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, 1.0352, 1.258, 1.4697, 0.83066, 0.67629, 0.75753, 0.55752, 0.98091, 0.98036, 1.4901, 0.00023747, 0.00023747, 0.00023747
3
2, 1.0468, 1.2642, 1.4606, 0.81911, 0.6675, 0.74992, 0.53086, 1.0544, 1.0025, 1.5593, 0.00046893, 0.00046893, 0.00046893
4
3, 1.0759, 1.2948, 1.4923, 0.85816, 0.63009, 0.74802, 0.52108, 1.0809, 1.0262, 1.567, 0.00069384, 0.00069384, 0.00069384
5
4, 1.0942, 1.3188, 1.5003, 0.80972, 0.66282, 0.74922, 0.52495, 1.0894, 1.0433, 1.5858, 0.00068455, 0.00068455, 0.00068455
6
5, 1.0977, 1.3272, 1.4933, 0.80697, 0.64203, 0.73092, 0.50247, 1.1072, 1.0375, 1.5809, 0.00067473, 0.00067473, 0.00067473
7
6, 1.0939, 1.3279, 1.4987, 0.79766, 0.65154, 0.74771, 0.5154, 1.0976, 1.0264, 1.5845, 0.00066491, 0.00066491, 0.00066491
8
7, 1.0854, 1.3208, 1.497, 0.80821, 0.66775, 0.74892, 0.51994, 1.1039, 1.0328, 1.5911, 0.00065509, 0.00065509, 0.00065509
9
8, 1.0826, 1.2961, 1.4877, 0.73174, 0.67643, 0.73813, 0.50951, 1.0674, 1.0405, 1.5696, 0.00064528, 0.00064528, 0.00064528
10
9, 1.0823, 1.295, 1.4844, 0.82963, 0.66702, 0.76255, 0.53375, 1.0454, 0.97417, 1.5271, 0.00063546, 0.00063546, 0.00063546
11
10, 1.0707, 1.2758, 1.4757, 0.82569, 0.66126, 0.75055, 0.52865, 1.0407, 1.0004, 1.5347, 0.00062564, 0.00062564, 0.00062564
12
11, 1.0648, 1.2623, 1.4689, 0.82998, 0.69748, 0.77244, 0.54567, 1.0422, 0.96793, 1.526, 0.00061583, 0.00061583, 0.00061583
13
12, 1.0549, 1.246, 1.4643, 0.81152, 0.68418, 0.77157, 0.54987, 1.0218, 0.96471, 1.5014, 0.00060601, 0.00060601, 0.00060601
14
13, 1.0547, 1.2511, 1.4634, 0.79866, 0.70091, 0.76826, 0.55102, 0.99593, 0.93715, 1.475, 0.00059619, 0.00059619, 0.00059619
15
14, 1.052, 1.2322, 1.4628, 0.86562, 0.67076, 0.78275, 0.53446, 1.0212, 0.92715, 1.5032, 0.00058637, 0.00058637, 0.00058637
16
15, 1.0559, 1.2385, 1.4646, 0.78971, 0.70836, 0.78891, 0.55419, 0.99194, 0.9139, 1.4776, 0.00057655, 0.00057655, 0.00057655
17
16, 1.0379, 1.2095, 1.4409, 0.81173, 0.6876, 0.766, 0.53719, 0.99122, 0.90048, 1.4715, 0.00056674, 0.00056674, 0.00056674
18
17, 1.0364, 1.2121, 1.44, 0.83974, 0.70416, 0.79166, 0.56342, 0.99364, 0.88235, 1.4656, 0.00055692, 0.00055692, 0.00055692
19
18, 1.02, 1.1912, 1.4316, 0.83645, 0.70781, 0.79335, 0.57123, 0.96209, 0.88182, 1.4511, 0.0005471, 0.0005471, 0.0005471
20
19, 1.0382, 1.1985, 1.4364, 0.81212, 0.70779, 0.78897, 0.5561, 0.98816, 0.88421, 1.4695, 0.00053728, 0.00053728, 0.00053728
21
20, 1.01, 1.1712, 1.4221, 0.84228, 0.72505, 0.80723, 0.58045, 0.95443, 0.85702, 1.4364, 0.00052747, 0.00052747, 0.00052747
22
21, 1.0178, 1.1725, 1.4272, 0.86085, 0.70422, 0.80924, 0.57996, 0.95722, 0.86208, 1.4342, 0.00051765, 0.00051765, 0.00051765
23
22, 0.99894, 1.1329, 1.413, 0.86782, 0.71704, 0.81532, 0.58808, 0.94094, 0.83195, 1.418, 0.00050783, 0.00050783, 0.00050783
24
23, 1.0228, 1.1659, 1.4327, 0.84458, 0.73928, 0.82489, 0.59389, 0.94213, 0.83456, 1.414, 0.00049801, 0.00049801, 0.00049801
25
24, 0.9953, 1.1341, 1.4115, 0.86777, 0.73406, 0.82323, 0.60705, 0.90434, 0.80425, 1.3888, 0.0004882, 0.0004882, 0.0004882
26
25, 0.98771, 1.136, 1.4062, 0.82878, 0.7586, 0.81655, 0.60047, 0.90595, 0.7957, 1.3851, 0.00047838, 0.00047838, 0.00047838
27
26, 0.97127, 1.1107, 1.395, 0.84537, 0.74604, 0.82423, 0.61366, 0.89006, 0.77491, 1.371, 0.00046856, 0.00046856, 0.00046856
28
27, 0.9809, 1.102, 1.4006, 0.90175, 0.71991, 0.82743, 0.60998, 0.89986, 0.78498, 1.3805, 0.00045874, 0.00045874, 0.00045874
29
28, 0.97647, 1.1015, 1.3948, 0.88627, 0.73076, 0.82963, 0.61515, 0.88084, 0.79345, 1.3621, 0.00044893, 0.00044893, 0.00044893
30
29, 0.96931, 1.0904, 1.3929, 0.81351, 0.75365, 0.82327, 0.6142, 0.88445, 0.7691, 1.3694, 0.00043911, 0.00043911, 0.00043911
31
30, 0.95947, 1.0687, 1.3769, 0.85412, 0.75336, 0.83688, 0.62184, 0.88169, 0.74714, 1.3588, 0.00042929, 0.00042929, 0.00042929
32
31, 0.95839, 1.0736, 1.3824, 0.83632, 0.75335, 0.83893, 0.62157, 0.88339, 0.7595, 1.3654, 0.00041947, 0.00041947, 0.00041947
33
32, 0.95577, 1.0717, 1.3774, 0.8903, 0.71875, 0.83328, 0.61147, 0.86478, 0.75064, 1.3448, 0.00040966, 0.00040966, 0.00040966
34
33, 0.95301, 1.0733, 1.3755, 0.87481, 0.73951, 0.8472, 0.63533, 0.83495, 0.72833, 1.3155, 0.00039984, 0.00039984, 0.00039984
35
34, 0.94188, 1.0439, 1.3657, 0.87824, 0.74825, 0.85223, 0.64587, 0.83561, 0.71436, 1.3139, 0.00039002, 0.00039002, 0.00039002
36
35, 0.93925, 1.0592, 1.3681, 0.86184, 0.76512, 0.8522, 0.64888, 0.82922, 0.70838, 1.3123, 0.0003802, 0.0003802, 0.0003802
37
36, 0.95117, 1.0624, 1.3734, 0.90754, 0.76269, 0.8573, 0.6483, 0.82267, 0.71218, 1.3097, 0.00037039, 0.00037039, 0.00037039
38
37, 0.93999, 1.0475, 1.3636, 0.8965, 0.75379, 0.85051, 0.65825, 0.81305, 0.71006, 1.2972, 0.00036057, 0.00036057, 0.00036057
39
38, 0.93381, 1.0391, 1.3596, 0.8871, 0.77497, 0.85856, 0.66061, 0.81276, 0.69401, 1.2932, 0.00035075, 0.00035075, 0.00035075
40
39, 0.93233, 1.0261, 1.3614, 0.87548, 0.77147, 0.86145, 0.65882, 0.80026, 0.68356, 1.281, 0.00034094, 0.00034094, 0.00034094
41
40, 0.93302, 1.0323, 1.3596, 0.86983, 0.78889, 0.86629, 0.66088, 0.79999, 0.68409, 1.2832, 0.00033112, 0.00033112, 0.00033112
42
41, 0.9121, 1.0233, 1.3486, 0.85616, 0.79421, 0.86656, 0.66772, 0.78985, 0.67785, 1.2752, 0.0003213, 0.0003213, 0.0003213
43
42, 0.9129, 1.0037, 1.351, 0.90341, 0.77392, 0.86839, 0.67026, 0.7934, 0.67526, 1.2691, 0.00031148, 0.00031148, 0.00031148
44
43, 0.91134, 0.99811, 1.3426, 0.89855, 0.76288, 0.86709, 0.66163, 0.78553, 0.6679, 1.2637, 0.00030167, 0.00030167, 0.00030167
45
44, 0.90137, 1.0007, 1.3353, 0.91324, 0.76962, 0.872, 0.6768, 0.77864, 0.65063, 1.2542, 0.00029185, 0.00029185, 0.00029185
46
45, 0.89131, 0.98151, 1.3268, 0.90039, 0.77634, 0.8742, 0.67833, 0.77543, 0.65284, 1.2519, 0.00028203, 0.00028203, 0.00028203
47
46, 0.90639, 0.98864, 1.3366, 0.89047, 0.78987, 0.87384, 0.67548, 0.76775, 0.65868, 1.2502, 0.00027221, 0.00027221, 0.00027221
48
47, 0.88391, 0.97258, 1.3239, 0.88766, 0.80122, 0.87437, 0.67967, 0.76141, 0.64283, 1.2405, 0.0002624, 0.0002624, 0.0002624
49
48, 0.89499, 0.9777, 1.3301, 0.90867, 0.79192, 0.87385, 0.67895, 0.76267, 0.64589, 1.2437, 0.00025258, 0.00025258, 0.00025258
50
49, 0.88652, 0.96098, 1.322, 0.87657, 0.80411, 0.87689, 0.69031, 0.7483, 0.63207, 1.2299, 0.00024276, 0.00024276, 0.00024276
51
50, 0.88403, 0.96419, 1.3223, 0.88396, 0.80249, 0.878, 0.68471, 0.7474, 0.63048, 1.2312, 0.00023294, 0.00023294, 0.00023294
52
51, 0.87407, 0.95295, 1.3162, 0.89898, 0.79245, 0.88253, 0.69607, 0.73557, 0.62113, 1.2189, 0.00022313, 0.00022313, 0.00022313
53
52, 0.87137, 0.94264, 1.3101, 0.91702, 0.7747, 0.88171, 0.6937, 0.72842, 0.61521, 1.2125, 0.00021331, 0.00021331, 0.00021331
54
53, 0.862, 0.94096, 1.306, 0.92582, 0.782, 0.88375, 0.69681, 0.72898, 0.6077, 1.2115, 0.00020349, 0.00020349, 0.00020349
55
54, 0.87172, 0.94413, 1.3101, 0.90028, 0.79166, 0.88273, 0.69312, 0.72648, 0.61119, 1.2104, 0.00019367, 0.00019367, 0.00019367
56
55, 0.86234, 0.92471, 1.3048, 0.88846, 0.80673, 0.8864, 0.69789, 0.73129, 0.60893, 1.2097, 0.00018385, 0.00018385, 0.00018385
57
56, 0.86214, 0.94281, 1.3057, 0.91989, 0.79698, 0.88631, 0.698, 0.7229, 0.60177, 1.2019, 0.00017404, 0.00017404, 0.00017404
58
57, 0.8559, 0.92248, 1.2988, 0.89543, 0.81601, 0.88651, 0.7029, 0.71582, 0.59414, 1.1973, 0.00016422, 0.00016422, 0.00016422
59
58, 0.85362, 0.92211, 1.2958, 0.91122, 0.80268, 0.88792, 0.70256, 0.71645, 0.59655, 1.199, 0.0001544, 0.0001544, 0.0001544
60
59, 0.84807, 0.91362, 1.2917, 0.90824, 0.80685, 0.89025, 0.7094, 0.70338, 0.59009, 1.1882, 0.00014458, 0.00014458, 0.00014458
61
60, 0.84598, 0.90392, 1.2865, 0.88289, 0.8282, 0.89279, 0.71095, 0.70365, 0.58772, 1.1871, 0.00013477, 0.00013477, 0.00013477
62
61, 0.84436, 0.9115, 1.2962, 0.89495, 0.80185, 0.89631, 0.71208, 0.69295, 0.58327, 1.1773, 0.00012495, 0.00012495, 0.00012495
63
62, 0.83418, 0.88731, 1.2812, 0.8864, 0.81869, 0.89599, 0.71002, 0.69211, 0.57918, 1.1753, 0.00011513, 0.00011513, 0.00011513
64
63, 0.79296, 0.7331, 1.3321, 0.91122, 0.80419, 0.89508, 0.70874, 0.70016, 0.59538, 1.1821, 0.00010531, 0.00010531, 0.00010531
65
64, 0.75866, 0.6801, 1.3008, 0.91152, 0.80509, 0.89507, 0.71232, 0.68991, 0.58425, 1.172, 9.5498e-05, 9.5498e-05, 9.5498e-05
66
65, 0.75414, 0.65617, 1.2925, 0.90232, 0.82583, 0.89909, 0.71808, 0.67988, 0.57336, 1.1624, 8.568e-05, 8.568e-05, 8.568e-05
67
66, 0.74283, 0.65089, 1.2866, 0.90703, 0.82291, 0.90056, 0.72519, 0.67082, 0.57132, 1.1543, 7.5862e-05, 7.5862e-05, 7.5862e-05
68
67, 0.73311, 0.64092, 1.2761, 0.90876, 0.81854, 0.8981, 0.72407, 0.66735, 0.5668, 1.1505, 6.6045e-05, 6.6045e-05, 6.6045e-05
69
68, 0.73198, 0.63233, 1.2716, 0.91373, 0.8212, 0.90084, 0.72638, 0.6619, 0.56367, 1.1457, 5.6227e-05, 5.6227e-05, 5.6227e-05
70
69, 0.71701, 0.62553, 1.2655, 0.90244, 0.82656, 0.90175, 0.72979, 0.6572, 0.55818, 1.1417, 4.641e-05, 4.641e-05, 4.641e-05
71
70, 0.71664, 0.61884, 1.2616, 0.91146, 0.823, 0.90297, 0.73113, 0.654, 0.55866, 1.1384, 3.6592e-05, 3.6592e-05, 3.6592e-05
72
71, 0.71266, 0.62192, 1.2572, 0.92143, 0.81716, 0.90232, 0.73064, 0.65171, 0.55723, 1.1355, 2.6775e-05, 2.6775e-05, 2.6775e-05
73
72, 0.70887, 0.6153, 1.255, 0.91542, 0.82174, 0.90315, 0.73141, 0.65033, 0.55566, 1.1342, 1.6957e-05, 1.6957e-05, 1.6957e-05
74