File size: 33,936 Bytes
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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, 1.3517, 1.3756, 1.6063, 0.90761, 0.83748, 0.92264, 0.70411, 0.84287, 0.60709, 1.178, 0.0033308, 0.0033308, 0.0033308
2, 1.2333, 1.0541, 1.4862, 0.89672, 0.82413, 0.90567, 0.66937, 0.92434, 0.69678, 1.2201, 0.0065981, 0.0065981, 0.0065981
3, 1.3307, 1.2239, 1.5676, 0.86231, 0.70297, 0.81344, 0.57837, 1.0704, 0.89893, 1.3636, 0.0097995, 0.0097995, 0.0097995
4, 1.368, 1.3179, 1.6152, 0.8885, 0.78753, 0.87688, 0.65187, 0.9362, 0.73643, 1.2715, 0.009703, 0.009703, 0.009703
5, 1.2942, 1.199, 1.5604, 0.90088, 0.81064, 0.89348, 0.67475, 0.90501, 0.66901, 1.2332, 0.009703, 0.009703, 0.009703
6, 1.2488, 1.1227, 1.5206, 0.9141, 0.8287, 0.91345, 0.69597, 0.88183, 0.64657, 1.2014, 0.009604, 0.009604, 0.009604
7, 1.2115, 1.0636, 1.4889, 0.91461, 0.83903, 0.92167, 0.71753, 0.82144, 0.59287, 1.1639, 0.009505, 0.009505, 0.009505
8, 1.1769, 1.0133, 1.4617, 0.9434, 0.842, 0.93343, 0.72247, 0.82738, 0.58343, 1.1613, 0.009406, 0.009406, 0.009406
9, 1.1605, 0.98798, 1.4431, 0.91908, 0.8614, 0.937, 0.73397, 0.80138, 0.55395, 1.1432, 0.009307, 0.009307, 0.009307
10, 1.1314, 0.93676, 1.4224, 0.92797, 0.87403, 0.94569, 0.74861, 0.76642, 0.50879, 1.1173, 0.009208, 0.009208, 0.009208
11, 1.1192, 0.92105, 1.4164, 0.93774, 0.87101, 0.94428, 0.7512, 0.7691, 0.50017, 1.1198, 0.009109, 0.009109, 0.009109
12, 1.0958, 0.88546, 1.3974, 0.94604, 0.87708, 0.94845, 0.75636, 0.75845, 0.4879, 1.1185, 0.00901, 0.00901, 0.00901
13, 1.091, 0.86762, 1.3893, 0.94699, 0.8805, 0.94922, 0.7613, 0.74952, 0.47536, 1.1096, 0.008911, 0.008911, 0.008911
14, 1.0738, 0.84921, 1.3821, 0.94909, 0.87336, 0.94993, 0.76554, 0.73693, 0.46766, 1.1031, 0.008812, 0.008812, 0.008812
15, 1.0658, 0.83609, 1.3675, 0.95357, 0.87677, 0.95387, 0.77467, 0.72069, 0.45378, 1.0797, 0.008713, 0.008713, 0.008713
16, 1.0508, 0.82026, 1.354, 0.95142, 0.88404, 0.95593, 0.77323, 0.73, 0.44714, 1.0867, 0.008614, 0.008614, 0.008614
17, 1.0404, 0.8056, 1.3536, 0.95405, 0.89175, 0.9601, 0.7795, 0.71334, 0.43095, 1.0948, 0.008515, 0.008515, 0.008515
18, 1.0335, 0.80188, 1.3464, 0.94036, 0.9019, 0.95726, 0.77851, 0.71539, 0.43368, 1.0906, 0.008416, 0.008416, 0.008416
19, 1.0164, 0.77884, 1.3394, 0.95575, 0.89063, 0.96054, 0.78514, 0.70434, 0.41619, 1.0788, 0.008317, 0.008317, 0.008317
20, 1.0096, 0.76814, 1.3193, 0.95473, 0.90061, 0.96217, 0.78671, 0.70266, 0.4109, 1.0857, 0.008218, 0.008218, 0.008218
21, 0.9978, 0.75515, 1.3221, 0.94856, 0.90752, 0.96117, 0.79083, 0.69463, 0.40326, 1.0793, 0.008119, 0.008119, 0.008119
22, 0.99717, 0.74604, 1.3286, 0.95367, 0.90068, 0.96274, 0.79075, 0.69723, 0.40048, 1.0825, 0.00802, 0.00802, 0.00802
23, 0.98543, 0.7374, 1.3159, 0.95355, 0.9019, 0.96327, 0.79278, 0.69681, 0.39372, 1.0844, 0.007921, 0.007921, 0.007921
24, 0.97418, 0.72504, 1.3024, 0.95117, 0.90556, 0.96443, 0.79778, 0.68478, 0.39542, 1.0692, 0.007822, 0.007822, 0.007822
25, 0.96833, 0.71644, 1.2945, 0.95338, 0.90325, 0.96309, 0.79925, 0.68311, 0.3889, 1.0559, 0.007723, 0.007723, 0.007723
26, 0.96358, 0.70889, 1.2827, 0.94879, 0.91386, 0.96539, 0.79997, 0.68397, 0.37827, 1.057, 0.007624, 0.007624, 0.007624
27, 0.96267, 0.70386, 1.282, 0.95027, 0.91384, 0.9658, 0.79924, 0.68022, 0.38242, 1.0539, 0.007525, 0.007525, 0.007525
28, 0.94827, 0.69437, 1.2746, 0.95586, 0.90367, 0.96545, 0.79769, 0.68345, 0.38143, 1.0565, 0.007426, 0.007426, 0.007426
29, 0.9383, 0.68491, 1.2682, 0.95157, 0.90849, 0.96606, 0.80176, 0.68029, 0.37265, 1.0515, 0.007327, 0.007327, 0.007327
30, 0.93611, 0.68081, 1.2659, 0.95074, 0.91069, 0.96632, 0.80263, 0.67548, 0.37398, 1.054, 0.007228, 0.007228, 0.007228
31, 0.92929, 0.66978, 1.2584, 0.95318, 0.90905, 0.96568, 0.80312, 0.67385, 0.36936, 1.0487, 0.007129, 0.007129, 0.007129
32, 0.92141, 0.66179, 1.2538, 0.95191, 0.91728, 0.96609, 0.8036, 0.67313, 0.36635, 1.0494, 0.00703, 0.00703, 0.00703
33, 0.92316, 0.65672, 1.2555, 0.95889, 0.9107, 0.96766, 0.80706, 0.67008, 0.36221, 1.0484, 0.006931, 0.006931, 0.006931
34, 0.91567, 0.65146, 1.2479, 0.94553, 0.91972, 0.96786, 0.80621, 0.67007, 0.36048, 1.0493, 0.006832, 0.006832, 0.006832
35, 0.90673, 0.64225, 1.2382, 0.95013, 0.92044, 0.96758, 0.80674, 0.66709, 0.35752, 1.0441, 0.006733, 0.006733, 0.006733
36, 0.90697, 0.64565, 1.24, 0.95059, 0.92015, 0.96732, 0.80647, 0.66873, 0.35907, 1.0431, 0.006634, 0.006634, 0.006634
37, 0.89587, 0.63496, 1.2338, 0.9555, 0.91684, 0.9672, 0.80769, 0.66734, 0.36001, 1.0439, 0.006535, 0.006535, 0.006535
38, 0.89426, 0.62464, 1.2239, 0.95816, 0.91581, 0.96801, 0.80734, 0.66788, 0.35795, 1.0443, 0.006436, 0.006436, 0.006436
39, 0.88989, 0.61994, 1.2162, 0.958, 0.91679, 0.9677, 0.80707, 0.66853, 0.35592, 1.0407, 0.006337, 0.006337, 0.006337
40, 0.88334, 0.61399, 1.2203, 0.94531, 0.92378, 0.9676, 0.80692, 0.66968, 0.35493, 1.0429, 0.006238, 0.006238, 0.006238
41, 0.87562, 0.60823, 1.2177, 0.94278, 0.92679, 0.96781, 0.80798, 0.66822, 0.35467, 1.0434, 0.006139, 0.006139, 0.006139
42, 0.86736, 0.60489, 1.2176, 0.94675, 0.92414, 0.96789, 0.80962, 0.66875, 0.35456, 1.0459, 0.00604, 0.00604, 0.00604
43, 0.86289, 0.59754, 1.2114, 0.94669, 0.92094, 0.96723, 0.80942, 0.66867, 0.35453, 1.0475, 0.005941, 0.005941, 0.005941
44, 0.86459, 0.59639, 1.2055, 0.94982, 0.92045, 0.96809, 0.81034, 0.6669, 0.35346, 1.0455, 0.005842, 0.005842, 0.005842
45, 0.85676, 0.58809, 1.1974, 0.9536, 0.91728, 0.9685, 0.81094, 0.66647, 0.35302, 1.0442, 0.005743, 0.005743, 0.005743
46, 0.85408, 0.58397, 1.2014, 0.95447, 0.9185, 0.96878, 0.81137, 0.66639, 0.35227, 1.044, 0.005644, 0.005644, 0.005644
47, 0.84267, 0.57259, 1.1918, 0.95378, 0.91947, 0.9689, 0.81184, 0.66582, 0.35043, 1.0438, 0.005545, 0.005545, 0.005545
48, 0.84383, 0.57186, 1.1975, 0.95322, 0.91981, 0.96906, 0.81072, 0.6657, 0.34911, 1.0441, 0.005446, 0.005446, 0.005446
49, 0.84237, 0.57365, 1.1949, 0.95256, 0.92106, 0.96868, 0.81139, 0.66569, 0.34797, 1.0455, 0.005347, 0.005347, 0.005347
50, 0.83257, 0.56128, 1.1943, 0.95487, 0.91947, 0.96868, 0.81135, 0.6657, 0.34762, 1.0465, 0.005248, 0.005248, 0.005248
51, 0.82843, 0.55887, 1.1883, 0.95579, 0.91786, 0.96788, 0.81128, 0.66632, 0.34759, 1.0481, 0.005149, 0.005149, 0.005149
52, 0.82071, 0.54981, 1.1743, 0.95476, 0.91898, 0.96786, 0.81186, 0.66541, 0.34746, 1.0473, 0.00505, 0.00505, 0.00505
53, 0.81677, 0.54325, 1.1667, 0.95277, 0.92061, 0.968, 0.81186, 0.66615, 0.346, 1.0483, 0.004951, 0.004951, 0.004951
54, 0.81456, 0.54458, 1.1719, 0.94998, 0.92362, 0.96814, 0.81265, 0.66641, 0.34586, 1.0484, 0.004852, 0.004852, 0.004852
55, 0.80723, 0.53639, 1.1665, 0.95481, 0.9185, 0.96809, 0.81245, 0.66594, 0.34485, 1.0482, 0.004753, 0.004753, 0.004753
56, 0.80326, 0.53365, 1.1712, 0.95468, 0.91825, 0.96784, 0.8124, 0.66616, 0.34427, 1.049, 0.004654, 0.004654, 0.004654
57, 0.79603, 0.53165, 1.1661, 0.95199, 0.92143, 0.96841, 0.81213, 0.66592, 0.34407, 1.0493, 0.004555, 0.004555, 0.004555
58, 0.79427, 0.52617, 1.162, 0.95116, 0.92202, 0.96839, 0.81243, 0.66612, 0.34399, 1.0499, 0.004456, 0.004456, 0.004456
59, 0.79359, 0.52811, 1.1586, 0.95101, 0.92372, 0.96841, 0.81239, 0.66573, 0.34394, 1.0493, 0.004357, 0.004357, 0.004357
60, 0.78192, 0.51435, 1.1539, 0.94982, 0.9246, 0.96783, 0.81191, 0.66548, 0.34332, 1.0492, 0.004258, 0.004258, 0.004258
61, 0.77844, 0.50926, 1.1484, 0.95124, 0.92361, 0.96749, 0.81214, 0.66579, 0.34285, 1.0492, 0.004159, 0.004159, 0.004159
62, 0.78182, 0.5108, 1.1512, 0.95146, 0.9232, 0.96745, 0.81211, 0.66584, 0.34281, 1.0487, 0.00406, 0.00406, 0.00406
63, 0.77263, 0.50386, 1.1432, 0.9524, 0.92274, 0.96754, 0.8127, 0.66596, 0.34315, 1.0486, 0.003961, 0.003961, 0.003961
64, 0.76317, 0.4996, 1.146, 0.95245, 0.92143, 0.96727, 0.81153, 0.66554, 0.3431, 1.0487, 0.003862, 0.003862, 0.003862
65, 0.76029, 0.49614, 1.137, 0.95417, 0.91996, 0.96744, 0.81233, 0.66545, 0.34308, 1.0489, 0.003763, 0.003763, 0.003763
66, 0.75708, 0.48889, 1.1333, 0.95293, 0.92143, 0.96731, 0.81193, 0.66549, 0.34307, 1.0492, 0.003664, 0.003664, 0.003664
67, 0.75436, 0.48429, 1.1302, 0.95372, 0.92024, 0.96739, 0.81275, 0.66552, 0.34288, 1.0494, 0.003565, 0.003565, 0.003565
68, 0.74196, 0.48013, 1.1217, 0.95512, 0.91927, 0.96731, 0.81252, 0.6658, 0.34305, 1.0495, 0.003466, 0.003466, 0.003466
69, 0.74657, 0.47971, 1.1262, 0.95129, 0.9224, 0.96743, 0.81251, 0.66592, 0.34297, 1.0499, 0.003367, 0.003367, 0.003367
70, 0.74049, 0.47349, 1.1249, 0.95052, 0.92289, 0.96756, 0.81291, 0.666, 0.34246, 1.05, 0.003268, 0.003268, 0.003268
71, 0.73776, 0.47298, 1.1186, 0.95099, 0.92336, 0.96766, 0.81241, 0.66637, 0.34248, 1.0501, 0.003169, 0.003169, 0.003169
72, 0.72712, 0.46261, 1.1116, 0.95287, 0.92254, 0.9677, 0.81323, 0.66625, 0.34186, 1.0498, 0.00307, 0.00307, 0.00307
73, 0.7207, 0.46067, 1.113, 0.95421, 0.92216, 0.96741, 0.8134, 0.66627, 0.34176, 1.0499, 0.002971, 0.002971, 0.002971
74, 0.71687, 0.45816, 1.1172, 0.95423, 0.92289, 0.96715, 0.81343, 0.66687, 0.34186, 1.0509, 0.002872, 0.002872, 0.002872
75, 0.7102, 0.4521, 1.1111, 0.95456, 0.92278, 0.96752, 0.81323, 0.6671, 0.34147, 1.0515, 0.002773, 0.002773, 0.002773
76, 0.70818, 0.44942, 1.1092, 0.95479, 0.92411, 0.96749, 0.81299, 0.66791, 0.34086, 1.0527, 0.002674, 0.002674, 0.002674
77, 0.69813, 0.44352, 1.1052, 0.95504, 0.92411, 0.96766, 0.81325, 0.66724, 0.34097, 1.052, 0.002575, 0.002575, 0.002575
78, 0.6974, 0.44152, 1.0997, 0.95208, 0.92435, 0.96798, 0.81349, 0.66756, 0.34138, 1.0523, 0.002476, 0.002476, 0.002476
79, 0.69189, 0.43616, 1.098, 0.95259, 0.92435, 0.96797, 0.81383, 0.6676, 0.34105, 1.0528, 0.002377, 0.002377, 0.002377
80, 0.68427, 0.4314, 1.0931, 0.9525, 0.92482, 0.96762, 0.81354, 0.66775, 0.34115, 1.0534, 0.002278, 0.002278, 0.002278
81, 0.6814, 0.42971, 1.0873, 0.95123, 0.92606, 0.96735, 0.81365, 0.66738, 0.34166, 1.0532, 0.002179, 0.002179, 0.002179
82, 0.67501, 0.42638, 1.0879, 0.95088, 0.92631, 0.96715, 0.81374, 0.66753, 0.34172, 1.0535, 0.00208, 0.00208, 0.00208
83, 0.67242, 0.42234, 1.0864, 0.95136, 0.92591, 0.96758, 0.81372, 0.6674, 0.34124, 1.0536, 0.001981, 0.001981, 0.001981
84, 0.66697, 0.41638, 1.0763, 0.95326, 0.92533, 0.96751, 0.81398, 0.66724, 0.34113, 1.0535, 0.001882, 0.001882, 0.001882
85, 0.65869, 0.41221, 1.0739, 0.95347, 0.92506, 0.96744, 0.81421, 0.66698, 0.34098, 1.0537, 0.001783, 0.001783, 0.001783
86, 0.65955, 0.41019, 1.0767, 0.95512, 0.92411, 0.96759, 0.81415, 0.66727, 0.34116, 1.0542, 0.001684, 0.001684, 0.001684
87, 0.64716, 0.40251, 1.07, 0.95618, 0.92338, 0.9673, 0.81402, 0.66784, 0.34117, 1.0548, 0.001585, 0.001585, 0.001585
88, 0.64513, 0.40088, 1.063, 0.95588, 0.92387, 0.96717, 0.81447, 0.6675, 0.3409, 1.0546, 0.001486, 0.001486, 0.001486
89, 0.63969, 0.39948, 1.0572, 0.95597, 0.92362, 0.96707, 0.81447, 0.66771, 0.34045, 1.0549, 0.001387, 0.001387, 0.001387
90, 0.6337, 0.39164, 1.0574, 0.956, 0.9226, 0.96712, 0.8143, 0.66792, 0.34005, 1.0552, 0.001288, 0.001288, 0.001288
91, 0.59834, 0.27531, 1.0264, 0.9561, 0.92191, 0.96712, 0.81464, 0.66798, 0.33992, 1.0552, 0.001189, 0.001189, 0.001189
92, 0.58557, 0.26776, 1.014, 0.95893, 0.91972, 0.96687, 0.81472, 0.6682, 0.33998, 1.0556, 0.00109, 0.00109, 0.00109
93, 0.57745, 0.26407, 1.0098, 0.9597, 0.91947, 0.96682, 0.8154, 0.66866, 0.33953, 1.0562, 0.000991, 0.000991, 0.000991
94, 0.56437, 0.25748, 0.99914, 0.95964, 0.91947, 0.96682, 0.81493, 0.66881, 0.33965, 1.0564, 0.000892, 0.000892, 0.000892
95, 0.56335, 0.25718, 1.0012, 0.95972, 0.91947, 0.96678, 0.81471, 0.66909, 0.33911, 1.0571, 0.000793, 0.000793, 0.000793
96, 0.55091, 0.2532, 1.0003, 0.95955, 0.92034, 0.96669, 0.81482, 0.67004, 0.33934, 1.0583, 0.000694, 0.000694, 0.000694
97, 0.55037, 0.25005, 0.99836, 0.95655, 0.9224, 0.96661, 0.8149, 0.67029, 0.33942, 1.0591, 0.000595, 0.000595, 0.000595
98, 0.53835, 0.2412, 0.98924, 0.957, 0.92191, 0.96639, 0.8147, 0.67064, 0.33972, 1.0598, 0.000496, 0.000496, 0.000496
99, 0.52887, 0.24051, 0.98677, 0.95719, 0.92214, 0.96636, 0.81522, 0.67119, 0.33982, 1.0606, 0.000397, 0.000397, 0.000397
100, 0.52316, 0.23768, 0.98327, 0.95576, 0.92267, 0.96639, 0.81526, 0.67156, 0.34032, 1.0616, 0.000298, 0.000298, 0.000298
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