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, 1.1173, 1.3613, 1.5448, 0.79153, 0.63964, 0.73151, 0.51675, 1.0828, 1.0858, 1.6106, 0.00023739, 0.00023739, 0.00023739
3
2, 1.1088, 1.3721, 1.5346, 0.75842, 0.62882, 0.6946, 0.4648, 1.1764, 1.1658, 1.6971, 0.00046886, 0.00046886, 0.00046886
4
3, 1.1571, 1.453, 1.5722, 0.78049, 0.56135, 0.6883, 0.45044, 1.251, 1.2208, 1.7533, 0.00069378, 0.00069378, 0.00069378
5
4, 1.1807, 1.4763, 1.5865, 0.72153, 0.56882, 0.65751, 0.42186, 1.2565, 1.2627, 1.7634, 0.00068455, 0.00068455, 0.00068455
6
5, 1.1791, 1.4931, 1.5812, 0.7261, 0.57995, 0.65462, 0.42172, 1.2877, 1.2811, 1.7758, 0.00067473, 0.00067473, 0.00067473
7
6, 1.1651, 1.4777, 1.5748, 0.75612, 0.59288, 0.68095, 0.43072, 1.2771, 1.2297, 1.7737, 0.00066491, 0.00066491, 0.00066491
8
7, 1.1635, 1.4582, 1.5644, 0.73287, 0.58785, 0.6753, 0.45191, 1.2282, 1.2386, 1.7498, 0.00065509, 0.00065509, 0.00065509
9
8, 1.166, 1.4604, 1.5677, 0.78353, 0.59182, 0.68694, 0.45516, 1.2122, 1.1814, 1.7181, 0.00064528, 0.00064528, 0.00064528
10
9, 1.1559, 1.4697, 1.5685, 0.74431, 0.6104, 0.69516, 0.45467, 1.2007, 1.2162, 1.7178, 0.00063546, 0.00063546, 0.00063546
11
10, 1.1484, 1.4184, 1.5603, 0.73641, 0.62548, 0.69904, 0.46445, 1.1873, 1.1793, 1.7128, 0.00062564, 0.00062564, 0.00062564
12
11, 1.1453, 1.4131, 1.5561, 0.74788, 0.64962, 0.71846, 0.45974, 1.2461, 1.1491, 1.7336, 0.00061583, 0.00061583, 0.00061583
13
12, 1.1385, 1.4202, 1.5468, 0.77618, 0.59155, 0.69148, 0.46378, 1.1695, 1.1998, 1.6932, 0.00060601, 0.00060601, 0.00060601
14
13, 1.1346, 1.399, 1.5522, 0.78737, 0.60705, 0.71766, 0.48163, 1.1811, 1.1246, 1.6738, 0.00059619, 0.00059619, 0.00059619
15
14, 1.1343, 1.3768, 1.5381, 0.75033, 0.64888, 0.7195, 0.48762, 1.1505, 1.1129, 1.6536, 0.00058637, 0.00058637, 0.00058637
16
15, 1.1134, 1.3499, 1.5301, 0.79956, 0.61014, 0.72587, 0.50482, 1.1257, 1.1305, 1.6524, 0.00057655, 0.00057655, 0.00057655
17
16, 1.1285, 1.3888, 1.542, 0.8082, 0.62916, 0.72906, 0.49498, 1.1612, 1.1053, 1.6735, 0.00056674, 0.00056674, 0.00056674
18
17, 1.0947, 1.3345, 1.5138, 0.74508, 0.64354, 0.71722, 0.48606, 1.1497, 1.098, 1.6503, 0.00055692, 0.00055692, 0.00055692
19
18, 1.0939, 1.3418, 1.5222, 0.77221, 0.62791, 0.74242, 0.50105, 1.137, 1.0641, 1.6426, 0.0005471, 0.0005471, 0.0005471
20
19, 1.1, 1.3311, 1.5188, 0.77643, 0.65566, 0.74249, 0.50746, 1.1018, 1.0651, 1.6153, 0.00053728, 0.00053728, 0.00053728
21
20, 1.1021, 1.3294, 1.5143, 0.76913, 0.66833, 0.75037, 0.49849, 1.1108, 1.0414, 1.618, 0.00052747, 0.00052747, 0.00052747
22
21, 1.0806, 1.2954, 1.4938, 0.78267, 0.6827, 0.76492, 0.53395, 1.0822, 1.0459, 1.605, 0.00051765, 0.00051765, 0.00051765
23
22, 1.0726, 1.2979, 1.5017, 0.81001, 0.68962, 0.77829, 0.538, 1.0852, 0.98876, 1.5976, 0.00050783, 0.00050783, 0.00050783
24
23, 1.073, 1.2842, 1.4938, 0.80992, 0.70668, 0.79314, 0.56608, 1.0479, 0.98193, 1.5569, 0.00049801, 0.00049801, 0.00049801
25
24, 1.0652, 1.2895, 1.4926, 0.79993, 0.72292, 0.80611, 0.56471, 1.0439, 0.96391, 1.5448, 0.0004882, 0.0004882, 0.0004882
26
25, 1.0692, 1.2815, 1.4898, 0.81899, 0.70248, 0.79406, 0.56084, 1.0287, 0.98984, 1.5462, 0.00047838, 0.00047838, 0.00047838
27
26, 1.0652, 1.2457, 1.4804, 0.83753, 0.747, 0.82671, 0.59071, 1.0281, 0.93377, 1.5317, 0.00046856, 0.00046856, 0.00046856
28
27, 1.0498, 1.2559, 1.4697, 0.84097, 0.70004, 0.81152, 0.58114, 0.99678, 0.96411, 1.5075, 0.00045874, 0.00045874, 0.00045874
29
28, 1.0482, 1.2243, 1.4664, 0.83775, 0.73463, 0.8148, 0.58016, 1.0058, 0.94531, 1.5262, 0.00044893, 0.00044893, 0.00044893
30
29, 1.0367, 1.2397, 1.4648, 0.82463, 0.73133, 0.82741, 0.59636, 1.0024, 0.93551, 1.5095, 0.00043911, 0.00043911, 0.00043911
31
30, 1.0223, 1.2067, 1.4504, 0.84769, 0.7433, 0.83514, 0.60416, 0.98699, 0.89711, 1.4997, 0.00042929, 0.00042929, 0.00042929
32
31, 1.0316, 1.2233, 1.4616, 0.84045, 0.70625, 0.81735, 0.58039, 0.98138, 0.90925, 1.4936, 0.00041947, 0.00041947, 0.00041947
33
32, 1.0265, 1.1879, 1.4483, 0.85473, 0.73146, 0.83721, 0.59967, 0.96495, 0.87443, 1.4778, 0.00040966, 0.00040966, 0.00040966
34
33, 1.0181, 1.1838, 1.4453, 0.86812, 0.7423, 0.83539, 0.60553, 0.9697, 0.89107, 1.4795, 0.00039984, 0.00039984, 0.00039984
35
34, 1.0065, 1.1669, 1.4394, 0.85462, 0.74146, 0.84166, 0.61207, 0.93951, 0.85602, 1.4518, 0.00039002, 0.00039002, 0.00039002
36
35, 1.0147, 1.1863, 1.445, 0.87794, 0.74787, 0.85371, 0.61394, 0.96551, 0.87336, 1.471, 0.0003802, 0.0003802, 0.0003802
37
36, 1.0054, 1.1639, 1.4339, 0.8159, 0.74373, 0.83796, 0.60268, 0.94134, 0.84323, 1.4513, 0.00037039, 0.00037039, 0.00037039
38
37, 0.99277, 1.1551, 1.4234, 0.87458, 0.77282, 0.8574, 0.63277, 0.9225, 0.81033, 1.4322, 0.00036057, 0.00036057, 0.00036057
39
38, 0.98396, 1.1281, 1.4221, 0.87118, 0.75557, 0.85972, 0.6309, 0.9227, 0.81424, 1.4343, 0.00035075, 0.00035075, 0.00035075
40
39, 0.98744, 1.1381, 1.4267, 0.88141, 0.75596, 0.85719, 0.63292, 0.9184, 0.8209, 1.4254, 0.00034094, 0.00034094, 0.00034094
41
40, 0.9796, 1.1407, 1.4198, 0.85325, 0.77474, 0.86536, 0.65218, 0.89354, 0.79041, 1.4054, 0.00033112, 0.00033112, 0.00033112
42
41, 0.97738, 1.1262, 1.4189, 0.88295, 0.74678, 0.85818, 0.64061, 0.89187, 0.80436, 1.3969, 0.0003213, 0.0003213, 0.0003213
43
42, 0.97295, 1.1221, 1.4116, 0.8768, 0.76743, 0.86313, 0.63951, 0.89946, 0.79322, 1.4005, 0.00031148, 0.00031148, 0.00031148
44
43, 0.96065, 1.1048, 1.4038, 0.86359, 0.78297, 0.86919, 0.65321, 0.87652, 0.76648, 1.3854, 0.00030167, 0.00030167, 0.00030167
45
44, 0.95921, 1.0978, 1.4013, 0.90143, 0.78525, 0.87206, 0.6534, 0.86841, 0.74675, 1.372, 0.00029185, 0.00029185, 0.00029185
46
45, 0.95841, 1.1051, 1.3988, 0.88788, 0.78499, 0.87339, 0.65916, 0.86468, 0.77224, 1.3719, 0.00028203, 0.00028203, 0.00028203
47
46, 0.95218, 1.0816, 1.392, 0.90001, 0.78879, 0.88259, 0.66998, 0.86023, 0.74283, 1.3625, 0.00027221, 0.00027221, 0.00027221
48
47, 0.95257, 1.0758, 1.3973, 0.8808, 0.78697, 0.87993, 0.6708, 0.8477, 0.74338, 1.3579, 0.0002624, 0.0002624, 0.0002624
49
48, 0.95478, 1.0834, 1.3945, 0.86885, 0.79541, 0.88047, 0.66673, 0.84832, 0.73523, 1.3514, 0.00025258, 0.00025258, 0.00025258
50
49, 0.9442, 1.0662, 1.3894, 0.88023, 0.78635, 0.88613, 0.67451, 0.84599, 0.72393, 1.3464, 0.00024276, 0.00024276, 0.00024276
51
50, 0.94118, 1.054, 1.378, 0.86986, 0.80717, 0.89327, 0.68175, 0.83308, 0.71502, 1.3368, 0.00023294, 0.00023294, 0.00023294
52
51, 0.92526, 1.0485, 1.3686, 0.87176, 0.80358, 0.89299, 0.68243, 0.82618, 0.71061, 1.3316, 0.00022313, 0.00022313, 0.00022313
53
52, 0.93105, 1.0396, 1.3772, 0.8908, 0.80255, 0.89748, 0.68963, 0.81676, 0.71022, 1.3198, 0.00021331, 0.00021331, 0.00021331
54
53, 0.92449, 1.0475, 1.3701, 0.91958, 0.80483, 0.90247, 0.69838, 0.80521, 0.68985, 1.3077, 0.00020349, 0.00020349, 0.00020349
55
54, 0.923, 1.0334, 1.3698, 0.91564, 0.80461, 0.89697, 0.69073, 0.80597, 0.69761, 1.3111, 0.00019367, 0.00019367, 0.00019367
56
55, 0.91471, 1.0239, 1.3636, 0.9079, 0.80999, 0.90148, 0.69245, 0.79736, 0.68442, 1.3018, 0.00018385, 0.00018385, 0.00018385
57
56, 0.90942, 1.0273, 1.3578, 0.91171, 0.80785, 0.90565, 0.69756, 0.78472, 0.67439, 1.2901, 0.00017404, 0.00017404, 0.00017404
58
57, 0.89585, 0.99582, 1.3445, 0.93291, 0.80552, 0.9077, 0.70518, 0.78032, 0.66706, 1.2855, 0.00016422, 0.00016422, 0.00016422
59
58, 0.90447, 1.0014, 1.3555, 0.91107, 0.82009, 0.91283, 0.70805, 0.77427, 0.6649, 1.2801, 0.0001544, 0.0001544, 0.0001544
60
59, 0.89236, 0.99142, 1.3438, 0.87426, 0.84171, 0.91335, 0.71871, 0.77016, 0.66453, 1.2738, 0.00014458, 0.00014458, 0.00014458
61
60, 0.9028, 0.99443, 1.3566, 0.93511, 0.80431, 0.91352, 0.71543, 0.76499, 0.65237, 1.2699, 0.00013477, 0.00013477, 0.00013477
62
61, 0.88802, 0.98319, 1.3461, 0.93834, 0.81464, 0.91489, 0.71849, 0.76678, 0.65516, 1.2697, 0.00012495, 0.00012495, 0.00012495
63
62, 0.88878, 0.97613, 1.3402, 0.9347, 0.80116, 0.91443, 0.71416, 0.76544, 0.65008, 1.2678, 0.00011513, 0.00011513, 0.00011513
64
63, 0.84218, 0.78627, 1.3981, 0.912, 0.81837, 0.91095, 0.70998, 0.76791, 0.65684, 1.2713, 0.00010531, 0.00010531, 0.00010531
65
64, 0.80823, 0.73271, 1.365, 0.90873, 0.83439, 0.91728, 0.72075, 0.74593, 0.64932, 1.2501, 9.5498e-05, 9.5498e-05, 9.5498e-05
66
65, 0.81129, 0.73075, 1.3665, 0.92154, 0.82695, 0.92072, 0.72173, 0.73549, 0.63957, 1.2376, 8.568e-05, 8.568e-05, 8.568e-05
67
66, 0.78536, 0.70488, 1.3484, 0.92443, 0.83824, 0.92467, 0.73169, 0.72816, 0.62859, 1.2311, 7.5862e-05, 7.5862e-05, 7.5862e-05
68
67, 0.7811, 0.69837, 1.3388, 0.93103, 0.83656, 0.92616, 0.7318, 0.72482, 0.62424, 1.227, 6.6045e-05, 6.6045e-05, 6.6045e-05
69
68, 0.76905, 0.68751, 1.3304, 0.91256, 0.83914, 0.92622, 0.73972, 0.71458, 0.62074, 1.2185, 5.6227e-05, 5.6227e-05, 5.6227e-05
70
69, 0.76784, 0.67564, 1.3318, 0.92759, 0.83967, 0.92785, 0.74112, 0.70765, 0.61785, 1.2117, 4.641e-05, 4.641e-05, 4.641e-05
71
70, 0.76307, 0.67886, 1.3261, 0.92909, 0.83964, 0.92866, 0.74239, 0.70514, 0.61247, 1.2105, 3.6592e-05, 3.6592e-05, 3.6592e-05
72
71, 0.75716, 0.66676, 1.3176, 0.92821, 0.83695, 0.92923, 0.74432, 0.70154, 0.60848, 1.2068, 2.6775e-05, 2.6775e-05, 2.6775e-05
73
72, 0.74417, 0.65512, 1.3112, 0.92841, 0.83996, 0.9296, 0.74438, 0.69789, 0.60713, 1.203, 1.6957e-05, 1.6957e-05, 1.6957e-05
74