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