diff --git "a/EasyOCR_model/log_train.txt" "b/EasyOCR_model/log_train.txt" new file mode 100644--- /dev/null +++ "b/EasyOCR_model/log_train.txt" @@ -0,0 +1,1377 @@ +[200/30000] Train loss: 0.16190, Valid loss: 0.06308, Elapsed_time: 86.57660 +Current_accuracy : 88.436, Current_norm_ED : 0.9838 +Best_accuracy : 88.436, Best_norm_ED : 0.9838 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +304 | 304 | 0.9943 True +ПЯТЕРКА ЛУЧШИХ | ПЯТЕРКА ЛУЧШИХ | 0.9382 True +-------------------------------------------------------------------------------- +[400/30000] Train loss: 0.04099, Valid loss: 0.05372, Elapsed_time: 204.70154 +Current_accuracy : 94.744, Current_norm_ED : 0.9914 +Best_accuracy : 94.744, Best_norm_ED : 0.9914 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +WINS | WINS | 0.8931 True +Максимум убийств | Максимум убийств | 0.9326 True +-------------------------------------------------------------------------------- +[600/30000] Train loss: 0.02443, Valid loss: 0.05753, Elapsed_time: 346.00389 +Current_accuracy : 94.612, Current_norm_ED : 0.9913 +Best_accuracy : 94.744, Best_norm_ED : 0.9914 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +DEATHS 294 | DEATHS 294 | 0.9010 True +7 294 | 7 294 | 0.6373 True +-------------------------------------------------------------------------------- +[200/30000] Train loss: 0.13833, Valid loss: 0.05858, Elapsed_time: 86.49541 +Current_accuracy : 91.919, Current_norm_ED : 0.9885 +Best_accuracy : 91.919, Best_norm_ED : 0.9885 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +CAREER | CAREER | 0.9789 True +19.5М | 19.5М | 0.5227 True +-------------------------------------------------------------------------------- +[400/30000] Train loss: 0.03698, Valid loss: 0.05645, Elapsed_time: 199.06058 +Current_accuracy : 93.627, Current_norm_ED : 0.9902 +Best_accuracy : 93.627, Best_norm_ED : 0.9902 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"27,912" | "27,912" | 0.1331 True +14 | 14 | 0.9988 True +-------------------------------------------------------------------------------- +[600/30000] Train loss: 0.02566, Valid loss: 0.05469, Elapsed_time: 333.24181 +Current_accuracy : 94.415, Current_norm_ED : 0.9905 +Best_accuracy : 94.415, Best_norm_ED : 0.9905 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +667 | 667 | 0.9997 True +DEATHS 853 | DEATHS 853 | 0.8437 True +-------------------------------------------------------------------------------- +[800/30000] Train loss: 0.01829, Valid loss: 0.04993, Elapsed_time: 443.76823 +Current_accuracy : 95.007, Current_norm_ED : 0.9917 +Best_accuracy : 95.007, Best_norm_ED : 0.9917 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +TOTAL | TOTAL | 0.8211 True +369 | 369 | 0.9912 True +-------------------------------------------------------------------------------- +[1000/30000] Train loss: 0.01431, Valid loss: 0.05083, Elapsed_time: 577.27138 +Current_accuracy : 94.941, Current_norm_ED : 0.9920 +Best_accuracy : 95.007, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Нокауты | Нокауты | 0.9987 True +НАНЕСЕHО УРОНА | НАНЕСЕНО УРОНА | 0.6962 False +-------------------------------------------------------------------------------- +[1200/30000] Train loss: 0.01205, Valid loss: 0.06070, Elapsed_time: 687.50355 +Current_accuracy : 93.955, Current_norm_ED : 0.9894 +Best_accuracy : 95.007, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +667 | 667 | 0.9994 True +НЕТ ДАННЫХ | HЕT ДАННЫХ | 0.5132 False +-------------------------------------------------------------------------------- +[1400/30000] Train loss: 0.00918, Valid loss: 0.05488, Elapsed_time: 820.92162 +Current_accuracy : 94.415, Current_norm_ED : 0.9914 +Best_accuracy : 95.007, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +109 | 109 | 0.9994 True +Knockdowns | Knockdowns | 0.9992 True +-------------------------------------------------------------------------------- +[1600/30000] Train loss: 0.00881, Valid loss: 0.05448, Elapsed_time: 930.33759 +Current_accuracy : 95.204, Current_norm_ED : 0.9920 +Best_accuracy : 95.204, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Teammates Revived | Teammates Revived | 0.9784 True +Longest Win Streak | Longest Win Streak | 0.8304 True +-------------------------------------------------------------------------------- +[1800/30000] Train loss: 0.00720, Valid loss: 0.05300, Elapsed_time: 1064.57917 +Current_accuracy : 94.875, Current_norm_ED : 0.9914 +Best_accuracy : 95.204, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Максимум убийств | Максимум убийств | 0.4554 True +"У/С 0,77" | "У/С 0,77" | 0.2468 True +-------------------------------------------------------------------------------- +[2000/30000] Train loss: 0.00661, Valid loss: 0.06366, Elapsed_time: 1174.55362 +Current_accuracy : 94.809, Current_norm_ED : 0.9909 +Best_accuracy : 95.204, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +57 | 57 | 1.0000 True +K/DR 3.03 | K/DR 3.03 | 0.2070 True +-------------------------------------------------------------------------------- +[2200/30000] Train loss: 0.00609, Valid loss: 0.05975, Elapsed_time: 1308.30798 +Current_accuracy : 95.335, Current_norm_ED : 0.9918 +Best_accuracy : 95.335, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +CAREER | CAREER | 0.9995 True +2.35k | 2.35k | 0.8390 True +-------------------------------------------------------------------------------- +[2400/30000] Train loss: 0.00582, Valid loss: 0.05777, Elapsed_time: 1418.53464 +Current_accuracy : 95.204, Current_norm_ED : 0.9919 +Best_accuracy : 95.335, Best_norm_ED : 0.9920 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +МАТЧИ | МАТЧИ | 0.9999 True +160 | 160 | 0.9994 True +-------------------------------------------------------------------------------- +[2600/30000] Train loss: 0.00489, Valid loss: 0.06234, Elapsed_time: 1552.99562 +Current_accuracy : 95.204, Current_norm_ED : 0.9921 +Best_accuracy : 95.335, Best_norm_ED : 0.9921 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +31 | 31 | 0.9999 True +Максимум убийств | Максимум убийств | 0.9945 True +-------------------------------------------------------------------------------- +[2800/30000] Train loss: 0.00621, Valid loss: 0.06541, Elapsed_time: 1663.40894 +Current_accuracy : 94.809, Current_norm_ED : 0.9915 +Best_accuracy : 95.335, Best_norm_ED : 0.9921 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Highest Кills | Highest Кills | 0.8393 True +59 | 59 | 1.0000 True +-------------------------------------------------------------------------------- +[3000/30000] Train loss: 0.00455, Valid loss: 0.06726, Elapsed_time: 1798.30428 +Current_accuracy : 95.335, Current_norm_ED : 0.9922 +Best_accuracy : 95.335, Best_norm_ED : 0.9922 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +10 | 10 | 0.9993 True +266 662 | 266 662 | 0.9959 True +-------------------------------------------------------------------------------- +[3200/30000] Train loss: 0.00495, Valid loss: 0.06412, Elapsed_time: 1908.95331 +Current_accuracy : 95.204, Current_norm_ED : 0.9921 +Best_accuracy : 95.335, Best_norm_ED : 0.9922 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +1k | 1k | 0.9977 True +150 | 150 | 0.9998 True +-------------------------------------------------------------------------------- +[3400/30000] Train loss: 0.00405, Valid loss: 0.06602, Elapsed_time: 2043.08600 +Current_accuracy : 95.401, Current_norm_ED : 0.9920 +Best_accuracy : 95.401, Best_norm_ED : 0.9922 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Teammates Respawned | Teammates Respawned | 0.9182 True +Teammates Revived | Teammates Revived | 0.3495 True +-------------------------------------------------------------------------------- +[3600/30000] Train loss: 0.00467, Valid loss: 0.07095, Elapsed_time: 2153.34218 +Current_accuracy : 95.664, Current_norm_ED : 0.9921 +Best_accuracy : 95.664, Best_norm_ED : 0.9922 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"HIGHEST 4,893" | "HIGHEST 4,893" | 0.8360 True +"975,861" | "975,861" | 0.6224 True +-------------------------------------------------------------------------------- +[3800/30000] Train loss: 0.00400, Valid loss: 0.06525, Elapsed_time: 2287.09555 +Current_accuracy : 95.401, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9922 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +919 | 919 | 0.9600 True +"DEATHS 1,085" | "DEATHS 1,085" | 0.4867 True +-------------------------------------------------------------------------------- +[4000/30000] Train loss: 0.00347, Valid loss: 0.06320, Elapsed_time: 2396.55055 +Current_accuracy : 94.875, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9922 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +K/DR 1.36 | K/DR 1.36 | 0.5119 True +CAREER | CAREER | 0.7115 True +-------------------------------------------------------------------------------- +[4200/30000] Train loss: 0.00375, Valid loss: 0.06545, Elapsed_time: 2530.53411 +Current_accuracy : 95.598, Current_norm_ED : 0.9924 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +AVG 333.64 | AVG 333.64 | 0.8774 True +811 | 811 | 0.9763 True +-------------------------------------------------------------------------------- +[4400/30000] Train loss: 0.00393, Valid loss: 0.07005, Elapsed_time: 2640.41247 +Current_accuracy : 95.138, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"У/С 1,71" | "У/С 1,71" | 0.2023 True +304 | 304 | 0.9998 True +-------------------------------------------------------------------------------- +[4600/30000] Train loss: 0.00373, Valid loss: 0.06925, Elapsed_time: 2775.99541 +Current_accuracy : 95.401, Current_norm_ED : 0.9922 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +FEATURED BANNER | FEATURED BANNER | 0.9556 True +444 | 444 | 0.9988 True +-------------------------------------------------------------------------------- +[4800/30000] Train loss: 0.00355, Valid loss: 0.06531, Elapsed_time: 2885.94333 +Current_accuracy : 95.269, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +AVG 456.29 | AVG 456.29 | 0.6983 True +FEATURED BANNER | FEATURED BANNER | 0.9725 True +-------------------------------------------------------------------------------- +[5000/30000] Train loss: 0.00357, Valid loss: 0.07032, Elapsed_time: 3020.34975 +Current_accuracy : 95.598, Current_norm_ED : 0.9921 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +465 | 465 | 0.9999 True +TOTAL | TOTAL | 0.9640 True +-------------------------------------------------------------------------------- +[5200/30000] Train loss: 0.00349, Valid loss: 0.06800, Elapsed_time: 3130.26865 +Current_accuracy : 95.007, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +623 | 623 | 0.9999 True +СРЕДН. | СРЕДН. | 0.9892 True +-------------------------------------------------------------------------------- +[5400/30000] Train loss: 0.00316, Valid loss: 0.06842, Elapsed_time: 3266.07628 +Current_accuracy : 95.204, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +УБИЙСТВА | УБИЙСТВА | 0.9969 True +456 | 456 | 1.0000 True +-------------------------------------------------------------------------------- +[5600/30000] Train loss: 0.00310, Valid loss: 0.06576, Elapsed_time: 3377.61857 +Current_accuracy : 95.204, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +104 | 104 | 0.8934 True +DAMAGE | DAMAGE | 0.9423 True +-------------------------------------------------------------------------------- +[5800/30000] Train loss: 0.00366, Valid loss: 0.07149, Elapsed_time: 3488.98471 +Current_accuracy : 95.072, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +WIINS | WINS | 0.8661 False +850 | 850 | 0.9999 True +-------------------------------------------------------------------------------- +[6000/30000] Train loss: 0.00331, Valid loss: 0.06860, Elapsed_time: 3623.79648 +Current_accuracy : 95.335, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +324 | 324 | 0.9150 True +667 | 667 | 0.9999 True +-------------------------------------------------------------------------------- +[6200/30000] Train loss: 0.00333, Valid loss: 0.06732, Elapsed_time: 3733.26449 +Current_accuracy : 95.269, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +K/DR 2.34 | K/DR 2.34 | 0.9571 True +ИЗБРАННЫЙ БАННЕР | ИЗБРАННЫЙ БАННЕР | 0.9743 True +-------------------------------------------------------------------------------- +[6400/30000] Train loss: 0.00326, Valid loss: 0.06811, Elapsed_time: 3867.89711 +Current_accuracy : 94.941, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +WINS | WINS | 0.8133 True +ВСЕГО | ВСЕГО | 0.9999 True +-------------------------------------------------------------------------------- +[6600/30000] Train loss: 0.00311, Valid loss: 0.06905, Elapsed_time: 3978.03269 +Current_accuracy : 95.466, Current_norm_ED : 0.9922 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.9992 True +6 230 | 6 230 | 0.9747 True +-------------------------------------------------------------------------------- +[6800/30000] Train loss: 0.00303, Valid loss: 0.06968, Elapsed_time: 4112.31101 +Current_accuracy : 95.401, Current_norm_ED : 0.9922 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"8,406,380" | "8,406,380" | 0.4115 True +CAREER | CAREER | 0.9975 True +-------------------------------------------------------------------------------- +[7000/30000] Train loss: 0.00296, Valid loss: 0.07082, Elapsed_time: 4223.40291 +Current_accuracy : 95.007, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +26 | 26 | 1.0000 True +Knockdowns | Knockdowns | 0.3372 True +-------------------------------------------------------------------------------- +[7200/30000] Train loss: 0.00304, Valid loss: 0.07142, Elapsed_time: 4359.36668 +Current_accuracy : 95.007, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Матчей за всe время: 7.922 | Матчей за всe время: 7.922 | 0.3195 True +1.753 | 1.753 | 0.9692 True +-------------------------------------------------------------------------------- +[7400/30000] Train loss: 0.00323, Valid loss: 0.07323, Elapsed_time: 4469.79601 +Current_accuracy : 94.809, Current_norm_ED : 0.9911 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +AVG 445.91 | AVG 446.91 | 0.9002 False +66 | 66 | 0.9997 True +-------------------------------------------------------------------------------- +[7600/30000] Train loss: 0.00329, Valid loss: 0.06915, Elapsed_time: 4604.37408 +Current_accuracy : 95.204, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Longest Win Streak | Longest Win Streak | 0.5694 True +FEATURED BANNER | FEATURED BANNER | 0.5531 True +-------------------------------------------------------------------------------- +[7800/30000] Train loss: 0.00292, Valid loss: 0.07113, Elapsed_time: 4715.33167 +Current_accuracy : 95.335, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +214 | 214 | 0.9605 True +УБИЙСТВА | УБИЙСТВА | 0.9800 True +-------------------------------------------------------------------------------- +[8000/30000] Train loss: 0.00274, Valid loss: 0.07225, Elapsed_time: 4850.21751 +Current_accuracy : 95.204, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +DAMAGE | DAMAGE | 0.9988 True +SEASON 13: SAVIORS | SEASON 13: SAVIORS | 0.3417 True +-------------------------------------------------------------------------------- +[8200/30000] Train loss: 0.00279, Valid loss: 0.07153, Elapsed_time: 4961.03918 +Current_accuracy : 95.335, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +64 | 64 | 1.0000 True +391 | 391 | 0.9467 True +-------------------------------------------------------------------------------- +[8400/30000] Train loss: 0.00309, Valid loss: 0.07041, Elapsed_time: 5095.16137 +Current_accuracy : 95.138, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ИЗБРАННЫЙ БАННЕР | ИЗБРАННЫЙ БАННЕР | 0.8448 True +DEATHS 793 | DEATHS 793 | 0.9810 True +-------------------------------------------------------------------------------- +[8600/30000] Train loss: 0.00293, Valid loss: 0.07643, Elapsed_time: 5206.28330 +Current_accuracy : 95.138, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"1,890.00" | "1,890.00" | 0.3843 True +FEATURED BANNER | FEATURED BANNER | 0.5585 True +-------------------------------------------------------------------------------- +[8800/30000] Train loss: 0.00272, Valid loss: 0.07286, Elapsed_time: 5340.91642 +Current_accuracy : 95.269, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ИЗБРАННЫЙ БАННЕР | ИЗБРАННЫЙ БАННЕР | 0.5272 True +КОРОЛЕВСКАЯ БИТВА | КОРОЛЕВСКАЯ БИТВА | 0.9652 True +-------------------------------------------------------------------------------- +[9000/30000] Train loss: 0.00285, Valid loss: 0.07541, Elapsed_time: 5452.31158 +Current_accuracy : 95.335, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.5876 True +176 | 176 | 0.9949 True +-------------------------------------------------------------------------------- +[9200/30000] Train loss: 0.00265, Valid loss: 0.07465, Elapsed_time: 5586.57789 +Current_accuracy : 94.941, Current_norm_ED : 0.9914 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.9982 True +Возрождено союзников | Возрождено союзников | 0.9966 True +-------------------------------------------------------------------------------- +[9400/30000] Train loss: 0.00270, Valid loss: 0.07305, Elapsed_time: 5696.32413 +Current_accuracy : 95.007, Current_norm_ED : 0.9912 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"1,940" | "1,940" | 0.5393 True +CAREER | CAREER | 0.9723 True +-------------------------------------------------------------------------------- +[9600/30000] Train loss: 0.00271, Valid loss: 0.07490, Elapsed_time: 5830.04747 +Current_accuracy : 94.875, Current_norm_ED : 0.9911 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +2.52k | 2.52k | 0.8498 True +Knockdowns | Knockdowns | 0.5602 True +-------------------------------------------------------------------------------- +[9800/30000] Train loss: 0.00247, Valid loss: 0.07170, Elapsed_time: 5940.26312 +Current_accuracy : 95.532, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +278 | 278 | 0.9952 True +"СРЕДН. 736,96" | "СРЕДН. 736,96" | 0.1738 True +-------------------------------------------------------------------------------- +[10000/30000] Train loss: 0.00272, Valid loss: 0.07727, Elapsed_time: 6074.71859 +Current_accuracy : 95.072, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Knockdowns | Knockdowns | 0.9864 True +ПЯТЕРКА ЛУЧШИХ | ПЯТЕРКА ЛУЧШИХ | 0.8639 True +-------------------------------------------------------------------------------- +[10200/30000] Train loss: 0.00254, Valid loss: 0.08000, Elapsed_time: 6185.59131 +Current_accuracy : 95.401, Current_norm_ED : 0.9922 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +CAREER | CAREER | 0.8246 True +УБИЙСТВА | УБИЙСТВА | 0.8013 True +-------------------------------------------------------------------------------- +[10400/30000] Train loss: 0.00289, Valid loss: 0.07470, Elapsed_time: 6320.15987 +Current_accuracy : 95.269, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +LIFETIME | LIFETIME | 0.8534 True +S8 APEX KILLS | S8 APEX KILLS | 0.6250 True +-------------------------------------------------------------------------------- +[10600/30000] Train loss: 0.00249, Valid loss: 0.07295, Elapsed_time: 6433.00778 +Current_accuracy : 95.204, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +СРЕДН. | СРЕДН. | 0.8350 True +66 | 66 | 1.0000 True +-------------------------------------------------------------------------------- +[10800/30000] Train loss: 0.00260, Valid loss: 0.07795, Elapsed_time: 6568.90349 +Current_accuracy : 95.598, Current_norm_ED : 0.9924 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +KILLS | KILLS | 0.9977 True +TOP 5S | TOP 5S | 0.9934 True +-------------------------------------------------------------------------------- +[11000/30000] Train loss: 0.00271, Valid loss: 0.07595, Elapsed_time: 6679.52849 +Current_accuracy : 95.138, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Нокауты | Нокауты | 0.9998 True +551 681 | 551 681 | 0.7347 True +-------------------------------------------------------------------------------- +[11200/30000] Train loss: 0.00282, Valid loss: 0.07410, Elapsed_time: 6790.32164 +Current_accuracy : 95.532, Current_norm_ED : 0.9923 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +УБИЙСТВА | УБИЙСТВА | 0.9603 True +МАКС. 6 101 | МАКС. 6 101 | 0.4540 True +-------------------------------------------------------------------------------- +[11400/30000] Train loss: 0.00243, Valid loss: 0.07297, Elapsed_time: 6925.83852 +Current_accuracy : 95.401, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Максимум убийств | Максимум убийств | 0.5330 True +ВСЕГО | ВСЕГО | 0.9979 True +-------------------------------------------------------------------------------- +[11600/30000] Train loss: 0.00296, Valid loss: 0.07714, Elapsed_time: 7035.76642 +Current_accuracy : 95.466, Current_norm_ED : 0.9923 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +МАТЧИ | МАТЧИ | 0.9999 True +Реанемировано союзников | Реанемировано союзников | 0.9721 True +-------------------------------------------------------------------------------- +[11800/30000] Train loss: 0.00213, Valid loss: 0.07790, Elapsed_time: 7172.65148 +Current_accuracy : 94.875, Current_norm_ED : 0.9911 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +14 | 14 | 0.9936 True +985 | 985 | 1.0000 True +-------------------------------------------------------------------------------- +[12000/30000] Train loss: 0.00266, Valid loss: 0.07534, Elapsed_time: 7284.88436 +Current_accuracy : 95.072, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Assists | Assists | 0.5259 True +Макс. серия побед | Макс. серия побед | 0.4417 True +-------------------------------------------------------------------------------- +[12200/30000] Train loss: 0.00247, Valid loss: 0.07754, Elapsed_time: 7421.00126 +Current_accuracy : 95.072, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Teammates Revived | Teammates Revived | 0.7871 True +14 | 14 | 0.9906 True +-------------------------------------------------------------------------------- +[12400/30000] Train loss: 0.00265, Valid loss: 0.07588, Elapsed_time: 7531.92852 +Current_accuracy : 95.466, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +337 | 337 | 0.9938 True +СРЕДН. | СРЕДН. | 0.9662 True +-------------------------------------------------------------------------------- +[12600/30000] Train loss: 0.00263, Valid loss: 0.07386, Elapsed_time: 7666.94096 +Current_accuracy : 95.269, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"1,48т" | "1,48т" | 0.3969 True +TOTAL | TOTAL | 0.8624 True +-------------------------------------------------------------------------------- +[12800/30000] Train loss: 0.00270, Valid loss: 0.07676, Elapsed_time: 7777.89925 +Current_accuracy : 95.007, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +32 | 32 | 1.0000 True +МАТЧИ | МАТЧИ | 0.9953 True +-------------------------------------------------------------------------------- +[13000/30000] Train loss: 0.00223, Valid loss: 0.07475, Elapsed_time: 7912.84164 +Current_accuracy : 95.072, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ПОБЕДЫ | ПОБЕДЫ | 0.9871 True +379 | 379 | 0.9999 True +-------------------------------------------------------------------------------- +[13200/30000] Train loss: 0.00252, Valid loss: 0.07677, Elapsed_time: 8023.38557 +Current_accuracy : 95.007, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +СРЕДН. | СРЕДН. | 0.9703 True +54 | 54 | 0.9981 True +-------------------------------------------------------------------------------- +[13400/30000] Train loss: 0.00235, Valid loss: 0.07585, Elapsed_time: 8157.55379 +Current_accuracy : 95.204, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"9,416" | "9,416" | 0.4773 True +DEATHS 329 | DEATHS 329 | 0.5976 True +-------------------------------------------------------------------------------- +[13600/30000] Train loss: 0.00248, Valid loss: 0.07475, Elapsed_time: 8269.28324 +Current_accuracy : 95.072, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +89 | 89 | 1.0000 True +"470,21" | "470,21" | 0.7569 True +-------------------------------------------------------------------------------- +[13800/30000] Train loss: 0.00223, Valid loss: 0.07465, Elapsed_time: 8402.90850 +Current_accuracy : 95.138, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +1 343 | 1 343 | 0.4126 True +УБИЙСТВА | УБИЙСТВА | 0.9980 True +-------------------------------------------------------------------------------- +[14000/30000] Train loss: 0.00229, Valid loss: 0.07587, Elapsed_time: 8513.96237 +Current_accuracy : 95.204, Current_norm_ED : 0.9921 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +10 000 РО | 10 000 PО | 0.2291 False +"3,282,788" | "3,282,788" | 0.2304 True +-------------------------------------------------------------------------------- +[14200/30000] Train loss: 0.00243, Valid loss: 0.07981, Elapsed_time: 8647.70923 +Current_accuracy : 94.941, Current_norm_ED : 0.9914 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +TOTAL | TOTAL | 0.9126 True +2033106 | 2033106 | 0.9915 True +-------------------------------------------------------------------------------- +[14400/30000] Train loss: 0.00241, Valid loss: 0.07665, Elapsed_time: 8758.62298 +Current_accuracy : 95.204, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +WINS | WINS | 0.9909 True +"2,259,677" | "2,259,677" | 0.4477 True +-------------------------------------------------------------------------------- +[14600/30000] Train loss: 0.00216, Valid loss: 0.07372, Elapsed_time: 8893.10447 +Current_accuracy : 95.335, Current_norm_ED : 0.9921 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +КБ УБИЙСТВА | КБ УБИЙСТВА | 0.5516 True +Реанимировано союзников | Реанимировано союзников | 0.8021 True +-------------------------------------------------------------------------------- +[14800/30000] Train loss: 0.00246, Valid loss: 0.08421, Elapsed_time: 9005.68065 +Current_accuracy : 95.335, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +994 | 994 | 0.5281 True +Возрождено союзников | Возрождено союзников | 0.5686 True +-------------------------------------------------------------------------------- +[15000/30000] Train loss: 0.00220, Valid loss: 0.08106, Elapsed_time: 9139.42200 +Current_accuracy : 95.007, Current_norm_ED : 0.9913 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"3,982" | "3,982" | 0.6859 True +121 | 121 | 0.9071 True +-------------------------------------------------------------------------------- +[15200/30000] Train loss: 0.00215, Valid loss: 0.07798, Elapsed_time: 9250.10355 +Current_accuracy : 95.204, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"У/С 2,77" | "У/С 2,77" | 0.3990 True +НАНЕСЕННЫЙ УРОН | НАНЕСЕННЫЙ УРОН | 0.4748 True +-------------------------------------------------------------------------------- +[15400/30000] Train loss: 0.00230, Valid loss: 0.07595, Elapsed_time: 9383.68477 +Current_accuracy : 95.269, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +44 | 44 | 0.8259 True +2.871 | 2.871 | 0.9998 True +-------------------------------------------------------------------------------- +[15600/30000] Train loss: 0.00217, Valid loss: 0.08042, Elapsed_time: 9494.83573 +Current_accuracy : 95.204, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +УБИЙСТВА | УБИЙСТВА | 0.9907 True +Teammates Respawned | Teammates Respawned | 0.8094 True +-------------------------------------------------------------------------------- +[15800/30000] Train loss: 0.00252, Valid loss: 0.07730, Elapsed_time: 9633.82309 +Current_accuracy : 95.269, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +3173 | 3173 | 0.9991 True +5 383 | 5 383 | 0.9780 True +-------------------------------------------------------------------------------- +[16000/30000] Train loss: 0.00208, Valid loss: 0.07807, Elapsed_time: 9744.35301 +Current_accuracy : 95.204, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Нокауты | Нокауты | 1.0000 True +"МАКС. 3 565,00" | "МАКС. 3 565,00" | 0.4748 True +-------------------------------------------------------------------------------- +[16200/30000] Train loss: 0.00229, Valid loss: 0.08006, Elapsed_time: 9878.25300 +Current_accuracy : 95.007, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +K/DR 2.45 | K/DR 2.45 | 0.4563 True +WINS | WINS | 0.5666 True +-------------------------------------------------------------------------------- +[16400/30000] Train loss: 0.00214, Valid loss: 0.07754, Elapsed_time: 9988.48516 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +УБИЙСТВА | УБИЙСТВА | 0.7637 True +2.871 | 2.871 | 0.9998 True +-------------------------------------------------------------------------------- +[16600/30000] Train loss: 0.00233, Valid loss: 0.08258, Elapsed_time: 10098.80841 +Current_accuracy : 95.072, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"2,20т" | "2,20т" | 0.9769 True +НАНЕСЁННЫЙ УРОН | НАНЕСЁННЫИ УРОН | 0.8406 False +-------------------------------------------------------------------------------- +[16800/30000] Train loss: 0.00239, Valid loss: 0.07968, Elapsed_time: 10233.69625 +Current_accuracy : 95.072, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +985 | 985 | 0.9998 True +Teammates Revived | Teammates Revived | 0.3788 True +-------------------------------------------------------------------------------- +[17000/30000] Train loss: 0.00209, Valid loss: 0.07862, Elapsed_time: 10343.77028 +Current_accuracy : 95.204, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"AVG 1,169" | "AVG 1,169" | 0.7051 True +Возрождено союзников | Возрождено союзников | 0.8147 True +-------------------------------------------------------------------------------- +[17200/30000] Train loss: 0.00228, Valid loss: 0.08082, Elapsed_time: 10477.56418 +Current_accuracy : 95.269, Current_norm_ED : 0.9921 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"DEATHS 14,915" | "DEATHS 14,915" | 0.4901 True +1.65k | 1.65k | 0.9390 True +-------------------------------------------------------------------------------- +[17400/30000] Train loss: 0.00210, Valid loss: 0.07714, Elapsed_time: 10587.70626 +Current_accuracy : 95.335, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ПЯТЕРКА ЛУЧШИХ | ПЯТЕРКА ЛУЧШИХ | 0.6540 True +ИЗБРАННЫЙ БАННЕР | ИЗБРАННЫЙ БАННЕР | 0.8122 True +-------------------------------------------------------------------------------- +[17600/30000] Train loss: 0.00218, Valid loss: 0.07808, Elapsed_time: 10722.39944 +Current_accuracy : 95.335, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +52 | 52 | 1.0000 True +30 | 30 | 0.9998 True +-------------------------------------------------------------------------------- +[17800/30000] Train loss: 0.00223, Valid loss: 0.08241, Elapsed_time: 10832.67364 +Current_accuracy : 95.204, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Сплит 2 | Сплит 2 | 0.9503 True +110 | 110 | 0.9949 True +-------------------------------------------------------------------------------- +[18000/30000] Train loss: 0.00198, Valid loss: 0.07892, Elapsed_time: 10967.20567 +Current_accuracy : 95.269, Current_norm_ED : 0.9914 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Highest Kills | Highest Kills | 0.1526 True +Teammates Respawned | Teammates Respawned | 0.8238 True +-------------------------------------------------------------------------------- +[18200/30000] Train loss: 0.00240, Valid loss: 0.08112, Elapsed_time: 11078.15495 +Current_accuracy : 95.204, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Assists | Assists | 0.9193 True +AVG 577.26 | AVG 577.26 | 0.7763 True +-------------------------------------------------------------------------------- +[18400/30000] Train loss: 0.00196, Valid loss: 0.07904, Elapsed_time: 11213.66683 +Current_accuracy : 95.138, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +РЕЙТИНГОВЫЙ СЕЗОН 17 | РЕЙТИНГОВЫЙ СЕЗОН 17 | 0.9160 True +"410,88" | "410,88" | 0.6106 True +-------------------------------------------------------------------------------- +[18600/30000] Train loss: 0.00222, Valid loss: 0.08044, Elapsed_time: 11324.08715 +Current_accuracy : 95.138, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +301 | 301 | 0.9992 True +WINS | WINS | 0.5439 True +-------------------------------------------------------------------------------- +[18800/30000] Train loss: 0.00200, Valid loss: 0.08019, Elapsed_time: 11458.30492 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Реанимировано союзников | Реанимировано союзников | 0.3669 True +655 | 655 | 1.0000 True +-------------------------------------------------------------------------------- +[19000/30000] Train loss: 0.00217, Valid loss: 0.08473, Elapsed_time: 11568.36443 +Current_accuracy : 95.204, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.9929 True +S17 APEX KILLS | S17 APEX KILLS | 0.8896 True +-------------------------------------------------------------------------------- +[19200/30000] Train loss: 0.00224, Valid loss: 0.08244, Elapsed_time: 11703.13067 +Current_accuracy : 95.138, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +1337 | 1337 | 0.9993 True +Макс. серия побед | Макс. серия побед | 0.7228 True +-------------------------------------------------------------------------------- +[19400/30000] Train loss: 0.00190, Valid loss: 0.08301, Elapsed_time: 11813.04006 +Current_accuracy : 95.269, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +AVG 456.29 | AVG 456.29 | 0.8795 True +Возрождено союзников | Возрождено союзников | 0.4912 True +-------------------------------------------------------------------------------- +[19600/30000] Train loss: 0.00221, Valid loss: 0.08042, Elapsed_time: 11947.04364 +Current_accuracy : 95.138, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +KILLS | KILLS | 0.9999 True +"12,9т" | "12,9т" | 0.4369 True +-------------------------------------------------------------------------------- +[19800/30000] Train loss: 0.00216, Valid loss: 0.08106, Elapsed_time: 12057.82427 +Current_accuracy : 95.138, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Longest Win Streak | Longest Win Streak | 0.8876 True +РЕЙТИНГОВЫЙ СЕЗОН 17 | РЕЙТИНГОВЫЙ СЕЗОН 17 | 0.6169 True +-------------------------------------------------------------------------------- +[20000/30000] Train loss: 0.00209, Valid loss: 0.08040, Elapsed_time: 12193.00486 +Current_accuracy : 94.875, Current_norm_ED : 0.9911 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +KILLS | KILLS | 0.9585 True +РЕЙТИНГОВЫЙ СЕЗОН 17 | РЕЙТИНГОВЫЙ СЕЗОН 17 | 0.7395 True +-------------------------------------------------------------------------------- +[20200/30000] Train loss: 0.00194, Valid loss: 0.07920, Elapsed_time: 12302.35527 +Current_accuracy : 94.875, Current_norm_ED : 0.9913 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"СРЕДН. 368,34" | "СРЕДН. 368,34" | 0.2697 True +AVG 593.74 | AVG 593.74 | 0.2815 True +-------------------------------------------------------------------------------- +[20400/30000] Train loss: 0.00216, Valid loss: 0.08002, Elapsed_time: 12436.15645 +Current_accuracy : 95.072, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +DEATHS 265 | DEATHS 265 | 0.4632 True +УБИЙСТВА | УБИИСТВА | 0.9994 False +-------------------------------------------------------------------------------- +[20600/30000] Train loss: 0.00202, Valid loss: 0.08282, Elapsed_time: 12546.55075 +Current_accuracy : 95.138, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +LIFETIME | LIFETIME | 0.9191 True +урон | 1урон | 0.6930 False +-------------------------------------------------------------------------------- +[20800/30000] Train loss: 0.00213, Valid loss: 0.08323, Elapsed_time: 12681.35052 +Current_accuracy : 95.072, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Highest Kills | Highest Kills | 0.3882 True +Knockdowns | Knockdowns | 0.8641 True +-------------------------------------------------------------------------------- +[21000/30000] Train loss: 0.00216, Valid loss: 0.08321, Elapsed_time: 12792.61006 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +391 | 391 | 0.9889 True +IV | IV | 0.9901 True +-------------------------------------------------------------------------------- +[21200/30000] Train loss: 0.00214, Valid loss: 0.07931, Elapsed_time: 12926.68600 +Current_accuracy : 95.072, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +2555 | 2555 | 0.9989 True +МАТЧИ | МАТЧИ | 0.9997 True +-------------------------------------------------------------------------------- +[21400/30000] Train loss: 0.00206, Valid loss: 0.08628, Elapsed_time: 13036.77004 +Current_accuracy : 95.335, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +([YEET] BAVOaa | ([YЕЕT] BAVOaa) | 0.3639 False +AVG 557.62 | AVG 557.62 | 0.6969 True +-------------------------------------------------------------------------------- +[21600/30000] Train loss: 0.00218, Valid loss: 0.08059, Elapsed_time: 13171.02984 +Current_accuracy : 94.875, Current_norm_ED : 0.9912 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Teammates Respawned | Teammates Respawned | 0.3722 True +Teammates Respawned | Teammates Respawned | 0.5776 True +-------------------------------------------------------------------------------- +[21800/30000] Train loss: 0.00209, Valid loss: 0.08189, Elapsed_time: 13283.94481 +Current_accuracy : 95.269, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.9980 True +APEX KILLS | АРEX KILLS | 0.5033 False +-------------------------------------------------------------------------------- +[22000/30000] Train loss: 0.00221, Valid loss: 0.07913, Elapsed_time: 13394.76998 +Current_accuracy : 95.072, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +TOTAL | TOTAL | 0.9963 True +"5,665" | "5,665" | 0.5083 True +-------------------------------------------------------------------------------- +[22200/30000] Train loss: 0.00202, Valid loss: 0.07990, Elapsed_time: 13530.06967 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +5.912 | 5.912 | 0.9943 True +Возрождено союзни��ов | Возрождено союзников | 0.4978 True +-------------------------------------------------------------------------------- +[22400/30000] Train loss: 0.00211, Valid loss: 0.08116, Elapsed_time: 13640.72270 +Current_accuracy : 95.072, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +LIFETIME | LIFETIME | 0.9510 True +868 | 868 | 1.0000 True +-------------------------------------------------------------------------------- +[22600/30000] Train loss: 0.00203, Valid loss: 0.07906, Elapsed_time: 13774.68224 +Current_accuracy : 95.138, Current_norm_ED : 0.9921 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Assists | Assists | 0.8804 True +Knockdowns | Knockdowns | 0.9242 True +-------------------------------------------------------------------------------- +[22800/30000] Train loss: 0.00217, Valid loss: 0.07864, Elapsed_time: 13884.32190 +Current_accuracy : 95.269, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +5 ЛУЧШИХ | 5 ЛУЧШИХ | 0.9096 True +43 | 43 | 1.0000 True +-------------------------------------------------------------------------------- +[23000/30000] Train loss: 0.00193, Valid loss: 0.08305, Elapsed_time: 14017.49827 +Current_accuracy : 94.941, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +55 | 55 | 0.9993 True +УБИЙСТВА | УБИЙСТВА | 0.8346 True +-------------------------------------------------------------------------------- +[23200/30000] Train loss: 0.00218, Valid loss: 0.08602, Elapsed_time: 14128.94698 +Current_accuracy : 94.941, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +BATTLE ROYALE | BATTLE ROYALE | 0.4939 True +604 | 604 | 1.0000 True +-------------------------------------------------------------------------------- +[23400/30000] Train loss: 0.00186, Valid loss: 0.08556, Elapsed_time: 14263.15724 +Current_accuracy : 95.138, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Assists | Assists | 0.5289 True +ПОБЕДЫ | ПОБЕДЫ | 0.9997 True +-------------------------------------------------------------------------------- +[23600/30000] Train loss: 0.00221, Valid loss: 0.08373, Elapsed_time: 14373.86481 +Current_accuracy : 95.335, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Реанимировано союзников | Реанимировано союзников | 0.8852 True +КОРОЛЕВСКАЯ БИТВА | КОРОЛЕВСКАЯ БИТВА | 0.3266 True +-------------------------------------------------------------------------------- +[23800/30000] Train loss: 0.00208, Valid loss: 0.08058, Elapsed_time: 14507.33093 +Current_accuracy : 95.204, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Highest Kills | Highest Kills | 0.4043 True +TOP 5S | TOP 5S | 0.9979 True +-------------------------------------------------------------------------------- +[24000/30000] Train loss: 0.00201, Valid loss: 0.09081, Elapsed_time: 14617.24032 +Current_accuracy : 95.138, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.9986 True +1 755 | 1 755 | 0.6953 True +-------------------------------------------------------------------------------- +[24200/30000] Train loss: 0.00185, Valid loss: 0.08896, Elapsed_time: 14750.50576 +Current_accuracy : 95.072, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"2,81тыс." | "2,81тыс." | 0.4351 True +УРОН | УРОН | 0.9762 True +-------------------------------------------------------------------------------- +[24400/30000] Train loss: 0.00225, Valid loss: 0.08404, Elapsed_time: 14861.46956 +Current_accuracy : 95.269, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +286 | 286 | 1.0000 True +"У/С 1,24" | "У/С 1,24" | 0.3455 True +-------------------------------------------------------------------------------- +[24600/30000] Train loss: 0.00187, Valid loss: 0.08213, Elapsed_time: 14995.55821 +Current_accuracy : 95.269, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +1.448 | 1.448 | 0.6748 True +"8,406,380" | "8,406,380" | 0.4692 True +-------------------------------------------------------------------------------- +[24800/30000] Train loss: 0.00220, Valid loss: 0.08277, Elapsed_time: 15105.50063 +Current_accuracy : 95.204, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +371 | 371 | 0.9847 True +KILLS | KILLS | 0.9937 True +-------------------------------------------------------------------------------- +[25000/30000] Train loss: 0.00222, Valid loss: 0.09211, Elapsed_time: 15239.91806 +Current_accuracy : 94.941, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +2 960 453 | 2 960 453 | 0.6913 True +"1,627.00" | "1,627.00" | 0.6230 True +-------------------------------------------------------------------------------- +[25200/30000] Train loss: 0.00188, Valid loss: 0.08170, Elapsed_time: 15350.02011 +Current_accuracy : 95.335, Current_norm_ED : 0.9922 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"467,08" | "467,08" | 0.1754 True +807 | 807 | 0.9977 True +-------------------------------------------------------------------------------- +[25400/30000] Train loss: 0.00201, Valid loss: 0.08640, Elapsed_time: 15485.39037 +Current_accuracy : 95.072, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"1 004,00" | "1 004,00" | 0.2743 True +ВСЕГО | ВСЕГО | 0.9041 True +-------------------------------------------------------------------------------- +[25600/30000] Train loss: 0.00188, Valid loss: 0.08558, Elapsed_time: 15596.14949 +Current_accuracy : 95.269, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +LIFETIME | LIFETIME | 0.8693 True +LIFETIME | LIFETIME | 0.8974 True +-------------------------------------------------------------------------------- +[25800/30000] Train loss: 0.00210, Valid loss: 0.08540, Elapsed_time: 15730.77510 +Current_accuracy : 94.875, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +150 | 150 | 0.9986 True +DEATHS 329 | DEATHS 329 | 0.5241 True +-------------------------------------------------------------------------------- +[26000/30000] Train loss: 0.00194, Valid loss: 0.08525, Elapsed_time: 15841.21895 +Current_accuracy : 95.072, Current_norm_ED : 0.9916 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Возрождено союзников | Возрождено союзников | 0.9869 True +RANKED SEASON 20 | RANKED SEASON 20 | 0.7781 True +-------------------------------------------------------------------------------- +[26200/30000] Train loss: 0.00197, Valid loss: 0.08527, Elapsed_time: 15974.67105 +Current_accuracy : 95.138, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"3,282,788" | "3,282,788" | 0.3902 True +131 | 131 | 0.6283 True +-------------------------------------------------------------------------------- +[26400/30000] Train loss: 0.00206, Valid loss: 0.08496, Elapsed_time: 16084.23665 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +KILLS | KILLS | 0.9472 True +479 | 479 | 0.9598 True +-------------------------------------------------------------------------------- +[26600/30000] Train loss: 0.00197, Valid loss: 0.08254, Elapsed_time: 16218.35332 +Current_accuracy : 95.072, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"У/С 2,51" | "У/С 2,51" | 0.6634 True +УБИЙСТВА | УБИЙСТВА | 0.9998 True +-------------------------------------------------------------------------------- +[26800/30000] Train loss: 0.00193, Valid loss: 0.08772, Elapsed_time: 16328.76264 +Current_accuracy : 95.335, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +KILLS | KILLS | 0.9991 True +Knockudowns | Knockdowns | 0.9968 False +-------------------------------------------------------------------------------- +[27000/30000] Train loss: 0.00204, Valid loss: 0.08142, Elapsed_time: 16462.37088 +Current_accuracy : 95.072, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Макс. серия побед | Макс. серия побед | 0.8955 True +214 | 214 | 0.9912 True +-------------------------------------------------------------------------------- +[27200/30000] Train loss: 0.00214, Valid loss: 0.08301, Elapsed_time: 16572.13965 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +56 | 56 | 1.0000 True +"1.033,40" | "1.033,40" | 0.4200 True +-------------------------------------------------------------------------------- +[27400/30000] Train loss: 0.00184, Valid loss: 0.08230, Elapsed_time: 16684.40906 +Current_accuracy : 95.072, Current_norm_ED : 0.9919 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +СРЕДН. | СРЕДН. | 0.9451 True +K/DR 3.07 | K/DR 3.07 | 0.7045 True +-------------------------------------------------------------------------------- +[27600/30000] Train loss: 0.00203, Valid loss: 0.08262, Elapsed_time: 16819.18931 +Current_accuracy : 94.941, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"8,406,380" | "8,406,380" | 0.5936 True +Реанимировано союзников | Реанимировано союзников | 0.8741 True +-------------------------------------------------------------------------------- +[27800/30000] Train loss: 0.00195, Valid loss: 0.08294, Elapsed_time: 16929.29337 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +IV | IV | 1.0000 True +Knockdowns | Knockdowns | 0.6473 True +-------------------------------------------------------------------------------- +[28000/30000] Train loss: 0.00193, Valid loss: 0.08632, Elapsed_time: 17062.60685 +Current_accuracy : 95.007, Current_norm_ED : 0.9917 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.9631 True +CAREER | CAREER | 0.9197 True +-------------------------------------------------------------------------------- +[28200/30000] Train loss: 0.00204, Valid loss: 0.08541, Elapsed_time: 17172.53426 +Current_accuracy : 94.941, Current_norm_ED : 0.9914 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Assists | Assists | 0.5425 True +Longest Win Streak | Longest Win Streak | 0.4208 True +-------------------------------------------------------------------------------- +[28400/30000] Train loss: 0.00172, Valid loss: 0.08479, Elapsed_time: 17307.12734 +Current_accuracy : 95.269, Current_norm_ED : 0.9920 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Макс. серия побед | Макс. серия побед | 0.8997 True +BATTLE ROYALE | BATTLE ROYALE | 0.6775 True +-------------------------------------------------------------------------------- +[28600/30000] Train loss: 0.00182, Valid loss: 0.08508, Elapsed_time: 17420.13889 +Current_accuracy : 94.941, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +ВСЕГО | ВСЕГО | 0.5705 True +CAREER | CAREER | 0.9626 True +-------------------------------------------------------------------------------- +[28800/30000] Train loss: 0.00219, Valid loss: 0.08449, Elapsed_time: 17554.69645 +Current_accuracy : 94.941, Current_norm_ED : 0.9914 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +WINS | WINS | 0.8870 True +133 | 133 | 0.9498 True +-------------------------------------------------------------------------------- +[29000/30000] Train loss: 0.00196, Valid loss: 0.08407, Elapsed_time: 17665.36499 +Current_accuracy : 95.138, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +113 | 113 | 0.9894 True +МАКС. 4 060 | МАКС. 4 060 | 0.9603 True +-------------------------------------------------------------------------------- +[29200/30000] Train loss: 0.00197, Valid loss: 0.08554, Elapsed_time: 17800.92040 +Current_accuracy : 94.875, Current_norm_ED : 0.9914 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +"19,00" | "19,00" | 0.8082 True +Реанимировано союзников | Реанимировано союзников | 0.9140 True +-------------------------------------------------------------------------------- +[29400/30000] Train loss: 0.00172, Valid loss: 0.08433, Elapsed_time: 17911.35324 +Current_accuracy : 95.072, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +Макс. серия побед | Макс. серия побед | 0.9170 True +Максимум убийств | Максимум убийств | 0.6447 True +-------------------------------------------------------------------------------- +[29600/30000] Train loss: 0.00197, Valid loss: 0.08622, Elapsed_time: 18045.15315 +Current_accuracy : 94.941, Current_norm_ED : 0.9915 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +S13 АРEX KILLS | S13 АРEX KILS | 0.9252 False +Highest Kills | Highest Kills | 0.2302 True +-------------------------------------------------------------------------------- +[29800/30000] Train loss: 0.00192, Valid loss: 0.08288, Elapsed_time: 18155.17763 +Current_accuracy : 95.204, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +WINS | WINS | 0.8263 True +89 | 89 | 1.0000 True +-------------------------------------------------------------------------------- +[30000/30000] Train loss: 0.00190, Valid loss: 0.08542, Elapsed_time: 18291.40562 +Current_accuracy : 95.204, Current_norm_ED : 0.9918 +Best_accuracy : 95.664, Best_norm_ED : 0.9924 +-------------------------------------------------------------------------------- +Ground Truth | Prediction | Confidence Score & T/F +-------------------------------------------------------------------------------- +857 | 857 | 1.0000 True +ПОБЕДЫ | ПОБЕДЫ | 0.9974 True +--------------------------------------------------------------------------------