| epoch,time,train/loss,metrics/accuracy_top1,metrics/accuracy_top5,val/loss,lr/pg0,lr/pg1,lr/pg2 | |
| 1,80.4611,0.4221,0.95175,1,0.17416,0.000184106,0.000184106,0.000184106 | |
| 2,159.226,0.41404,0.93129,0.99561,0.26277,0.000365782,0.000365782,0.000365782 | |
| 3,240.471,0.44539,0.90643,0.99854,0.31272,0.000543788,0.000543788,0.000543788 | |
| 4,315.947,0.42595,0.85819,0.99854,0.41599,0.000539487,0.000539487,0.000539487 | |
| 5,388.192,0.38084,0.90205,0.99708,0.35506,0.000533982,0.000533982,0.000533982 | |
| 6,460.704,0.39888,0.87135,0.99415,0.40925,0.000528478,0.000528478,0.000528478 | |
| 7,531.664,0.36018,0.87865,0.99415,0.42469,0.000522974,0.000522974,0.000522974 | |
| 8,600.492,0.31411,0.85965,0.99854,0.50999,0.000517469,0.000517469,0.000517469 | |
| 9,669.967,0.33235,0.87135,0.99269,0.47168,0.000511965,0.000511965,0.000511965 | |
| 10,738.163,0.28646,0.85088,0.99123,0.58497,0.00050646,0.00050646,0.00050646 | |
| 11,806.704,0.2808,0.8845,0.99415,0.44596,0.000500956,0.000500956,0.000500956 | |
| 12,874.999,0.25754,0.8655,0.99561,0.49316,0.000495452,0.000495452,0.000495452 | |
| 13,943.681,0.26501,0.86696,0.99708,0.49569,0.000489947,0.000489947,0.000489947 | |
| 14,1013.69,0.23499,0.8538,0.99415,0.58265,0.000484443,0.000484443,0.000484443 | |
| 15,1082.06,0.23324,0.84357,0.99708,0.63934,0.000478938,0.000478938,0.000478938 | |
| 16,1152.29,0.22972,0.8538,0.99269,0.54922,0.000473434,0.000473434,0.000473434 | |
| 17,1219.93,0.18793,0.86404,0.99123,0.52787,0.00046793,0.00046793,0.00046793 | |
| 18,1289.84,0.22478,0.85965,0.99123,0.61111,0.000462425,0.000462425,0.000462425 | |
| 19,1357.32,0.20971,0.86988,0.99269,0.54745,0.000456921,0.000456921,0.000456921 | |
| 20,1425.95,0.20253,0.86404,0.99123,0.52506,0.000451416,0.000451416,0.000451416 | |
| 21,1493.65,0.22843,0.86111,0.99123,0.58329,0.000445912,0.000445912,0.000445912 | |
| 22,1563.17,0.17004,0.86111,0.99561,0.59805,0.000440408,0.000440408,0.000440408 | |
| 23,1631.29,0.15338,0.8655,0.99123,0.62639,0.000434903,0.000434903,0.000434903 | |
| 24,1698.61,0.19432,0.87135,0.99269,0.54223,0.000429399,0.000429399,0.000429399 | |
| 25,1768.02,0.17754,0.86696,0.99561,0.63077,0.000423894,0.000423894,0.000423894 | |
| 26,1834.89,0.18605,0.8538,0.9883,0.61689,0.00041839,0.00041839,0.00041839 | |
| 27,1906.14,0.14582,0.86842,0.99123,0.59445,0.000412886,0.000412886,0.000412886 | |
| 28,1972.87,0.1383,0.86111,0.9883,0.65176,0.000407381,0.000407381,0.000407381 | |
| 29,2041.73,0.13531,0.8655,0.98977,0.69786,0.000401877,0.000401877,0.000401877 | |
| 30,2109.44,0.13598,0.86842,0.98977,0.73008,0.000396372,0.000396372,0.000396372 | |
| 31,2177.91,0.14715,0.86404,0.98977,0.70325,0.000390868,0.000390868,0.000390868 | |
| 32,2245.47,0.13642,0.86257,0.9883,0.67037,0.000385364,0.000385364,0.000385364 | |
| 33,2314.02,0.12945,0.85088,0.99123,0.68476,0.000379859,0.000379859,0.000379859 | |
| 34,2382.55,0.13776,0.87281,0.98684,0.6493,0.000374355,0.000374355,0.000374355 | |
| 35,2450.25,0.13918,0.87135,0.98977,0.60357,0.00036885,0.00036885,0.00036885 | |
| 36,2518.04,0.10628,0.86842,0.9883,0.60135,0.000363346,0.000363346,0.000363346 | |
| 37,2585.56,0.12458,0.87281,0.9883,0.69264,0.000357842,0.000357842,0.000357842 | |
| 38,2654.27,0.11582,0.86257,0.9883,0.68044,0.000352337,0.000352337,0.000352337 | |
| 39,2722.31,0.11269,0.8538,0.98684,0.77951,0.000346833,0.000346833,0.000346833 | |
| 40,2792.76,0.10596,0.85526,0.98684,0.71647,0.000341328,0.000341328,0.000341328 | |
| 41,2858.99,0.1121,0.85088,0.9883,0.69335,0.000335824,0.000335824,0.000335824 | |
| 42,2927.37,0.1097,0.85819,0.99123,0.68309,0.00033032,0.00033032,0.00033032 | |
| 43,2994.56,0.09902,0.86696,0.98538,0.67381,0.000324815,0.000324815,0.000324815 | |
| 44,3062.99,0.12266,0.85526,0.98684,0.72093,0.000319311,0.000319311,0.000319311 | |
| 45,3130.17,0.12818,0.8538,0.98538,0.8349,0.000313806,0.000313806,0.000313806 | |
| 46,3200.96,0.10774,0.86111,0.98392,0.74541,0.000308302,0.000308302,0.000308302 | |
| 47,3271.15,0.10089,0.86988,0.98684,0.73804,0.000302798,0.000302798,0.000302798 | |
| 48,3339.26,0.10585,0.86696,0.98538,0.70115,0.000297293,0.000297293,0.000297293 | |
| 49,3407.92,0.10085,0.86842,0.98538,0.76702,0.000291789,0.000291789,0.000291789 | |
| 50,3477.43,0.09918,0.86404,0.98392,0.70802,0.000286284,0.000286284,0.000286284 | |
| 51,3545.85,0.08716,0.87135,0.98977,0.65775,0.00028078,0.00028078,0.00028078 | |
| 52,3615.49,0.09266,0.86696,0.98977,0.71308,0.000275276,0.000275276,0.000275276 | |
| 53,3683.35,0.09597,0.88743,0.99269,0.58483,0.000269771,0.000269771,0.000269771 | |
| 54,3752.21,0.09656,0.85965,0.98538,0.66577,0.000264267,0.000264267,0.000264267 | |
| 55,3823,0.08125,0.86111,0.98538,0.6847,0.000258762,0.000258762,0.000258762 | |
| 56,3891.19,0.07679,0.87719,0.9883,0.6791,0.000253258,0.000253258,0.000253258 | |
| 57,3959.86,0.08516,0.85965,0.99269,0.74077,0.000247754,0.000247754,0.000247754 | |
| 58,4028.55,0.08207,0.87281,0.98977,0.67517,0.000242249,0.000242249,0.000242249 | |
| 59,4096.44,0.05856,0.87719,0.9883,0.69997,0.000236745,0.000236745,0.000236745 | |
| 60,4166.04,0.06648,0.87427,0.99123,0.74742,0.00023124,0.00023124,0.00023124 | |
| 61,4235.61,0.07284,0.87427,0.99123,0.70834,0.000225736,0.000225736,0.000225736 | |
| 62,4305.58,0.06628,0.87427,0.98246,0.69687,0.000220232,0.000220232,0.000220232 | |
| 63,4373.69,0.0576,0.85965,0.9883,0.73204,0.000214727,0.000214727,0.000214727 | |
| 64,4442.67,0.0507,0.87135,0.98977,0.73258,0.000209223,0.000209223,0.000209223 | |
| 65,4512.25,0.0607,0.8655,0.98392,0.7641,0.000203718,0.000203718,0.000203718 | |
| 66,4581.37,0.08404,0.85526,0.98392,0.83263,0.000198214,0.000198214,0.000198214 | |
| 67,4651.51,0.05453,0.86111,0.98538,0.77805,0.00019271,0.00019271,0.00019271 | |
| 68,4720.62,0.04901,0.87427,0.98684,0.70494,0.000187205,0.000187205,0.000187205 | |
| 69,4788.49,0.05591,0.88743,0.99123,0.6988,0.000181701,0.000181701,0.000181701 | |
| 70,4857.9,0.05411,0.87135,0.99123,0.74091,0.000176196,0.000176196,0.000176196 | |
| 71,4927.55,0.05251,0.87719,0.98977,0.67917,0.000170692,0.000170692,0.000170692 | |
| 72,4996.27,0.04814,0.87719,0.9883,0.71797,0.000165188,0.000165188,0.000165188 | |
| 73,5065.4,0.05529,0.87865,0.9883,0.67541,0.000159683,0.000159683,0.000159683 | |
| 74,5134.83,0.04638,0.88012,0.9883,0.71804,0.000154179,0.000154179,0.000154179 | |
| 75,5206.51,0.03909,0.88158,0.98977,0.70117,0.000148674,0.000148674,0.000148674 | |
| 76,5277.32,0.04272,0.87865,0.9883,0.66737,0.00014317,0.00014317,0.00014317 | |
| 77,5345.14,0.04608,0.86988,0.9883,0.70047,0.000137666,0.000137666,0.000137666 | |
| 78,5416.56,0.04808,0.87719,0.98684,0.66313,0.000132161,0.000132161,0.000132161 | |
| 79,5487.53,0.04681,0.88158,0.9883,0.70011,0.000126657,0.000126657,0.000126657 | |
| 80,5555.45,0.03761,0.87865,0.98684,0.69447,0.000121152,0.000121152,0.000121152 | |
| 81,5623.73,0.03915,0.87427,0.98538,0.72165,0.000115648,0.000115648,0.000115648 | |
| 82,5691.93,0.03438,0.87573,0.98684,0.67991,0.000110144,0.000110144,0.000110144 | |
| 83,5762.54,0.04985,0.86988,0.98977,0.73797,0.000104639,0.000104639,0.000104639 | |
| 84,5831.72,0.03392,0.88012,0.98977,0.6753,9.91348e-05,9.91348e-05,9.91348e-05 | |
| 85,5902.01,0.03409,0.87865,0.98977,0.70054,9.36304e-05,9.36304e-05,9.36304e-05 | |
| 86,5969.72,0.03688,0.87719,0.98684,0.74776,8.8126e-05,8.8126e-05,8.8126e-05 | |
| 87,6040.22,0.03015,0.87135,0.98392,0.72855,8.26216e-05,8.26216e-05,8.26216e-05 | |
| 88,6109.25,0.02726,0.88012,0.98392,0.70392,7.71172e-05,7.71172e-05,7.71172e-05 | |
| 89,6180.2,0.03641,0.87719,0.98246,0.72289,7.16128e-05,7.16128e-05,7.16128e-05 | |
| 90,6253.54,0.03054,0.88012,0.98684,0.7215,6.61084e-05,6.61084e-05,6.61084e-05 | |
| 91,6325.85,0.03577,0.88012,0.98392,0.70735,6.0604e-05,6.0604e-05,6.0604e-05 | |
| 92,6397.54,0.03161,0.88012,0.98392,0.71508,5.50996e-05,5.50996e-05,5.50996e-05 | |
| 93,6467.83,0.03297,0.88304,0.98538,0.68293,4.95952e-05,4.95952e-05,4.95952e-05 | |
| 94,6539.15,0.03013,0.88012,0.98684,0.71032,4.40908e-05,4.40908e-05,4.40908e-05 | |
| 95,6611.13,0.03757,0.87865,0.98684,0.72418,3.85864e-05,3.85864e-05,3.85864e-05 | |
| 96,6682.02,0.03134,0.87719,0.9883,0.70829,3.3082e-05,3.3082e-05,3.3082e-05 | |
| 97,6752.1,0.02886,0.8845,0.9883,0.73011,2.75776e-05,2.75776e-05,2.75776e-05 | |
| 98,6823.35,0.03917,0.88158,0.98977,0.74823,2.20732e-05,2.20732e-05,2.20732e-05 | |
| 99,6895.23,0.0284,0.88012,0.9883,0.72905,1.65688e-05,1.65688e-05,1.65688e-05 | |
| 100,6965.06,0.02947,0.8845,0.9883,0.69548,1.10644e-05,1.10644e-05,1.10644e-05 | |