epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2 1,17.196,0.7232,0.93333,1,0.21564,0.000468394,0.000468394,0.000468394 2,25.6802,0.30348,0.94667,1,0.13853,0.000926022,0.000926022,0.000926022 3,32.4317,0.26099,0.88,1,0.30312,0.00136479,0.00136479,0.00136479 4,37.5739,0.26635,0.85333,1,1.27915,0.00134412,0.00134412,0.00134412 5,42.8118,0.28538,0.89333,1,0.2562,0.00131582,0.00131582,0.00131582 6,48.2115,0.253,0.78,1,1.39121,0.00128753,0.00128753,0.00128753 7,53.8989,0.26497,0.91333,1,0.34656,0.00125923,0.00125923,0.00125923 8,58.7079,0.19846,0.88,1,0.36226,0.00123094,0.00123094,0.00123094 9,63.4706,0.22324,0.88,1,0.32712,0.00120265,0.00120265,0.00120265 10,68.4538,0.20243,0.95333,1,0.16115,0.00117435,0.00117435,0.00117435 11,72.7846,0.16266,0.9,1,0.20503,0.00114606,0.00114606,0.00114606 12,77.4347,0.183,0.96,1,0.09489,0.00111776,0.00111776,0.00111776 13,82.2759,0.11574,0.94,1,0.15847,0.00108947,0.00108947,0.00108947 14,86.9616,0.13162,0.9,1,0.31243,0.00106118,0.00106118,0.00106118 15,91.4902,0.14912,0.96,1,0.11051,0.00103288,0.00103288,0.00103288 16,95.8611,0.12044,0.96667,1,0.07873,0.00100459,0.00100459,0.00100459 17,100.182,0.11352,0.92667,1,0.23683,0.000976293,0.000976293,0.000976293 18,104.719,0.11058,0.96,1,0.10991,0.000947999,0.000947999,0.000947999 19,109.18,0.07388,0.96667,1,0.08041,0.000919704,0.000919704,0.000919704 20,113.724,0.0676,0.95333,1,0.15167,0.00089141,0.00089141,0.00089141 21,118.328,0.10912,0.95333,1,0.09731,0.000863116,0.000863116,0.000863116 22,123.003,0.09131,0.93333,1,0.11433,0.000834822,0.000834822,0.000834822 23,127.448,0.07576,0.94667,1,0.13943,0.000806528,0.000806528,0.000806528 24,131.712,0.10455,0.91333,1,0.21007,0.000778233,0.000778233,0.000778233 25,136.113,0.08877,0.86667,1,0.50044,0.000749939,0.000749939,0.000749939 26,140.704,0.08691,0.9,1,0.34083,0.000721645,0.000721645,0.000721645 27,145.467,0.05855,0.91333,1,0.25338,0.000693351,0.000693351,0.000693351 28,149.992,0.06557,0.94,1,0.14813,0.000665057,0.000665057,0.000665057 29,154.282,0.05799,0.94,1,0.15513,0.000636762,0.000636762,0.000636762 30,158.984,0.05786,0.98,1,0.06441,0.000608468,0.000608468,0.000608468 31,163.284,0.04731,0.98,1,0.04349,0.000580174,0.000580174,0.000580174 32,167.855,0.04791,0.90667,1,0.24226,0.00055188,0.00055188,0.00055188 33,172.75,0.05605,0.96667,1,0.0923,0.000523586,0.000523586,0.000523586 34,177.572,0.04981,0.94667,1,0.10938,0.000495291,0.000495291,0.000495291 35,181.972,0.04335,0.87333,1,0.25908,0.000466997,0.000466997,0.000466997 36,186.349,0.04659,0.90667,1,0.28723,0.000438703,0.000438703,0.000438703 37,190.814,0.04157,0.92667,1,0.14376,0.000410409,0.000410409,0.000410409 38,195.483,0.04647,0.93333,1,0.15111,0.000382115,0.000382115,0.000382115 39,199.81,0.0404,0.93333,1,0.14298,0.00035382,0.00035382,0.00035382 40,205.35,0.03053,0.96,1,0.08349,0.000325526,0.000325526,0.000325526 41,255.616,0.0345,0.93333,1,0.11085,0.000297232,0.000297232,0.000297232 42,261.384,0.02784,0.92667,1,0.18352,0.000268938,0.000268938,0.000268938 43,266.176,0.03198,0.98,1,0.05693,0.000240644,0.000240644,0.000240644 44,271.048,0.0281,0.95333,1,0.08433,0.000212349,0.000212349,0.000212349 45,276.01,0.02883,0.94667,1,0.10117,0.000184055,0.000184055,0.000184055 46,280.37,0.03334,0.98,1,0.0608,0.000155761,0.000155761,0.000155761 47,284.756,0.03015,0.96,1,0.07358,0.000127467,0.000127467,0.000127467 48,289.108,0.03091,0.94667,1,0.09654,9.91726e-05,9.91726e-05,9.91726e-05 49,293.298,0.02845,0.94667,1,0.09857,7.08784e-05,7.08784e-05,7.08784e-05 50,297.472,0.02004,0.96,1,0.09198,4.25842e-05,4.25842e-05,4.25842e-05