[5000/500000] Train loss: 0.05619, Valid loss: 0.73558, Elapsed_time: 390.58213 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.5633 True ٦٥١٨٤٩: | ٦٥١٨٤٩ | 0.4544 False -------------------------------------------------------------------------------- [10000/500000] Train loss: 0.01703, Valid loss: 0.79555, Elapsed_time: 780.88005 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢١٤٣١٧ | ٢١٤٣١٧ | 0.9986 True ٣٣٧٤٠٤ | ٣٣٧٤٠٤ | 0.6287 True -------------------------------------------------------------------------------- [15000/500000] Train loss: 0.00828, Valid loss: 0.85362, Elapsed_time: 1171.67582 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٩٢٦٩١ | ١٩٢٦٩١ | 0.5993 True ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.7856 True -------------------------------------------------------------------------------- [20000/500000] Train loss: 0.00645, Valid loss: 0.78574, Elapsed_time: 1561.56944 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.3111 True ١٢٢٩٩٩ | ١٢٢٩٩٩ | 0.9723 True -------------------------------------------------------------------------------- [25000/500000] Train loss: 0.00987, Valid loss: 0.76741, Elapsed_time: 1951.46827 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٣٧٤٠٤ | ٣٣٧٤٠٤ | 0.9892 True ٣٨١٥١٧ | ٣٨١٥١٧ | 0.8701 True -------------------------------------------------------------------------------- [30000/500000] Train loss: 0.00792, Valid loss: 0.85620, Elapsed_time: 2341.90729 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.8712 True ٩٥٢٧٦٨: | ٩٥٢٧٦٨ | 0.6519 False -------------------------------------------------------------------------------- [35000/500000] Train loss: 0.00390, Valid loss: 0.83672, Elapsed_time: 2733.33255 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.8910 True ٢١٤٣١٧ | ٢١٤٣١٧ | 0.8698 True -------------------------------------------------------------------------------- [40000/500000] Train loss: 0.00564, Valid loss: 0.90354, Elapsed_time: 3125.20044 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٩٥٢٧٦٨: | ٩٥٢٧٦٨ | 0.5577 False ٢٨٥٧٧٨ | ٢٨٥٧٧٨ | 0.3848 True -------------------------------------------------------------------------------- [45000/500000] Train loss: 0.00789, Valid loss: 1.02178, Elapsed_time: 3514.76624 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٨٣٠٥٥ | ٣٨٣٠٥٥ | 0.5839 True ٣١٢٢٢٨: | ٣١٢٢٢٨ | 0.7569 False -------------------------------------------------------------------------------- [50000/500000] Train loss: 0.00721, Valid loss: 1.08965, Elapsed_time: 3904.57331 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٦١٢٣٧ | ٢٦١٢٣٧ | 0.8097 True ٦٥١٨٤٩: | ٦٥١٨٤٩ | 0.4704 False -------------------------------------------------------------------------------- [55000/500000] Train loss: 0.00704, Valid loss: 1.18317, Elapsed_time: 4296.35992 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٦١٢٣٧ | ٢٦١٢٣٧ | 0.4088 True ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.9424 True -------------------------------------------------------------------------------- [60000/500000] Train loss: 0.00534, Valid loss: 1.22671, Elapsed_time: 4687.62747 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٤٦٥٠٨: | ١٤٦٥٠٨ | 0.7194 False ٣١٢٢٢٨: | ٣١٢٢٢٨ | 0.9713 False -------------------------------------------------------------------------------- [65000/500000] Train loss: 0.00763, Valid loss: 1.16801, Elapsed_time: 5077.85767 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٣٩٠٦٧ | ١٣٩٠٦٧ | 0.6673 True ٣٣٧٤٠٤ | ٣٣٧٤٠٤ | 0.2889 True -------------------------------------------------------------------------------- [70000/500000] Train loss: 0.00682, Valid loss: 1.05182, Elapsed_time: 5466.63562 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٨١٥١٧ | ٣٨١٥١٧ | 0.8641 True ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.7133 True -------------------------------------------------------------------------------- [75000/500000] Train loss: 0.00465, Valid loss: 1.14913, Elapsed_time: 5858.10403 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٤٣٩٣٠٠ | ٤٣٩٣٠٠ | 0.3363 True ٦٥١٢٥٥ | ٦٥١٢٥٥ | 0.8620 True -------------------------------------------------------------------------------- [80000/500000] Train loss: 0.00308, Valid loss: 1.05432, Elapsed_time: 6248.00404 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٤٠٨١٦٥ | ٤٠٨١٦٥ | 0.9571 True ٢١٤٣١٧ | ٢١٤٣١٧ | 0.5803 True -------------------------------------------------------------------------------- [85000/500000] Train loss: 0.00321, Valid loss: 1.13499, Elapsed_time: 6637.17594 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢١٤٣١٧ | ٢١٤٣١٧ | 0.7192 True ٠٧٥٨٩٠ | ٧٥٨٩٠ | 0.9884 False -------------------------------------------------------------------------------- [90000/500000] Train loss: 0.00566, Valid loss: 1.18840, Elapsed_time: 7026.60143 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٩٢٦٩١ | ١٩٢٦٩١ | 0.9944 True ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.7857 True -------------------------------------------------------------------------------- [95000/500000] Train loss: 0.00705, Valid loss: 1.28484, Elapsed_time: 7417.41208 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.8813 True ٣١٢٢٢٨: | ٣١٢٢٢٨ | 0.3959 False -------------------------------------------------------------------------------- [100000/500000] Train loss: 0.00764, Valid loss: 0.96809, Elapsed_time: 7807.02936 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣١٢٢٢٨: | ٣١٢٢٢٨ | 0.5536 False ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.5589 True -------------------------------------------------------------------------------- [105000/500000] Train loss: 0.00078, Valid loss: 1.01215, Elapsed_time: 8199.91751 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٨٣٠٥٥ | ٣٨٣٠٥٥ | 0.9903 True ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.9572 True -------------------------------------------------------------------------------- [110000/500000] Train loss: 0.00560, Valid loss: 1.18993, Elapsed_time: 8590.17002 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٦٥١٢٥٥ | ٦٥١٢٥٥ | 0.5231 True ١٩٢٦٩١ | ١٩٢٦٩١ | 0.8524 True -------------------------------------------------------------------------------- [115000/500000] Train loss: 0.00727, Valid loss: 1.11301, Elapsed_time: 8980.96584 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.9917 True ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.4784 True -------------------------------------------------------------------------------- [120000/500000] Train loss: 0.00850, Valid loss: 1.28424, Elapsed_time: 9370.60042 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٠٧٥٨٩٠ | ٧٥٨٩٠ | 0.4190 False ٣٣٥٨٩٠ | ٣٣٥٨٩٠ | 0.6050 True -------------------------------------------------------------------------------- [125000/500000] Train loss: 0.00567, Valid loss: 1.00074, Elapsed_time: 9759.51969 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٤٣٩٣٠٠ | ٤٣٩٣٠٠ | 0.9974 True ٠٧٥٨٩٠ | ٧٥٨٩٠ | 0.9256 False -------------------------------------------------------------------------------- [130000/500000] Train loss: 0.00083, Valid loss: 1.27352, Elapsed_time: 10149.10264 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٦١٢٣٧ | ٢٦١٢٣٧ | 0.9996 True ٤٠٨١٦٥ | ٤٠٨١٦٥ | 0.9688 True -------------------------------------------------------------------------------- [135000/500000] Train loss: 0.01025, Valid loss: 1.32986, Elapsed_time: 10539.38978 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٣٩٠٦٧ | ١٣٩٠٦٧ | 0.4150 True ٤٣٩٣٠٠ | ٤٣٩٣٠٠ | 0.7766 True -------------------------------------------------------------------------------- [140000/500000] Train loss: 0.00325, Valid loss: 1.42493, Elapsed_time: 10930.42794 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٦٥١٨٤٩: | ٦٥١٨٤٩ | 0.5154 False ٦٥١٢٥٥ | ٦٥١٢٥٥ | 0.2795 True -------------------------------------------------------------------------------- [145000/500000] Train loss: 0.00749, Valid loss: 1.31873, Elapsed_time: 11320.06175 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٤٠٨١٦٥ | ٤٠٨١٦٥ | 0.9963 True ٢٨٥٧٧٨ | ٢٨٥٧٧٨ | 0.9377 True -------------------------------------------------------------------------------- [150000/500000] Train loss: 0.00871, Valid loss: 1.25876, Elapsed_time: 11709.44213 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٣٤٨٨٤ | ٣٣٤٨٨٤ | 0.5610 True ٢٦١٢٣٧ | ٢٦١٢٣٧ | 0.9883 True -------------------------------------------------------------------------------- [155000/500000] Train loss: 0.00453, Valid loss: 1.47392, Elapsed_time: 12100.26077 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٦٥١٢٥٥ | ٦٥١٢٥٥ | 0.9756 True ٢٦٦٧٧١ | ٢٦٦٧٧١ | 0.8779 True -------------------------------------------------------------------------------- [160000/500000] Train loss: 0.00596, Valid loss: 1.60465, Elapsed_time: 12490.90091 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٩٦٠٥٧ | ٢٩٦٠٥٧ | 0.9990 True ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.6199 True -------------------------------------------------------------------------------- [165000/500000] Train loss: 0.00295, Valid loss: 1.39844, Elapsed_time: 12881.77571 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٩٢٦٩١ | ١٩٢٦٩١ | 0.6565 True ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.9049 True -------------------------------------------------------------------------------- [170000/500000] Train loss: 0.00646, Valid loss: 1.30731, Elapsed_time: 13271.81898 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٢٢٩٩٩ | ١٢٢٩٩٩ | 0.9997 True ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.9943 True -------------------------------------------------------------------------------- [175000/500000] Train loss: 0.00001, Valid loss: 1.31468, Elapsed_time: 13661.93167 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.9997 True ١٢٢٩٩٩ | ١٢٢٩٩٩ | 0.8612 True -------------------------------------------------------------------------------- [180000/500000] Train loss: 0.00678, Valid loss: 1.36797, Elapsed_time: 14051.66763 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٣٥٨٩٠ | ٣٣٥٨٩٠ | 0.7840 True ٩٥٢٧٦٨: | ٩٥٢٧٦٨ | 0.9251 False -------------------------------------------------------------------------------- [185000/500000] Train loss: 0.00597, Valid loss: 1.23570, Elapsed_time: 14442.29119 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.8413 True ٢٩٦٠٥٧ | ٢٩٦٠٥٧ | 0.4177 True -------------------------------------------------------------------------------- [190000/500000] Train loss: 0.00468, Valid loss: 1.17692, Elapsed_time: 14831.47499 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٤٦٥٠٨: | ١٤٦٥٠٨ | 0.3862 False ٦٥١٨٤٩: | ٦٥١٨٤٩ | 0.8136 False -------------------------------------------------------------------------------- [195000/500000] Train loss: 0.00563, Valid loss: 1.35145, Elapsed_time: 15221.72089 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.9885 True ٣١٢٢٢٨: | ٣١٢٢٢٨ | 0.9767 False -------------------------------------------------------------------------------- [200000/500000] Train loss: 0.00433, Valid loss: 1.69843, Elapsed_time: 15611.58859 Current_accuracy : 76.000, Current_norm_ED : 0.9648 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٤٠٨١٦٥ | ٤٠٨١٦٥ | 0.9987 True ٢٩٦٠٥٧ | ٢٩٦٠٥٧ | 0.8396 True -------------------------------------------------------------------------------- [205000/500000] Train loss: 0.00560, Valid loss: 1.40786, Elapsed_time: 16001.79539 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.9999 True ١٤٦٥٠٨: | ١٤٦٥٠٨ | 0.4406 False -------------------------------------------------------------------------------- [210000/500000] Train loss: 0.00446, Valid loss: 1.58974, Elapsed_time: 16393.84373 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٣٤٨٨٤ | ٣٣٤٨٨٤ | 0.9895 True ١٩٢٦٩١ | ١٩٢٦٩١ | 0.9956 True -------------------------------------------------------------------------------- [215000/500000] Train loss: 0.00716, Valid loss: 1.84061, Elapsed_time: 16783.55525 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٩٢٦٩١ | ١٩٢٦٩١ | 0.9001 True ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.5751 True -------------------------------------------------------------------------------- [220000/500000] Train loss: 0.00493, Valid loss: 1.82297, Elapsed_time: 17173.68745 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٣٧٤٠٤ | ٣٣٧٤٠٤ | 0.9951 True ٢٠٢٦٥٥ | ٢٠٢٦٥٥ | 0.4073 True -------------------------------------------------------------------------------- [225000/500000] Train loss: 0.00600, Valid loss: 1.43300, Elapsed_time: 17564.59057 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٣٧٤٠٤ | ٣٣٧٤٠٤ | 0.6992 True ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.9253 True -------------------------------------------------------------------------------- [230000/500000] Train loss: 0.00486, Valid loss: 1.47857, Elapsed_time: 17954.86033 Current_accuracy : 80.000, Current_norm_ED : 0.9648 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٢٢٩٩٩ | ١٢٢٩٩٩ | 0.9240 True ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.9201 True -------------------------------------------------------------------------------- [235000/500000] Train loss: 0.00836, Valid loss: 1.79352, Elapsed_time: 18344.61279 Current_accuracy : 80.000, Current_norm_ED : 0.9648 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٨١٥١٧ | ٣٨١٥١٧ | 0.3798 True ٤٠٨١٦٥ | ٤٠٨١٦٥ | 0.9946 True -------------------------------------------------------------------------------- [240000/500000] Train loss: 0.01174, Valid loss: 1.44478, Elapsed_time: 18734.80270 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٢٢٩٩٩ | ١٢٢٩٩٩ | 0.5290 True ٦٥١٢٥٥ | ٦٥١٢٥٥ | 0.9580 True -------------------------------------------------------------------------------- [245000/500000] Train loss: 0.00607, Valid loss: 1.60185, Elapsed_time: 19125.27005 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٠٧٥٨٩٠ | ٧٥٨٩٠ | 0.9997 False ١٤٦٥٠٨: | ١٤٦٥٠٨ | 0.5349 False -------------------------------------------------------------------------------- [250000/500000] Train loss: 0.00367, Valid loss: 1.85373, Elapsed_time: 19515.81821 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٢٢٩٩٩ | ١٢٢٩٩٩ | 0.9998 True ٠٧٥٨٩٠ | ٧٥٨٩٠ | 0.8556 False -------------------------------------------------------------------------------- [255000/500000] Train loss: 0.00500, Valid loss: 1.64714, Elapsed_time: 19906.13582 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٨١٥١٧ | ٣٨١٥١٧ | 0.8106 True ٦٥١٢٥٥ | ٦٥١٢٥٥ | 0.5550 True -------------------------------------------------------------------------------- [260000/500000] Train loss: 0.00475, Valid loss: 1.60063, Elapsed_time: 20296.74824 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٨١٥١٧ | ٣٨١٥١٧ | 0.9917 True ٣١٢٢٢٨: | ٣١٢٢٢٨ | 0.3649 False -------------------------------------------------------------------------------- [265000/500000] Train loss: 0.00633, Valid loss: 1.21359, Elapsed_time: 20687.03858 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٣٠٥٠٧١ | ٣٠٥٠٧١ | 0.9811 True ٤٠٨١٦٥ | ٤٠٨١٦٥ | 0.9071 True -------------------------------------------------------------------------------- [270000/500000] Train loss: 0.00707, Valid loss: 1.48026, Elapsed_time: 21077.88748 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢١٤٣١٧ | ٢١٤٣١٧ | 0.5088 True ١٣٩٠٦٧ | ١٣٩٠٦٧ | 0.8188 True -------------------------------------------------------------------------------- [275000/500000] Train loss: 0.00483, Valid loss: 2.03519, Elapsed_time: 21467.47353 Current_accuracy : 76.000, Current_norm_ED : 0.9648 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٦١٢٣٧ | ٢٦١٢٧٣٧ | 0.9185 False ٤٠٨١٦٥ | ٤٠٨١٦٥ | 0.9871 True -------------------------------------------------------------------------------- [280000/500000] Train loss: 0.00785, Valid loss: 1.58942, Elapsed_time: 21857.68668 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٨٠٧٩٢ | ٢٨٠٧٩٢ | 0.8167 True ٢٦٦٧٧١ | ٢٦٦٧٧١ | 0.9412 True -------------------------------------------------------------------------------- [285000/500000] Train loss: 0.01131, Valid loss: 1.68476, Elapsed_time: 22248.14031 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٢٦٦٧٧١ | ٢٦٦٧٧١ | 0.9925 True ٣١٢٢٢٨: | ٣١٢٢٢٨ | 0.5902 False -------------------------------------------------------------------------------- [290000/500000] Train loss: 0.00775, Valid loss: 1.50333, Elapsed_time: 22638.56518 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٤٣٩٣٠٠ | ٤٣٩٣٠٠ | 0.9974 True ١١٧٦٤٥ | ١١٧٦٤٥ | 0.4550 True -------------------------------------------------------------------------------- [295000/500000] Train loss: 0.00691, Valid loss: 1.91589, Elapsed_time: 23027.55529 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ٦٥١٨٤٩: | ٦٥١٨٤٩ | 0.8951 False ١٣٩٠٦٧ | ١٣٩٠٦٧ | 0.7277 True -------------------------------------------------------------------------------- [300000/500000] Train loss: 0.00708, Valid loss: 1.82134, Elapsed_time: 23418.27817 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٩٢٦٩١ | ١٩٢٦٩١ | 0.9998 True ٣٨١٥١٧ | ٣٨١٥١٧ | 0.7162 True -------------------------------------------------------------------------------- [305000/500000] Train loss: 0.00702, Valid loss: 1.63444, Elapsed_time: 23808.73124 Current_accuracy : 80.000, Current_norm_ED : 0.9705 Best_accuracy : 80.000, Best_norm_ED : 0.9705 -------------------------------------------------------------------------------- Ground Truth | Prediction | Confidence Score & T/F -------------------------------------------------------------------------------- ١٩٢٦٩١ | ١٩٢٦٩١ | 0.9998 True ٢٦١٢٣٧ | ٢٦١٢٣٧ | 0.6721 True --------------------------------------------------------------------------------