| epoch, train/box_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), val/box_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2 | |
| 1, 1.4442, 1.728, 1.1692, 0.88592, 0.76563, 0.85654, 0.52474, 1.3096, 1.044, 1.1546, 0.0033143, 0.0033143, 0.0033143 | |
| 2, 1.3557, 1.0041, 1.0855, 0.89814, 0.80581, 0.88483, 0.54657, 1.2765, 0.83776, 1.1074, 0.0066474, 0.0066474, 0.0066474 | |
| 3, 1.3595, 0.88955, 1.0639, 0.89368, 0.80663, 0.88495, 0.53423, 1.314, 0.98717, 1.1337, 0.0099799, 0.0099799, 0.0099799 | |
| 4, 1.3444, 0.81439, 1.0563, 0.8917, 0.82276, 0.89283, 0.55214, 1.3052, 0.79175, 1.0982, 0.0099976, 0.0099976, 0.0099976 | |
| 5, 1.3101, 0.76103, 1.0438, 0.91231, 0.83151, 0.90323, 0.56464, 1.2779, 0.6942, 1.083, 0.0099976, 0.0099976, 0.0099976 | |
| 6, 1.2914, 0.73049, 1.0329, 0.92189, 0.83661, 0.90764, 0.58024, 1.2424, 0.68615, 1.0779, 0.0099957, 0.0099957, 0.0099957 | |
| 7, 1.2747, 0.71315, 1.0275, 0.92636, 0.84716, 0.91565, 0.58903, 1.2428, 0.64619, 1.0605, 0.0099932, 0.0099932, 0.0099932 | |
| 8, 1.2662, 0.69661, 1.0211, 0.92034, 0.84746, 0.91731, 0.59094, 1.2295, 0.66932, 1.064, 0.0099902, 0.0099902, 0.0099902 | |
| 9, 1.2578, 0.68976, 1.0174, 0.93428, 0.85375, 0.92484, 0.60557, 1.2049, 0.61266, 1.0483, 0.0099867, 0.0099867, 0.0099867 | |
| 10, 1.242, 0.67405, 1.0125, 0.928, 0.85602, 0.92067, 0.6013, 1.2123, 0.6349, 1.0518, 0.0099826, 0.0099826, 0.0099826 | |
| 11, 1.2302, 0.66463, 1.0108, 0.93013, 0.84798, 0.9199, 0.60029, 1.2013, 0.65402, 1.0479, 0.009978, 0.009978, 0.009978 | |
| 12, 1.2361, 0.66323, 1.0113, 0.93568, 0.85857, 0.92899, 0.6145, 1.1973, 0.60306, 1.0397, 0.0099729, 0.0099729, 0.0099729 | |
| 13, 1.2212, 0.65037, 1.006, 0.93677, 0.86149, 0.92945, 0.60814, 1.1959, 0.59792, 1.0444, 0.0099672, 0.0099672, 0.0099672 | |
| 14, 1.2208, 0.64676, 1.0033, 0.93629, 0.86377, 0.93083, 0.61052, 1.195, 0.59648, 1.0457, 0.009961, 0.009961, 0.009961 | |
| 15, 1.21, 0.63671, 1.0043, 0.93671, 0.86313, 0.93046, 0.6173, 1.1861, 0.58527, 1.0404, 0.0099542, 0.0099542, 0.0099542 | |
| 16, 1.216, 0.63831, 1.0025, 0.93877, 0.86336, 0.93266, 0.61578, 1.1845, 0.5749, 1.0372, 0.0099469, 0.0099469, 0.0099469 | |
| 17, 1.2055, 0.63501, 0.99819, 0.94259, 0.8645, 0.93403, 0.61348, 1.1913, 0.57878, 1.0417, 0.0099391, 0.0099391, 0.0099391 | |
| 18, 1.2053, 0.63166, 0.99859, 0.93916, 0.86814, 0.9343, 0.61712, 1.1864, 0.57439, 1.0447, 0.0099307, 0.0099307, 0.0099307 | |
| 19, 1.1988, 0.62725, 0.99717, 0.93808, 0.87024, 0.93514, 0.62097, 1.1843, 0.56639, 1.0415, 0.0099218, 0.0099218, 0.0099218 | |
| 20, 1.1929, 0.61787, 0.99316, 0.94341, 0.86523, 0.9328, 0.61746, 1.1944, 0.56933, 1.0437, 0.0099123, 0.0099123, 0.0099123 | |
| 21, 1.1952, 0.61733, 0.99099, 0.94315, 0.86359, 0.93268, 0.61582, 1.1836, 0.57302, 1.0365, 0.0099023, 0.0099023, 0.0099023 | |
| 22, 1.1859, 0.6138, 0.98969, 0.93922, 0.8674, 0.93499, 0.6205, 1.1818, 0.56504, 1.041, 0.0098918, 0.0098918, 0.0098918 | |
| 23, 1.1861, 0.61529, 0.99249, 0.93933, 0.8758, 0.9367, 0.6237, 1.1765, 0.55941, 1.0299, 0.0098808, 0.0098808, 0.0098808 | |
| 24, 1.1843, 0.61248, 0.98994, 0.93964, 0.87407, 0.93791, 0.62489, 1.1663, 0.55183, 1.0237, 0.0098692, 0.0098692, 0.0098692 | |
| 25, 1.1859, 0.61162, 0.98647, 0.94278, 0.87388, 0.93695, 0.62726, 1.1694, 0.55327, 1.0262, 0.0098571, 0.0098571, 0.0098571 | |
| 26, 1.1793, 0.60634, 0.98584, 0.94155, 0.87379, 0.93849, 0.62464, 1.1726, 0.55055, 1.0271, 0.0098445, 0.0098445, 0.0098445 | |
| 27, 1.1773, 0.60539, 0.98501, 0.94634, 0.87479, 0.93916, 0.62554, 1.1705, 0.54592, 1.0303, 0.0098313, 0.0098313, 0.0098313 | |
| 28, 1.1698, 0.59851, 0.98335, 0.94504, 0.87461, 0.93949, 0.62886, 1.1619, 0.54367, 1.0279, 0.0098177, 0.0098177, 0.0098177 | |
| 29, 1.1671, 0.59866, 0.98218, 0.94009, 0.8789, 0.93888, 0.62818, 1.1592, 0.5408, 1.0255, 0.0098035, 0.0098035, 0.0098035 | |
| 30, 1.1733, 0.59852, 0.98513, 0.94798, 0.87517, 0.93873, 0.62611, 1.1614, 0.54293, 1.0253, 0.0097887, 0.0097887, 0.0097887 | |
| 31, 1.1676, 0.59731, 0.9801, 0.93909, 0.88227, 0.93961, 0.62938, 1.1624, 0.54301, 1.0221, 0.0097735, 0.0097735, 0.0097735 | |
| 32, 1.1659, 0.59794, 0.97901, 0.94988, 0.87334, 0.94041, 0.63284, 1.1497, 0.53575, 1.0139, 0.0097577, 0.0097577, 0.0097577 | |
| 33, 1.1635, 0.59628, 0.97824, 0.94707, 0.87671, 0.93904, 0.62787, 1.1556, 0.54196, 1.0212, 0.0097415, 0.0097415, 0.0097415 | |
| 34, 1.1597, 0.59249, 0.97765, 0.95098, 0.87343, 0.94191, 0.63442, 1.1589, 0.53321, 1.0227, 0.0097247, 0.0097247, 0.0097247 | |
| 35, 1.1647, 0.59284, 0.97865, 0.9536, 0.87707, 0.944, 0.63291, 1.1544, 0.53251, 1.0229, 0.0097074, 0.0097074, 0.0097074 | |
| 36, 1.1618, 0.59146, 0.97667, 0.95264, 0.87618, 0.94182, 0.63242, 1.1543, 0.52848, 1.0225, 0.0096895, 0.0096895, 0.0096895 | |
| 37, 1.1536, 0.58596, 0.97553, 0.95134, 0.8768, 0.94371, 0.63502, 1.1518, 0.52925, 1.0165, 0.0096712, 0.0096712, 0.0096712 | |
| 38, 1.1493, 0.58411, 0.9754, 0.94245, 0.88682, 0.94372, 0.63519, 1.1527, 0.52882, 1.0216, 0.0096524, 0.0096524, 0.0096524 | |
| 39, 1.1554, 0.5899, 0.976, 0.94776, 0.88245, 0.94346, 0.6341, 1.15, 0.52825, 1.0195, 0.0096331, 0.0096331, 0.0096331 | |
| 40, 1.1461, 0.58096, 0.97236, 0.95118, 0.87835, 0.94424, 0.63474, 1.1514, 0.52259, 1.0217, 0.0096132, 0.0096132, 0.0096132 | |
| 41, 1.1507, 0.58203, 0.97233, 0.95163, 0.87842, 0.94435, 0.63755, 1.151, 0.52118, 1.0187, 0.0095929, 0.0095929, 0.0095929 | |
| 42, 1.1428, 0.57753, 0.97419, 0.9508, 0.87908, 0.94202, 0.63643, 1.1506, 0.52158, 1.0186, 0.0095721, 0.0095721, 0.0095721 | |
| 43, 1.152, 0.58112, 0.97371, 0.95137, 0.87884, 0.9425, 0.63666, 1.1478, 0.52056, 1.0193, 0.0095507, 0.0095507, 0.0095507 | |
| 44, 1.1432, 0.5809, 0.97079, 0.95157, 0.88008, 0.94565, 0.63683, 1.1499, 0.51872, 1.0182, 0.0095289, 0.0095289, 0.0095289 | |
| 45, 1.1449, 0.581, 0.9715, 0.95456, 0.8778, 0.94368, 0.63674, 1.1502, 0.51955, 1.0196, 0.0095066, 0.0095066, 0.0095066 | |
| 46, 1.1417, 0.57931, 0.97116, 0.9512, 0.88284, 0.94392, 0.63679, 1.1482, 0.5168, 1.019, 0.0094838, 0.0094838, 0.0094838 | |
| 47, 1.1381, 0.57275, 0.96959, 0.94805, 0.88573, 0.94435, 0.63853, 1.1464, 0.51661, 1.0176, 0.0094605, 0.0094605, 0.0094605 | |
| 48, 1.1422, 0.57605, 0.96737, 0.95034, 0.88233, 0.94392, 0.63647, 1.1472, 0.51661, 1.0178, 0.0094367, 0.0094367, 0.0094367 | |
| 49, 1.1357, 0.57354, 0.9679, 0.95384, 0.8809, 0.9445, 0.6366, 1.1476, 0.51545, 1.0189, 0.0094125, 0.0094125, 0.0094125 | |
| 50, 1.1355, 0.57428, 0.96989, 0.95422, 0.88324, 0.9462, 0.63856, 1.1455, 0.511, 1.0169, 0.0093877, 0.0093877, 0.0093877 | |
| 51, 1.1344, 0.57526, 0.96914, 0.95253, 0.88324, 0.94529, 0.63915, 1.1432, 0.51173, 1.0153, 0.0093625, 0.0093625, 0.0093625 | |
| 52, 1.1387, 0.57432, 0.96534, 0.95139, 0.88682, 0.94595, 0.63963, 1.144, 0.51024, 1.0148, 0.0093368, 0.0093368, 0.0093368 | |
| 53, 1.1335, 0.57116, 0.96676, 0.94862, 0.88728, 0.94614, 0.64022, 1.1414, 0.50866, 1.0141, 0.0093107, 0.0093107, 0.0093107 | |
| 54, 1.1332, 0.57135, 0.96583, 0.95353, 0.88436, 0.94589, 0.64069, 1.1411, 0.50871, 1.0158, 0.0092841, 0.0092841, 0.0092841 | |
| 55, 1.1309, 0.56999, 0.96532, 0.951, 0.88775, 0.94642, 0.64132, 1.1377, 0.50822, 1.0126, 0.009257, 0.009257, 0.009257 | |
| 56, 1.1364, 0.57231, 0.96502, 0.94809, 0.89038, 0.94631, 0.64206, 1.1365, 0.50803, 1.0101, 0.0092294, 0.0092294, 0.0092294 | |
| 57, 1.135, 0.56884, 0.96437, 0.94709, 0.89065, 0.94758, 0.64217, 1.1386, 0.50747, 1.011, 0.0092014, 0.0092014, 0.0092014 | |
| 58, 1.1341, 0.57177, 0.96819, 0.95023, 0.89001, 0.94674, 0.64259, 1.1361, 0.50706, 1.0119, 0.009173, 0.009173, 0.009173 | |
| 59, 1.1365, 0.57024, 0.96533, 0.95684, 0.88489, 0.9467, 0.64233, 1.137, 0.50613, 1.0123, 0.009144, 0.009144, 0.009144 | |
| 60, 1.1315, 0.57089, 0.96391, 0.95084, 0.88764, 0.94711, 0.64248, 1.1398, 0.5051, 1.0122, 0.0091147, 0.0091147, 0.0091147 | |