| epoch, train/loss, metrics/accuracy_top1, metrics/accuracy_top5, val/loss, lr/pg0, lr/pg1, lr/pg2 | |
| 1, 1.4451, 0.83099, 1, 1.4348, 0.00023157, 0.00023157, 0.00023157 | |
| 2, 0.64566, 0.90141, 0.99296, 1.202, 0.00046492, 0.00046492, 0.00046492 | |
| 3, 0.46756, 0.91549, 0.99296, 1.1523, 0.00069356, 0.00069356, 0.00069356 | |
| 4, 0.37288, 0.9507, 0.99296, 1.1553, 0.00069279, 0.00069279, 0.00069279 | |
| 5, 0.30248, 0.92958, 0.99296, 1.1385, 0.00068573, 0.00068573, 0.00068573 | |
| 6, 0.21275, 0.94366, 0.99296, 1.1252, 0.00067866, 0.00067866, 0.00067866 | |
| 7, 0.19737, 0.94366, 0.99296, 1.1256, 0.00067159, 0.00067159, 0.00067159 | |
| 8, 0.15099, 0.95775, 1, 1.1256, 0.00066452, 0.00066452, 0.00066452 | |
| 9, 0.11586, 0.95775, 1, 1.1135, 0.00065745, 0.00065745, 0.00065745 | |
| 10, 0.13721, 0.96479, 1, 1.0939, 0.00065038, 0.00065038, 0.00065038 | |
| 11, 0.137, 0.94366, 0.99296, 1.1014, 0.00064331, 0.00064331, 0.00064331 | |
| 12, 0.08138, 0.95775, 0.99296, 1.0943, 0.00063625, 0.00063625, 0.00063625 | |
| 13, 0.07742, 0.95775, 1, 1.0941, 0.00062918, 0.00062918, 0.00062918 | |
| 14, 0.11946, 0.93662, 1, 1.1119, 0.00062211, 0.00062211, 0.00062211 | |
| 15, 0.09459, 0.9507, 1, 1.1, 0.00061504, 0.00061504, 0.00061504 | |
| 16, 0.08792, 0.93662, 1, 1.1033, 0.00060797, 0.00060797, 0.00060797 | |
| 17, 0.08993, 0.94366, 1, 1.1092, 0.0006009, 0.0006009, 0.0006009 | |
| 18, 0.09229, 0.94366, 1, 1.1084, 0.00059383, 0.00059383, 0.00059383 | |
| 19, 0.06277, 0.94366, 1, 1.1019, 0.00058677, 0.00058677, 0.00058677 | |
| 20, 0.05816, 0.94366, 1, 1.1096, 0.0005797, 0.0005797, 0.0005797 | |
| 21, 0.05505, 0.94366, 1, 1.1082, 0.00057263, 0.00057263, 0.00057263 | |
| 22, 0.03803, 0.9507, 1, 1.0967, 0.00056556, 0.00056556, 0.00056556 | |
| 23, 0.05385, 0.9507, 1, 1.1082, 0.00055849, 0.00055849, 0.00055849 | |
| 24, 0.04941, 0.93662, 1, 1.1062, 0.00055142, 0.00055142, 0.00055142 | |
| 25, 0.0336, 0.94366, 1, 1.1041, 0.00054435, 0.00054435, 0.00054435 | |
| 26, 0.03592, 0.95775, 1, 1.1041, 0.00053728, 0.00053728, 0.00053728 | |
| 27, 0.03549, 0.95775, 1, 1.1039, 0.00053022, 0.00053022, 0.00053022 | |
| 28, 0.0381, 0.95775, 1, 1.0904, 0.00052315, 0.00052315, 0.00052315 | |
| 29, 0.033, 0.96479, 1, 1.0967, 0.00051608, 0.00051608, 0.00051608 | |
| 30, 0.02672, 0.9507, 1, 1.0918, 0.00050901, 0.00050901, 0.00050901 | |
| 31, 0.02363, 0.94366, 1, 1.1041, 0.00050194, 0.00050194, 0.00050194 | |
| 32, 0.0432, 0.95775, 1, 1.0943, 0.00049487, 0.00049487, 0.00049487 | |
| 33, 0.02597, 0.94366, 1, 1.1043, 0.0004878, 0.0004878, 0.0004878 | |
| 34, 0.03105, 0.94366, 1, 1.1113, 0.00048074, 0.00048074, 0.00048074 | |
| 35, 0.04371, 0.94366, 1, 1.0943, 0.00047367, 0.00047367, 0.00047367 | |
| 36, 0.06177, 0.96479, 1, 1.0832, 0.0004666, 0.0004666, 0.0004666 | |
| 37, 0.07132, 0.96479, 1, 1.0832, 0.00045953, 0.00045953, 0.00045953 | |
| 38, 0.03094, 0.95775, 1, 1.0947, 0.00045246, 0.00045246, 0.00045246 | |
| 39, 0.04341, 0.97887, 1, 1.0863, 0.00044539, 0.00044539, 0.00044539 | |
| 40, 0.02172, 0.95775, 1, 1.085, 0.00043832, 0.00043832, 0.00043832 | |
| 41, 0.032, 0.96479, 1, 1.0889, 0.00043126, 0.00043126, 0.00043126 | |
| 42, 0.02171, 0.96479, 1, 1.085, 0.00042419, 0.00042419, 0.00042419 | |
| 43, 0.01951, 0.96479, 1, 1.0836, 0.00041712, 0.00041712, 0.00041712 | |
| 44, 0.04394, 0.95775, 1, 1.0936, 0.00041005, 0.00041005, 0.00041005 | |
| 45, 0.01902, 0.96479, 1, 1.0813, 0.00040298, 0.00040298, 0.00040298 | |
| 46, 0.04116, 0.96479, 1, 1.0904, 0.00039591, 0.00039591, 0.00039591 | |
| 47, 0.0512, 0.98592, 1, 1.0799, 0.00038884, 0.00038884, 0.00038884 | |
| 48, 0.01799, 0.96479, 1, 1.0848, 0.00038178, 0.00038178, 0.00038178 | |
| 49, 0.03392, 0.9507, 1, 1.0891, 0.00037471, 0.00037471, 0.00037471 | |
| 50, 0.04188, 0.9507, 1, 1.0957, 0.00036764, 0.00036764, 0.00036764 | |
| 51, 0.02717, 0.9507, 1, 1.0908, 0.00036057, 0.00036057, 0.00036057 | |
| 52, 0.01847, 0.9507, 1, 1.0936, 0.0003535, 0.0003535, 0.0003535 | |
| 53, 0.02323, 0.9507, 1, 1.0967, 0.00034643, 0.00034643, 0.00034643 | |
| 54, 0.03291, 0.94366, 1, 1.0916, 0.00033936, 0.00033936, 0.00033936 | |
| 55, 0.02389, 0.9507, 1, 1.0824, 0.0003323, 0.0003323, 0.0003323 | |
| 56, 0.02612, 0.96479, 1, 1.0926, 0.00032523, 0.00032523, 0.00032523 | |
| 57, 0.0165, 0.9507, 1, 1.0871, 0.00031816, 0.00031816, 0.00031816 | |
| 58, 0.01978, 0.9507, 1, 1.1014, 0.00031109, 0.00031109, 0.00031109 | |
| 59, 0.01593, 0.9507, 1, 1.0932, 0.00030402, 0.00030402, 0.00030402 | |
| 60, 0.00771, 0.94366, 1, 1.0928, 0.00029695, 0.00029695, 0.00029695 | |
| 61, 0.02831, 0.9507, 1, 1.0898, 0.00028988, 0.00028988, 0.00028988 | |
| 62, 0.02913, 0.94366, 1, 1.1123, 0.00028282, 0.00028282, 0.00028282 | |
| 63, 0.03441, 0.94366, 1, 1.0984, 0.00027575, 0.00027575, 0.00027575 | |
| 64, 0.02507, 0.93662, 1, 1.0953, 0.00026868, 0.00026868, 0.00026868 | |
| 65, 0.03046, 0.9507, 1, 1.091, 0.00026161, 0.00026161, 0.00026161 | |
| 66, 0.01546, 0.95775, 1, 1.0861, 0.00025454, 0.00025454, 0.00025454 | |
| 67, 0.01936, 0.95775, 1, 1.0885, 0.00024747, 0.00024747, 0.00024747 | |
| 68, 0.03504, 0.95775, 1, 1.0912, 0.0002404, 0.0002404, 0.0002404 | |
| 69, 0.01841, 0.92958, 1, 1.1078, 0.00023334, 0.00023334, 0.00023334 | |
| 70, 0.01763, 0.9507, 1, 1.091, 0.00022627, 0.00022627, 0.00022627 | |
| 71, 0.01643, 0.9507, 1, 1.1006, 0.0002192, 0.0002192, 0.0002192 | |
| 72, 0.01105, 0.95775, 1, 1.0906, 0.00021213, 0.00021213, 0.00021213 | |
| 73, 0.00769, 0.94366, 1, 1.0918, 0.00020506, 0.00020506, 0.00020506 | |
| 74, 0.00989, 0.95775, 1, 1.0953, 0.00019799, 0.00019799, 0.00019799 | |
| 75, 0.01301, 0.9507, 1, 1.0996, 0.00019092, 0.00019092, 0.00019092 | |
| 76, 0.01345, 0.9507, 1, 1.0941, 0.00018385, 0.00018385, 0.00018385 | |
| 77, 0.00888, 0.94366, 1, 1.0916, 0.00017679, 0.00017679, 0.00017679 | |
| 78, 0.00971, 0.93662, 1, 1.0967, 0.00016972, 0.00016972, 0.00016972 | |
| 79, 0.01685, 0.94366, 1, 1.0996, 0.00016265, 0.00016265, 0.00016265 | |
| 80, 0.00793, 0.93662, 1, 1.1041, 0.00015558, 0.00015558, 0.00015558 | |
| 81, 0.00716, 0.94366, 1, 1.1115, 0.00014851, 0.00014851, 0.00014851 | |
| 82, 0.0069, 0.94366, 1, 1.1055, 0.00014144, 0.00014144, 0.00014144 | |
| 83, 0.0039, 0.93662, 1, 1.1035, 0.00013437, 0.00013437, 0.00013437 | |
| 84, 0.0061, 0.93662, 1, 1.0975, 0.00012731, 0.00012731, 0.00012731 | |
| 85, 0.00722, 0.93662, 1, 1.0965, 0.00012024, 0.00012024, 0.00012024 | |
| 86, 0.01103, 0.94366, 1, 1.0965, 0.00011317, 0.00011317, 0.00011317 | |
| 87, 0.0171, 0.94366, 1, 1.098, 0.0001061, 0.0001061, 0.0001061 | |
| 88, 0.00555, 0.94366, 1, 1.0943, 9.9032e-05, 9.9032e-05, 9.9032e-05 | |
| 89, 0.01206, 0.94366, 1, 1.1064, 9.1963e-05, 9.1963e-05, 9.1963e-05 | |
| 90, 0.00835, 0.93662, 1, 1.1045, 8.4895e-05, 8.4895e-05, 8.4895e-05 | |
| 91, 0.02702, 0.94366, 1, 1.0934, 7.7826e-05, 7.7826e-05, 7.7826e-05 | |
| 92, 0.00546, 0.94366, 1, 1.0957, 7.0757e-05, 7.0757e-05, 7.0757e-05 | |
| 93, 0.0051, 0.94366, 1, 1.0963, 6.3689e-05, 6.3689e-05, 6.3689e-05 | |
| 94, 0.01562, 0.93662, 1, 1.1068, 5.662e-05, 5.662e-05, 5.662e-05 | |
| 95, 0.02627, 0.93662, 1, 1.0965, 4.9552e-05, 4.9552e-05, 4.9552e-05 | |
| 96, 0.00532, 0.93662, 1, 1.1014, 4.2483e-05, 4.2483e-05, 4.2483e-05 | |
| 97, 0.01032, 0.94366, 1, 1.0965, 3.5414e-05, 3.5414e-05, 3.5414e-05 | |
| 98, 0.00554, 0.94366, 1, 1.1115, 2.8346e-05, 2.8346e-05, 2.8346e-05 | |
| 99, 0.00467, 0.93662, 1, 1.092, 2.1277e-05, 2.1277e-05, 2.1277e-05 | |
| 100, 0.0077, 0.94366, 1, 1.0984, 1.4209e-05, 1.4209e-05, 1.4209e-05 | |