valid loss: 0.82115, Elapsed_time: 334.32267
Current_accuracy : 61.000, Current_norm_ED : 0.6943
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3638 | 3638 | 0.9752 True
5165 | 5165 | 0.9969 True
--------------------------------------------------------------------------------
[1160/3000] Train loss: 0.88820, Valid loss: 0.90071, Elapsed_time: 335.61211
Current_accuracy : 59.500, Current_norm_ED : 0.6915
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5888 | 5898 | 0.6402 False
7781 | 317 | 0.0007 False
--------------------------------------------------------------------------------
[1165/3000] Train loss: 0.62804, Valid loss: 0.87981, Elapsed_time: 336.86758
Current_accuracy : 63.500, Current_norm_ED : 0.7153
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.9682 True
7742 | 7742 | 0.2519 True
--------------------------------------------------------------------------------
[1170/3000] Train loss: 0.60983, Valid loss: 0.82626, Elapsed_time: 338.54543
Current_accuracy : 63.500, Current_norm_ED : 0.7065
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6919 | 6919 | 0.9802 True
3438 | 3438 | 0.9805 True
--------------------------------------------------------------------------------
[1175/3000] Train loss: 0.90226, Valid loss: 0.86828, Elapsed_time: 339.79566
Current_accuracy : 64.000, Current_norm_ED : 0.7055
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3848 | 3848 | 0.9288 True
6191 | 6191 | 0.9924 True
--------------------------------------------------------------------------------
[1180/3000] Train loss: 0.72672, Valid loss: 0.86364, Elapsed_time: 341.05786
Current_accuracy : 62.500, Current_norm_ED : 0.7040
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3560 | 3560 | 0.9822 True
4472 | 4472 | 0.3492 True
--------------------------------------------------------------------------------
[1185/3000] Train loss: 0.49615, Valid loss: 0.84231, Elapsed_time: 342.63447
Current_accuracy : 63.500, Current_norm_ED : 0.7092
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2665 | 0.9954 True
7108 | 7108 | 0.9559 True
--------------------------------------------------------------------------------
[1190/3000] Train loss: 0.68705, Valid loss: 0.88443, Elapsed_time: 343.94938
Current_accuracy : 63.500, Current_norm_ED : 0.7165
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.9801 True
6858 | 6858 | 0.9810 True
--------------------------------------------------------------------------------
[1195/3000] Train loss: 0.73481, Valid loss: 0.87149, Elapsed_time: 345.23952
Current_accuracy : 64.500, Current_norm_ED : 0.7125
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3389 | 3389 | 0.5146 True
0056 | 0056 | 0.7039 True
--------------------------------------------------------------------------------
[1200/3000] Train loss: 0.73656, Valid loss: 0.84450, Elapsed_time: 346.52364
Current_accuracy : 63.000, Current_norm_ED : 0.7015
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1796 | 1796 | 0.9853 True
0713 | 0713 | 0.9904 True
--------------------------------------------------------------------------------
[1205/3000] Train loss: 0.67682, Valid loss: 0.78269, Elapsed_time: 347.76518
Current_accuracy : 63.500, Current_norm_ED : 0.7140
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4569 | 4569 | 0.9943 True
0340 | 0340 | 0.9647 True
--------------------------------------------------------------------------------
[1210/3000] Train loss: 0.73436, Valid loss: 0.88783, Elapsed_time: 349.02933
Current_accuracy : 63.500, Current_norm_ED : 0.7040
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5165 | 5165 | 0.9961 True
8286 | 8286 | 0.9747 True
--------------------------------------------------------------------------------
[1215/3000] Train loss: 0.84769, Valid loss: 0.91031, Elapsed_time: 350.26786
Current_accuracy : 59.000, Current_norm_ED : 0.6853
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.9922 True
1796 | 1796 | 0.9547 True
--------------------------------------------------------------------------------
[1220/3000] Train loss: 0.73382, Valid loss: 0.89532, Elapsed_time: 351.87406
Current_accuracy : 64.000, Current_norm_ED : 0.7128
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7253 | 7253 | 0.5294 True
7682 | 7682 | 0.9853 True
--------------------------------------------------------------------------------
[1225/3000] Train loss: 0.75460, Valid loss: 0.88375, Elapsed_time: 353.14569
Current_accuracy : 58.000, Current_norm_ED : 0.6913
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 2164 | 0.9690 True
6191 | 6191 | 0.9952 True
--------------------------------------------------------------------------------
[1230/3000] Train loss: 0.67958, Valid loss: 0.84570, Elapsed_time: 354.40879
Current_accuracy : 58.000, Current_norm_ED : 0.6963
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8096 | 8968 | 0.0018 False
1346 | 1346 | 0.9521 True
--------------------------------------------------------------------------------
[1235/3000] Train loss: 0.80350, Valid loss: 0.86577, Elapsed_time: 355.71777
Current_accuracy : 63.500, Current_norm_ED : 0.7165
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3409 | 3409 | 0.9691 True
2665 | 2665 | 0.9923 True
--------------------------------------------------------------------------------
[1240/3000] Train loss: 0.66137, Valid loss: 1.19612, Elapsed_time: 357.03126
Current_accuracy : 47.000, Current_norm_ED : 0.6665
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1572 | 311 | 0.0009 False
3450 | 3459 | 0.6032 False
--------------------------------------------------------------------------------
[1245/3000] Train loss: 0.59149, Valid loss: 0.82412, Elapsed_time: 358.30033
Current_accuracy : 62.500, Current_norm_ED : 0.7153
Best_accuracy : 64.500, Best_norm_ED : 0.7180
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0567 | 053 | 0.0013 False
3574 | 3574 | 0.9923 True
--------------------------------------------------------------------------------
[1250/3000] Train loss: 0.61670, Valid loss: 0.04696, Elapsed_time: 359.84177
Current_accuracy : 93.500, Current_norm_ED : 0.9843
Best_accuracy : 93.500, Best_norm_ED : 0.9843
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2433 | 2433 | 0.3994 True
7810 | 7810 | 0.9952 True
--------------------------------------------------------------------------------
[1255/3000] Train loss: 0.06452, Valid loss: 0.71210, Elapsed_time: 361.76677
Current_accuracy : 65.000, Current_norm_ED : 0.8445
Best_accuracy : 93.500, Best_norm_ED : 0.9843
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6620 | 620 | 0.4561 False
9033 | 9033 | 0.4596 True
--------------------------------------------------------------------------------
[1260/3000] Train loss: 0.13112, Valid loss: 0.32939, Elapsed_time: 363.03378
Current_accuracy : 74.500, Current_norm_ED : 0.9225
Best_accuracy : 93.500, Best_norm_ED : 0.9843
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8168 | 8168 | 0.8908 True
9220 | 9220 | 0.9555 True
--------------------------------------------------------------------------------
[1265/3000] Train loss: 0.08807, Valid loss: 0.12020, Elapsed_time: 364.31380
Current_accuracy : 87.500, Current_norm_ED : 0.9690
Best_accuracy : 93.500, Best_norm_ED : 0.9843
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 841 | 0.4258 False
8773 | 8773 | 0.9368 True
--------------------------------------------------------------------------------
[1270/3000] Train loss: 0.08771, Valid loss: 0.13209, Elapsed_time: 365.58843
Current_accuracy : 84.500, Current_norm_ED : 0.9607
Best_accuracy : 93.500, Best_norm_ED : 0.9843
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1383 | 1383 | 0.9879 True
3937 | 3937 | 0.9854 True
--------------------------------------------------------------------------------
[1275/3000] Train loss: 0.14206, Valid loss: 0.18792, Elapsed_time: 366.85256
Current_accuracy : 81.000, Current_norm_ED : 0.9528
Best_accuracy : 93.500, Best_norm_ED : 0.9843
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9046 | 046 | 0.9601 False
0155 | 0155 | 0.5229 True
--------------------------------------------------------------------------------
[1280/3000] Train loss: 0.07853, Valid loss: 0.19331, Elapsed_time: 368.45450
Current_accuracy : 79.000, Current_norm_ED : 0.9453
Best_accuracy : 93.500, Best_norm_ED : 0.9843
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 0469 | 0.9811 True
2768 | 2768 | 0.8894 True
--------------------------------------------------------------------------------
[1285/3000] Train loss: 0.07515, Valid loss: 0.04786, Elapsed_time: 369.71264
Current_accuracy : 94.500, Current_norm_ED : 0.9868
Best_accuracy : 94.500, Best_norm_ED : 0.9868
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1346 | 1346 | 0.9825 True
7682 | 7682 | 0.9876 True
--------------------------------------------------------------------------------
[1290/3000] Train loss: 0.02590, Valid loss: 0.03223, Elapsed_time: 372.16997
Current_accuracy : 97.500, Current_norm_ED : 0.9945
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 0469 | 0.9837 True
4569 | 4569 | 0.9944 True
--------------------------------------------------------------------------------
[1295/3000] Train loss: 0.02120, Valid loss: 0.10963, Elapsed_time: 374.10161
Current_accuracy : 89.000, Current_norm_ED : 0.9711
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8834 | 8834 | 0.5284 True
7014 | 7013 | 0.9461 False
--------------------------------------------------------------------------------
[1300/3000] Train loss: 0.10636, Valid loss: 0.51717, Elapsed_time: 375.37906
Current_accuracy : 68.500, Current_norm_ED : 0.9120
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8027 | 8027 | 0.7849 True
1873 | 1873 | 0.9893 True
--------------------------------------------------------------------------------
[1305/3000] Train loss: 0.06071, Valid loss: 0.30703, Elapsed_time: 376.66935
Current_accuracy : 78.000, Current_norm_ED : 0.9445
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0975 | 0975 | 0.9597 True
1730 | 7730 | 0.3366 False
--------------------------------------------------------------------------------
[1310/3000] Train loss: 0.07725, Valid loss: 0.48270, Elapsed_time: 377.96197
Current_accuracy : 72.500, Current_norm_ED : 0.9283
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7209 | 7209 | 0.7706 True
5888 | 5888 | 0.4942 True
--------------------------------------------------------------------------------
[1315/3000] Train loss: 0.07568, Valid loss: 0.05142, Elapsed_time: 379.60506
Current_accuracy : 96.000, Current_norm_ED : 0.9910
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.9743 True
4769 | 4769 | 0.9854 True
--------------------------------------------------------------------------------
[1320/3000] Train loss: 0.02047, Valid loss: 0.04424, Elapsed_time: 380.94030
Current_accuracy : 96.000, Current_norm_ED : 0.9910
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9030 | 9030 | 0.4401 True
0056 | 0056 | 0.5616 True
--------------------------------------------------------------------------------
[1325/3000] Train loss: 0.02528, Valid loss: 0.03283, Elapsed_time: 382.25514
Current_accuracy : 97.000, Current_norm_ED : 0.9935
Best_accuracy : 97.500, Best_norm_ED : 0.9945
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0702 | 0702 | 0.7893 True
0543 | 0543 | 0.9936 True
--------------------------------------------------------------------------------
[1330/3000] Train loss: 0.00728, Valid loss: 0.01775, Elapsed_time: 383.54288
Current_accuracy : 98.000, Current_norm_ED : 0.9953
Best_accuracy : 98.000, Best_norm_ED : 0.9953
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.9853 True
9139 | 9139 | 0.9924 True
--------------------------------------------------------------------------------
[1335/3000] Train loss: 0.00973, Valid loss: 0.05592, Elapsed_time: 385.37695
Current_accuracy : 93.500, Current_norm_ED : 0.9843
Best_accuracy : 98.000, Best_norm_ED : 0.9953
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1090 | 1090 | 0.9720 True
0340 | 0340 | 0.9778 True
--------------------------------------------------------------------------------
[1340/3000] Train loss: 0.00576, Valid loss: 0.04064, Elapsed_time: 386.64033
Current_accuracy : 96.500, Current_norm_ED : 0.9918
Best_accuracy : 98.000, Best_norm_ED : 0.9953
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9438 | 9438 | 0.9962 True
2134 | 2134 | 0.9286 True
--------------------------------------------------------------------------------
[1345/3000] Train loss: 0.00395, Valid loss: 0.01400, Elapsed_time: 388.16227
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7295 | 7295 | 0.9917 True
4217 | 4217 | 0.9947 True
--------------------------------------------------------------------------------
[1350/3000] Train loss: 0.00322, Valid loss: 0.01468, Elapsed_time: 390.14185
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0228 | 0228 | 0.9884 True
2598 | 2598 | 0.9918 True
--------------------------------------------------------------------------------
[1355/3000] Train loss: 0.01058, Valid loss: 0.03008, Elapsed_time: 391.40779
Current_accuracy : 97.000, Current_norm_ED : 0.9930
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.9524 True
6350 | 6350 | 0.9844 True
--------------------------------------------------------------------------------
[1360/3000] Train loss: 0.00958, Valid loss: 0.02343, Elapsed_time: 392.61924
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3361 | 361 | 0.4163 False
3638 | 3638 | 0.9967 True
--------------------------------------------------------------------------------
[1365/3000] Train loss: 0.00252, Valid loss: 0.01910, Elapsed_time: 393.85716
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2182 | 2182 | 0.9912 True
8262 | 8262 | 0.9945 True
--------------------------------------------------------------------------------
[1370/3000] Train loss: 0.00253, Valid loss: 0.01565, Elapsed_time: 395.11523
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5538 | 5538 | 0.7652 True
2831 | 2831 | 0.9970 True
--------------------------------------------------------------------------------
[1375/3000] Train loss: 0.00260, Valid loss: 0.01292, Elapsed_time: 396.35620
Current_accuracy : 98.000, Current_norm_ED : 0.9953
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3560 | 3560 | 0.9950 True
7695 | 7695 | 0.9879 True
--------------------------------------------------------------------------------
[1380/3000] Train loss: 0.00162, Valid loss: 0.01130, Elapsed_time: 397.95703
Current_accuracy : 97.500, Current_norm_ED : 0.9942
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0593 | 0593 | 0.9967 True
9589 | 9589 | 0.9880 True
--------------------------------------------------------------------------------
[1385/3000] Train loss: 0.00245, Valid loss: 0.01142, Elapsed_time: 399.29589
Current_accuracy : 97.500, Current_norm_ED : 0.9942
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7110 | 7110 | 0.9443 True
9541 | 9541 | 0.9930 True
--------------------------------------------------------------------------------
[1390/3000] Train loss: 0.00187, Valid loss: 0.00985, Elapsed_time: 400.55818
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 98.500, Best_norm_ED : 0.9965
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3258 | 3258 | 0.9954 True
1372 | 1372 | 0.9919 True
--------------------------------------------------------------------------------
[1395/3000] Train loss: 0.00148, Valid loss: 0.00778, Elapsed_time: 401.85518
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7953 | 7953 | 0.9922 True
9571 | 9571 | 0.9908 True
--------------------------------------------------------------------------------
[1400/3000] Train loss: 0.00178, Valid loss: 0.00804, Elapsed_time: 404.26766
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9281 | 9281 | 0.9964 True
5944 | 5944 | 0.6215 True
--------------------------------------------------------------------------------
[1405/3000] Train loss: 0.00165, Valid loss: 0.00739, Elapsed_time: 405.53677
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9046 | 9046 | 0.9777 True
9335 | 9335 | 0.9946 True
--------------------------------------------------------------------------------
[1410/3000] Train loss: 0.00677, Valid loss: 0.13506, Elapsed_time: 407.15821
Current_accuracy : 88.000, Current_norm_ED : 0.9670
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6348 | 6348 | 0.9836 True
8027 | 9027 | 0.9446 False
--------------------------------------------------------------------------------
[1415/3000] Train loss: 0.01810, Valid loss: 0.01561, Elapsed_time: 408.46605
Current_accuracy : 98.000, Current_norm_ED : 0.9953
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 1289 | 0.9911 True
7016 | 7016 | 0.9967 True
--------------------------------------------------------------------------------
[1420/3000] Train loss: 0.00221, Valid loss: 0.01241, Elapsed_time: 409.73609
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 2768 | 0.9804 True
3351 | 3351 | 0.8315 True
--------------------------------------------------------------------------------
[1425/3000] Train loss: 0.00164, Valid loss: 0.00970, Elapsed_time: 411.03111
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3506 | 3506 | 0.9939 True
9511 | 9511 | 0.7245 True
--------------------------------------------------------------------------------
[1430/3000] Train loss: 0.00146, Valid loss: 0.01051, Elapsed_time: 412.31687
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6858 | 6858 | 0.9934 True
4217 | 4217 | 0.9956 True
--------------------------------------------------------------------------------
[1435/3000] Train loss: 0.00143, Valid loss: 0.00928, Elapsed_time: 413.55521
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8461 | 8461 | 0.9897 True
0543 | 0543 | 0.9982 True
--------------------------------------------------------------------------------
[1440/3000] Train loss: 0.12201, Valid loss: 0.01903, Elapsed_time: 415.16413
Current_accuracy : 96.500, Current_norm_ED : 0.9920
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7295 | 7295 | 0.9952 True
5735 | 5735 | 0.9924 True
--------------------------------------------------------------------------------
[1445/3000] Train loss: 0.00285, Valid loss: 0.02990, Elapsed_time: 416.47289
Current_accuracy : 95.000, Current_norm_ED : 0.9883
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3297 | 3297 | 0.9861 True
8243 | 8243 | 0.9961 True
--------------------------------------------------------------------------------
[1450/3000] Train loss: 0.00173, Valid loss: 0.00787, Elapsed_time: 417.78619
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3476 | 3476 | 0.9970 True
9589 | 9589 | 0.9847 True
--------------------------------------------------------------------------------
[1455/3000] Train loss: 0.00133, Valid loss: 0.00753, Elapsed_time: 419.09383
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6077 | 6077 | 0.5021 True
1796 | 1796 | 0.9946 True
--------------------------------------------------------------------------------
[1460/3000] Train loss: 0.00119, Valid loss: 0.00703, Elapsed_time: 420.42962
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 4405 | 0.8835 True
1156 | 1156 | 0.7900 True
--------------------------------------------------------------------------------
[1465/3000] Train loss: 0.00112, Valid loss: 0.00783, Elapsed_time: 421.72208
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9033 | 9033 | 0.8179 True
3848 | 3848 | 0.9965 True
--------------------------------------------------------------------------------
[1470/3000] Train loss: 0.00117, Valid loss: 0.01098, Elapsed_time: 423.02242
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2003 | 0.9913 True
4236 | 4236 | 0.9971 True
--------------------------------------------------------------------------------
[1475/3000] Train loss: 0.00173, Valid loss: 0.01335, Elapsed_time: 424.64746
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7682 | 7682 | 0.9980 True
6914 | 6914 | 0.9949 True
--------------------------------------------------------------------------------
[1480/3000] Train loss: 0.00089, Valid loss: 0.01119, Elapsed_time: 425.92409
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4222 | 4222 | 0.3964 True
1407 | 1407 | 0.9870 True
--------------------------------------------------------------------------------
[1485/3000] Train loss: 0.00111, Valid loss: 0.00791, Elapsed_time: 427.19904
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1346 | 1346 | 0.9963 True
5239 | 5239 | 0.9976 True
--------------------------------------------------------------------------------
[1490/3000] Train loss: 0.00099, Valid loss: 0.00816, Elapsed_time: 428.51762
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.000, Best_norm_ED : 0.9978
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5627 | 5627 | 0.9982 True
2665 | 2665 | 0.9992 True
--------------------------------------------------------------------------------
[1495/3000] Train loss: 0.00084, Valid loss: 0.00654, Elapsed_time: 429.83937
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7781 | 7781 | 0.6679 True
2134 | 2134 | 0.9945 True
--------------------------------------------------------------------------------
[1500/3000] Train loss: 0.00080, Valid loss: 0.00692, Elapsed_time: 431.84669
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.9957 True
8834 | 8834 | 0.3853 True
--------------------------------------------------------------------------------
[1505/3000] Train loss: 0.00076, Valid loss: 0.00684, Elapsed_time: 433.43889
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2665 | 0.9993 True
0975 | 0975 | 0.9972 True
--------------------------------------------------------------------------------
[1510/3000] Train loss: 0.00063, Valid loss: 0.00664, Elapsed_time: 434.83269
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7695 | 7695 | 0.9949 True
1140 | 1140 | 0.7137 True
--------------------------------------------------------------------------------
[1515/3000] Train loss: 0.00075, Valid loss: 0.00832, Elapsed_time: 436.71654
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1572 | 1572 | 0.9983 True
2665 | 2665 | 0.9993 True
--------------------------------------------------------------------------------
[1520/3000] Train loss: 0.00075, Valid loss: 0.00674, Elapsed_time: 437.99664
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9335 | 9335 | 0.9974 True
1730 | 1730 | 0.9976 True
--------------------------------------------------------------------------------
[1525/3000] Train loss: 0.00076, Valid loss: 0.00657, Elapsed_time: 439.26748
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0155 | 0155 | 0.9372 True
2433 | 2433 | 0.6318 True
--------------------------------------------------------------------------------
[1530/3000] Train loss: 0.00065, Valid loss: 0.01278, Elapsed_time: 440.52158
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1372 | 1372 | 0.9972 True
4459 | 4459 | 0.9307 True
--------------------------------------------------------------------------------
[1535/3000] Train loss: 0.00118, Valid loss: 0.02991, Elapsed_time: 441.74917
Current_accuracy : 97.500, Current_norm_ED : 0.9945
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6367 | 6367 | 0.9957 True
3297 | 3297 | 0.9910 True
--------------------------------------------------------------------------------
[1540/3000] Train loss: 0.00070, Valid loss: 0.02907, Elapsed_time: 443.35073
Current_accuracy : 97.500, Current_norm_ED : 0.9945
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7810 | 7810 | 0.9990 True
0034 | 0034 | 0.6973 True
--------------------------------------------------------------------------------
[1545/3000] Train loss: 0.00071, Valid loss: 0.02707, Elapsed_time: 444.68313
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2665 | 0.9975 True
0340 | 0340 | 0.9968 True
--------------------------------------------------------------------------------
[1550/3000] Train loss: 0.00061, Valid loss: 0.02418, Elapsed_time: 445.97929
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0593 | 0593 | 0.9989 True
0631 | 0631 | 0.9990 True
--------------------------------------------------------------------------------
[1555/3000] Train loss: 0.00069, Valid loss: 0.01829, Elapsed_time: 447.25596
Current_accuracy : 98.000, Current_norm_ED : 0.9953
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2831 | 2831 | 0.9992 True
1796 | 1796 | 0.9975 True
--------------------------------------------------------------------------------
[1560/3000] Train loss: 0.00081, Valid loss: 0.00819, Elapsed_time: 448.52267
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.9144 True
9541 | 9541 | 0.9972 True
--------------------------------------------------------------------------------
[1565/3000] Train loss: 0.00061, Valid loss: 0.00670, Elapsed_time: 449.79235
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8794 | 8794 | 0.9986 True
5415 | 5415 | 0.9985 True
--------------------------------------------------------------------------------
[1570/3000] Train loss: 0.04467, Valid loss: 0.01612, Elapsed_time: 451.37407
Current_accuracy : 97.500, Current_norm_ED : 0.9943
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2843 | 2843 | 0.9946 True
6313 | 6313 | 0.9905 True
--------------------------------------------------------------------------------
[1575/3000] Train loss: 0.00096, Valid loss: 0.00815, Elapsed_time: 452.70299
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4472 | 4472 | 0.5666 True
6914 | 6914 | 0.9956 True
--------------------------------------------------------------------------------
[1580/3000] Train loss: 0.01523, Valid loss: 0.00707, Elapsed_time: 453.99561
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9966 True
9589 | 9589 | 0.9913 True
--------------------------------------------------------------------------------
[1585/3000] Train loss: 0.00082, Valid loss: 0.00660, Elapsed_time: 455.31743
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 9442 | 0.9974 True
0273 | 0273 | 0.9979 True
--------------------------------------------------------------------------------
[1590/3000] Train loss: 0.00072, Valid loss: 0.00590, Elapsed_time: 456.54142
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8461 | 8461 | 0.9952 True
6910 | 6910 | 0.9977 True
--------------------------------------------------------------------------------
[1595/3000] Train loss: 0.00070, Valid loss: 0.00582, Elapsed_time: 457.78226
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7110 | 7110 | 0.9674 True
0340 | 0340 | 0.9966 True
--------------------------------------------------------------------------------
[1600/3000] Train loss: 0.00155, Valid loss: 0.00432, Elapsed_time: 459.31991
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 4301 | 0.9987 True
5529 | 5529 | 0.8242 True
--------------------------------------------------------------------------------
[1605/3000] Train loss: 0.00170, Valid loss: 0.01034, Elapsed_time: 460.63534
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.9970 True
6914 | 6914 | 0.9953 True
--------------------------------------------------------------------------------
[1610/3000] Train loss: 0.00079, Valid loss: 0.00627, Elapsed_time: 461.91672
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.9971 True
8773 | 8773 | 0.9912 True
--------------------------------------------------------------------------------
[1615/3000] Train loss: 0.00089, Valid loss: 0.03248, Elapsed_time: 463.22458
Current_accuracy : 97.000, Current_norm_ED : 0.9928
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8027 | 8027 | 0.9930 True
0474 | 0474 | 0.9969 True
--------------------------------------------------------------------------------
[1620/3000] Train loss: 0.00070, Valid loss: 0.01137, Elapsed_time: 464.50298
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3723 | 3723 | 0.9938 True
7209 | 7209 | 0.9808 True
--------------------------------------------------------------------------------
[1625/3000] Train loss: 0.00071, Valid loss: 0.00700, Elapsed_time: 465.77864
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 9511 | 0.8148 True
8096 | 8096 | 0.9976 True
--------------------------------------------------------------------------------
[1630/3000] Train loss: 0.00065, Valid loss: 0.00555, Elapsed_time: 467.07633
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1618 | 1618 | 0.9983 True
9335 | 9335 | 0.9977 True
--------------------------------------------------------------------------------
[1635/3000] Train loss: 0.00057, Valid loss: 0.00583, Elapsed_time: 468.64477
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2003 | 0.9936 True
9589 | 9589 | 0.9926 True
--------------------------------------------------------------------------------
[1640/3000] Train loss: 0.00057, Valid loss: 0.00592, Elapsed_time: 470.47894
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0298 | 0298 | 0.9981 True
3067 | 3067 | 0.9988 True
--------------------------------------------------------------------------------
[1645/3000] Train loss: 0.00047, Valid loss: 0.00561, Elapsed_time: 471.76139
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7453 | 7453 | 0.9970 True
5415 | 5415 | 0.9984 True
--------------------------------------------------------------------------------
[1650/3000] Train loss: 0.00048, Valid loss: 0.00541, Elapsed_time: 473.06441
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6217 | 6217 | 0.9988 True
9220 | 9220 | 0.9983 True
--------------------------------------------------------------------------------
[1655/3000] Train loss: 0.00044, Valid loss: 0.00601, Elapsed_time: 474.33236
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.9980 True
3590 | 3590 | 0.9970 True
--------------------------------------------------------------------------------
[1660/3000] Train loss: 0.00046, Valid loss: 0.00549, Elapsed_time: 475.59906
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.9376 True
2598 | 2598 | 0.9982 True
--------------------------------------------------------------------------------
[1665/3000] Train loss: 0.00052, Valid loss: 0.00559, Elapsed_time: 477.19794
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.9455 True
6217 | 6217 | 0.9988 True
--------------------------------------------------------------------------------
[1670/3000] Train loss: 0.00044, Valid loss: 0.00541, Elapsed_time: 478.53298
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6620 | 6620 | 0.8625 True
5239 | 5239 | 0.9989 True
--------------------------------------------------------------------------------
[1675/3000] Train loss: 0.00038, Valid loss: 0.00518, Elapsed_time: 479.81762
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4783 | 4783 | 0.9995 True
2365 | 2365 | 0.9980 True
--------------------------------------------------------------------------------
[1680/3000] Train loss: 0.00038, Valid loss: 0.00512, Elapsed_time: 481.08560
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 1140 | 0.8415 True
9267 | 9267 | 0.9979 True
--------------------------------------------------------------------------------
[1685/3000] Train loss: 0.00043, Valid loss: 0.00521, Elapsed_time: 482.38065
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3506 | 3506 | 0.9982 True
9700 | 9700 | 0.8631 True
--------------------------------------------------------------------------------
[1690/3000] Train loss: 0.00036, Valid loss: 0.00631, Elapsed_time: 483.64926
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3067 | 3067 | 0.9990 True
5890 | 5890 | 0.9961 True
--------------------------------------------------------------------------------
[1695/3000] Train loss: 0.00053, Valid loss: 0.00628, Elapsed_time: 484.91509
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4620 | 4620 | 0.9991 True
8841 | 8841 | 0.6600 True
--------------------------------------------------------------------------------
[1700/3000] Train loss: 0.00034, Valid loss: 0.00491, Elapsed_time: 486.51104
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2239 | 2239 | 0.8267 True
0631 | 0631 | 0.9995 True
--------------------------------------------------------------------------------
[1705/3000] Train loss: 0.00038, Valid loss: 0.00499, Elapsed_time: 487.76154
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9541 | 9541 | 0.9979 True
4066 | 4066 | 0.6805 True
--------------------------------------------------------------------------------
[1710/3000] Train loss: 0.00034, Valid loss: 0.01031, Elapsed_time: 489.01645
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4317 | 4317 | 0.9991 True
9700 | 9700 | 0.8613 True
--------------------------------------------------------------------------------
[1715/3000] Train loss: 0.00028, Valid loss: 0.01031, Elapsed_time: 490.28523
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7110 | 7110 | 0.9746 True
7667 | 76667 | 0.5612 False
--------------------------------------------------------------------------------
[1720/3000] Train loss: 0.00043, Valid loss: 0.00477, Elapsed_time: 491.53178
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1737 | 1737 | 0.9981 True
3438 | 3438 | 0.9994 True
--------------------------------------------------------------------------------
[1725/3000] Train loss: 0.00036, Valid loss: 0.00507, Elapsed_time: 492.80874
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8461 | 8461 | 0.9973 True
4217 | 4217 | 0.9991 True
--------------------------------------------------------------------------------
[1730/3000] Train loss: 0.00026, Valid loss: 0.00505, Elapsed_time: 494.39940
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0663 | 0663 | 0.9965 True
7953 | 7953 | 0.9982 True
--------------------------------------------------------------------------------
[1735/3000] Train loss: 0.00030, Valid loss: 0.00494, Elapsed_time: 495.69666
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1572 | 1572 | 0.9990 True
2737 | 2737 | 0.9948 True
--------------------------------------------------------------------------------
[1740/3000] Train loss: 0.00034, Valid loss: 0.00477, Elapsed_time: 496.97556
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0056 | 0056 | 0.7167 True
1737 | 1737 | 0.9984 True
--------------------------------------------------------------------------------
[1745/3000] Train loss: 0.00034, Valid loss: 0.00488, Elapsed_time: 498.23376
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0907 | 0907 | 0.9967 True
5812 | 5812 | 0.9983 True
--------------------------------------------------------------------------------
[1750/3000] Train loss: 0.00028, Valid loss: 0.00500, Elapsed_time: 499.53975
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7010 | 7010 | 0.9994 True
8794 | 8794 | 0.9989 True
--------------------------------------------------------------------------------
[1755/3000] Train loss: 0.00028, Valid loss: 0.00509, Elapsed_time: 500.86113
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6858 | 6858 | 0.9988 True
7253 | 7253 | 0.9965 True
--------------------------------------------------------------------------------
[1760/3000] Train loss: 0.00166, Valid loss: 0.01555, Elapsed_time: 502.41148
Current_accuracy : 98.000, Current_norm_ED : 0.9953
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8773 | 8773 | 0.9843 True
0543 | 0543 | 0.9995 True
--------------------------------------------------------------------------------
[1765/3000] Train loss: 0.00034, Valid loss: 0.00893, Elapsed_time: 503.72129
Current_accuracy : 98.000, Current_norm_ED : 0.9953
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 8967 | 0.9979 True
3560 | 3560 | 0.9988 True
--------------------------------------------------------------------------------
[1770/3000] Train loss: 0.00030, Valid loss: 0.00760, Elapsed_time: 504.99723
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1618 | 1618 | 0.9987 True
3476 | 3476 | 0.9987 True
--------------------------------------------------------------------------------
[1775/3000] Train loss: 0.00065, Valid loss: 0.01752, Elapsed_time: 506.26772
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7667 | 76667 | 0.5264 False
1346 | 1346 | 0.9986 True
--------------------------------------------------------------------------------
[1780/3000] Train loss: 0.00029, Valid loss: 0.00667, Elapsed_time: 507.54169
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1796 | 1796 | 0.9986 True
4217 | 4217 | 0.9992 True
--------------------------------------------------------------------------------
[1785/3000] Train loss: 0.00026, Valid loss: 0.00669, Elapsed_time: 508.79204
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.9706 True
6964 | 6964 | 0.9987 True
--------------------------------------------------------------------------------
[1790/3000] Train loss: 0.00027, Valid loss: 0.00678, Elapsed_time: 510.07255
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5427 | 5427 | 0.9989 True
0631 | 0631 | 0.9997 True
--------------------------------------------------------------------------------
[1795/3000] Train loss: 0.00026, Valid loss: 0.00636, Elapsed_time: 511.62435
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2239 | 2239 | 0.5555 True
2321 | 2321 | 0.9981 True
--------------------------------------------------------------------------------
[1800/3000] Train loss: 0.00024, Valid loss: 0.00477, Elapsed_time: 512.89365
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2433 | 2433 | 0.7692 True
2182 | 2182 | 0.9993 True
--------------------------------------------------------------------------------
[1805/3000] Train loss: 0.00027, Valid loss: 0.00367, Elapsed_time: 514.49432
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5468 | 5468 | 0.9984 True
6350 | 6350 | 0.9992 True
--------------------------------------------------------------------------------
[1810/3000] Train loss: 0.00023, Valid loss: 0.00388, Elapsed_time: 515.79246
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6728 | 6728 | 0.9979 True
2375 | 2375 | 0.9990 True
--------------------------------------------------------------------------------
[1815/3000] Train loss: 0.00027, Valid loss: 0.00398, Elapsed_time: 517.07703
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0298 | 0298 | 0.9988 True
7682 | 7682 | 0.9995 True
--------------------------------------------------------------------------------
[1820/3000] Train loss: 0.00030, Valid loss: 0.00345, Elapsed_time: 519.11495
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1516 | 1516 | 0.9995 True
0593 | 0593 | 0.9996 True
--------------------------------------------------------------------------------
[1825/3000] Train loss: 0.00023, Valid loss: 0.00338, Elapsed_time: 520.64248
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2598 | 2598 | 0.9988 True
0298 | 0298 | 0.9988 True
--------------------------------------------------------------------------------
[1830/3000] Train loss: 0.00023, Valid loss: 0.00322, Elapsed_time: 521.95322
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4620 | 4620 | 0.9994 True
8168 | 8168 | 0.9991 True
--------------------------------------------------------------------------------
[1835/3000] Train loss: 0.00023, Valid loss: 0.00344, Elapsed_time: 523.19271
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4620 | 4620 | 0.9994 True
8290 | 8290 | 0.9993 True
--------------------------------------------------------------------------------
[1840/3000] Train loss: 0.00023, Valid loss: 0.00322, Elapsed_time: 524.42493
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 0713 | 0.9991 True
3032 | 3032 | 0.9987 True
--------------------------------------------------------------------------------
[1845/3000] Train loss: 0.00020, Valid loss: 0.00304, Elapsed_time: 525.67228
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0975 | 0975 | 0.9989 True
7781 | 7781 | 0.8320 True
--------------------------------------------------------------------------------
[1850/3000] Train loss: 0.00022, Valid loss: 0.00315, Elapsed_time: 526.92046
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 99.500, Best_norm_ED : 0.9990
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 4923 | 0.9993 True
2164 | 2164 | 0.9992 True
--------------------------------------------------------------------------------
[1855/3000] Train loss: 0.00020, Valid loss: 0.00278, Elapsed_time: 528.17754
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6620 | 6620 | 0.7872 True
6910 | 6910 | 0.9992 True
--------------------------------------------------------------------------------
[1860/3000] Train loss: 0.00026, Valid loss: 0.00505, Elapsed_time: 530.35419
Current_accuracy : 99.500, Current_norm_ED : 0.9990
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6693 | 6693 | 0.4554 True
3638 | 3638 | 0.9997 True
--------------------------------------------------------------------------------
[1865/3000] Train loss: 0.00021, Valid loss: 0.00329, Elapsed_time: 531.65078
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 1914 | 0.9990 True
5415 | 5415 | 0.9996 True
--------------------------------------------------------------------------------
[1870/3000] Train loss: 0.00020, Valid loss: 0.00637, Elapsed_time: 532.93294
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7010 | 7010 | 0.9996 True
6964 | 6964 | 0.9991 True
--------------------------------------------------------------------------------
[1875/3000] Train loss: 0.00018, Valid loss: 0.00295, Elapsed_time: 534.20144
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3258 | 3258 | 0.9991 True
1914 | 1914 | 0.9990 True
--------------------------------------------------------------------------------
[1880/3000] Train loss: 0.00018, Valid loss: 0.00284, Elapsed_time: 535.45194
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2894 | 2894 | 0.9995 True
6350 | 6350 | 0.9994 True
--------------------------------------------------------------------------------
[1885/3000] Train loss: 0.00027, Valid loss: 0.00294, Elapsed_time: 536.73052
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.9566 True
7295 | 7295 | 0.9988 True
--------------------------------------------------------------------------------
[1890/3000] Train loss: 0.00019, Valid loss: 0.00310, Elapsed_time: 538.30330
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0298 | 0298 | 0.9989 True
6574 | 6574 | 0.9986 True
--------------------------------------------------------------------------------
[1895/3000] Train loss: 0.00019, Valid loss: 0.00299, Elapsed_time: 539.57721
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 0713 | 0.9992 True
7875 | 7875 | 0.9996 True
--------------------------------------------------------------------------------
[1900/3000] Train loss: 0.00018, Valid loss: 0.00275, Elapsed_time: 540.85297
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6350 | 6350 | 0.9995 True
4317 | 4317 | 0.9995 True
--------------------------------------------------------------------------------
[1905/3000] Train loss: 0.00019, Valid loss: 0.00295, Elapsed_time: 542.10638
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5415 | 5415 | 0.9996 True
9442 | 9442 | 0.9994 True
--------------------------------------------------------------------------------
[1910/3000] Train loss: 0.00018, Valid loss: 0.00299, Elapsed_time: 543.34104
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 1140 | 0.8950 True
3476 | 3476 | 0.9995 True
--------------------------------------------------------------------------------
[1915/3000] Train loss: 0.00019, Valid loss: 0.00297, Elapsed_time: 544.59501
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3409 | 3409 | 0.9985 True
6348 | 6348 | 0.9984 True
--------------------------------------------------------------------------------
[1920/3000] Train loss: 0.00019, Valid loss: 0.00291, Elapsed_time: 546.10867
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.9521 True
7016 | 7016 | 0.9993 True
--------------------------------------------------------------------------------
[1925/3000] Train loss: 0.00020, Valid loss: 0.00285, Elapsed_time: 547.35761
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7803 | 7803 | 0.9993 True
5239 | 5239 | 0.9995 True
--------------------------------------------------------------------------------
[1930/3000] Train loss: 0.00016, Valid loss: 0.00287, Elapsed_time: 548.60035
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7014 | 7014 | 0.9978 True
1736 | 1736 | 0.9988 True
--------------------------------------------------------------------------------
[1935/3000] Train loss: 0.00016, Valid loss: 0.00287, Elapsed_time: 549.91550
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 2164 | 0.9995 True
8461 | 8461 | 0.9987 True
--------------------------------------------------------------------------------
[1940/3000] Train loss: 0.00017, Valid loss: 0.00265, Elapsed_time: 551.70698
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.9561 True
1796 | 1796 | 0.9992 True
--------------------------------------------------------------------------------
[1945/3000] Train loss: 0.00016, Valid loss: 0.00262, Elapsed_time: 552.95934
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.9595 True
8744 | 8744 | 0.8591 True
--------------------------------------------------------------------------------
[1950/3000] Train loss: 0.00016, Valid loss: 0.00304, Elapsed_time: 554.23361
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.9958 True
3590 | 3590 | 0.9990 True
--------------------------------------------------------------------------------
[1955/3000] Train loss: 0.00022, Valid loss: 0.00298, Elapsed_time: 555.84388
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9995 True
4620 | 4620 | 0.9995 True
--------------------------------------------------------------------------------
[1960/3000] Train loss: 0.00017, Valid loss: 0.00234, Elapsed_time: 557.09657
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7875 | 7875 | 0.9997 True
9163 | 9163 | 0.9996 True
--------------------------------------------------------------------------------
[1965/3000] Train loss: 0.00016, Valid loss: 0.00223, Elapsed_time: 558.36100
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6858 | 6858 | 0.9991 True
9163 | 9163 | 0.9995 True
--------------------------------------------------------------------------------
[1970/3000] Train loss: 0.00016, Valid loss: 0.00216, Elapsed_time: 559.63837
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8286 | 8286 | 0.9993 True
9033 | 9033 | 0.7399 True
--------------------------------------------------------------------------------
[1975/3000] Train loss: 0.00017, Valid loss: 0.00454, Elapsed_time: 560.86309
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 2768 | 0.9943 True
3937 | 3937 | 0.9997 True
--------------------------------------------------------------------------------
[1980/3000] Train loss: 0.00015, Valid loss: 0.00425, Elapsed_time: 562.11687
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5944 | 5944 | 0.8329 True
8872 | 8872 | 0.6520 True
--------------------------------------------------------------------------------
[1985/3000] Train loss: 0.00014, Valid loss: 0.00452, Elapsed_time: 563.65910
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6693 | 693 | 0.4869 False
0713 | 0713 | 0.9994 True
--------------------------------------------------------------------------------
[1990/3000] Train loss: 0.00017, Valid loss: 0.00248, Elapsed_time: 565.01249
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9996 True
3476 | 3476 | 0.9996 True
--------------------------------------------------------------------------------
[1995/3000] Train loss: 0.00015, Valid loss: 0.00465, Elapsed_time: 566.28713
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2003 | 0.9989 True
7667 | 7667 | 0.4940 True
--------------------------------------------------------------------------------
[2000/3000] Train loss: 0.08811, Valid loss: 0.21693, Elapsed_time: 567.55679
Current_accuracy : 87.500, Current_norm_ED : 0.9690
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3409 | 3409 | 0.9988 True
8575 | 8575 | 0.9997 True
--------------------------------------------------------------------------------
[2005/3000] Train loss: 0.01213, Valid loss: 0.07669, Elapsed_time: 568.83299
Current_accuracy : 94.000, Current_norm_ED : 0.9828
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.9981 True
1346 | 1346 | 0.9989 True
--------------------------------------------------------------------------------
[2010/3000] Train loss: 0.00182, Valid loss: 0.01523, Elapsed_time: 570.10352
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2003 | 0.9985 True
9885 | 9885 | 0.9976 True
--------------------------------------------------------------------------------
[2015/3000] Train loss: 0.00460, Valid loss: 0.04989, Elapsed_time: 571.37369
Current_accuracy : 94.500, Current_norm_ED : 0.9865
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3506 | 3506 | 0.9991 True
7695 | 7695 | 0.9980 True
--------------------------------------------------------------------------------
[2020/3000] Train loss: 0.00031, Valid loss: 0.01177, Elapsed_time: 572.94588
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6617 | 6617 | 0.8656 True
4066 | 4066 | 0.5432 True
--------------------------------------------------------------------------------
[2025/3000] Train loss: 0.00034, Valid loss: 0.00817, Elapsed_time: 574.19865
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2239 | 2239 | 0.6381 True
4952 | 4952 | 0.9996 True
--------------------------------------------------------------------------------
[2030/3000] Train loss: 0.00031, Valid loss: 0.00808, Elapsed_time: 575.46478
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9220 | 9220 | 0.9994 True
5468 | 5468 | 0.9992 True
--------------------------------------------------------------------------------
[2035/3000] Train loss: 0.00032, Valid loss: 0.00892, Elapsed_time: 576.74114
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6858 | 6858 | 0.9986 True
9033 | 9033 | 0.7798 True
--------------------------------------------------------------------------------
[2040/3000] Train loss: 0.00023, Valid loss: 0.00906, Elapsed_time: 577.97781
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9335 | 9335 | 0.9991 True
0034 | 0034 | 0.9255 True
--------------------------------------------------------------------------------
[2045/3000] Train loss: 0.00029, Valid loss: 0.00589, Elapsed_time: 579.23722
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.9945 True
1372 | 1372 | 0.9993 True
--------------------------------------------------------------------------------
[2050/3000] Train loss: 0.00023, Valid loss: 0.00533, Elapsed_time: 580.79631
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1516 | 1516 | 0.9995 True
0713 | 0713 | 0.9992 True
--------------------------------------------------------------------------------
[2055/3000] Train loss: 0.00020, Valid loss: 0.00506, Elapsed_time: 582.02596
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7028 | 7028 | 0.9998 True
6852 | 6852 | 0.9982 True
--------------------------------------------------------------------------------
[2060/3000] Train loss: 0.00023, Valid loss: 0.00517, Elapsed_time: 583.83349
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3848 | 3848 | 0.9992 True
1914 | 1914 | 0.9993 True
--------------------------------------------------------------------------------
[2065/3000] Train loss: 0.00029, Valid loss: 0.00520, Elapsed_time: 585.07286
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.9997 True
1346 | 1346 | 0.9992 True
--------------------------------------------------------------------------------
[2070/3000] Train loss: 0.00021, Valid loss: 0.00529, Elapsed_time: 586.32614
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 4405 | 0.9580 True
6787 | 6787 | 0.9869 True
--------------------------------------------------------------------------------
[2075/3000] Train loss: 0.00023, Valid loss: 0.00471, Elapsed_time: 587.60545
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5890 | 5890 | 0.9991 True
8096 | 8096 | 0.9992 True
--------------------------------------------------------------------------------
[2080/3000] Train loss: 0.00030, Valid loss: 0.00354, Elapsed_time: 589.15396
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8794 | 8794 | 0.9993 True
4962 | 4962 | 0.9996 True
--------------------------------------------------------------------------------
[2085/3000] Train loss: 0.00018, Valid loss: 0.00406, Elapsed_time: 590.43907
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9715 | 9715 | 0.9968 True
6787 | 6787 | 0.9884 True
--------------------------------------------------------------------------------
[2090/3000] Train loss: 0.00018, Valid loss: 0.00433, Elapsed_time: 591.72567
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8907 | 8907 | 0.9981 True
9335 | 9335 | 0.9993 True
--------------------------------------------------------------------------------
[2095/3000] Train loss: 0.00019, Valid loss: 0.00410, Elapsed_time: 592.98738
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2134 | 2134 | 0.9989 True
6910 | 6910 | 0.9990 True
--------------------------------------------------------------------------------
[2100/3000] Train loss: 0.00017, Valid loss: 0.00440, Elapsed_time: 594.24501
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9988 True
6217 | 6217 | 0.9991 True
--------------------------------------------------------------------------------
[2105/3000] Train loss: 0.00021, Valid loss: 0.00668, Elapsed_time: 595.47489
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4287 | 4287 | 0.9997 True
5415 | 5415 | 0.9988 True
--------------------------------------------------------------------------------
[2110/3000] Train loss: 0.00018, Valid loss: 0.00680, Elapsed_time: 596.75544
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2321 | 2321 | 0.9987 True
0631 | 0631 | 0.9997 True
--------------------------------------------------------------------------------
[2115/3000] Train loss: 0.00019, Valid loss: 0.01107, Elapsed_time: 598.31188
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3351 | 3351 | 0.9689 True
5236 | 5236 | 0.9992 True
--------------------------------------------------------------------------------
[2120/3000] Train loss: 0.00016, Valid loss: 0.00807, Elapsed_time: 599.57104
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3361 | 3361 | 0.5738 True
7822 | 7822 | 0.9265 True
--------------------------------------------------------------------------------
[2125/3000] Train loss: 0.00017, Valid loss: 0.00737, Elapsed_time: 600.84883
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.6746 True
0056 | 0056 | 0.7510 True
--------------------------------------------------------------------------------
[2130/3000] Train loss: 0.00018, Valid loss: 0.00593, Elapsed_time: 602.13934
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0273 | 0273 | 0.9997 True
2742 | 2742 | 0.9858 True
--------------------------------------------------------------------------------
[2135/3000] Train loss: 0.00017, Valid loss: 0.00633, Elapsed_time: 603.39758
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5812 | 5812 | 0.9984 True
1982 | 1982 | 0.9997 True
--------------------------------------------------------------------------------
[2140/3000] Train loss: 0.00017, Valid loss: 0.00640, Elapsed_time: 604.63640
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8286 | 8286 | 0.9992 True
3067 | 3067 | 0.9996 True
--------------------------------------------------------------------------------
[2145/3000] Train loss: 0.00015, Valid loss: 0.00557, Elapsed_time: 606.20317
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4783 | 4783 | 0.9998 True
0702 | 0702 | 0.9990 True
--------------------------------------------------------------------------------
[2150/3000] Train loss: 0.00016, Valid loss: 0.00582, Elapsed_time: 607.54812
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7295 | 7295 | 0.9993 True
1796 | 1796 | 0.9992 True
--------------------------------------------------------------------------------
[2155/3000] Train loss: 0.00015, Valid loss: 0.01297, Elapsed_time: 608.83903
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8243 | 8243 | 0.9997 True
8168 | 8168 | 0.9993 True
--------------------------------------------------------------------------------
[2160/3000] Train loss: 0.00017, Valid loss: 0.00586, Elapsed_time: 610.11658
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4620 | 4620 | 0.9996 True
1914 | 1914 | 0.9994 True
--------------------------------------------------------------------------------
[2165/3000] Train loss: 0.00014, Valid loss: 0.00536, Elapsed_time: 611.36022
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4217 | 4217 | 0.9995 True
3937 | 3937 | 0.9997 True
--------------------------------------------------------------------------------
[2170/3000] Train loss: 0.00017, Valid loss: 0.00520, Elapsed_time: 612.60192
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0298 | 0298 | 0.9991 True
2375 | 2375 | 0.9994 True
--------------------------------------------------------------------------------
[2175/3000] Train loss: 0.00016, Valid loss: 0.00520, Elapsed_time: 613.89083
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4472 | 4472 | 0.6860 True
7803 | 7803 | 0.9994 True
--------------------------------------------------------------------------------
[2180/3000] Train loss: 0.00013, Valid loss: 0.00497, Elapsed_time: 615.50314
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1407 | 1407 | 0.9987 True
3389 | 3389 | 0.8151 True
--------------------------------------------------------------------------------
[2185/3000] Train loss: 0.00014, Valid loss: 0.00467, Elapsed_time: 617.39129
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8773 | 8773 | 0.9931 True
6620 | 6620 | 0.7819 True
--------------------------------------------------------------------------------
[2190/3000] Train loss: 0.00014, Valid loss: 0.00502, Elapsed_time: 618.64370
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.9956 True
5888 | 5888 | 0.5971 True
--------------------------------------------------------------------------------
[2195/3000] Train loss: 0.00016, Valid loss: 0.00489, Elapsed_time: 619.88594
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6728 | 6728 | 0.9990 True
7295 | 7295 | 0.9993 True
--------------------------------------------------------------------------------
[2200/3000] Train loss: 0.00014, Valid loss: 0.00478, Elapsed_time: 621.12325
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 0034 | 0.9304 True
1289 | 1289 | 0.9993 True
--------------------------------------------------------------------------------
[2205/3000] Train loss: 0.00015, Valid loss: 0.00725, Elapsed_time: 622.39042
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5888 | 5888 | 0.5110 True
5236 | 5236 | 0.9993 True
--------------------------------------------------------------------------------
[2210/3000] Train loss: 0.00013, Valid loss: 0.00541, Elapsed_time: 623.98371
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6217 | 6217 | 0.9992 True
7695 | 7695 | 0.9984 True
--------------------------------------------------------------------------------
[2215/3000] Train loss: 0.00013, Valid loss: 0.00658, Elapsed_time: 625.30759
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 8967 | 0.9992 True
1960 | 1960 | 0.9998 True
--------------------------------------------------------------------------------
[2220/3000] Train loss: 0.00013, Valid loss: 0.00572, Elapsed_time: 626.61550
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5415 | 5415 | 0.9994 True
1736 | 1736 | 0.9993 True
--------------------------------------------------------------------------------
[2225/3000] Train loss: 0.00014, Valid loss: 0.00725, Elapsed_time: 627.86612
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1156 | 1156 | 0.5322 True
3389 | 3389 | 0.7719 True
--------------------------------------------------------------------------------
[2230/3000] Train loss: 0.00015, Valid loss: 0.00752, Elapsed_time: 629.14761
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1618 | 1618 | 0.9989 True
6313 | 6313 | 0.9991 True
--------------------------------------------------------------------------------
[2235/3000] Train loss: 0.00014, Valid loss: 0.00658, Elapsed_time: 630.40106
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2182 | 2182 | 0.9997 True
8243 | 8243 | 0.9997 True
--------------------------------------------------------------------------------
[2240/3000] Train loss: 0.00018, Valid loss: 0.00444, Elapsed_time: 631.96781
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5627 | 5627 | 0.9997 True
2375 | 2375 | 0.9995 True
--------------------------------------------------------------------------------
[2245/3000] Train loss: 0.00012, Valid loss: 0.00428, Elapsed_time: 633.27460
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.9998 True
5236 | 5236 | 0.9995 True
--------------------------------------------------------------------------------
[2250/3000] Train loss: 0.00013, Valid loss: 0.00471, Elapsed_time: 634.56735
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1090 | 1090 | 0.9996 True
3409 | 3409 | 0.9993 True
--------------------------------------------------------------------------------
[2255/3000] Train loss: 0.00013, Valid loss: 0.00438, Elapsed_time: 635.81887
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0273 | 0273 | 0.9998 True
0474 | 0474 | 0.9990 True
--------------------------------------------------------------------------------
[2260/3000] Train loss: 0.00013, Valid loss: 0.00510, Elapsed_time: 637.18225
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9335 | 9335 | 0.9993 True
4217 | 4217 | 0.9996 True
--------------------------------------------------------------------------------
[2265/3000] Train loss: 0.00013, Valid loss: 0.00662, Elapsed_time: 638.54018
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6077 | 6077 | 0.4692 True
5890 | 5890 | 0.9994 True
--------------------------------------------------------------------------------
[2270/3000] Train loss: 0.00012, Valid loss: 0.00550, Elapsed_time: 639.87150
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3297 | 3297 | 0.9983 True
3723 | 3723 | 0.9993 True
--------------------------------------------------------------------------------
[2275/3000] Train loss: 0.00013, Valid loss: 0.00386, Elapsed_time: 641.59927
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1572 | 1572 | 0.9997 True
7822 | 7822 | 0.9386 True
--------------------------------------------------------------------------------
[2280/3000] Train loss: 0.00012, Valid loss: 0.00379, Elapsed_time: 643.09227
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4217 | 4217 | 0.9996 True
1982 | 1982 | 0.9998 True
--------------------------------------------------------------------------------
[2285/3000] Train loss: 0.00012, Valid loss: 0.00480, Elapsed_time: 644.35365
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9220 | 9220 | 0.9996 True
4685 | 4685 | 0.9980 True
--------------------------------------------------------------------------------
[2290/3000] Train loss: 0.00012, Valid loss: 0.00500, Elapsed_time: 645.60166
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 2365 | 0.9993 True
8262 | 8262 | 0.9997 True
--------------------------------------------------------------------------------
[2295/3000] Train loss: 0.00011, Valid loss: 0.00602, Elapsed_time: 646.83372
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2134 | 2134 | 0.9995 True
3389 | 3389 | 0.6345 True
--------------------------------------------------------------------------------
[2300/3000] Train loss: 0.00012, Valid loss: 0.00632, Elapsed_time: 648.09787
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6348 | 6348 | 0.9987 True
5415 | 5415 | 0.9995 True
--------------------------------------------------------------------------------
[2305/3000] Train loss: 0.00012, Valid loss: 0.00767, Elapsed_time: 650.24849
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8243 | 8243 | 0.9998 True
5735 | 5735 | 0.9989 True
--------------------------------------------------------------------------------
[2310/3000] Train loss: 0.00012, Valid loss: 0.00597, Elapsed_time: 651.58109
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7953 | 7953 | 0.9994 True
0617 | 0617 | 0.9996 True
--------------------------------------------------------------------------------
[2315/3000] Train loss: 0.00011, Valid loss: 0.00573, Elapsed_time: 652.84697
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9163 | 9163 | 0.9997 True
3723 | 3723 | 0.9995 True
--------------------------------------------------------------------------------
[2320/3000] Train loss: 0.00013, Valid loss: 0.00609, Elapsed_time: 654.10967
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 8967 | 0.9993 True
4472 | 4472 | 0.4942 True
--------------------------------------------------------------------------------
[2325/3000] Train loss: 0.00014, Valid loss: 0.00628, Elapsed_time: 655.33862
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6077 | 6077 | 0.4737 True
5890 | 5890 | 0.9994 True
--------------------------------------------------------------------------------
[2330/3000] Train loss: 0.00010, Valid loss: 0.00643, Elapsed_time: 656.61338
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0593 | 0593 | 0.9998 True
7810 | 7810 | 0.9998 True
--------------------------------------------------------------------------------
[2335/3000] Train loss: 0.00038, Valid loss: 0.01549, Elapsed_time: 657.83306
Current_accuracy : 97.500, Current_norm_ED : 0.9940
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 2768 | 0.9967 True
2239 | 2239 | 0.8762 True
--------------------------------------------------------------------------------
[2340/3000] Train loss: 0.00143, Valid loss: 0.01642, Elapsed_time: 659.35459
Current_accuracy : 98.500, Current_norm_ED : 0.9965
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 4301 | 0.9987 True
9715 | 9715 | 0.9493 True
--------------------------------------------------------------------------------
[2345/3000] Train loss: 0.00015, Valid loss: 0.00479, Elapsed_time: 660.63131
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9994 True
5427 | 5427 | 0.9993 True
--------------------------------------------------------------------------------
[2350/3000] Train loss: 0.00026, Valid loss: 0.00495, Elapsed_time: 661.93930
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 8841 | 0.5315 True
3450 | 3450 | 0.9997 True
--------------------------------------------------------------------------------
[2355/3000] Train loss: 0.00016, Valid loss: 0.00483, Elapsed_time: 663.26276
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8243 | 8243 | 0.9996 True
6313 | 6313 | 0.9994 True
--------------------------------------------------------------------------------
[2360/3000] Train loss: 0.00015, Valid loss: 0.00460, Elapsed_time: 664.50312
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 2768 | 0.9985 True
8262 | 8262 | 0.9998 True
--------------------------------------------------------------------------------
[2365/3000] Train loss: 0.00013, Valid loss: 0.00438, Elapsed_time: 665.73553
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6367 | 6367 | 0.9996 True
4685 | 4685 | 0.9969 True
--------------------------------------------------------------------------------
[2370/3000] Train loss: 0.00014, Valid loss: 0.00459, Elapsed_time: 667.30852
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1982 | 1982 | 0.9996 True
6787 | 6787 | 0.9871 True
--------------------------------------------------------------------------------
[2375/3000] Train loss: 0.00013, Valid loss: 0.00434, Elapsed_time: 668.62365
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3638 | 3638 | 0.9998 True
1289 | 1289 | 0.9992 True
--------------------------------------------------------------------------------
[2380/3000] Train loss: 0.00011, Valid loss: 0.00451, Elapsed_time: 669.88621
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6574 | 6574 | 0.9995 True
7253 | 7253 | 0.9961 True
--------------------------------------------------------------------------------
[2385/3000] Train loss: 0.00013, Valid loss: 0.00418, Elapsed_time: 671.13017
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7764 | 7764 | 0.5843 True
4301 | 4301 | 0.9998 True
--------------------------------------------------------------------------------
[2390/3000] Train loss: 0.00012, Valid loss: 0.00455, Elapsed_time: 672.42197
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9996 True
9139 | 9139 | 0.9998 True
--------------------------------------------------------------------------------
[2395/3000] Train loss: 0.00012, Valid loss: 0.00462, Elapsed_time: 673.67142
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6964 | 6964 | 0.9994 True
6787 | 6787 | 0.9876 True
--------------------------------------------------------------------------------
[2400/3000] Train loss: 0.00012, Valid loss: 0.00468, Elapsed_time: 675.26510
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7781 | 7781 | 0.5597 True
8243 | 8243 | 0.9997 True
--------------------------------------------------------------------------------
[2405/3000] Train loss: 0.00011, Valid loss: 0.00447, Elapsed_time: 676.51679
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5236 | 5236 | 0.9997 True
0273 | 0273 | 0.9997 True
--------------------------------------------------------------------------------
[2410/3000] Train loss: 0.00011, Valid loss: 0.00434, Elapsed_time: 677.81846
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3450 | 3450 | 0.9998 True
8744 | 8744 | 0.8966 True
--------------------------------------------------------------------------------
[2415/3000] Train loss: 0.00013, Valid loss: 0.00440, Elapsed_time: 679.07711
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6919 | 6919 | 0.9993 True
7014 | 7014 | 0.9991 True
--------------------------------------------------------------------------------
[2420/3000] Train loss: 0.00011, Valid loss: 0.00454, Elapsed_time: 680.33288
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2843 | 2843 | 0.9992 True
1156 | 1156 | 0.8905 True
--------------------------------------------------------------------------------
[2425/3000] Train loss: 0.00011, Valid loss: 0.00529, Elapsed_time: 681.59297
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 9589 | 0.9984 True
7822 | 7822 | 0.5232 True
--------------------------------------------------------------------------------
[2430/3000] Train loss: 0.00012, Valid loss: 0.00500, Elapsed_time: 683.50493
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6617 | 6617 | 0.7157 True
4685 | 4685 | 0.9983 True
--------------------------------------------------------------------------------
[2435/3000] Train loss: 0.00012, Valid loss: 0.00521, Elapsed_time: 685.09341
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0543 | 0543 | 0.9998 True
0631 | 0631 | 0.9999 True
--------------------------------------------------------------------------------
[2440/3000] Train loss: 0.00011, Valid loss: 0.00498, Elapsed_time: 686.36942
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4638 | 4638 | 0.9991 True
7253 | 7253 | 0.9972 True
--------------------------------------------------------------------------------
[2445/3000] Train loss: 0.00009, Valid loss: 0.00488, Elapsed_time: 687.65729
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9163 | 9163 | 0.9998 True
1873 | 1873 | 0.9998 True
--------------------------------------------------------------------------------
[2450/3000] Train loss: 0.00011, Valid loss: 0.00495, Elapsed_time: 688.94969
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8286 | 8286 | 0.9994 True
0567 | 0567 | 0.9997 True
--------------------------------------------------------------------------------
[2455/3000] Train loss: 0.00010, Valid loss: 0.00484, Elapsed_time: 690.22190
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 0034 | 0.6878 True
3574 | 3574 | 0.9997 True
--------------------------------------------------------------------------------
[2460/3000] Train loss: 0.00009, Valid loss: 0.00481, Elapsed_time: 691.50978
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6914 | 6914 | 0.9987 True
0228 | 0228 | 0.9997 True
--------------------------------------------------------------------------------
[2465/3000] Train loss: 0.00010, Valid loss: 0.00464, Elapsed_time: 693.04229
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5538 | 5538 | 0.6840 True
0469 | 0469 | 0.9996 True
--------------------------------------------------------------------------------
[2470/3000] Train loss: 0.00011, Valid loss: 0.00445, Elapsed_time: 694.34087
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2134 | 2134 | 0.9989 True
4923 | 4923 | 0.9997 True
--------------------------------------------------------------------------------
[2475/3000] Train loss: 0.00010, Valid loss: 0.00458, Elapsed_time: 695.60199
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9267 | 9267 | 0.9996 True
0034 | 0034 | 0.7368 True
--------------------------------------------------------------------------------
[2480/3000] Train loss: 0.00010, Valid loss: 0.00479, Elapsed_time: 696.84043
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5888 | 5888 | 0.5307 True
3848 | 3848 | 0.9996 True
--------------------------------------------------------------------------------
[2485/3000] Train loss: 0.00009, Valid loss: 0.00495, Elapsed_time: 698.13481
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6348 | 6348 | 0.9989 True
0631 | 0631 | 0.9999 True
--------------------------------------------------------------------------------
[2490/3000] Train loss: 0.00009, Valid loss: 0.00440, Elapsed_time: 699.36637
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 2768 | 0.9987 True
4405 | 4405 | 0.6083 True
--------------------------------------------------------------------------------
[2495/3000] Train loss: 0.00010, Valid loss: 0.00445, Elapsed_time: 700.63659
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0543 | 0543 | 0.9999 True
8834 | 8834 | 0.4640 True
--------------------------------------------------------------------------------
[2500/3000] Train loss: 0.00010, Valid loss: 0.00964, Elapsed_time: 702.27866
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4569 | 4569 | 0.9998 True
4459 | 4459 | 0.8711 True
--------------------------------------------------------------------------------
[2505/3000] Train loss: 0.00010, Valid loss: 0.00418, Elapsed_time: 703.55061
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6910 | 6910 | 0.9996 True
2768 | 2768 | 0.9985 True
--------------------------------------------------------------------------------
[2510/3000] Train loss: 0.00010, Valid loss: 0.00458, Elapsed_time: 704.81219
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0627 | 0627 | 0.9997 True
1737 | 1737 | 0.9994 True
--------------------------------------------------------------------------------
[2515/3000] Train loss: 0.00028, Valid loss: 0.00768, Elapsed_time: 706.09356
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6693 | 693 | 0.6975 False
9571 | 9571 | 0.9979 True
--------------------------------------------------------------------------------
[2520/3000] Train loss: 0.00015, Valid loss: 0.00886, Elapsed_time: 707.33253
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2321 | 2321 | 0.9993 True
2843 | 2843 | 0.9993 True
--------------------------------------------------------------------------------
[2525/3000] Train loss: 0.00029, Valid loss: 0.00329, Elapsed_time: 708.61659
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8834 | 8834 | 0.5233 True
0713 | 0713 | 0.9997 True
--------------------------------------------------------------------------------
[2530/3000] Train loss: 0.00013, Valid loss: 0.00353, Elapsed_time: 710.17155
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9998 True
7188 | 7188 | 0.4688 True
--------------------------------------------------------------------------------
[2535/3000] Train loss: 0.00010, Valid loss: 0.00676, Elapsed_time: 711.44327
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6693 | 693 | 0.6486 False
1346 | 1346 | 0.9995 True
--------------------------------------------------------------------------------
[2540/3000] Train loss: 0.00008, Valid loss: 0.00373, Elapsed_time: 712.75639
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6313 | 6313 | 0.9995 True
1156 | 1156 | 0.9210 True
--------------------------------------------------------------------------------
[2545/3000] Train loss: 0.00009, Valid loss: 0.00391, Elapsed_time: 714.05743
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1141 | 1141 | 0.9045 True
4769 | 4769 | 0.9997 True
--------------------------------------------------------------------------------
[2550/3000] Train loss: 0.00010, Valid loss: 0.00479, Elapsed_time: 715.93706
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7810 | 7810 | 0.9998 True
9414 | 9414 | 0.9972 True
--------------------------------------------------------------------------------
[2555/3000] Train loss: 0.00010, Valid loss: 0.00423, Elapsed_time: 717.15112
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 4923 | 0.9997 True
7682 | 7682 | 0.9997 True
--------------------------------------------------------------------------------
[2560/3000] Train loss: 0.00009, Valid loss: 0.00433, Elapsed_time: 718.67452
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.6056 True
8872 | 8872 | 0.9300 True
--------------------------------------------------------------------------------
[2565/3000] Train loss: 0.00010, Valid loss: 0.00377, Elapsed_time: 719.95292
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8907 | 8907 | 0.9979 True
1796 | 1796 | 0.9997 True
--------------------------------------------------------------------------------
[2570/3000] Train loss: 0.00008, Valid loss: 0.00394, Elapsed_time: 721.24375
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9335 | 9335 | 0.9995 True
2894 | 2894 | 0.9998 True
--------------------------------------------------------------------------------
[2575/3000] Train loss: 0.00009, Valid loss: 0.00399, Elapsed_time: 722.46124
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 4923 | 0.9997 True
3937 | 3937 | 0.9998 True
--------------------------------------------------------------------------------
[2580/3000] Train loss: 0.00009, Valid loss: 0.00414, Elapsed_time: 723.73903
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4459 | 4459 | 0.7212 True
2768 | 2768 | 0.9983 True
--------------------------------------------------------------------------------
[2585/3000] Train loss: 0.00009, Valid loss: 0.00376, Elapsed_time: 725.00424
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9885 | 9885 | 0.9994 True
5165 | 5165 | 0.9999 True
--------------------------------------------------------------------------------
[2590/3000] Train loss: 0.00009, Valid loss: 0.00375, Elapsed_time: 726.24444
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 9511 | 0.5148 True
3409 | 3409 | 0.9996 True
--------------------------------------------------------------------------------
[2595/3000] Train loss: 0.22519, Valid loss: 0.00472, Elapsed_time: 727.80623
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6217 | 6217 | 0.9994 True
2017 | 2017 | 0.9978 True
--------------------------------------------------------------------------------
[2600/3000] Train loss: 0.00020, Valid loss: 0.00354, Elapsed_time: 729.11850
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 8841 | 0.8996 True
4783 | 4783 | 0.9999 True
--------------------------------------------------------------------------------
[2605/3000] Train loss: 0.00012, Valid loss: 0.00383, Elapsed_time: 730.38287
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0627 | 0627 | 0.9998 True
0567 | 0567 | 0.9997 True
--------------------------------------------------------------------------------
[2610/3000] Train loss: 0.00010, Valid loss: 0.00386, Elapsed_time: 731.65552
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8096 | 8096 | 0.9997 True
0034 | 0034 | 0.9184 True
--------------------------------------------------------------------------------
[2615/3000] Train loss: 0.00011, Valid loss: 0.00888, Elapsed_time: 732.90943
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1796 | 1796 | 0.9997 True
3389 | 3389 | 0.8048 True
--------------------------------------------------------------------------------
[2620/3000] Train loss: 0.00012, Valid loss: 0.00353, Elapsed_time: 734.16206
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 0034 | 0.9016 True
1618 | 1618 | 0.9994 True
--------------------------------------------------------------------------------
[2625/3000] Train loss: 0.00010, Valid loss: 0.00372, Elapsed_time: 735.71414
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8286 | 8286 | 0.9994 True
4923 | 4923 | 0.9996 True
--------------------------------------------------------------------------------
[2630/3000] Train loss: 0.00010, Valid loss: 0.00410, Elapsed_time: 736.97006
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7453 | 7453 | 0.9993 True
8243 | 8243 | 0.9998 True
--------------------------------------------------------------------------------
[2635/3000] Train loss: 0.00010, Valid loss: 0.00346, Elapsed_time: 738.23770
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3723 | 3723 | 0.9994 True
5538 | 5538 | 0.7028 True
--------------------------------------------------------------------------------
[2640/3000] Train loss: 0.00010, Valid loss: 0.00368, Elapsed_time: 739.52984
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1383 | 1383 | 0.9997 True
3067 | 3067 | 0.9998 True
--------------------------------------------------------------------------------
[2645/3000] Train loss: 0.00009, Valid loss: 0.00374, Elapsed_time: 740.76237
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5888 | 5888 | 0.5881 True
9589 | 9589 | 0.9990 True
--------------------------------------------------------------------------------
[2650/3000] Train loss: 0.00009, Valid loss: 0.00363, Elapsed_time: 742.01144
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3574 | 3574 | 0.9997 True
3560 | 3560 | 0.9997 True
--------------------------------------------------------------------------------
[2655/3000] Train loss: 0.00011, Valid loss: 0.00408, Elapsed_time: 743.26744
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.6734 True
4317 | 4317 | 0.9997 True
--------------------------------------------------------------------------------
[2660/3000] Train loss: 0.00009, Valid loss: 0.00434, Elapsed_time: 744.86691
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7803 | 7803 | 0.9997 True
9442 | 9442 | 0.9998 True
--------------------------------------------------------------------------------
[2665/3000] Train loss: 0.00009, Valid loss: 0.00570, Elapsed_time: 746.16792
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6617 | 6617 | 0.6720 True
1796 | 1796 | 0.9997 True
--------------------------------------------------------------------------------
[2670/3000] Train loss: 0.00009, Valid loss: 0.00453, Elapsed_time: 747.44036
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2239 | 2239 | 0.8715 True
4731 | 4731 | 0.9999 True
--------------------------------------------------------------------------------
[2675/3000] Train loss: 0.00009, Valid loss: 0.00607, Elapsed_time: 749.30407
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8770 | 8770 | 0.6409 True
6367 | 6367 | 0.9997 True
--------------------------------------------------------------------------------
[2680/3000] Train loss: 0.00009, Valid loss: 0.00445, Elapsed_time: 750.56545
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7016 | 7016 | 0.9996 True
8773 | 8773 | 0.9926 True
--------------------------------------------------------------------------------
[2685/3000] Train loss: 0.00009, Valid loss: 0.00418, Elapsed_time: 751.82424
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0631 | 0631 | 0.9999 True
7108 | 7108 | 0.9997 True
--------------------------------------------------------------------------------
[2690/3000] Train loss: 0.00008, Valid loss: 0.00418, Elapsed_time: 753.36402
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8262 | 8262 | 0.9998 True
0056 | 0056 | 0.5287 True
--------------------------------------------------------------------------------
[2695/3000] Train loss: 0.00008, Valid loss: 0.00423, Elapsed_time: 754.66895
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3476 | 3476 | 0.9998 True
1289 | 1289 | 0.9995 True
--------------------------------------------------------------------------------
[2700/3000] Train loss: 0.00008, Valid loss: 0.00409, Elapsed_time: 755.96391
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 0469 | 0.9998 True
6617 | 6617 | 0.6651 True
--------------------------------------------------------------------------------
[2705/3000] Train loss: 0.00009, Valid loss: 0.00417, Elapsed_time: 757.23265
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3937 | 3937 | 0.9998 True
5735 | 5735 | 0.9993 True
--------------------------------------------------------------------------------
[2710/3000] Train loss: 0.00008, Valid loss: 0.00448, Elapsed_time: 758.50812
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5415 | 5415 | 0.9997 True
6852 | 6852 | 0.9994 True
--------------------------------------------------------------------------------
[2715/3000] Train loss: 0.00008, Valid loss: 0.00448, Elapsed_time: 759.81664
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.9998 True
0663 | 0663 | 0.9966 True
--------------------------------------------------------------------------------
[2720/3000] Train loss: 0.00009, Valid loss: 0.00448, Elapsed_time: 761.42925
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1372 | 1372 | 0.9993 True
9442 | 9442 | 0.9998 True
--------------------------------------------------------------------------------
[2725/3000] Train loss: 0.00008, Valid loss: 0.00432, Elapsed_time: 762.76656
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4620 | 4620 | 0.9998 True
1572 | 1572 | 0.9995 True
--------------------------------------------------------------------------------
[2730/3000] Train loss: 0.00009, Valid loss: 0.00430, Elapsed_time: 764.06549
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 4923 | 0.9997 True
2894 | 2894 | 0.9998 True
--------------------------------------------------------------------------------
[2735/3000] Train loss: 0.00008, Valid loss: 0.00431, Elapsed_time: 765.36710
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6964 | 6964 | 0.9995 True
9335 | 9335 | 0.9994 True
--------------------------------------------------------------------------------
[2740/3000] Train loss: 0.00007, Valid loss: 0.00408, Elapsed_time: 766.66908
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1873 | 1873 | 0.9999 True
1914 | 1914 | 0.9997 True
--------------------------------------------------------------------------------
[2745/3000] Train loss: 0.00007, Valid loss: 0.00382, Elapsed_time: 767.89923
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 9511 | 0.8294 True
2737 | 2737 | 0.9986 True
--------------------------------------------------------------------------------
[2750/3000] Train loss: 0.00007, Valid loss: 0.00381, Elapsed_time: 769.12727
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1618 | 1618 | 0.9996 True
9700 | 9700 | 0.8609 True
--------------------------------------------------------------------------------
[2755/3000] Train loss: 0.00007, Valid loss: 0.00400, Elapsed_time: 770.71447
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9700 | 9700 | 0.8686 True
2375 | 2375 | 0.9997 True
--------------------------------------------------------------------------------
[2760/3000] Train loss: 0.00009, Valid loss: 0.00444, Elapsed_time: 772.00175
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7110 | 7110 | 0.9936 True
7742 | 7742 | 0.7615 True
--------------------------------------------------------------------------------
[2765/3000] Train loss: 0.00008, Valid loss: 0.00401, Elapsed_time: 773.29708
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3476 | 3476 | 0.9998 True
7209 | 7209 | 0.9986 True
--------------------------------------------------------------------------------
[2770/3000] Train loss: 0.00007, Valid loss: 0.00340, Elapsed_time: 774.59209
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 1140 | 0.9536 True
6919 | 6919 | 0.9993 True
--------------------------------------------------------------------------------
[2775/3000] Train loss: 0.00008, Valid loss: 0.00306, Elapsed_time: 775.86571
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4569 | 4569 | 0.9999 True
2768 | 2768 | 0.9983 True
--------------------------------------------------------------------------------
[2780/3000] Train loss: 0.00008, Valid loss: 0.00481, Elapsed_time: 777.09689
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.9567 True
4962 | 4962 | 0.9998 True
--------------------------------------------------------------------------------
[2785/3000] Train loss: 0.00009, Valid loss: 0.00465, Elapsed_time: 778.63884
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3032 | 3032 | 0.9996 True
0702 | 0702 | 0.9995 True
--------------------------------------------------------------------------------
[2790/3000] Train loss: 0.00007, Valid loss: 0.00465, Elapsed_time: 779.99796
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8770 | 8770 | 0.6945 True
0816 | 0816 | 0.9996 True
--------------------------------------------------------------------------------
[2795/3000] Train loss: 0.00008, Valid loss: 0.00267, Elapsed_time: 781.82249
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7108 | 7108 | 0.9997 True
3476 | 3476 | 0.9998 True
--------------------------------------------------------------------------------
[2800/3000] Train loss: 0.00008, Valid loss: 0.00431, Elapsed_time: 783.12116
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7014 | 7014 | 0.9995 True
2433 | 2433 | 0.9176 True
--------------------------------------------------------------------------------
[2805/3000] Train loss: 0.00008, Valid loss: 0.00430, Elapsed_time: 784.41194
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6617 | 6617 | 0.8107 True
4236 | 4236 | 0.9998 True
--------------------------------------------------------------------------------
[2810/3000] Train loss: 0.00007, Valid loss: 0.00378, Elapsed_time: 785.68750
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7953 | 7953 | 0.9996 True
6787 | 6787 | 0.9913 True
--------------------------------------------------------------------------------
[2815/3000] Train loss: 0.00010, Valid loss: 0.00364, Elapsed_time: 786.99017
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2843 | 2843 | 0.9995 True
6350 | 6350 | 0.9998 True
--------------------------------------------------------------------------------
[2820/3000] Train loss: 0.00014, Valid loss: 0.00369, Elapsed_time: 788.57347
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4287 | 4287 | 0.9998 True
9335 | 9335 | 0.9996 True
--------------------------------------------------------------------------------
[2825/3000] Train loss: 0.00007, Valid loss: 0.00382, Elapsed_time: 789.87741
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1372 | 1372 | 0.9995 True
7108 | 7108 | 0.9997 True
--------------------------------------------------------------------------------
[2830/3000] Train loss: 0.00007, Valid loss: 0.00366, Elapsed_time: 791.16237
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 1289 | 0.9997 True
1873 | 1873 | 0.9999 True
--------------------------------------------------------------------------------
[2835/3000] Train loss: 0.00007, Valid loss: 0.00388, Elapsed_time: 792.47934
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3476 | 3476 | 0.9998 True
2768 | 2768 | 0.9964 True
--------------------------------------------------------------------------------
[2840/3000] Train loss: 0.00006, Valid loss: 0.00385, Elapsed_time: 793.75696
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6313 | 6313 | 0.9996 True
8027 | 8027 | 0.9996 True
--------------------------------------------------------------------------------
[2845/3000] Train loss: 0.00008, Valid loss: 0.00896, Elapsed_time: 795.03143
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8461 | 8461 | 0.9996 True
7803 | 7803 | 0.9997 True
--------------------------------------------------------------------------------
[2850/3000] Train loss: 0.00007, Valid loss: 0.00391, Elapsed_time: 796.61037
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 4405 | 0.8675 True
8834 | 8834 | 0.5526 True
--------------------------------------------------------------------------------
[2855/3000] Train loss: 0.00008, Valid loss: 0.00370, Elapsed_time: 797.94107
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2665 | 0.9999 True
9220 | 9220 | 0.9997 True
--------------------------------------------------------------------------------
[2860/3000] Train loss: 0.00007, Valid loss: 0.00382, Elapsed_time: 799.24628
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9885 | 9885 | 0.9995 True
0907 | 0907 | 0.9991 True
--------------------------------------------------------------------------------
[2865/3000] Train loss: 0.00007, Valid loss: 0.00409, Elapsed_time: 800.51741
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2831 | 2831 | 0.9999 True
7209 | 7209 | 0.9995 True
--------------------------------------------------------------------------------
[2870/3000] Train loss: 0.00006, Valid loss: 0.00370, Elapsed_time: 801.79863
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 4301 | 0.9999 True
0713 | 0713 | 0.9998 True
--------------------------------------------------------------------------------
[2875/3000] Train loss: 0.00007, Valid loss: 0.00391, Elapsed_time: 803.02968
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4620 | 4620 | 0.9998 True
2375 | 2375 | 0.9997 True
--------------------------------------------------------------------------------
[2880/3000] Train loss: 0.00006, Valid loss: 0.00368, Elapsed_time: 804.56529
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 4405 | 0.8835 True
7209 | 7209 | 0.9995 True
--------------------------------------------------------------------------------
[2885/3000] Train loss: 0.00006, Valid loss: 0.00491, Elapsed_time: 805.84552
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7253 | 7253 | 0.9988 True
7764 | 7764 | 0.6482 True
--------------------------------------------------------------------------------
[2890/3000] Train loss: 0.00007, Valid loss: 0.00365, Elapsed_time: 807.12537
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 1914 | 0.9997 True
9541 | 9541 | 0.9991 True
--------------------------------------------------------------------------------
[2895/3000] Train loss: 0.00006, Valid loss: 0.00370, Elapsed_time: 808.40532
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9998 True
4405 | 4405 | 0.8713 True
--------------------------------------------------------------------------------
[2900/3000] Train loss: 0.00007, Valid loss: 0.00387, Elapsed_time: 809.68996
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0056 | 0056 | 0.6096 True
4301 | 4301 | 0.9999 True
--------------------------------------------------------------------------------
[2905/3000] Train loss: 0.00006, Valid loss: 0.00350, Elapsed_time: 810.93402
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 8841 | 0.6149 True
6728 | 6728 | 0.9995 True
--------------------------------------------------------------------------------
[2910/3000] Train loss: 0.00006, Valid loss: 0.00343, Elapsed_time: 812.23056
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2598 | 2598 | 0.9996 True
7810 | 7810 | 0.9999 True
--------------------------------------------------------------------------------
[2915/3000] Train loss: 0.00007, Valid loss: 0.00340, Elapsed_time: 814.40725
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0593 | 0593 | 0.9999 True
6919 | 6919 | 0.9994 True
--------------------------------------------------------------------------------
[2920/3000] Train loss: 0.00006, Valid loss: 0.00297, Elapsed_time: 815.81110
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6313 | 6313 | 0.9997 True
8841 | 8841 | 0.6542 True
--------------------------------------------------------------------------------
[2925/3000] Train loss: 0.00006, Valid loss: 0.00372, Elapsed_time: 817.16855
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.9999 True
1372 | 1372 | 0.9995 True
--------------------------------------------------------------------------------
[2930/3000] Train loss: 0.00156, Valid loss: 0.02131, Elapsed_time: 818.48368
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0702 | 0702 | 0.9991 True
0816 | 0816 | 0.9996 True
--------------------------------------------------------------------------------
[2935/3000] Train loss: 0.00007, Valid loss: 0.02561, Elapsed_time: 819.77577
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 0469 | 0.9998 True
8286 | 8286 | 0.9996 True
--------------------------------------------------------------------------------
[2940/3000] Train loss: 0.00007, Valid loss: 0.00887, Elapsed_time: 821.05624
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3937 | 3937 | 0.9999 True
2239 | 2239 | 0.8985 True
--------------------------------------------------------------------------------
[2945/3000] Train loss: 0.00007, Valid loss: 0.00830, Elapsed_time: 822.62734
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3450 | 3450 | 0.9999 True
3438 | 3438 | 0.9999 True
--------------------------------------------------------------------------------
[2950/3000] Train loss: 0.00101, Valid loss: 0.00499, Elapsed_time: 823.95846
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.8131 True
2017 | 2017 | 0.9986 True
--------------------------------------------------------------------------------
[2955/3000] Train loss: 0.00027, Valid loss: 0.00601, Elapsed_time: 825.25035
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6350 | 6350 | 0.9994 True
3032 | 3032 | 0.9990 True
--------------------------------------------------------------------------------
[2960/3000] Train loss: 0.00013, Valid loss: 0.00638, Elapsed_time: 826.55117
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.8391 True
8744 | 8744 | 0.8368 True
--------------------------------------------------------------------------------
[2965/3000] Train loss: 0.00008, Valid loss: 0.00666, Elapsed_time: 827.85896
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6858 | 6858 | 0.9996 True
1982 | 1982 | 0.9999 True
--------------------------------------------------------------------------------
[2970/3000] Train loss: 0.00008, Valid loss: 0.00681, Elapsed_time: 829.12260
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8488 | 8488 | 0.7482 True
5812 | 5812 | 0.9992 True
--------------------------------------------------------------------------------
[2975/3000] Train loss: 0.00026, Valid loss: 0.00576, Elapsed_time: 830.42148
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8262 | 8262 | 0.9998 True
7953 | 7953 | 0.9995 True
--------------------------------------------------------------------------------
[2980/3000] Train loss: 0.00007, Valid loss: 0.00596, Elapsed_time: 831.99352
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3438 | 3438 | 0.9999 True
5468 | 5468 | 0.9997 True
--------------------------------------------------------------------------------
[2985/3000] Train loss: 0.00008, Valid loss: 0.00631, Elapsed_time: 833.26254
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3032 | 3032 | 0.9992 True
2768 | 2768 | 0.9985 True
--------------------------------------------------------------------------------
[2990/3000] Train loss: 0.00007, Valid loss: 0.00986, Elapsed_time: 834.52164
Current_accuracy : 98.500, Current_norm_ED : 0.9968
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 4923 | 0.9998 True
5236 | 5236 | 0.9998 True
--------------------------------------------------------------------------------
[2995/3000] Train loss: 0.00007, Valid loss: 0.00612, Elapsed_time: 835.84211
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1618 | 1618 | 0.9998 True
8773 | 8773 | 0.9956 True
--------------------------------------------------------------------------------
[3000/3000] Train loss: 0.00007, Valid loss: 0.00587, Elapsed_time: 837.12841
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3590 | 3590 | 0.9994 True
9438 | 9438 | 0.9999 True
--------------------------------------------------------------------------------
[5/3000] Train loss: 8.16274, Valid loss: 3.00617, Elapsed_time: 2.94344
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7010 | | 0.0021 False
7016 | | 0.0033 False
--------------------------------------------------------------------------------
[10/3000] Train loss: 3.13885, Valid loss: 2.73697, Elapsed_time: 5.14005
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9033 | | 0.0078 False
5890 | | 0.0034 False
--------------------------------------------------------------------------------
[15/3000] Train loss: 2.93109, Valid loss: 2.98886, Elapsed_time: 6.92391
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8872 | | 0.0901 False
2742 | | 0.0900 False
--------------------------------------------------------------------------------
[20/3000] Train loss: 3.11402, Valid loss: 2.72939, Elapsed_time: 8.12360
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9046 | | 0.0040 False
2003 | | 0.0024 False
--------------------------------------------------------------------------------
[25/3000] Train loss: 3.17850, Valid loss: 2.72047, Elapsed_time: 9.28090
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1730 | | 0.0534 False
5627 | | 0.0356 False
--------------------------------------------------------------------------------
[30/3000] Train loss: 3.19017, Valid loss: 2.77863, Elapsed_time: 10.44827
Current_accuracy : 0.000, Current_norm_ED : 0.0213
Best_accuracy : 0.000, Best_norm_ED : 0.0213
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | | 0.0234 False
1383 | | 0.0291 False
--------------------------------------------------------------------------------
[5/3000] Train loss: 3.10600, Valid loss: 3.38381, Elapsed_time: 2.94770
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0543 | | 0.2966 False
3361 | | 0.2997 False
--------------------------------------------------------------------------------
[10/3000] Train loss: 3.00992, Valid loss: 2.77553, Elapsed_time: 5.21101
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0298 | | 0.0004 False
4685 | | 0.0005 False
--------------------------------------------------------------------------------
[15/3000] Train loss: 2.78705, Valid loss: 2.89371, Elapsed_time: 6.43321
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7953 | | 0.0530 False
9438 | | 0.0584 False
--------------------------------------------------------------------------------
[20/3000] Train loss: 2.82315, Valid loss: 2.92655, Elapsed_time: 7.61246
Current_accuracy : 0.000, Current_norm_ED : 0.0050
Best_accuracy : 0.000, Best_norm_ED : 0.0050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | | 0.0001 False
1982 | | 0.0001 False
--------------------------------------------------------------------------------
[25/3000] Train loss: 2.80637, Valid loss: 2.75359, Elapsed_time: 9.09617
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0050
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0617 | | 0.0162 False
1736 | | 0.0178 False
--------------------------------------------------------------------------------
[30/3000] Train loss: 2.74722, Valid loss: 2.95172, Elapsed_time: 10.27181
Current_accuracy : 0.000, Current_norm_ED : 0.0375
Best_accuracy : 0.000, Best_norm_ED : 0.0375
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1156 | 2 | 0.0000 False
1730 | 2 | 0.0001 False
--------------------------------------------------------------------------------
[35/3000] Train loss: 2.69284, Valid loss: 2.70103, Elapsed_time: 12.52524
Current_accuracy : 0.000, Current_norm_ED : 0.0138
Best_accuracy : 0.000, Best_norm_ED : 0.0375
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | | 0.0010 False
9046 | | 0.0013 False
--------------------------------------------------------------------------------
[40/3000] Train loss: 3.19005, Valid loss: 3.17596, Elapsed_time: 13.74141
Current_accuracy : 0.000, Current_norm_ED : 0.0000
Best_accuracy : 0.000, Best_norm_ED : 0.0375
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2831 | | 0.1629 False
5239 | | 0.2044 False
--------------------------------------------------------------------------------
[45/3000] Train loss: 3.13194, Valid loss: 2.77322, Elapsed_time: 14.92821
Current_accuracy : 0.000, Current_norm_ED : 0.1087
Best_accuracy : 0.000, Best_norm_ED : 0.1087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8243 | 8 | 0.0006 False
1346 | 7 | 0.0004 False
--------------------------------------------------------------------------------
[50/3000] Train loss: 2.74869, Valid loss: 2.74715, Elapsed_time: 16.41219
Current_accuracy : 0.000, Current_norm_ED : 0.0663
Best_accuracy : 0.000, Best_norm_ED : 0.1087
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4962 | 0 | 0.0048 False
4685 | 6 | 0.0043 False
--------------------------------------------------------------------------------
[55/3000] Train loss: 2.67609, Valid loss: 2.81693, Elapsed_time: 17.68514
Current_accuracy : 0.000, Current_norm_ED : 0.1212
Best_accuracy : 0.000, Best_norm_ED : 0.1212
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1156 | 24 | 0.0004 False
0056 | 64 | 0.0004 False
--------------------------------------------------------------------------------
[60/3000] Train loss: 2.73029, Valid loss: 2.67186, Elapsed_time: 19.34238
Current_accuracy : 0.000, Current_norm_ED : 0.1037
Best_accuracy : 0.000, Best_norm_ED : 0.1212
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6367 | 41 | 0.0013 False
9046 | 8 | 0.0209 False
--------------------------------------------------------------------------------
[65/3000] Train loss: 2.71901, Valid loss: 2.68464, Elapsed_time: 20.88366
Current_accuracy : 0.000, Current_norm_ED : 0.1475
Best_accuracy : 0.000, Best_norm_ED : 0.1475
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 709 | 0.0003 False
8744 | 79 | 0.0001 False
--------------------------------------------------------------------------------
[70/3000] Train loss: 2.61008, Valid loss: 2.71332, Elapsed_time: 22.45476
Current_accuracy : 0.000, Current_norm_ED : 0.1388
Best_accuracy : 0.000, Best_norm_ED : 0.1475
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7016 | 58 | 0.0004 False
2894 | 873 | 0.0003 False
--------------------------------------------------------------------------------
[75/3000] Train loss: 2.83089, Valid loss: 2.87846, Elapsed_time: 23.67235
Current_accuracy : 0.000, Current_norm_ED : 0.1625
Best_accuracy : 0.000, Best_norm_ED : 0.1625
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1737 | 1061 | 0.0000 False
6574 | 091 | 0.0001 False
--------------------------------------------------------------------------------
[80/3000] Train loss: 2.58556, Valid loss: 2.69985, Elapsed_time: 25.23796
Current_accuracy : 0.000, Current_norm_ED : 0.1263
Best_accuracy : 0.000, Best_norm_ED : 0.1625
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 83 | 0.0008 False
9030 | 8 | 0.0073 False
--------------------------------------------------------------------------------
[85/3000] Train loss: 2.48959, Valid loss: 2.78286, Elapsed_time: 27.08237
Current_accuracy : 0.000, Current_norm_ED : 0.1487
Best_accuracy : 0.000, Best_norm_ED : 0.1625
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3590 | 748 | 0.0006 False
1140 | 78 | 0.0014 False
--------------------------------------------------------------------------------
[90/3000] Train loss: 2.52329, Valid loss: 2.51353, Elapsed_time: 28.32641
Current_accuracy : 0.000, Current_norm_ED : 0.1787
Best_accuracy : 0.000, Best_norm_ED : 0.1787
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 64 | 0.0003 False
6350 | 634 | 0.0004 False
--------------------------------------------------------------------------------
[95/3000] Train loss: 2.51759, Valid loss: 2.46218, Elapsed_time: 29.87513
Current_accuracy : 0.000, Current_norm_ED : 0.1975
Best_accuracy : 0.000, Best_norm_ED : 0.1975
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0631 | 6831 | 0.0013 False
1914 | 8631 | 0.0007 False
--------------------------------------------------------------------------------
[100/3000] Train loss: 2.53015, Valid loss: 2.47117, Elapsed_time: 31.78968
Current_accuracy : 0.000, Current_norm_ED : 0.2000
Best_accuracy : 0.000, Best_norm_ED : 0.2000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2843 | 8940 | 0.0004 False
6574 | 741 | 0.0007 False
--------------------------------------------------------------------------------
[105/3000] Train loss: 2.38786, Valid loss: 2.59668, Elapsed_time: 33.83866
Current_accuracy : 0.000, Current_norm_ED : 0.1812
Best_accuracy : 0.000, Best_norm_ED : 0.2000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8794 | 7871 | 0.0004 False
3848 | 89 | 0.0011 False
--------------------------------------------------------------------------------
[110/3000] Train loss: 2.40930, Valid loss: 2.41176, Elapsed_time: 35.11315
Current_accuracy : 0.000, Current_norm_ED : 0.1888
Best_accuracy : 0.000, Best_norm_ED : 0.2000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 354 | 0.0008 False
9700 | 354 | 0.0003 False
--------------------------------------------------------------------------------
[115/3000] Train loss: 2.36126, Valid loss: 2.50356, Elapsed_time: 36.39669
Current_accuracy : 0.000, Current_norm_ED : 0.1725
Best_accuracy : 0.000, Best_norm_ED : 0.2000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8575 | 161 | 0.0014 False
9511 | 641 | 0.0023 False
--------------------------------------------------------------------------------
[120/3000] Train loss: 2.37393, Valid loss: 2.49679, Elapsed_time: 37.72714
Current_accuracy : 0.000, Current_norm_ED : 0.1963
Best_accuracy : 0.000, Best_norm_ED : 0.2000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0543 | 764 | 0.0014 False
8834 | 61 | 0.0029 False
--------------------------------------------------------------------------------
[125/3000] Train loss: 2.28045, Valid loss: 2.34522, Elapsed_time: 38.97878
Current_accuracy : 0.500, Current_norm_ED : 0.2300
Best_accuracy : 0.500, Best_norm_ED : 0.2300
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0631 | 581 | 0.0026 False
0273 | 52 | 0.0007 False
--------------------------------------------------------------------------------
[130/3000] Train loss: 2.30450, Valid loss: 2.30131, Elapsed_time: 41.19461
Current_accuracy : 0.000, Current_norm_ED : 0.2412
Best_accuracy : 0.500, Best_norm_ED : 0.2412
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7066 | 196 | 0.0103 False
1730 | 765 | 0.0020 False
--------------------------------------------------------------------------------
[135/3000] Train loss: 2.18134, Valid loss: 2.25370, Elapsed_time: 42.81148
Current_accuracy : 0.000, Current_norm_ED : 0.2387
Best_accuracy : 0.500, Best_norm_ED : 0.2412
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3438 | 566 | 0.0051 False
5888 | 686 | 0.0066 False
--------------------------------------------------------------------------------
[140/3000] Train loss: 2.14995, Valid loss: 2.15350, Elapsed_time: 44.12475
Current_accuracy : 0.000, Current_norm_ED : 0.2537
Best_accuracy : 0.500, Best_norm_ED : 0.2537
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0663 | 6771 | 0.0020 False
7188 | 798 | 0.0079 False
--------------------------------------------------------------------------------
[145/3000] Train loss: 2.01315, Valid loss: 2.82307, Elapsed_time: 45.74543
Current_accuracy : 0.000, Current_norm_ED : 0.1800
Best_accuracy : 0.500, Best_norm_ED : 0.2537
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4783 | 0660 | 0.0050 False
0816 | 535 | 0.0028 False
--------------------------------------------------------------------------------
[150/3000] Train loss: 2.02318, Valid loss: 2.36189, Elapsed_time: 47.03718
Current_accuracy : 0.000, Current_norm_ED : 0.2575
Best_accuracy : 0.500, Best_norm_ED : 0.2575
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8770 | 9178 | 0.0079 False
7453 | 719 | 0.0089 False
--------------------------------------------------------------------------------
[155/3000] Train loss: 1.98066, Valid loss: 1.97155, Elapsed_time: 48.61364
Current_accuracy : 0.500, Current_norm_ED : 0.3113
Best_accuracy : 0.500, Best_norm_ED : 0.3113
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3937 | 462 | 0.0067 False
6910 | 5075 | 0.0014 False
--------------------------------------------------------------------------------
[160/3000] Train loss: 1.81167, Valid loss: 1.97292, Elapsed_time: 50.48235
Current_accuracy : 0.000, Current_norm_ED : 0.2875
Best_accuracy : 0.500, Best_norm_ED : 0.3113
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1737 | 17 | 0.0135 False
0617 | 461 | 0.0083 False
--------------------------------------------------------------------------------
[165/3000] Train loss: 1.88236, Valid loss: 2.03627, Elapsed_time: 51.82723
Current_accuracy : 0.500, Current_norm_ED : 0.3225
Best_accuracy : 0.500, Best_norm_ED : 0.3225
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2433 | 2474 | 0.0089 False
6852 | 3061 | 0.0015 False
--------------------------------------------------------------------------------
[170/3000] Train loss: 1.84557, Valid loss: 1.76899, Elapsed_time: 53.43701
Current_accuracy : 0.500, Current_norm_ED : 0.3500
Best_accuracy : 0.500, Best_norm_ED : 0.3500
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0273 | 411 | 0.0090 False
4301 | 4541 | 0.0048 False
--------------------------------------------------------------------------------
[175/3000] Train loss: 1.67550, Valid loss: 1.91066, Elapsed_time: 55.11519
Current_accuracy : 1.000, Current_norm_ED : 0.3375
Best_accuracy : 1.000, Best_norm_ED : 0.3500
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7066 | 786 | 0.0278 False
7028 | 7816 | 0.0128 False
--------------------------------------------------------------------------------
[180/3000] Train loss: 1.84036, Valid loss: 2.08617, Elapsed_time: 56.69214
Current_accuracy : 1.000, Current_norm_ED : 0.2863
Best_accuracy : 1.000, Best_norm_ED : 0.3500
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4731 | 421 | 0.0299 False
0567 | 4587 | 0.0071 False
--------------------------------------------------------------------------------
[185/3000] Train loss: 1.83696, Valid loss: 2.01772, Elapsed_time: 58.00883
Current_accuracy : 0.500, Current_norm_ED : 0.3038
Best_accuracy : 1.000, Best_norm_ED : 0.3500
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 6381 | 0.0207 False
9700 | 574 | 0.0093 False
--------------------------------------------------------------------------------
[190/3000] Train loss: 1.86523, Valid loss: 1.97832, Elapsed_time: 59.92987
Current_accuracy : 0.500, Current_norm_ED : 0.3162
Best_accuracy : 1.000, Best_norm_ED : 0.3500
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4066 | 4668 | 0.0034 False
5427 | 643 | 0.0063 False
--------------------------------------------------------------------------------
[195/3000] Train loss: 1.69716, Valid loss: 1.62017, Elapsed_time: 61.51323
Current_accuracy : 0.500, Current_norm_ED : 0.3700
Best_accuracy : 1.000, Best_norm_ED : 0.3700
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4962 | 587 | 0.0169 False
7253 | 383 | 0.0088 False
--------------------------------------------------------------------------------
[200/3000] Train loss: 1.57724, Valid loss: 1.63716, Elapsed_time: 63.10010
Current_accuracy : 0.000, Current_norm_ED : 0.3738
Best_accuracy : 1.000, Best_norm_ED : 0.3738
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1982 | 1887 | 0.0345 False
2003 | 203 | 0.0348 False
--------------------------------------------------------------------------------
[205/3000] Train loss: 1.50866, Valid loss: 1.81953, Elapsed_time: 64.65093
Current_accuracy : 1.000, Current_norm_ED : 0.3613
Best_accuracy : 1.000, Best_norm_ED : 0.3738
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2365 | 3516 | 0.0191 False
1873 | 1832 | 0.0160 False
--------------------------------------------------------------------------------
[210/3000] Train loss: 1.50849, Valid loss: 1.76979, Elapsed_time: 65.95988
Current_accuracy : 0.500, Current_norm_ED : 0.3900
Best_accuracy : 1.000, Best_norm_ED : 0.3900
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4685 | 7053 | 0.0138 False
9414 | 944 | 0.1132 False
--------------------------------------------------------------------------------
[215/3000] Train loss: 1.44147, Valid loss: 1.35213, Elapsed_time: 67.48216
Current_accuracy : 5.000, Current_norm_ED : 0.4612
Best_accuracy : 5.000, Best_norm_ED : 0.4612
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0702 | 0753 | 0.0293 False
1736 | 7278 | 0.0366 False
--------------------------------------------------------------------------------
[220/3000] Train loss: 1.29383, Valid loss: 1.34728, Elapsed_time: 69.29422
Current_accuracy : 4.500, Current_norm_ED : 0.4950
Best_accuracy : 5.000, Best_norm_ED : 0.4950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 25 | 0.0216 False
0273 | 022 | 0.0286 False
--------------------------------------------------------------------------------
[225/3000] Train loss: 1.24143, Valid loss: 1.52567, Elapsed_time: 71.19384
Current_accuracy : 1.000, Current_norm_ED : 0.4437
Best_accuracy : 5.000, Best_norm_ED : 0.4950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4278 | 0.0110 False
3560 | 455 | 0.0254 False
--------------------------------------------------------------------------------
[230/3000] Train loss: 1.15898, Valid loss: 2.01742, Elapsed_time: 72.46883
Current_accuracy : 2.000, Current_norm_ED : 0.3650
Best_accuracy : 5.000, Best_norm_ED : 0.4950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0627 | 507 | 0.0534 False
9442 | 5317 | 0.0408 False
--------------------------------------------------------------------------------
[235/3000] Train loss: 1.28490, Valid loss: 1.84107, Elapsed_time: 73.74456
Current_accuracy : 3.500, Current_norm_ED : 0.4460
Best_accuracy : 5.000, Best_norm_ED : 0.4950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2017 | 383 | 0.0497 False
6858 | 885 | 0.0107 False
--------------------------------------------------------------------------------
[240/3000] Train loss: 1.40278, Valid loss: 1.17553, Elapsed_time: 75.01836
Current_accuracy : 9.500, Current_norm_ED : 0.5713
Best_accuracy : 9.500, Best_norm_ED : 0.5713
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3438 | 3479 | 0.0418 False
8770 | 6170 | 0.0465 False
--------------------------------------------------------------------------------
[245/3000] Train loss: 1.07712, Valid loss: 1.03940, Elapsed_time: 76.84339
Current_accuracy : 8.500, Current_norm_ED : 0.6120
Best_accuracy : 9.500, Best_norm_ED : 0.6120
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5944 | 544 | 0.0172 False
4620 | 4635 | 0.0650 False
--------------------------------------------------------------------------------
[250/3000] Train loss: 1.12786, Valid loss: 1.02834, Elapsed_time: 78.36180
Current_accuracy : 5.500, Current_norm_ED : 0.5563
Best_accuracy : 9.500, Best_norm_ED : 0.6120
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6348 | 6248 | 0.1168 False
3723 | 472 | 0.0346 False
--------------------------------------------------------------------------------
[255/3000] Train loss: 0.94005, Valid loss: 1.05191, Elapsed_time: 79.58253
Current_accuracy : 12.500, Current_norm_ED : 0.6150
Best_accuracy : 12.500, Best_norm_ED : 0.6150
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 0713 | 0.0875 True
8488 | 6468 | 0.0400 False
--------------------------------------------------------------------------------
[260/3000] Train loss: 0.92024, Valid loss: 0.84644, Elapsed_time: 81.76303
Current_accuracy : 16.500, Current_norm_ED : 0.6975
Best_accuracy : 16.500, Best_norm_ED : 0.6975
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8262 | 8282 | 0.0707 False
2843 | 2843 | 0.2072 True
--------------------------------------------------------------------------------
[265/3000] Train loss: 0.84588, Valid loss: 1.08010, Elapsed_time: 83.62069
Current_accuracy : 7.500, Current_norm_ED : 0.5763
Best_accuracy : 16.500, Best_norm_ED : 0.6975
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1383 | 7292 | 0.0525 False
3438 | 3439 | 0.0840 False
--------------------------------------------------------------------------------
[270/3000] Train loss: 0.86617, Valid loss: 1.23787, Elapsed_time: 84.88463
Current_accuracy : 11.000, Current_norm_ED : 0.5950
Best_accuracy : 16.500, Best_norm_ED : 0.6975
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5236 | 5326 | 0.1392 False
0816 | 5616 | 0.1276 False
--------------------------------------------------------------------------------
[275/3000] Train loss: 0.82259, Valid loss: 1.01643, Elapsed_time: 86.11549
Current_accuracy : 16.500, Current_norm_ED : 0.6525
Best_accuracy : 16.500, Best_norm_ED : 0.6975
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0228 | 5239 | 0.0759 False
3438 | 3439 | 0.1136 False
--------------------------------------------------------------------------------
[280/3000] Train loss: 0.78922, Valid loss: 0.77096, Elapsed_time: 87.34947
Current_accuracy : 22.500, Current_norm_ED : 0.7200
Best_accuracy : 22.500, Best_norm_ED : 0.7200
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4472 | 42 | 0.1554 False
0975 | 075 | 0.2142 False
--------------------------------------------------------------------------------
[285/3000] Train loss: 0.72066, Valid loss: 0.73092, Elapsed_time: 89.21161
Current_accuracy : 20.000, Current_norm_ED : 0.6900
Best_accuracy : 22.500, Best_norm_ED : 0.7200
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 4301 | 0.4299 True
5427 | 5427 | 0.2619 True
--------------------------------------------------------------------------------
[290/3000] Train loss: 0.56622, Valid loss: 0.65323, Elapsed_time: 90.77698
Current_accuracy : 25.500, Current_norm_ED : 0.7338
Best_accuracy : 25.500, Best_norm_ED : 0.7338
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8405 | 6405 | 0.0773 False
1407 | 1407 | 0.1993 True
--------------------------------------------------------------------------------
[295/3000] Train loss: 0.62121, Valid loss: 0.48585, Elapsed_time: 93.30211
Current_accuracy : 40.500, Current_norm_ED : 0.8063
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5239 | 5239 | 0.2663 True
1982 | 1982 | 0.5341 True
--------------------------------------------------------------------------------
[300/3000] Train loss: 0.54878, Valid loss: 0.87557, Elapsed_time: 95.15847
Current_accuracy : 21.000, Current_norm_ED : 0.7128
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7764 | 764 | 0.1134 False
8461 | 6481 | 0.2275 False
--------------------------------------------------------------------------------
[305/3000] Train loss: 0.64927, Valid loss: 0.49944, Elapsed_time: 96.46044
Current_accuracy : 39.500, Current_norm_ED : 0.8047
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1141 | 1141 | 0.0770 True
9511 | 9511 | 0.1730 True
--------------------------------------------------------------------------------
[310/3000] Train loss: 0.56474, Valid loss: 1.41879, Elapsed_time: 97.73416
Current_accuracy : 14.000, Current_norm_ED : 0.6185
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6937 | 037 | 0.2545 False
1572 | 152 | 0.3419 False
--------------------------------------------------------------------------------
[315/3000] Train loss: 0.58557, Valid loss: 0.60780, Elapsed_time: 98.98230
Current_accuracy : 33.500, Current_norm_ED : 0.7688
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4228 | 0.3668 False
8243 | 6243 | 0.1751 False
--------------------------------------------------------------------------------
[320/3000] Train loss: 0.48532, Valid loss: 0.59039, Elapsed_time: 100.53321
Current_accuracy : 38.000, Current_norm_ED : 0.7903
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3438 | 3438 | 0.3092 True
8794 | 6704 | 0.2793 False
--------------------------------------------------------------------------------
[325/3000] Train loss: 0.47593, Valid loss: 0.55958, Elapsed_time: 101.82603
Current_accuracy : 36.000, Current_norm_ED : 0.7938
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9511 | 9511 | 0.1240 True
9541 | 9541 | 0.4444 True
--------------------------------------------------------------------------------
[330/3000] Train loss: 0.46204, Valid loss: 0.98595, Elapsed_time: 103.05147
Current_accuracy : 30.000, Current_norm_ED : 0.7488
Best_accuracy : 40.500, Best_norm_ED : 0.8063
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 405 | 0.3374 False
7253 | 7253 | 0.0542 True
--------------------------------------------------------------------------------
[335/3000] Train loss: 0.42007, Valid loss: 0.41765, Elapsed_time: 104.33761
Current_accuracy : 52.500, Current_norm_ED : 0.8512
Best_accuracy : 52.500, Best_norm_ED : 0.8512
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8168 | 816 | 0.2241 False
1372 | 1322 | 0.0607 False
--------------------------------------------------------------------------------
[340/3000] Train loss: 0.46589, Valid loss: 0.56878, Elapsed_time: 106.23368
Current_accuracy : 44.500, Current_norm_ED : 0.8225
Best_accuracy : 52.500, Best_norm_ED : 0.8512
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8027 | 807 | 0.1784 False
8243 | 9243 | 0.6421 False
--------------------------------------------------------------------------------
[345/3000] Train loss: 0.48362, Valid loss: 0.41608, Elapsed_time: 107.48517
Current_accuracy : 45.000, Current_norm_ED : 0.8290
Best_accuracy : 52.500, Best_norm_ED : 0.8512
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6350 | 6350 | 0.4854 True
2433 | 2433 | 0.1163 True
--------------------------------------------------------------------------------
[350/3000] Train loss: 0.42101, Valid loss: 2.11135, Elapsed_time: 108.74241
Current_accuracy : 20.500, Current_norm_ED : 0.6730
Best_accuracy : 52.500, Best_norm_ED : 0.8512
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6787 | 9757 | 0.3406 False
2017 | 2017 | 0.5432 True
--------------------------------------------------------------------------------
[355/3000] Train loss: 0.41186, Valid loss: 0.45920, Elapsed_time: 110.34491
Current_accuracy : 55.000, Current_norm_ED : 0.8550
Best_accuracy : 55.000, Best_norm_ED : 0.8550
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.5765 True
8794 | 8794 | 0.2577 True
--------------------------------------------------------------------------------
[360/3000] Train loss: 0.28461, Valid loss: 0.56703, Elapsed_time: 112.20004
Current_accuracy : 36.500, Current_norm_ED : 0.7875
Best_accuracy : 55.000, Best_norm_ED : 0.8550
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6191 | 6191 | 0.4664 True
5944 | 5644 | 0.2311 False
--------------------------------------------------------------------------------
[365/3000] Train loss: 0.26359, Valid loss: 0.52741, Elapsed_time: 113.47258
Current_accuracy : 47.500, Current_norm_ED : 0.8378
Best_accuracy : 55.000, Best_norm_ED : 0.8550
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8096 | 6096 | 0.3074 False
3032 | 302 | 0.6129 False
--------------------------------------------------------------------------------
[370/3000] Train loss: 0.42079, Valid loss: 1.05066, Elapsed_time: 114.72709
Current_accuracy : 37.000, Current_norm_ED : 0.7575
Best_accuracy : 55.000, Best_norm_ED : 0.8550
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2134 | 2134 | 0.8053 True
4066 | 405 | 0.7240 False
--------------------------------------------------------------------------------
[375/3000] Train loss: 0.22875, Valid loss: 0.36127, Elapsed_time: 115.98619
Current_accuracy : 55.000, Current_norm_ED : 0.8688
Best_accuracy : 55.000, Best_norm_ED : 0.8688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2665 | 0.6619 True
7822 | 782 | 0.4449 False
--------------------------------------------------------------------------------
[380/3000] Train loss: 0.20757, Valid loss: 0.53593, Elapsed_time: 117.57077
Current_accuracy : 45.500, Current_norm_ED : 0.8325
Best_accuracy : 55.000, Best_norm_ED : 0.8688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3848 | 3948 | 0.5443 False
7295 | 7299 | 0.3102 False
--------------------------------------------------------------------------------
[385/3000] Train loss: 0.33800, Valid loss: 0.75130, Elapsed_time: 119.18915
Current_accuracy : 38.000, Current_norm_ED : 0.7950
Best_accuracy : 55.000, Best_norm_ED : 0.8688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6787 | 6767 | 0.5386 False
3409 | 4998 | 0.0327 False
--------------------------------------------------------------------------------
[390/3000] Train loss: 0.40703, Valid loss: 0.54309, Elapsed_time: 120.52825
Current_accuracy : 51.000, Current_norm_ED : 0.8492
Best_accuracy : 55.000, Best_norm_ED : 0.8688
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 8641 | 0.1211 False
7682 | 7682 | 0.4180 True
--------------------------------------------------------------------------------
[395/3000] Train loss: 0.30853, Valid loss: 0.26285, Elapsed_time: 121.83454
Current_accuracy : 70.500, Current_norm_ED : 0.9080
Best_accuracy : 70.500, Best_norm_ED : 0.9080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1156 | 1156 | 0.2405 True
0474 | 0474 | 0.8366 True
--------------------------------------------------------------------------------
[400/3000] Train loss: 0.19678, Valid loss: 0.93587, Elapsed_time: 123.69761
Current_accuracy : 31.500, Current_norm_ED : 0.7555
Best_accuracy : 70.500, Best_norm_ED : 0.9080
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6348 | 6346 | 0.3111 False
2768 | 2766 | 0.1293 False
--------------------------------------------------------------------------------
[405/3000] Train loss: 0.36691, Valid loss: 0.25797, Elapsed_time: 125.58224
Current_accuracy : 70.000, Current_norm_ED : 0.9190
Best_accuracy : 70.500, Best_norm_ED : 0.9190
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 189 | 0.4919 False
6620 | 620 | 0.6335 False
--------------------------------------------------------------------------------
[410/3000] Train loss: 0.15979, Valid loss: 0.30232, Elapsed_time: 127.16397
Current_accuracy : 71.500, Current_norm_ED : 0.9203
Best_accuracy : 71.500, Best_norm_ED : 0.9203
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8262 | 9262 | 0.5451 False
9030 | 030 | 0.7038 False
--------------------------------------------------------------------------------
[415/3000] Train loss: 0.14117, Valid loss: 0.80407, Elapsed_time: 129.05700
Current_accuracy : 43.500, Current_norm_ED : 0.8087
Best_accuracy : 71.500, Best_norm_ED : 0.9203
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 129 | 0.3857 False
2433 | 2433 | 0.2550 True
--------------------------------------------------------------------------------
[420/3000] Train loss: 0.29857, Valid loss: 0.23746, Elapsed_time: 130.69429
Current_accuracy : 76.000, Current_norm_ED : 0.9315
Best_accuracy : 76.000, Best_norm_ED : 0.9315
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7781 | 7761 | 0.1526 False
0617 | 0617 | 0.9048 True
--------------------------------------------------------------------------------
[425/3000] Train loss: 0.12076, Valid loss: 0.29282, Elapsed_time: 132.60049
Current_accuracy : 75.000, Current_norm_ED : 0.9255
Best_accuracy : 76.000, Best_norm_ED : 0.9315
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 2768 | 0.6535 True
0593 | 593 | 0.5828 False
--------------------------------------------------------------------------------
[430/3000] Train loss: 0.12206, Valid loss: 0.65434, Elapsed_time: 133.89520
Current_accuracy : 45.000, Current_norm_ED : 0.8253
Best_accuracy : 76.000, Best_norm_ED : 0.9315
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2003 | 0.8766 True
7014 | 7014 | 0.8745 True
--------------------------------------------------------------------------------
[435/3000] Train loss: 0.16928, Valid loss: 0.25941, Elapsed_time: 135.17353
Current_accuracy : 72.000, Current_norm_ED : 0.9220
Best_accuracy : 76.000, Best_norm_ED : 0.9315
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6693 | 693 | 0.5199 False
8286 | 8296 | 0.3132 False
--------------------------------------------------------------------------------
[440/3000] Train loss: 0.11435, Valid loss: 0.20689, Elapsed_time: 136.40733
Current_accuracy : 80.000, Current_norm_ED : 0.9465
Best_accuracy : 80.000, Best_norm_ED : 0.9465
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4287 | 4287 | 0.9336 True
1914 | 1914 | 0.9389 True
--------------------------------------------------------------------------------
[445/3000] Train loss: 0.08389, Valid loss: 0.72413, Elapsed_time: 138.28552
Current_accuracy : 45.000, Current_norm_ED : 0.8340
Best_accuracy : 80.000, Best_norm_ED : 0.9465
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2768 | 278 | 0.8513 False
8575 | 8575 | 0.9234 True
--------------------------------------------------------------------------------
[450/3000] Train loss: 0.20764, Valid loss: 0.12757, Elapsed_time: 139.88247
Current_accuracy : 88.000, Current_norm_ED : 0.9718
Best_accuracy : 88.000, Best_norm_ED : 0.9718
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0543 | 0543 | 0.9080 True
6852 | 68852 | 0.1371 False
--------------------------------------------------------------------------------
[455/3000] Train loss: 0.08557, Valid loss: 0.06653, Elapsed_time: 141.75995
Current_accuracy : 94.500, Current_norm_ED : 0.9870
Best_accuracy : 94.500, Best_norm_ED : 0.9870
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0907 | 0907 | 0.8944 True
1796 | 1796 | 0.7795 True
--------------------------------------------------------------------------------
[460/3000] Train loss: 0.04108, Valid loss: 0.07529, Elapsed_time: 143.62700
Current_accuracy : 92.500, Current_norm_ED : 0.9812
Best_accuracy : 94.500, Best_norm_ED : 0.9870
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 1289 | 0.8830 True
3638 | 3638 | 0.8799 True
--------------------------------------------------------------------------------
[465/3000] Train loss: 0.05267, Valid loss: 0.04716, Elapsed_time: 144.94456
Current_accuracy : 94.000, Current_norm_ED : 0.9850
Best_accuracy : 94.500, Best_norm_ED : 0.9870
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9541 | 9541 | 0.8080 True
8461 | 8461 | 0.8628 True
--------------------------------------------------------------------------------
[470/3000] Train loss: 0.04989, Valid loss: 0.09039, Elapsed_time: 146.21395
Current_accuracy : 90.000, Current_norm_ED : 0.9750
Best_accuracy : 94.500, Best_norm_ED : 0.9870
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4405 | 4405 | 0.5472 True
3590 | 3590 | 0.8843 True
--------------------------------------------------------------------------------
[475/3000] Train loss: 0.06824, Valid loss: 0.06974, Elapsed_time: 147.48434
Current_accuracy : 94.000, Current_norm_ED : 0.9853
Best_accuracy : 94.500, Best_norm_ED : 0.9870
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3590 | 3590 | 0.9201 True
9281 | 0281 | 0.7576 False
--------------------------------------------------------------------------------
[480/3000] Train loss: 0.04540, Valid loss: 0.63197, Elapsed_time: 149.06803
Current_accuracy : 61.000, Current_norm_ED : 0.8890
Best_accuracy : 94.500, Best_norm_ED : 0.9870
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2885 | 0.9170 False
6620 | 8820 | 0.4018 False
--------------------------------------------------------------------------------
[485/3000] Train loss: 0.03962, Valid loss: 0.21891, Elapsed_time: 150.39626
Current_accuracy : 80.000, Current_norm_ED : 0.9445
Best_accuracy : 94.500, Best_norm_ED : 0.9870
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1873 | 1873 | 0.9434 True
8286 | 8266 | 0.0973 False
--------------------------------------------------------------------------------
[490/3000] Train loss: 0.03296, Valid loss: 0.03145, Elapsed_time: 151.70644
Current_accuracy : 96.500, Current_norm_ED : 0.9912
Best_accuracy : 96.500, Best_norm_ED : 0.9912
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6313 | 6313 | 0.9665 True
5890 | 5890 | 0.8623 True
--------------------------------------------------------------------------------
[495/3000] Train loss: 0.02096, Valid loss: 0.02824, Elapsed_time: 153.59877
Current_accuracy : 97.000, Current_norm_ED : 0.9925
Best_accuracy : 97.000, Best_norm_ED : 0.9925
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7810 | 7810 | 0.9837 True
7108 | 7108 | 0.9191 True
--------------------------------------------------------------------------------
[500/3000] Train loss: 0.01216, Valid loss: 0.02167, Elapsed_time: 155.45622
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 97.500, Best_norm_ED : 0.9938
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8405 | 8405 | 0.9113 True
1982 | 1982 | 0.9500 True
--------------------------------------------------------------------------------
[505/3000] Train loss: 0.01059, Valid loss: 0.01678, Elapsed_time: 157.33550
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 98.500, Best_norm_ED : 0.9962
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7682 | 7682 | 0.9484 True
3067 | 3067 | 0.9773 True
--------------------------------------------------------------------------------
[510/3000] Train loss: 0.00970, Valid loss: 0.01273, Elapsed_time: 159.78147
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3351 | 3351 | 0.4489 True
2164 | 2164 | 0.9821 True
--------------------------------------------------------------------------------
[515/3000] Train loss: 0.00939, Valid loss: 0.01362, Elapsed_time: 161.97279
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 0469 | 0.9509 True
1796 | 1796 | 0.9459 True
--------------------------------------------------------------------------------
[520/3000] Train loss: 0.00632, Valid loss: 0.01309, Elapsed_time: 163.25233
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1914 | 1914 | 0.9695 True
9512 | 9512 | 0.9651 True
--------------------------------------------------------------------------------
[525/3000] Train loss: 0.00606, Valid loss: 0.01217, Elapsed_time: 164.55320
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 0713 | 0.9887 True
2164 | 2164 | 0.9800 True
--------------------------------------------------------------------------------
[530/3000] Train loss: 0.00603, Valid loss: 0.00974, Elapsed_time: 165.99625
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0567 | 0567 | 0.9772 True
2365 | 2365 | 0.9646 True
--------------------------------------------------------------------------------
[535/3000] Train loss: 0.00583, Valid loss: 0.00923, Elapsed_time: 167.32737
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9032 | 9032 | 0.9694 True
0907 | 0907 | 0.9433 True
--------------------------------------------------------------------------------
[540/3000] Train loss: 0.00502, Valid loss: 0.00766, Elapsed_time: 168.63428
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8575 | 8575 | 0.9879 True
0155 | 0155 | 0.8105 True
--------------------------------------------------------------------------------
[545/3000] Train loss: 0.00402, Valid loss: 0.00780, Elapsed_time: 170.27872
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7695 | 7695 | 0.7952 True
3450 | 3450 | 0.9907 True
--------------------------------------------------------------------------------
[550/3000] Train loss: 0.00391, Valid loss: 0.00692, Elapsed_time: 171.59719
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8096 | 8096 | 0.9736 True
2365 | 2365 | 0.9715 True
--------------------------------------------------------------------------------
[555/3000] Train loss: 0.00370, Valid loss: 0.00687, Elapsed_time: 172.87485
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3574 | 3574 | 0.9897 True
0228 | 0228 | 0.9900 True
--------------------------------------------------------------------------------
[560/3000] Train loss: 0.00312, Valid loss: 0.00688, Elapsed_time: 174.17540
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 9442 | 0.9935 True
5944 | 5944 | 0.4549 True
--------------------------------------------------------------------------------
[565/3000] Train loss: 0.00368, Valid loss: 0.00669, Elapsed_time: 175.51559
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5427 | 5427 | 0.8777 True
2321 | 2321 | 0.9775 True
--------------------------------------------------------------------------------
[570/3000] Train loss: 0.00301, Valid loss: 0.00626, Elapsed_time: 176.87641
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 8841 | 0.4083 True
0907 | 0907 | 0.9726 True
--------------------------------------------------------------------------------
[575/3000] Train loss: 0.00269, Valid loss: 0.00674, Elapsed_time: 178.20025
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6919 | 6919 | 0.9907 True
6348 | 6348 | 0.9934 True
--------------------------------------------------------------------------------
[580/3000] Train loss: 0.00255, Valid loss: 0.00635, Elapsed_time: 179.80888
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2737 | 2737 | 0.9681 True
4287 | 4287 | 0.9800 True
--------------------------------------------------------------------------------
[585/3000] Train loss: 0.00252, Valid loss: 0.00576, Elapsed_time: 181.11591
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4769 | 4769 | 0.9891 True
5165 | 5165 | 0.9964 True
--------------------------------------------------------------------------------
[590/3000] Train loss: 0.00234, Valid loss: 0.00531, Elapsed_time: 182.45698
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9895 True
7682 | 7682 | 0.9831 True
--------------------------------------------------------------------------------
[595/3000] Train loss: 0.00221, Valid loss: 0.00515, Elapsed_time: 183.74719
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8262 | 8262 | 0.9919 True
6964 | 6964 | 0.9916 True
--------------------------------------------------------------------------------
[600/3000] Train loss: 0.00237, Valid loss: 0.00504, Elapsed_time: 185.06816
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4731 | 4731 | 0.9953 True
2365 | 2365 | 0.9872 True
--------------------------------------------------------------------------------
[605/3000] Train loss: 0.00209, Valid loss: 0.00373, Elapsed_time: 186.86941
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2831 | 2831 | 0.9947 True
0155 | 0155 | 0.8693 True
--------------------------------------------------------------------------------
[610/3000] Train loss: 0.00201, Valid loss: 0.00395, Elapsed_time: 188.44200
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5888 | 5888 | 0.5678 True
4217 | 4217 | 0.9924 True
--------------------------------------------------------------------------------
[615/3000] Train loss: 0.00183, Valid loss: 0.00478, Elapsed_time: 189.72628
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8575 | 8575 | 0.9947 True
8461 | 8461 | 0.9921 True
--------------------------------------------------------------------------------
[620/3000] Train loss: 0.00157, Valid loss: 0.00535, Elapsed_time: 191.58953
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8488 | 8488 | 0.4774 True
6914 | 6914 | 0.9906 True
--------------------------------------------------------------------------------
[625/3000] Train loss: 0.00162, Valid loss: 0.00394, Elapsed_time: 192.89033
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2742 | 2742 | 0.9810 True
9220 | 9220 | 0.9940 True
--------------------------------------------------------------------------------
[630/3000] Train loss: 0.00155, Valid loss: 0.00379, Elapsed_time: 194.16986
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 9442 | 0.9964 True
7682 | 7682 | 0.9855 True
--------------------------------------------------------------------------------
[635/3000] Train loss: 0.00167, Valid loss: 0.00298, Elapsed_time: 195.39390
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 4923 | 0.9926 True
4222 | 4222 | 0.6676 True
--------------------------------------------------------------------------------
[640/3000] Train loss: 0.00235, Valid loss: 0.00321, Elapsed_time: 196.96803
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7453 | 7453 | 0.9885 True
9511 | 9511 | 0.5133 True
--------------------------------------------------------------------------------
[645/3000] Train loss: 0.00172, Valid loss: 0.00312, Elapsed_time: 198.32498
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8027 | 8027 | 0.9428 True
7682 | 7682 | 0.9846 True
--------------------------------------------------------------------------------
[650/3000] Train loss: 0.00141, Valid loss: 0.00227, Elapsed_time: 199.59809
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.6187 True
4569 | 4569 | 0.9969 True
--------------------------------------------------------------------------------
[5/3000] Train loss: 0.00184, Valid loss: 0.00709, Elapsed_time: 2.23558
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4217 | 4217 | 0.9929 True
9281 | 0281 | 0.5345 False
--------------------------------------------------------------------------------
[10/3000] Train loss: 0.00631, Valid loss: 0.59561, Elapsed_time: 4.55882
Current_accuracy : 74.500, Current_norm_ED : 0.9263
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1372 | 1372 | 0.9922 True
2598 | 2596 | 0.9891 False
--------------------------------------------------------------------------------
[15/3000] Train loss: 0.07502, Valid loss: 0.05601, Elapsed_time: 5.83153
Current_accuracy : 94.000, Current_norm_ED : 0.9850
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.4165 True
3506 | 3506 | 0.9247 True
--------------------------------------------------------------------------------
[20/3000] Train loss: 0.06496, Valid loss: 0.11946, Elapsed_time: 7.15870
Current_accuracy : 88.500, Current_norm_ED : 0.9712
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.7310 True
2182 | 2182 | 0.9609 True
--------------------------------------------------------------------------------
[25/3000] Train loss: 0.03711, Valid loss: 0.06824, Elapsed_time: 8.42329
Current_accuracy : 95.500, Current_norm_ED : 0.9853
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1289 | 1289 | 0.9279 True
9033 | 9033 | 0.3115 True
--------------------------------------------------------------------------------
[30/3000] Train loss: 0.02411, Valid loss: 0.06926, Elapsed_time: 9.71421
Current_accuracy : 91.500, Current_norm_ED : 0.9762
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8794 | 8794 | 0.9868 True
7014 | 7014 | 0.8684 True
--------------------------------------------------------------------------------
[35/3000] Train loss: 0.13414, Valid loss: 0.06332, Elapsed_time: 11.70355
Current_accuracy : 94.500, Current_norm_ED : 0.9853
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2003 | 0.9730 True
7066 | 706 | 0.3993 False
--------------------------------------------------------------------------------
[40/3000] Train loss: 0.03167, Valid loss: 0.07554, Elapsed_time: 12.99990
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2003 | 2003 | 0.9876 True
1516 | 1516 | 0.9809 True
--------------------------------------------------------------------------------
[45/3000] Train loss: 0.08677, Valid loss: 0.26194, Elapsed_time: 14.33277
Current_accuracy : 79.000, Current_norm_ED : 0.9447
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6852 | 6852 | 0.7687 True
7014 | 7014 | 0.8529 True
--------------------------------------------------------------------------------
[50/3000] Train loss: 0.10665, Valid loss: 0.04059, Elapsed_time: 16.22745
Current_accuracy : 96.500, Current_norm_ED : 0.9915
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0593 | 0593 | 0.9628 True
7209 | 7209 | 0.9435 True
--------------------------------------------------------------------------------
[55/3000] Train loss: 0.00805, Valid loss: 0.05692, Elapsed_time: 17.49527
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9700 | 9700 | 0.4535 True
7695 | 7695 | 0.9319 True
--------------------------------------------------------------------------------
[60/3000] Train loss: 0.07854, Valid loss: 0.08839, Elapsed_time: 18.76809
Current_accuracy : 91.500, Current_norm_ED : 0.9768
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5627 | 5627 | 0.9776 True
0340 | 0340 | 0.9889 True
--------------------------------------------------------------------------------
[65/3000] Train loss: 0.02933, Valid loss: 0.09114, Elapsed_time: 20.34442
Current_accuracy : 89.500, Current_norm_ED : 0.9738
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3723 | 323 | 0.4189 False
1618 | 1618 | 0.9570 True
--------------------------------------------------------------------------------
[70/3000] Train loss: 0.04138, Valid loss: 0.02871, Elapsed_time: 21.68238
Current_accuracy : 97.500, Current_norm_ED : 0.9940
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8290 | 8290 | 0.9900 True
9163 | 9163 | 0.9875 True
--------------------------------------------------------------------------------
[75/3000] Train loss: 0.03024, Valid loss: 0.14577, Elapsed_time: 22.95261
Current_accuracy : 87.500, Current_norm_ED : 0.9688
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4731 | 4731 | 0.9906 True
5236 | 5236 | 0.9369 True
--------------------------------------------------------------------------------
[80/3000] Train loss: 0.12706, Valid loss: 0.08719, Elapsed_time: 24.28835
Current_accuracy : 92.000, Current_norm_ED : 0.9795
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3560 | 3560 | 0.7225 True
5888 | 5888 | 0.3915 True
--------------------------------------------------------------------------------
[85/3000] Train loss: 0.31280, Valid loss: 0.43537, Elapsed_time: 25.58775
Current_accuracy : 65.500, Current_norm_ED : 0.9078
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7253 | 72253 | 0.4631 False
1736 | 736 | 0.4682 False
--------------------------------------------------------------------------------
[90/3000] Train loss: 0.04668, Valid loss: 0.29968, Elapsed_time: 26.85596
Current_accuracy : 81.500, Current_norm_ED : 0.9463
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6617 | 6617 | 0.3672 True
9511 | 9511 | 0.4747 True
--------------------------------------------------------------------------------
[95/3000] Train loss: 0.16156, Valid loss: 0.22262, Elapsed_time: 28.18103
Current_accuracy : 80.500, Current_norm_ED : 0.9505
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1090 | 1090 | 0.4104 True
7295 | 7285 | 0.9098 False
--------------------------------------------------------------------------------
[100/3000] Train loss: 0.16802, Valid loss: 0.04017, Elapsed_time: 29.79020
Current_accuracy : 95.500, Current_norm_ED : 0.9895
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9281 | 5281 | 0.6390 False
3438 | 3438 | 0.9508 True
--------------------------------------------------------------------------------
[105/3000] Train loss: 0.01054, Valid loss: 0.01161, Elapsed_time: 31.14065
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6964 | 6964 | 0.9850 True
4459 | 4459 | 0.7790 True
--------------------------------------------------------------------------------
[110/3000] Train loss: 0.08498, Valid loss: 0.03198, Elapsed_time: 32.43626
Current_accuracy : 96.500, Current_norm_ED : 0.9915
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1407 | 1407 | 0.9777 True
2768 | 2768 | 0.8256 True
--------------------------------------------------------------------------------
[115/3000] Train loss: 0.04044, Valid loss: 0.02456, Elapsed_time: 33.70165
Current_accuracy : 96.500, Current_norm_ED : 0.9912
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3409 | 3409 | 0.8666 True
7810 | 7810 | 0.9668 True
--------------------------------------------------------------------------------
[120/3000] Train loss: 0.00974, Valid loss: 0.03290, Elapsed_time: 35.04084
Current_accuracy : 95.500, Current_norm_ED : 0.9888
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3409 | 3409 | 0.9286 True
0543 | 0543 | 0.9877 True
--------------------------------------------------------------------------------
[125/3000] Train loss: 0.01176, Valid loss: 0.01667, Elapsed_time: 36.47094
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0056 | 0056 | 0.3482 True
2375 | 2375 | 0.9829 True
--------------------------------------------------------------------------------
[130/3000] Train loss: 0.04573, Valid loss: 0.04590, Elapsed_time: 38.26668
Current_accuracy : 92.000, Current_norm_ED : 0.9800
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9438 | 9438 | 0.9736 True
5427 | 5427 | 0.9371 True
--------------------------------------------------------------------------------
[135/3000] Train loss: 0.00722, Valid loss: 0.31901, Elapsed_time: 39.75233
Current_accuracy : 86.500, Current_norm_ED : 0.9657
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 9442 | 0.9317 True
7742 | 7747 | 0.4912 False
--------------------------------------------------------------------------------
[140/3000] Train loss: 0.01475, Valid loss: 0.01981, Elapsed_time: 41.20841
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6914 | 6914 | 0.9842 True
0816 | 0816 | 0.9750 True
--------------------------------------------------------------------------------
[145/3000] Train loss: 0.00507, Valid loss: 0.02296, Elapsed_time: 42.83696
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7667 | 7667 | 0.9864 True
4769 | 4769 | 0.9881 True
--------------------------------------------------------------------------------
[150/3000] Train loss: 0.01273, Valid loss: 0.00792, Elapsed_time: 44.16434
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5415 | 5415 | 0.9917 True
3560 | 3560 | 0.9889 True
--------------------------------------------------------------------------------
[155/3000] Train loss: 0.00383, Valid loss: 0.00782, Elapsed_time: 45.46851
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9267 | 9267 | 0.9903 True
5427 | 5427 | 0.9671 True
--------------------------------------------------------------------------------
[160/3000] Train loss: 0.00257, Valid loss: 0.00739, Elapsed_time: 47.09583
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8907 | 8907 | 0.9687 True
2433 | 2433 | 0.4444 True
--------------------------------------------------------------------------------
[165/3000] Train loss: 0.00244, Valid loss: 0.00666, Elapsed_time: 48.97176
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3848 | 3848 | 0.9946 True
6919 | 6919 | 0.9855 True
--------------------------------------------------------------------------------
[170/3000] Train loss: 0.00216, Valid loss: 0.00521, Elapsed_time: 50.28394
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6910 | 6910 | 0.9938 True
8405 | 8405 | 0.9925 True
--------------------------------------------------------------------------------
[175/3000] Train loss: 0.00201, Valid loss: 0.00427, Elapsed_time: 51.60619
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0617 | 0617 | 0.9915 True
7108 | 7108 | 0.9756 True
--------------------------------------------------------------------------------
[180/3000] Train loss: 0.00213, Valid loss: 0.00417, Elapsed_time: 52.91212
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.9340 True
6348 | 6348 | 0.9940 True
--------------------------------------------------------------------------------
[185/3000] Train loss: 0.00196, Valid loss: 0.00349, Elapsed_time: 54.21130
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6191 | 6191 | 0.9933 True
3389 | 3389 | 0.8303 True
--------------------------------------------------------------------------------
[190/3000] Train loss: 0.00150, Valid loss: 0.00331, Elapsed_time: 55.52980
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 2164 | 0.9952 True
4222 | 4222 | 0.4435 True
--------------------------------------------------------------------------------
[195/3000] Train loss: 0.00164, Valid loss: 0.00316, Elapsed_time: 57.15991
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3590 | 3590 | 0.9895 True
8027 | 8027 | 0.9793 True
--------------------------------------------------------------------------------
[200/3000] Train loss: 0.00917, Valid loss: 0.01525, Elapsed_time: 59.05149
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7803 | 7803 | 0.9958 True
5239 | 5239 | 0.9946 True
--------------------------------------------------------------------------------
[205/3000] Train loss: 0.00177, Valid loss: 0.00546, Elapsed_time: 60.32130
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4962 | 4962 | 0.9912 True
1914 | 1914 | 0.9885 True
--------------------------------------------------------------------------------
[210/3000] Train loss: 0.00151, Valid loss: 0.00423, Elapsed_time: 61.63144
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0543 | 0543 | 0.9951 True
6367 | 6367 | 0.9937 True
--------------------------------------------------------------------------------
[215/3000] Train loss: 0.00293, Valid loss: 0.01474, Elapsed_time: 62.93979
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0340 | 0340 | 0.9950 True
4066 | 406 | 0.8048 False
--------------------------------------------------------------------------------
[220/3000] Train loss: 0.00179, Valid loss: 0.00382, Elapsed_time: 64.21521
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5735 | 5735 | 0.9955 True
3450 | 3450 | 0.9970 True
--------------------------------------------------------------------------------
[225/3000] Train loss: 0.00108, Valid loss: 0.00328, Elapsed_time: 65.83026
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6574 | 6574 | 0.9930 True
8405 | 8405 | 0.9942 True
--------------------------------------------------------------------------------
[230/3000] Train loss: 0.00113, Valid loss: 0.00316, Elapsed_time: 67.07070
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1383 | 1383 | 0.9965 True
8872 | 8872 | 0.4463 True
--------------------------------------------------------------------------------
[235/3000] Train loss: 0.00101, Valid loss: 0.00296, Elapsed_time: 68.27215
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7953 | 7953 | 0.9959 True
5627 | 5627 | 0.9937 True
--------------------------------------------------------------------------------
[240/3000] Train loss: 0.00101, Valid loss: 0.00509, Elapsed_time: 69.55404
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4638 | 4638 | 0.9976 True
2003 | 2003 | 0.9956 True
--------------------------------------------------------------------------------
[245/3000] Train loss: 0.00101, Valid loss: 0.00268, Elapsed_time: 70.83439
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1796 | 1796 | 0.9943 True
0816 | 0816 | 0.9929 True
--------------------------------------------------------------------------------
[250/3000] Train loss: 0.00096, Valid loss: 0.00225, Elapsed_time: 72.10736
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0340 | 0340 | 0.9962 True
9030 | 9030 | 0.9672 True
--------------------------------------------------------------------------------
[255/3000] Train loss: 0.00100, Valid loss: 0.00232, Elapsed_time: 73.39654
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9163 | 9163 | 0.9976 True
3476 | 3476 | 0.9921 True
--------------------------------------------------------------------------------
[260/3000] Train loss: 0.00085, Valid loss: 0.00396, Elapsed_time: 75.07435
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9220 | 9220 | 0.9967 True
9414 | 9414 | 0.9938 True
--------------------------------------------------------------------------------
[265/3000] Train loss: 0.00328, Valid loss: 0.33872, Elapsed_time: 76.38137
Current_accuracy : 78.500, Current_norm_ED : 0.9387
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1730 | 1730 | 0.9937 True
8872 | 8872 | 0.5194 True
--------------------------------------------------------------------------------
[270/3000] Train loss: 0.01635, Valid loss: 0.00657, Elapsed_time: 77.67314
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3590 | 3590 | 0.9960 True
4620 | 4620 | 0.9971 True
--------------------------------------------------------------------------------
[275/3000] Train loss: 0.00139, Valid loss: 0.01033, Elapsed_time: 78.95752
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5236 | 5236 | 0.9959 True
3937 | 3937 | 0.9967 True
--------------------------------------------------------------------------------
[280/3000] Train loss: 0.00110, Valid loss: 0.00697, Elapsed_time: 80.26355
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 1140 | 0.5033 True
9335 | 9335 | 0.9964 True
--------------------------------------------------------------------------------
[285/3000] Train loss: 0.00105, Valid loss: 0.01547, Elapsed_time: 82.28149
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8168 | 8169 | 0.9493 False
4459 | 4459 | 0.5892 True
--------------------------------------------------------------------------------
[290/3000] Train loss: 0.00148, Valid loss: 0.01808, Elapsed_time: 83.87222
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1156 | 1156 | 0.6127 True
4236 | 4236 | 0.9969 True
--------------------------------------------------------------------------------
[295/3000] Train loss: 0.00148, Valid loss: 0.00318, Elapsed_time: 85.20336
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3476 | 3476 | 0.9903 True
8834 | 8834 | 0.8307 True
--------------------------------------------------------------------------------
[300/3000] Train loss: 0.00073, Valid loss: 0.00396, Elapsed_time: 86.49080
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 0469 | 0.9943 True
8770 | 8770 | 0.9968 True
--------------------------------------------------------------------------------
[305/3000] Train loss: 0.00073, Valid loss: 0.00316, Elapsed_time: 87.81606
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4769 | 4769 | 0.9972 True
7764 | 7764 | 0.9372 True
--------------------------------------------------------------------------------
[310/3000] Train loss: 0.00067, Valid loss: 0.00385, Elapsed_time: 89.10836
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4769 | 4769 | 0.9974 True
0155 | 0155 | 0.7299 True
--------------------------------------------------------------------------------
[315/3000] Train loss: 0.00067, Valid loss: 0.00300, Elapsed_time: 90.42175
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7810 | 7810 | 0.9982 True
5888 | 5888 | 0.5907 True
--------------------------------------------------------------------------------
[320/3000] Train loss: 0.00068, Valid loss: 0.00353, Elapsed_time: 91.97927
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3389 | 3389 | 0.8084 True
0975 | 0975 | 0.9961 True
--------------------------------------------------------------------------------
[325/3000] Train loss: 0.00060, Valid loss: 0.00339, Elapsed_time: 93.32352
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3450 | 3450 | 0.9986 True
1383 | 1383 | 0.9972 True
--------------------------------------------------------------------------------
[330/3000] Train loss: 0.00057, Valid loss: 0.00298, Elapsed_time: 94.61111
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1156 | 1156 | 0.4752 True
7742 | 7742 | 0.5194 True
--------------------------------------------------------------------------------
[335/3000] Train loss: 0.00058, Valid loss: 0.00139, Elapsed_time: 95.91445
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 2164 | 0.9976 True
0034 | 0034 | 0.8136 True
--------------------------------------------------------------------------------
[340/3000] Train loss: 0.00068, Valid loss: 0.00569, Elapsed_time: 97.19265
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3258 | 3258 | 0.9977 True
9046 | 9046 | 0.9945 True
--------------------------------------------------------------------------------
[345/3000] Train loss: 0.00109, Valid loss: 0.01419, Elapsed_time: 98.46971
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9335 | 9335 | 0.9976 True
0975 | 0975 | 0.9975 True
--------------------------------------------------------------------------------
[350/3000] Train loss: 0.00731, Valid loss: 0.00206, Elapsed_time: 99.75914
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8872 | 8872 | 0.4608 True
8967 | 8967 | 0.9956 True
--------------------------------------------------------------------------------
[355/3000] Train loss: 0.00137, Valid loss: 0.00174, Elapsed_time: 101.37768
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2321 | 2321 | 0.9964 True
7822 | 7822 | 0.7976 True
--------------------------------------------------------------------------------
[360/3000] Train loss: 0.00094, Valid loss: 0.00205, Elapsed_time: 102.66792
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5468 | 5468 | 0.9979 True
5627 | 5627 | 0.9971 True
--------------------------------------------------------------------------------
[365/3000] Train loss: 0.00064, Valid loss: 0.00162, Elapsed_time: 103.99105
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0298 | 0298 | 0.9950 True
7875 | 7875 | 0.9987 True
--------------------------------------------------------------------------------
[370/3000] Train loss: 0.00055, Valid loss: 0.00300, Elapsed_time: 105.29532
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4066 | 406 | 0.3413 False
0907 | 0907 | 0.9929 True
--------------------------------------------------------------------------------
[375/3000] Train loss: 0.00076, Valid loss: 0.00160, Elapsed_time: 106.57834
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1383 | 1383 | 0.9972 True
7682 | 7682 | 0.9879 True
--------------------------------------------------------------------------------
[380/3000] Train loss: 0.13652, Valid loss: 0.11280, Elapsed_time: 107.85517
Current_accuracy : 90.000, Current_norm_ED : 0.9738
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6574 | 6574 | 0.9795 True
7875 | 7875 | 0.9920 True
--------------------------------------------------------------------------------
[385/3000] Train loss: 0.15757, Valid loss: 0.16772, Elapsed_time: 109.46952
Current_accuracy : 88.500, Current_norm_ED : 0.9707
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5427 | 5427 | 0.9976 True
0543 | 0543 | 0.9960 True
--------------------------------------------------------------------------------
[390/3000] Train loss: 0.09705, Valid loss: 0.42926, Elapsed_time: 110.82565
Current_accuracy : 72.000, Current_norm_ED : 0.9225
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6217 | 5217 | 0.5996 False
8027 | 8027 | 0.7210 True
--------------------------------------------------------------------------------
[395/3000] Train loss: 0.08168, Valid loss: 0.05990, Elapsed_time: 112.11709
Current_accuracy : 93.500, Current_norm_ED : 0.9840
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8488 | 8488 | 0.4555 True
8027 | 8027 | 0.9383 True
--------------------------------------------------------------------------------
[400/3000] Train loss: 0.09051, Valid loss: 0.05000, Elapsed_time: 113.41884
Current_accuracy : 94.500, Current_norm_ED : 0.9862
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3506 | 3506 | 0.9516 True
7695 | 7605 | 0.8145 False
--------------------------------------------------------------------------------
[405/3000] Train loss: 0.07112, Valid loss: 0.08473, Elapsed_time: 115.33101
Current_accuracy : 92.000, Current_norm_ED : 0.9778
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6937 | 6937 | 0.9757 True
5538 | 5538 | 0.3498 True
--------------------------------------------------------------------------------
[410/3000] Train loss: 0.00810, Valid loss: 0.02460, Elapsed_time: 116.59423
Current_accuracy : 95.500, Current_norm_ED : 0.9897
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5427 | 5427 | 0.9817 True
9163 | 9163 | 0.9948 True
--------------------------------------------------------------------------------
[415/3000] Train loss: 0.00215, Valid loss: 0.01049, Elapsed_time: 117.89141
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6367 | 6367 | 0.9925 True
6313 | 6313 | 0.9822 True
--------------------------------------------------------------------------------
[420/3000] Train loss: 0.00565, Valid loss: 0.03278, Elapsed_time: 119.51080
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0944 | 0944 | 0.9162 True
9220 | 9220 | 0.8167 True
--------------------------------------------------------------------------------
[425/3000] Train loss: 0.09701, Valid loss: 0.87456, Elapsed_time: 120.84167
Current_accuracy : 44.500, Current_norm_ED : 0.8108
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4783 | 4783 | 0.7195 True
6728 | 6720 | 0.9555 False
--------------------------------------------------------------------------------
[430/3000] Train loss: 0.10549, Valid loss: 0.06128, Elapsed_time: 122.13237
Current_accuracy : 95.500, Current_norm_ED : 0.9895
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9046 | 90046 | 0.4469 False
6617 | 6617 | 0.5189 True
--------------------------------------------------------------------------------
[435/3000] Train loss: 0.00235, Valid loss: 0.02326, Elapsed_time: 123.42327
Current_accuracy : 98.000, Current_norm_ED : 0.9955
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4685 | 4685 | 0.9761 True
4066 | 4066 | 0.2902 True
--------------------------------------------------------------------------------
[440/3000] Train loss: 0.00140, Valid loss: 0.01160, Elapsed_time: 124.74134
Current_accuracy : 99.000, Current_norm_ED : 0.9978
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 4301 | 0.9977 True
5236 | 5236 | 0.9877 True
--------------------------------------------------------------------------------
[445/3000] Train loss: 0.00172, Valid loss: 0.00634, Elapsed_time: 126.00812
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1899 | 1899 | 0.8858 True
0469 | 0469 | 0.9917 True
--------------------------------------------------------------------------------
[450/3000] Train loss: 0.00157, Valid loss: 0.00573, Elapsed_time: 127.68773
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 1140 | 0.8490 True
3574 | 3574 | 0.9863 True
--------------------------------------------------------------------------------
[455/3000] Train loss: 0.00490, Valid loss: 0.01776, Elapsed_time: 129.05477
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1736 | 1736 | 0.9600 True
9715 | 9715 | 0.9974 True
--------------------------------------------------------------------------------
[460/3000] Train loss: 0.00121, Valid loss: 0.01367, Elapsed_time: 130.78479
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1873 | 1873 | 0.9945 True
0474 | 0474 | 0.9798 True
--------------------------------------------------------------------------------
[465/3000] Train loss: 0.00123, Valid loss: 0.01208, Elapsed_time: 132.17692
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5468 | 5468 | 0.9953 True
8405 | 8405 | 0.9946 True
--------------------------------------------------------------------------------
[470/3000] Train loss: 0.00112, Valid loss: 0.01094, Elapsed_time: 133.50223
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9414 | 9414 | 0.9913 True
1572 | 1572 | 0.9940 True
--------------------------------------------------------------------------------
[475/3000] Train loss: 0.00080, Valid loss: 0.00901, Elapsed_time: 134.91351
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2134 | 2134 | 0.9947 True
7822 | 7822 | 0.5573 True
--------------------------------------------------------------------------------
[480/3000] Train loss: 0.00080, Valid loss: 0.00856, Elapsed_time: 137.32476
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1873 | 1873 | 0.9967 True
4222 | 4222 | 0.5809 True
--------------------------------------------------------------------------------
[485/3000] Train loss: 0.00075, Valid loss: 0.00889, Elapsed_time: 138.89596
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 9442 | 0.9900 True
2164 | 2164 | 0.9966 True
--------------------------------------------------------------------------------
[490/3000] Train loss: 0.00069, Valid loss: 0.00879, Elapsed_time: 140.55251
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3258 | 3258 | 0.9964 True
1982 | 1982 | 0.9821 True
--------------------------------------------------------------------------------
[495/3000] Train loss: 0.00922, Valid loss: 0.00441, Elapsed_time: 142.33565
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1736 | 1736 | 0.9664 True
8027 | 8027 | 0.9910 True
--------------------------------------------------------------------------------
[500/3000] Train loss: 0.00081, Valid loss: 0.00442, Elapsed_time: 143.62799
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3937 | 3937 | 0.9978 True
5239 | 5239 | 0.9979 True
--------------------------------------------------------------------------------
[505/3000] Train loss: 0.00496, Valid loss: 0.04684, Elapsed_time: 144.90068
Current_accuracy : 97.000, Current_norm_ED : 0.9912
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1516 | 1516 | 0.9682 True
2003 | 2003 | 0.9971 True
--------------------------------------------------------------------------------
[510/3000] Train loss: 0.00276, Valid loss: 0.00169, Elapsed_time: 146.25985
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0034 | 0034 | 0.8025 True
6937 | 6937 | 0.9973 True
--------------------------------------------------------------------------------
[515/3000] Train loss: 0.00144, Valid loss: 0.00318, Elapsed_time: 148.74364
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0631 | 0631 | 0.9957 True
3590 | 3590 | 0.9974 True
--------------------------------------------------------------------------------
[520/3000] Train loss: 0.00078, Valid loss: 0.00323, Elapsed_time: 150.10732
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8841 | 8841 | 0.7530 True
6217 | 6217 | 0.9974 True
--------------------------------------------------------------------------------
[525/3000] Train loss: 0.00084, Valid loss: 0.00252, Elapsed_time: 151.41854
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7667 | 7667 | 0.9596 True
8773 | 8773 | 0.9967 True
--------------------------------------------------------------------------------
[530/3000] Train loss: 0.00068, Valid loss: 0.00241, Elapsed_time: 152.70702
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9030 | 9030 | 0.9836 True
6313 | 6313 | 0.9961 True
--------------------------------------------------------------------------------
[535/3000] Train loss: 0.00058, Valid loss: 0.00262, Elapsed_time: 153.97848
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0907 | 0907 | 0.9874 True
0567 | 0567 | 0.9965 True
--------------------------------------------------------------------------------
[540/3000] Train loss: 0.00059, Valid loss: 0.00253, Elapsed_time: 155.24295
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 2164 | 0.9986 True
7453 | 7453 | 0.9984 True
--------------------------------------------------------------------------------
[545/3000] Train loss: 0.00045, Valid loss: 0.00241, Elapsed_time: 156.86073
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1796 | 1796 | 0.9973 True
1982 | 1982 | 0.9938 True
--------------------------------------------------------------------------------
[550/3000] Train loss: 0.00045, Valid loss: 0.00228, Elapsed_time: 158.20097
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6367 | 6367 | 0.9771 True
8872 | 8872 | 0.4912 True
--------------------------------------------------------------------------------
[555/3000] Train loss: 0.00047, Valid loss: 0.00203, Elapsed_time: 159.48153
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3560 | 3560 | 0.9989 True
1372 | 1372 | 0.9971 True
--------------------------------------------------------------------------------
[560/3000] Train loss: 0.00041, Valid loss: 0.00189, Elapsed_time: 160.75320
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0567 | 0567 | 0.9974 True
2182 | 2182 | 0.9957 True
--------------------------------------------------------------------------------
[565/3000] Train loss: 0.00043, Valid loss: 0.00203, Elapsed_time: 162.04688
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6217 | 6217 | 0.9980 True
5627 | 5627 | 0.9968 True
--------------------------------------------------------------------------------
[570/3000] Train loss: 0.00049, Valid loss: 0.00143, Elapsed_time: 163.30308
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.9090 True
6728 | 6728 | 0.9966 True
--------------------------------------------------------------------------------
[575/3000] Train loss: 0.00128, Valid loss: 1.25213, Elapsed_time: 164.66661
Current_accuracy : 68.000, Current_norm_ED : 0.9038
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8907 | 8907 | 0.9731 True
0340 | 0340 | 0.9974 True
--------------------------------------------------------------------------------
[580/3000] Train loss: 0.03087, Valid loss: 0.02624, Elapsed_time: 166.49825
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7667 | 7667 | 0.9971 True
9512 | 9512 | 0.9646 True
--------------------------------------------------------------------------------
[585/3000] Train loss: 0.00060, Valid loss: 0.00953, Elapsed_time: 167.84660
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4685 | 4685 | 0.9939 True
6313 | 6313 | 0.9978 True
--------------------------------------------------------------------------------
[590/3000] Train loss: 0.00069, Valid loss: 0.01066, Elapsed_time: 169.26128
Current_accuracy : 98.500, Current_norm_ED : 0.9962
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3351 | 3351 | 0.7326 True
7875 | 7875 | 0.9972 True
--------------------------------------------------------------------------------
[595/3000] Train loss: 0.00054, Valid loss: 0.00583, Elapsed_time: 170.62101
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2017 | 2017 | 0.9942 True
9267 | 9267 | 0.9967 True
--------------------------------------------------------------------------------
[600/3000] Train loss: 0.00056, Valid loss: 0.00467, Elapsed_time: 171.99097
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3067 | 3067 | 0.9974 True
7010 | 7010 | 0.9982 True
--------------------------------------------------------------------------------
[605/3000] Train loss: 0.00044, Valid loss: 0.00463, Elapsed_time: 173.41696
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1737 | 1737 | 0.9898 True
1736 | 1736 | 0.9891 True
--------------------------------------------------------------------------------
[610/3000] Train loss: 0.00039, Valid loss: 0.00317, Elapsed_time: 175.16414
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 8967 | 0.9952 True
5415 | 5415 | 0.9989 True
--------------------------------------------------------------------------------
[615/3000] Train loss: 0.00993, Valid loss: 0.00251, Elapsed_time: 176.52249
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.9991 True
0907 | 0907 | 0.9930 True
--------------------------------------------------------------------------------
[620/3000] Train loss: 0.00084, Valid loss: 0.00791, Elapsed_time: 177.86785
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9438 | 9438 | 0.9970 True
2894 | 2894 | 0.9979 True
--------------------------------------------------------------------------------
[5/3000] Train loss: 0.00148, Valid loss: 0.00237, Elapsed_time: 2.17476
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.9914 True
6910 | 6910 | 0.9958 True
--------------------------------------------------------------------------------
[10/3000] Train loss: 0.00107, Valid loss: 0.00265, Elapsed_time: 4.50040
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7066 | 7066 | 0.6946 True
4405 | 4405 | 0.4445 True
--------------------------------------------------------------------------------
[15/3000] Train loss: 0.00169, Valid loss: 0.00222, Elapsed_time: 5.79412
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9541 | 9541 | 0.9875 True
1796 | 1796 | 0.9900 True
--------------------------------------------------------------------------------
[20/3000] Train loss: 0.00106, Valid loss: 0.00189, Elapsed_time: 7.09162
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8834 | 8834 | 0.7488 True
7742 | 7742 | 0.6291 True
--------------------------------------------------------------------------------
[25/3000] Train loss: 0.00101, Valid loss: 0.00206, Elapsed_time: 8.36119
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8461 | 8461 | 0.9937 True
6914 | 6914 | 0.9915 True
--------------------------------------------------------------------------------
[30/3000] Train loss: 0.00108, Valid loss: 0.00166, Elapsed_time: 9.64624
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2239 | 2239 | 0.6709 True
3574 | 3574 | 0.9951 True
--------------------------------------------------------------------------------
[35/3000] Train loss: 0.07126, Valid loss: 0.02292, Elapsed_time: 11.68424
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4236 | 4236 | 0.9946 True
8770 | 8770 | 0.9829 True
--------------------------------------------------------------------------------
[40/3000] Train loss: 0.06139, Valid loss: 0.13357, Elapsed_time: 13.03676
Current_accuracy : 87.000, Current_norm_ED : 0.9675
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8290 | 8290 | 0.5359 True
5427 | 5427 | 0.9726 True
--------------------------------------------------------------------------------
[45/3000] Train loss: 0.16072, Valid loss: 0.15473, Elapsed_time: 14.31064
Current_accuracy : 84.000, Current_norm_ED : 0.9600
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7295 | 7294 | 0.3234 False
8575 | 8575 | 0.9668 True
--------------------------------------------------------------------------------
[50/3000] Train loss: 0.05503, Valid loss: 0.94489, Elapsed_time: 15.59460
Current_accuracy : 58.000, Current_norm_ED : 0.8740
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4783 | 4783 | 0.9870 True
9589 | 9589 | 0.3570 True
--------------------------------------------------------------------------------
[55/3000] Train loss: 0.06731, Valid loss: 0.06627, Elapsed_time: 16.90181
Current_accuracy : 93.500, Current_norm_ED : 0.9810
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1407 | 1407 | 0.9616 True
0228 | 0228 | 0.9854 True
--------------------------------------------------------------------------------
[60/3000] Train loss: 0.24815, Valid loss: 0.04797, Elapsed_time: 18.18259
Current_accuracy : 94.000, Current_norm_ED : 0.9840
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0155 | 015 | 0.3954 False
6964 | 6964 | 0.9780 True
--------------------------------------------------------------------------------
[65/3000] Train loss: 0.06156, Valid loss: 0.27278, Elapsed_time: 19.79169
Current_accuracy : 83.500, Current_norm_ED : 0.9575
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9512 | 9512 | 0.5333 True
0567 | 0567 | 0.9222 True
--------------------------------------------------------------------------------
[70/3000] Train loss: 0.07313, Valid loss: 0.06340, Elapsed_time: 21.14289
Current_accuracy : 91.000, Current_norm_ED : 0.9775
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0469 | 0469 | 0.9922 True
1407 | 1407 | 0.9052 True
--------------------------------------------------------------------------------
[75/3000] Train loss: 0.03375, Valid loss: 0.03446, Elapsed_time: 22.43782
Current_accuracy : 94.000, Current_norm_ED : 0.9850
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8488 | 848 | 0.7396 False
9571 | 9571 | 0.9476 True
--------------------------------------------------------------------------------
[80/3000] Train loss: 0.01197, Valid loss: 0.00984, Elapsed_time: 23.75047
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9335 | 9335 | 0.9966 True
5165 | 5165 | 0.9976 True
--------------------------------------------------------------------------------
[85/3000] Train loss: 0.00424, Valid loss: 0.00694, Elapsed_time: 25.05996
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2843 | 2843 | 0.9915 True
0340 | 0340 | 0.9880 True
--------------------------------------------------------------------------------
[90/3000] Train loss: 0.00600, Valid loss: 0.00366, Elapsed_time: 26.33258
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1383 | 1383 | 0.9923 True
3506 | 3506 | 0.9935 True
--------------------------------------------------------------------------------
[95/3000] Train loss: 0.00217, Valid loss: 0.00285, Elapsed_time: 28.25701
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9267 | 9267 | 0.9942 True
7810 | 7810 | 0.9865 True
--------------------------------------------------------------------------------
[100/3000] Train loss: 0.00188, Valid loss: 0.00334, Elapsed_time: 29.85295
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3506 | 3506 | 0.9948 True
1383 | 1383 | 0.9937 True
--------------------------------------------------------------------------------
[105/3000] Train loss: 0.00161, Valid loss: 0.00278, Elapsed_time: 31.15420
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6910 | 6910 | 0.9881 True
1730 | 1730 | 0.9924 True
--------------------------------------------------------------------------------
[110/3000] Train loss: 0.00152, Valid loss: 0.00257, Elapsed_time: 32.46342
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7028 | 7028 | 0.9969 True
9589 | 9589 | 0.9829 True
--------------------------------------------------------------------------------
[115/3000] Train loss: 0.00139, Valid loss: 0.00230, Elapsed_time: 33.74879
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.6895 True
9267 | 9267 | 0.9941 True
--------------------------------------------------------------------------------
[120/3000] Train loss: 0.00137, Valid loss: 0.00240, Elapsed_time: 35.03426
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8967 | 8967 | 0.9952 True
1873 | 1873 | 0.9961 True
--------------------------------------------------------------------------------
[125/3000] Train loss: 0.00114, Valid loss: 0.00210, Elapsed_time: 36.30436
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0713 | 0713 | 0.9952 True
0975 | 0975 | 0.9950 True
--------------------------------------------------------------------------------
[130/3000] Train loss: 0.00114, Valid loss: 0.00192, Elapsed_time: 37.88743
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3258 | 3258 | 0.9955 True
4459 | 4459 | 0.6283 True
--------------------------------------------------------------------------------
[135/3000] Train loss: 0.00113, Valid loss: 0.00188, Elapsed_time: 39.15843
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0155 | 0155 | 0.8621 True
9335 | 9335 | 0.9981 True
--------------------------------------------------------------------------------
[140/3000] Train loss: 0.00097, Valid loss: 0.00173, Elapsed_time: 40.53382
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3574 | 3574 | 0.9949 True
9163 | 9163 | 0.9977 True
--------------------------------------------------------------------------------
[145/3000] Train loss: 0.00108, Valid loss: 0.00160, Elapsed_time: 41.95089
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7209 | 7209 | 0.9943 True
0056 | 0056 | 0.5025 True
--------------------------------------------------------------------------------
[150/3000] Train loss: 0.00093, Valid loss: 0.00160, Elapsed_time: 43.31102
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4769 | 4769 | 0.9939 True
8834 | 8834 | 0.7293 True
--------------------------------------------------------------------------------
[155/3000] Train loss: 0.00125, Valid loss: 0.00156, Elapsed_time: 44.76757
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1140 | 1140 | 0.6528 True
0702 | 0702 | 0.9961 True
--------------------------------------------------------------------------------
[160/3000] Train loss: 0.00087, Valid loss: 0.00152, Elapsed_time: 46.42614
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3574 | 3574 | 0.9964 True
7764 | 7764 | 0.5745 True
--------------------------------------------------------------------------------
[165/3000] Train loss: 0.00109, Valid loss: 0.00124, Elapsed_time: 47.78533
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3560 | 3560 | 0.9976 True
3450 | 3450 | 0.9981 True
--------------------------------------------------------------------------------
[170/3000] Train loss: 0.00081, Valid loss: 0.00128, Elapsed_time: 49.06187
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3560 | 3560 | 0.9977 True
0702 | 0702 | 0.9962 True
--------------------------------------------------------------------------------
[175/3000] Train loss: 0.00075, Valid loss: 0.00118, Elapsed_time: 50.34752
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8405 | 8405 | 0.9939 True
2768 | 2768 | 0.9897 True
--------------------------------------------------------------------------------
[180/3000] Train loss: 0.00080, Valid loss: 0.00112, Elapsed_time: 51.64240
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5468 | 5468 | 0.9970 True
7209 | 7209 | 0.9949 True
--------------------------------------------------------------------------------
[185/3000] Train loss: 0.00058, Valid loss: 0.00125, Elapsed_time: 52.91240
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9033 | 9033 | 0.4981 True
0907 | 0907 | 0.9925 True
--------------------------------------------------------------------------------
[190/3000] Train loss: 0.00075, Valid loss: 0.00105, Elapsed_time: 54.16276
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1372 | 1372 | 0.9956 True
7453 | 7453 | 0.9962 True
--------------------------------------------------------------------------------
[195/3000] Train loss: 0.00058, Valid loss: 0.00118, Elapsed_time: 55.76863
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8744 | 8744 | 0.7097 True
2737 | 2737 | 0.9938 True
--------------------------------------------------------------------------------
[200/3000] Train loss: 0.00061, Valid loss: 0.00104, Elapsed_time: 57.07057
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3409 | 3409 | 0.9961 True
0816 | 0816 | 0.9945 True
--------------------------------------------------------------------------------
[205/3000] Train loss: 0.00056, Valid loss: 0.00100, Elapsed_time: 58.39015
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4923 | 4923 | 0.9964 True
6852 | 6852 | 0.9970 True
--------------------------------------------------------------------------------
[210/3000] Train loss: 0.00071, Valid loss: 0.00096, Elapsed_time: 59.68443
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3258 | 3258 | 0.9977 True
6910 | 6910 | 0.9956 True
--------------------------------------------------------------------------------
[215/3000] Train loss: 0.00056, Valid loss: 0.00087, Elapsed_time: 61.69734
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4301 | 4301 | 0.9988 True
5239 | 5239 | 0.9988 True
--------------------------------------------------------------------------------
[220/3000] Train loss: 0.00055, Valid loss: 0.00085, Elapsed_time: 63.03337
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9033 | 9033 | 0.5168 True
0056 | 0056 | 0.5918 True
--------------------------------------------------------------------------------
[225/3000] Train loss: 0.00056, Valid loss: 0.00082, Elapsed_time: 64.68356
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6574 | 6574 | 0.9954 True
6787 | 6787 | 0.9953 True
--------------------------------------------------------------------------------
[230/3000] Train loss: 0.00052, Valid loss: 0.00088, Elapsed_time: 66.06985
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8770 | 8770 | 0.9942 True
8872 | 8872 | 0.7494 True
--------------------------------------------------------------------------------
[235/3000] Train loss: 0.00052, Valid loss: 0.00078, Elapsed_time: 67.41553
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9139 | 9139 | 0.9992 True
1982 | 1982 | 0.9945 True
--------------------------------------------------------------------------------
[240/3000] Train loss: 0.00049, Valid loss: 0.00078, Elapsed_time: 68.72277
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3032 | 3032 | 0.9958 True
4236 | 4236 | 0.9940 True
--------------------------------------------------------------------------------
[245/3000] Train loss: 0.00043, Valid loss: 0.00071, Elapsed_time: 70.03284
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7014 | 7014 | 0.9946 True
8096 | 8096 | 0.9971 True
--------------------------------------------------------------------------------
[250/3000] Train loss: 0.00044, Valid loss: 0.00072, Elapsed_time: 71.32946
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
8794 | 8794 | 0.9985 True
7764 | 7764 | 0.4822 True
--------------------------------------------------------------------------------
[255/3000] Train loss: 0.00045, Valid loss: 0.00070, Elapsed_time: 72.63576
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6964 | 6964 | 0.9982 True
5468 | 5468 | 0.9980 True
--------------------------------------------------------------------------------
[260/3000] Train loss: 0.00045, Valid loss: 0.00076, Elapsed_time: 74.33322
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.9962 True
7453 | 7453 | 0.9974 True
--------------------------------------------------------------------------------
[265/3000] Train loss: 0.00045, Valid loss: 0.00066, Elapsed_time: 75.67950
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7803 | 7803 | 0.9987 True
3361 | 3361 | 0.7184 True
--------------------------------------------------------------------------------
[270/3000] Train loss: 0.00039, Valid loss: 0.00070, Elapsed_time: 77.00066
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2017 | 2017 | 0.9952 True
7764 | 7764 | 0.4844 True
--------------------------------------------------------------------------------
[275/3000] Train loss: 0.00042, Valid loss: 0.00063, Elapsed_time: 78.28083
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
5627 | 5627 | 0.9974 True
4952 | 4952 | 0.9987 True
--------------------------------------------------------------------------------
[280/3000] Train loss: 0.00041, Valid loss: 0.00070, Elapsed_time: 79.54747
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7875 | 7875 | 0.9976 True
3297 | 3297 | 0.9941 True
--------------------------------------------------------------------------------
[285/3000] Train loss: 0.00040, Valid loss: 0.00062, Elapsed_time: 80.81100
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0663 | 0663 | 0.9982 True
5944 | 5944 | 0.9402 True
--------------------------------------------------------------------------------
[290/3000] Train loss: 0.00039, Valid loss: 0.00061, Elapsed_time: 82.44277
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7764 | 7764 | 0.6676 True
1140 | 1140 | 0.9362 True
--------------------------------------------------------------------------------
[295/3000] Train loss: 0.00035, Valid loss: 0.00062, Elapsed_time: 83.76196
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7695 | 7695 | 0.9868 True
1572 | 1572 | 0.9983 True
--------------------------------------------------------------------------------
[300/3000] Train loss: 0.00044, Valid loss: 0.00062, Elapsed_time: 85.11421
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9442 | 9442 | 0.9974 True
1516 | 1516 | 0.9898 True
--------------------------------------------------------------------------------
[305/3000] Train loss: 0.00038, Valid loss: 0.00059, Elapsed_time: 86.44283
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1730 | 1730 | 0.9978 True
3409 | 3409 | 0.9977 True
--------------------------------------------------------------------------------
[310/3000] Train loss: 0.00036, Valid loss: 0.00068, Elapsed_time: 87.72479
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9046 | 9046 | 0.9974 True
7188 | 7188 | 0.4350 True
--------------------------------------------------------------------------------
[315/3000] Train loss: 0.00031, Valid loss: 0.00054, Elapsed_time: 89.01373
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.9975 True
3937 | 3937 | 0.9989 True
--------------------------------------------------------------------------------
[320/3000] Train loss: 0.00035, Valid loss: 0.00054, Elapsed_time: 90.66874
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0298 | 0298 | 0.9941 True
9281 | 9281 | 0.9928 True
--------------------------------------------------------------------------------
[325/3000] Train loss: 0.00030, Valid loss: 0.00054, Elapsed_time: 91.94772
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9267 | 9267 | 0.9980 True
0816 | 0816 | 0.9977 True
--------------------------------------------------------------------------------
[330/3000] Train loss: 0.00063, Valid loss: 0.00687, Elapsed_time: 93.28919
Current_accuracy : 99.000, Current_norm_ED : 0.9975
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3361 | 3361 | 0.7152 True
9046 | 9046 | 0.9966 True
--------------------------------------------------------------------------------
[335/3000] Train loss: 0.00031, Valid loss: 0.00176, Elapsed_time: 95.24201
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2831 | 2831 | 0.9991 True
1372 | 1372 | 0.9978 True
--------------------------------------------------------------------------------
[340/3000] Train loss: 0.00943, Valid loss: 0.00178, Elapsed_time: 96.53250
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9589 | 9589 | 0.9936 True
3297 | 3297 | 0.9935 True
--------------------------------------------------------------------------------
[345/3000] Train loss: 0.00524, Valid loss: 0.01931, Elapsed_time: 97.85127
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2164 | 2164 | 0.7066 True
7010 | 7010 | 0.9982 True
--------------------------------------------------------------------------------
[350/3000] Train loss: 0.01660, Valid loss: 0.00459, Elapsed_time: 99.16311
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0627 | 0627 | 0.9978 True
8575 | 8575 | 0.9979 True
--------------------------------------------------------------------------------
[10/3000] Train loss: 0.03117, Valid loss: 0.07155, Elapsed_time: 2.73166
Current_accuracy : 91.000, Current_norm_ED : 0.9753
Best_accuracy : 91.000, Best_norm_ED : 0.9753
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2134 | 2134 | 0.9954 True
7682 | 7682 | 0.9872 True
--------------------------------------------------------------------------------
[20/3000] Train loss: 0.06101, Valid loss: 0.15744, Elapsed_time: 6.11570
Current_accuracy : 86.000, Current_norm_ED : 0.9628
Best_accuracy : 91.000, Best_norm_ED : 0.9753
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2017 | 2017 | 0.9763 True
8872 | 68872 | 0.6431 False
--------------------------------------------------------------------------------
[30/3000] Train loss: 0.03713, Valid loss: 0.35908, Elapsed_time: 7.71114
Current_accuracy : 71.500, Current_norm_ED : 0.9203
Best_accuracy : 91.000, Best_norm_ED : 0.9753
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
2665 | 2865 | 0.9369 False
3638 | 3638 | 0.9864 True
--------------------------------------------------------------------------------
[40/3000] Train loss: 0.12717, Valid loss: 0.02260, Elapsed_time: 9.93826
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 98.000, Best_norm_ED : 0.9950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
4638 | 4638 | 0.9934 True
8967 | 8967 | 0.9464 True
--------------------------------------------------------------------------------
[50/3000] Train loss: 0.03236, Valid loss: 0.20554, Elapsed_time: 12.25818
Current_accuracy : 86.000, Current_norm_ED : 0.9633
Best_accuracy : 98.000, Best_norm_ED : 0.9950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7682 | 7682 | 0.9656 True
1572 | 1572 | 0.9918 True
--------------------------------------------------------------------------------
[60/3000] Train loss: 0.02453, Valid loss: 0.03032, Elapsed_time: 13.83270
Current_accuracy : 96.000, Current_norm_ED : 0.9903
Best_accuracy : 98.000, Best_norm_ED : 0.9950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
1960 | 1960 | 0.9947 True
0567 | 0567 | 0.9817 True
--------------------------------------------------------------------------------
[70/3000] Train loss: 0.01347, Valid loss: 0.01210, Elapsed_time: 15.71673
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 98.000, Best_norm_ED : 0.9950
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
6919 | 6919 | 0.9900 True
0663 | 0663 | 0.9962 True
--------------------------------------------------------------------------------
[80/3000] Train loss: 0.00391, Valid loss: 0.00583, Elapsed_time: 17.26573
Current_accuracy : 99.500, Current_norm_ED : 0.9988
Best_accuracy : 99.500, Best_norm_ED : 0.9988
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0816 | 0816 | 0.9932 True
3032 | 3032 | 0.9690 True
--------------------------------------------------------------------------------
[90/3000] Train loss: 0.00166, Valid loss: 0.00290, Elapsed_time: 19.50418
Current_accuracy : 100.000, Current_norm_ED : 1.0000
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
3638 | 3638 | 0.9974 True
2433 | 2433 | 0.4908 True
--------------------------------------------------------------------------------
[100/3000] Train loss: 0.13232, Valid loss: 0.03657, Elapsed_time: 22.03379
Current_accuracy : 98.000, Current_norm_ED : 0.9950
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
7695 | 7695 | 0.7722 True
0944 | 0944 | 0.8006 True
--------------------------------------------------------------------------------
[110/3000] Train loss: 0.01464, Valid loss: 0.04414, Elapsed_time: 23.64093
Current_accuracy : 97.500, Current_norm_ED : 0.9938
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
9700 | 9700 | 0.7042 True
8744 | 8744 | 0.8095 True
--------------------------------------------------------------------------------
[120/3000] Train loss: 0.03909, Valid loss: 0.03534, Elapsed_time: 25.22982
Current_accuracy : 97.000, Current_norm_ED : 0.9925
Best_accuracy : 100.000, Best_norm_ED : 1.0000
--------------------------------------------------------------------------------
Ground Truth | Prediction | Confidence Score & T/F
--------------------------------------------------------------------------------
0155 | 0155 | 0.7246 True
7667 | 7667 | 0.9870 True
--------------------------------------------------------------------------------
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