[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 --------------------------------------------------------------------------------