CSV text
1
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
2
1, 1.0043, 1.1433, 1.4224, 0.8444, 0.72893, 0.8042, 0.5916, 0.92572, 0.86859, 1.4236, 0.00023747, 0.00023747, 0.00023747
3
2, 1.0097, 1.156, 1.4185, 0.84076, 0.70033, 0.80123, 0.58444, 0.95866, 0.85934, 1.4545, 0.00046893, 0.00046893, 0.00046893
4
3, 1.0237, 1.1921, 1.4405, 0.80794, 0.69478, 0.79269, 0.56085, 0.977, 0.88012, 1.4634, 0.00069385, 0.00069385, 0.00069385
5
4, 1.0343, 1.2009, 1.4408, 0.78107, 0.70395, 0.77231, 0.54078, 1.0293, 0.93374, 1.5045, 0.00068455, 0.00068455, 0.00068455
6
5, 1.0348, 1.215, 1.4426, 0.83177, 0.72068, 0.80598, 0.57864, 0.96713, 0.87298, 1.4469, 0.00067473, 0.00067473, 0.00067473
7
6, 1.029, 1.1834, 1.4359, 0.81675, 0.72449, 0.80051, 0.56745, 0.99292, 0.87915, 1.4727, 0.00066491, 0.00066491, 0.00066491
8
7, 1.0184, 1.1767, 1.4303, 0.85253, 0.73716, 0.82032, 0.589, 0.97975, 0.88663, 1.4672, 0.00065509, 0.00065509, 0.00065509
9
8, 1.0135, 1.1683, 1.422, 0.83146, 0.72969, 0.8079, 0.57607, 0.98194, 0.85808, 1.4602, 0.00064528, 0.00064528, 0.00064528
10
9, 1.0113, 1.147, 1.4214, 0.84009, 0.72035, 0.80932, 0.58369, 0.94497, 0.86078, 1.4245, 0.00063546, 0.00063546, 0.00063546
11
10, 1.0096, 1.1602, 1.4168, 0.86559, 0.69619, 0.8104, 0.58528, 0.95438, 0.84525, 1.4286, 0.00062564, 0.00062564, 0.00062564
12
11, 0.99554, 1.1393, 1.4109, 0.85336, 0.74225, 0.82791, 0.59931, 0.94801, 0.83235, 1.4194, 0.00061583, 0.00061583, 0.00061583
13
12, 0.99666, 1.1418, 1.4137, 0.82821, 0.76739, 0.81994, 0.59567, 0.96797, 0.83502, 1.4484, 0.00060601, 0.00060601, 0.00060601
14
13, 0.9846, 1.1128, 1.3951, 0.80304, 0.78014, 0.81921, 0.5993, 0.91703, 0.81215, 1.4036, 0.00059619, 0.00059619, 0.00059619
15
14, 0.98931, 1.118, 1.4012, 0.78862, 0.76943, 0.81794, 0.60158, 0.91427, 0.80979, 1.3947, 0.00058637, 0.00058637, 0.00058637
16
15, 0.98018, 1.0959, 1.3883, 0.85091, 0.76322, 0.83537, 0.61137, 0.92589, 0.77931, 1.401, 0.00057655, 0.00057655, 0.00057655
17
16, 0.9781, 1.0989, 1.3959, 0.86664, 0.74775, 0.83211, 0.608, 0.89805, 0.77429, 1.3781, 0.00056674, 0.00056674, 0.00056674
18
17, 0.96798, 1.0806, 1.3857, 0.85833, 0.74056, 0.8337, 0.61936, 0.90595, 0.77735, 1.3838, 0.00055692, 0.00055692, 0.00055692
19
18, 0.97954, 1.0808, 1.3906, 0.87006, 0.77717, 0.85344, 0.63992, 0.89321, 0.74737, 1.3732, 0.0005471, 0.0005471, 0.0005471
20
19, 0.95821, 1.0648, 1.3738, 0.85479, 0.7909, 0.84807, 0.62656, 0.90285, 0.75988, 1.3794, 0.00053728, 0.00053728, 0.00053728
21
20, 0.95399, 1.066, 1.378, 0.86738, 0.77982, 0.855, 0.64176, 0.87364, 0.7438, 1.3526, 0.00052747, 0.00052747, 0.00052747
22
21, 0.95035, 1.0564, 1.3703, 0.86822, 0.76868, 0.85385, 0.64075, 0.86932, 0.75391, 1.3478, 0.00051765, 0.00051765, 0.00051765
23
22, 0.95852, 1.0617, 1.3725, 0.8824, 0.76822, 0.86031, 0.65058, 0.84303, 0.70918, 1.317, 0.00050783, 0.00050783, 0.00050783
24
23, 0.95714, 1.0544, 1.37, 0.86224, 0.78457, 0.85679, 0.64713, 0.85638, 0.71868, 1.3341, 0.00049801, 0.00049801, 0.00049801
25
24, 0.93726, 1.039, 1.359, 0.90028, 0.79174, 0.87606, 0.66886, 0.82887, 0.70412, 1.3098, 0.0004882, 0.0004882, 0.0004882
26
25, 0.94062, 1.0301, 1.36, 0.87578, 0.79926, 0.87331, 0.66617, 0.82575, 0.69873, 1.3078, 0.00047838, 0.00047838, 0.00047838
27
26, 0.93305, 1.0247, 1.3502, 0.88723, 0.79358, 0.8723, 0.66695, 0.82382, 0.69703, 1.3041, 0.00046856, 0.00046856, 0.00046856
28
27, 0.92727, 1.0165, 1.3517, 0.89247, 0.78658, 0.86955, 0.66548, 0.81901, 0.69, 1.3032, 0.00045874, 0.00045874, 0.00045874
29
28, 0.93585, 1.0238, 1.3516, 0.89503, 0.80074, 0.88134, 0.67668, 0.80355, 0.68187, 1.2831, 0.00044893, 0.00044893, 0.00044893
30
29, 0.92827, 1.005, 1.3485, 0.87796, 0.79371, 0.87351, 0.67303, 0.79625, 0.68569, 1.2831, 0.00043911, 0.00043911, 0.00043911
31
30, 0.91866, 1.0103, 1.343, 0.89309, 0.80614, 0.88729, 0.68429, 0.78938, 0.65995, 1.2687, 0.00042929, 0.00042929, 0.00042929
32
31, 0.91065, 0.99515, 1.3402, 0.89415, 0.78133, 0.8794, 0.68433, 0.78675, 0.66986, 1.2639, 0.00041947, 0.00041947, 0.00041947
33
32, 0.90428, 0.98139, 1.3328, 0.90235, 0.80397, 0.88781, 0.68816, 0.78838, 0.65134, 1.2648, 0.00040966, 0.00040966, 0.00040966
34
33, 0.91199, 0.99161, 1.3351, 0.88917, 0.81866, 0.88711, 0.69043, 0.77061, 0.65676, 1.2524, 0.00039984, 0.00039984, 0.00039984
35
34, 0.89177, 0.95973, 1.3199, 0.89933, 0.79939, 0.88426, 0.68643, 0.76679, 0.63619, 1.2489, 0.00039002, 0.00039002, 0.00039002
36
35, 0.89758, 0.96595, 1.3279, 0.89614, 0.81349, 0.89333, 0.69614, 0.76119, 0.65202, 1.2457, 0.0003802, 0.0003802, 0.0003802
37
36, 0.89248, 0.96531, 1.3259, 0.92155, 0.79858, 0.89243, 0.69351, 0.75566, 0.63748, 1.2394, 0.00037039, 0.00037039, 0.00037039
38
37, 0.88792, 0.95983, 1.3233, 0.91561, 0.81817, 0.89649, 0.70374, 0.75086, 0.62909, 1.2286, 0.00036057, 0.00036057, 0.00036057
39
38, 0.88273, 0.93953, 1.3181, 0.89805, 0.79915, 0.89379, 0.70374, 0.75407, 0.62642, 1.2305, 0.00035075, 0.00035075, 0.00035075
40
39, 0.88403, 0.95233, 1.3168, 0.90858, 0.82443, 0.89875, 0.70784, 0.74634, 0.61693, 1.2249, 0.00034094, 0.00034094, 0.00034094
41
40, 0.88087, 0.94779, 1.3161, 0.91216, 0.81891, 0.8962, 0.7032, 0.74949, 0.61825, 1.2306, 0.00033112, 0.00033112, 0.00033112
42
41, 0.88568, 0.95354, 1.3196, 0.92109, 0.79844, 0.89525, 0.70506, 0.74902, 0.61742, 1.2275, 0.0003213, 0.0003213, 0.0003213
43
42, 0.86898, 0.91739, 1.3009, 0.92092, 0.8167, 0.89763, 0.70791, 0.72831, 0.6031, 1.2066, 0.00031148, 0.00031148, 0.00031148
44
43, 0.87647, 0.93493, 1.3061, 0.91483, 0.81715, 0.89846, 0.71627, 0.7127, 0.59859, 1.1934, 0.00030167, 0.00030167, 0.00030167
45
44, 0.86093, 0.91659, 1.297, 0.90521, 0.8177, 0.9062, 0.72087, 0.72473, 0.59155, 1.2053, 0.00029185, 0.00029185, 0.00029185
46
45, 0.85619, 0.91127, 1.2949, 0.90819, 0.84415, 0.90633, 0.72196, 0.71329, 0.58938, 1.1947, 0.00028203, 0.00028203, 0.00028203
47
46, 0.85006, 0.90261, 1.2864, 0.92461, 0.81261, 0.90643, 0.72273, 0.71349, 0.58709, 1.191, 0.00027221, 0.00027221, 0.00027221
48
47, 0.85345, 0.90967, 1.2976, 0.92258, 0.81583, 0.90722, 0.72293, 0.71505, 0.59379, 1.1924, 0.0002624, 0.0002624, 0.0002624
49
48, 0.84406, 0.90135, 1.2857, 0.92504, 0.82168, 0.90705, 0.72587, 0.70365, 0.59068, 1.1818, 0.00025258, 0.00025258, 0.00025258
50
49, 0.83756, 0.88972, 1.285, 0.92771, 0.83461, 0.9157, 0.73865, 0.69758, 0.56967, 1.1736, 0.00024276, 0.00024276, 0.00024276
51
50, 0.84458, 0.88741, 1.2834, 0.93233, 0.83258, 0.91298, 0.73234, 0.69877, 0.56864, 1.1756, 0.00023294, 0.00023294, 0.00023294
52
51, 0.8396, 0.88792, 1.2816, 0.93025, 0.82692, 0.91289, 0.73536, 0.69544, 0.56412, 1.1709, 0.00022313, 0.00022313, 0.00022313
53
52, 0.83045, 0.88261, 1.2731, 0.92755, 0.83147, 0.91308, 0.73585, 0.68687, 0.56832, 1.1662, 0.00021331, 0.00021331, 0.00021331
54
53, 0.84087, 0.89317, 1.2805, 0.9291, 0.83658, 0.91122, 0.73669, 0.6801, 0.56284, 1.1612, 0.00020349, 0.00020349, 0.00020349
55
54, 0.81466, 0.86312, 1.2691, 0.92849, 0.84417, 0.91479, 0.73756, 0.68188, 0.55212, 1.1598, 0.00019367, 0.00019367, 0.00019367
56
55, 0.83253, 0.88065, 1.2768, 0.92205, 0.84128, 0.91418, 0.73837, 0.67635, 0.5662, 1.156, 0.00018385, 0.00018385, 0.00018385
57
56, 0.81605, 0.86408, 1.2709, 0.926, 0.84012, 0.91597, 0.74528, 0.67427, 0.55632, 1.155, 0.00017404, 0.00017404, 0.00017404
58
57, 0.81393, 0.85876, 1.2649, 0.92985, 0.83957, 0.91883, 0.74656, 0.66688, 0.54802, 1.1473, 0.00016422, 0.00016422, 0.00016422
59
58, 0.81208, 0.86249, 1.2599, 0.9039, 0.85024, 0.91689, 0.74478, 0.67071, 0.55274, 1.1521, 0.0001544, 0.0001544, 0.0001544
60
59, 0.81365, 0.84921, 1.265, 0.91249, 0.84825, 0.9158, 0.7439, 0.66283, 0.54694, 1.1442, 0.00014458, 0.00014458, 0.00014458
61
60, 0.8048, 0.84705, 1.2606, 0.92601, 0.85039, 0.91844, 0.74432, 0.6603, 0.54796, 1.1414, 0.00013477, 0.00013477, 0.00013477
62
61, 0.80842, 0.84358, 1.2571, 0.92334, 0.85092, 0.91855, 0.74567, 0.65565, 0.54068, 1.1376, 0.00012495, 0.00012495, 0.00012495
63
62, 0.80172, 0.84444, 1.2544, 0.92352, 0.85357, 0.91878, 0.7486, 0.65516, 0.53803, 1.1366, 0.00011513, 0.00011513, 0.00011513
64
63, 0.75393, 0.67219, 1.2909, 0.92182, 0.85147, 0.91685, 0.73879, 0.6709, 0.54515, 1.1465, 0.00010531, 0.00010531, 0.00010531
65
64, 0.72983, 0.63304, 1.2714, 0.92138, 0.85377, 0.91817, 0.74476, 0.65665, 0.53664, 1.1362, 9.5498e-05, 9.5498e-05, 9.5498e-05
66
65, 0.70998, 0.61672, 1.2534, 0.92169, 0.85333, 0.92077, 0.75016, 0.64838, 0.53107, 1.1276, 8.568e-05, 8.568e-05, 8.568e-05
67
66, 0.70374, 0.60462, 1.2498, 0.91904, 0.86287, 0.92342, 0.75746, 0.64135, 0.52279, 1.1218, 7.5862e-05, 7.5862e-05, 7.5862e-05
68
67, 0.70279, 0.60236, 1.2431, 0.93407, 0.85509, 0.92425, 0.75734, 0.63695, 0.52208, 1.1174, 6.6045e-05, 6.6045e-05, 6.6045e-05
69
68, 0.69507, 0.58921, 1.24, 0.93002, 0.86006, 0.9258, 0.76193, 0.62842, 0.51897, 1.1099, 5.6227e-05, 5.6227e-05, 5.6227e-05
70
69, 0.69171, 0.58581, 1.2374, 0.93126, 0.8546, 0.92621, 0.76305, 0.62595, 0.51738, 1.1072, 4.641e-05, 4.641e-05, 4.641e-05
71
70, 0.67889, 0.57399, 1.2238, 0.93196, 0.85526, 0.9271, 0.76216, 0.62327, 0.5155, 1.1046, 3.6592e-05, 3.6592e-05, 3.6592e-05
72
71, 0.67301, 0.56972, 1.2198, 0.93273, 0.86009, 0.92737, 0.76427, 0.62066, 0.51165, 1.1029, 2.6775e-05, 2.6775e-05, 2.6775e-05
73
72, 0.68129, 0.57964, 1.23, 0.93442, 0.86527, 0.92715, 0.7661, 0.61843, 0.50957, 1.1009, 1.6957e-05, 1.6957e-05, 1.6957e-05
74