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, 1.1017, 1.3468, 1.5325, 0.81762, 0.68134, 0.74873, 0.54347, 0.9919, 0.9593, 1.5063, 0.00023741, 0.00023741, 0.00023741
3
2, 1.0994, 1.3057, 1.5169, 0.77177, 0.67993, 0.73515, 0.52073, 1.0723, 0.97479, 1.5727, 0.00046887, 0.00046887, 0.00046887
4
3, 1.1133, 1.34, 1.5216, 0.76408, 0.64406, 0.69951, 0.47747, 1.1225, 1.1046, 1.6091, 0.00069379, 0.00069379, 0.00069379
5
4, 1.1248, 1.3636, 1.5287, 0.8154, 0.62855, 0.73351, 0.47884, 1.0904, 1.0361, 1.5861, 0.00068455, 0.00068455, 0.00068455
6
5, 1.1318, 1.3469, 1.5338, 0.78631, 0.63811, 0.72028, 0.4867, 1.1379, 1.0525, 1.6305, 0.00067473, 0.00067473, 0.00067473
7
6, 1.1149, 1.3592, 1.5232, 0.75957, 0.67593, 0.73624, 0.49924, 1.1027, 0.99974, 1.5871, 0.00066491, 0.00066491, 0.00066491
8
7, 1.1172, 1.3453, 1.5205, 0.83047, 0.6534, 0.74536, 0.50897, 1.0993, 0.99852, 1.5884, 0.00065509, 0.00065509, 0.00065509
9
8, 1.1031, 1.329, 1.5082, 0.79002, 0.63433, 0.73494, 0.50974, 1.0724, 0.98753, 1.568, 0.00064528, 0.00064528, 0.00064528
10
9, 1.1035, 1.3354, 1.5058, 0.79536, 0.66334, 0.74, 0.51821, 1.0673, 0.98185, 1.561, 0.00063546, 0.00063546, 0.00063546
11
10, 1.0991, 1.3078, 1.5088, 0.8115, 0.68398, 0.77827, 0.53241, 1.0625, 0.97074, 1.5665, 0.00062564, 0.00062564, 0.00062564
12
11, 1.094, 1.3144, 1.5009, 0.81515, 0.6599, 0.76926, 0.53043, 1.0665, 0.99491, 1.5576, 0.00061583, 0.00061583, 0.00061583
13
12, 1.0679, 1.2777, 1.4778, 0.79748, 0.67045, 0.76097, 0.52918, 1.0346, 0.9594, 1.5302, 0.00060601, 0.00060601, 0.00060601
14
13, 1.077, 1.2796, 1.4902, 0.81707, 0.68999, 0.77799, 0.54515, 1.0679, 0.96447, 1.5629, 0.00059619, 0.00059619, 0.00059619
15
14, 1.0753, 1.2646, 1.4837, 0.78947, 0.68363, 0.77435, 0.53376, 1.0369, 0.94835, 1.5281, 0.00058637, 0.00058637, 0.00058637
16
15, 1.066, 1.2614, 1.4725, 0.82108, 0.68713, 0.78799, 0.55046, 1.0302, 0.93173, 1.5122, 0.00057655, 0.00057655, 0.00057655
17
16, 1.0484, 1.2301, 1.4633, 0.83821, 0.71695, 0.80034, 0.57029, 1.0022, 0.89398, 1.4952, 0.00056674, 0.00056674, 0.00056674
18
17, 1.0507, 1.2259, 1.4613, 0.82597, 0.71596, 0.80474, 0.56403, 1.0219, 0.91771, 1.5102, 0.00055692, 0.00055692, 0.00055692
19
18, 1.0432, 1.2282, 1.4599, 0.85708, 0.71246, 0.80383, 0.56208, 1.0039, 0.89423, 1.5035, 0.0005471, 0.0005471, 0.0005471
20
19, 1.039, 1.2059, 1.4512, 0.7904, 0.76181, 0.81487, 0.58071, 0.97324, 0.8849, 1.4718, 0.00053728, 0.00053728, 0.00053728
21
20, 1.028, 1.1873, 1.4487, 0.83199, 0.69703, 0.7976, 0.56291, 0.99202, 0.89462, 1.4797, 0.00052747, 0.00052747, 0.00052747
22
21, 1.0268, 1.1765, 1.4354, 0.82079, 0.70976, 0.7996, 0.56831, 0.97932, 0.86108, 1.4629, 0.00051765, 0.00051765, 0.00051765
23
22, 1.0311, 1.1711, 1.4407, 0.8627, 0.71075, 0.81851, 0.59302, 0.96454, 0.83629, 1.4518, 0.00050783, 0.00050783, 0.00050783
24
23, 1.0188, 1.1749, 1.4341, 0.82166, 0.76116, 0.82699, 0.57967, 0.96058, 0.85194, 1.4453, 0.00049801, 0.00049801, 0.00049801
25
24, 1.0131, 1.1598, 1.429, 0.8716, 0.74072, 0.83537, 0.61234, 0.93587, 0.82613, 1.4227, 0.0004882, 0.0004882, 0.0004882
26
25, 1.0018, 1.159, 1.4275, 0.84649, 0.7206, 0.82255, 0.59824, 0.93509, 0.81074, 1.4259, 0.00047838, 0.00047838, 0.00047838
27
26, 1.0079, 1.1501, 1.4292, 0.87575, 0.70997, 0.82546, 0.60365, 0.92949, 0.79879, 1.4181, 0.00046856, 0.00046856, 0.00046856
28
27, 0.99114, 1.145, 1.4149, 0.85193, 0.75367, 0.83478, 0.6075, 0.93937, 0.81687, 1.4176, 0.00045874, 0.00045874, 0.00045874
29
28, 1.0011, 1.1211, 1.4196, 0.88313, 0.72872, 0.83427, 0.60614, 0.90924, 0.78838, 1.3955, 0.00044893, 0.00044893, 0.00044893
30
29, 0.98449, 1.1002, 1.4101, 0.83008, 0.7479, 0.83325, 0.60855, 0.91709, 0.79742, 1.4003, 0.00043911, 0.00043911, 0.00043911
31
30, 0.98295, 1.1004, 1.4018, 0.86146, 0.75238, 0.849, 0.62073, 0.92114, 0.77854, 1.3988, 0.00042929, 0.00042929, 0.00042929
32
31, 0.98112, 1.1057, 1.4062, 0.86374, 0.76671, 0.85518, 0.62961, 0.88894, 0.75437, 1.3714, 0.00041947, 0.00041947, 0.00041947
33
32, 0.97491, 1.108, 1.404, 0.86904, 0.76487, 0.84516, 0.62925, 0.8753, 0.75572, 1.3647, 0.00040966, 0.00040966, 0.00040966
34
33, 0.98062, 1.0895, 1.4072, 0.86426, 0.77513, 0.84838, 0.62671, 0.88487, 0.75683, 1.3723, 0.00039984, 0.00039984, 0.00039984
35
34, 0.97209, 1.0881, 1.401, 0.87889, 0.77889, 0.85972, 0.64369, 0.85742, 0.72844, 1.3474, 0.00039002, 0.00039002, 0.00039002
36
35, 0.95385, 1.0606, 1.3826, 0.89986, 0.76469, 0.85896, 0.64588, 0.85945, 0.72804, 1.3447, 0.0003802, 0.0003802, 0.0003802
37
36, 0.95264, 1.0613, 1.3847, 0.86753, 0.78407, 0.85748, 0.64903, 0.85313, 0.7246, 1.3388, 0.00037039, 0.00037039, 0.00037039
38
37, 0.95417, 1.0541, 1.379, 0.89782, 0.77097, 0.8627, 0.64692, 0.85137, 0.71338, 1.3329, 0.00036057, 0.00036057, 0.00036057
39
38, 0.95777, 1.0583, 1.3876, 0.91056, 0.77531, 0.87058, 0.6468, 0.8337, 0.70639, 1.3208, 0.00035075, 0.00035075, 0.00035075
40
39, 0.94132, 1.0494, 1.3694, 0.89995, 0.78032, 0.87403, 0.66355, 0.83645, 0.69915, 1.3188, 0.00034094, 0.00034094, 0.00034094
41
40, 0.94243, 1.0439, 1.3709, 0.88802, 0.7821, 0.86878, 0.66316, 0.82629, 0.70397, 1.3056, 0.00033112, 0.00033112, 0.00033112
42
41, 0.93841, 1.0283, 1.3682, 0.88464, 0.78775, 0.87365, 0.66778, 0.81342, 0.6892, 1.3023, 0.0003213, 0.0003213, 0.0003213
43
42, 0.93148, 1.0271, 1.3619, 0.88826, 0.79432, 0.87596, 0.6683, 0.81511, 0.67734, 1.3043, 0.00031148, 0.00031148, 0.00031148
44
43, 0.92494, 1.0172, 1.3586, 0.89839, 0.8066, 0.88049, 0.67587, 0.81085, 0.67593, 1.2971, 0.00030167, 0.00030167, 0.00030167
45
44, 0.92386, 1.0144, 1.3614, 0.89166, 0.80929, 0.88265, 0.67529, 0.79549, 0.67297, 1.2873, 0.00029185, 0.00029185, 0.00029185
46
45, 0.91457, 1.0064, 1.3571, 0.91582, 0.79151, 0.88514, 0.6826, 0.78154, 0.65508, 1.2727, 0.00028203, 0.00028203, 0.00028203
47
46, 0.90759, 0.99767, 1.3426, 0.91998, 0.79984, 0.88975, 0.69463, 0.77702, 0.65158, 1.2624, 0.00027221, 0.00027221, 0.00027221
48
47, 0.91012, 0.99933, 1.3444, 0.89832, 0.81149, 0.88866, 0.69955, 0.77037, 0.64332, 1.2589, 0.0002624, 0.0002624, 0.0002624
49
48, 0.8933, 0.9718, 1.3347, 0.89608, 0.81964, 0.89012, 0.69067, 0.77241, 0.63884, 1.2603, 0.00025258, 0.00025258, 0.00025258
50
49, 0.89443, 0.98007, 1.335, 0.89735, 0.8201, 0.89162, 0.69641, 0.76873, 0.63774, 1.2528, 0.00024276, 0.00024276, 0.00024276
51
50, 0.88859, 0.9632, 1.3348, 0.90369, 0.82653, 0.89716, 0.69722, 0.76659, 0.62581, 1.2468, 0.00023294, 0.00023294, 0.00023294
52
51, 0.90162, 0.98113, 1.3387, 0.91474, 0.81483, 0.89496, 0.70329, 0.75035, 0.62407, 1.2377, 0.00022313, 0.00022313, 0.00022313
53
52, 0.89116, 0.96146, 1.334, 0.92114, 0.82065, 0.89736, 0.70832, 0.75494, 0.62515, 1.2391, 0.00021331, 0.00021331, 0.00021331
54
53, 0.88559, 0.96782, 1.3337, 0.89459, 0.83763, 0.89604, 0.70342, 0.75186, 0.62106, 1.2359, 0.00020349, 0.00020349, 0.00020349
55
54, 0.88303, 0.9641, 1.3314, 0.91146, 0.81373, 0.89672, 0.71169, 0.7343, 0.609, 1.2195, 0.00019367, 0.00019367, 0.00019367
56
55, 0.86872, 0.93866, 1.313, 0.90314, 0.8283, 0.89912, 0.71197, 0.7345, 0.6106, 1.2211, 0.00018385, 0.00018385, 0.00018385
57
56, 0.87325, 0.93663, 1.321, 0.90765, 0.82791, 0.90174, 0.71808, 0.7308, 0.59657, 1.2141, 0.00017404, 0.00017404, 0.00017404
58
57, 0.87078, 0.92254, 1.3151, 0.91438, 0.82869, 0.90347, 0.71532, 0.72381, 0.59571, 1.2103, 0.00016422, 0.00016422, 0.00016422
59
58, 0.86694, 0.93963, 1.3112, 0.91635, 0.83354, 0.90687, 0.72232, 0.72638, 0.59047, 1.2103, 0.0001544, 0.0001544, 0.0001544
60
59, 0.86611, 0.93526, 1.3133, 0.91855, 0.83074, 0.9077, 0.72489, 0.71954, 0.58799, 1.2036, 0.00014458, 0.00014458, 0.00014458
61
60, 0.85502, 0.90541, 1.305, 0.90654, 0.84357, 0.90772, 0.72483, 0.71717, 0.58419, 1.1991, 0.00013477, 0.00013477, 0.00013477
62
61, 0.85081, 0.90428, 1.2995, 0.92504, 0.82671, 0.90778, 0.72504, 0.71569, 0.58378, 1.1998, 0.00012495, 0.00012495, 0.00012495
63
62, 0.84792, 0.90906, 1.2995, 0.92064, 0.83843, 0.90823, 0.72707, 0.70564, 0.57994, 1.1915, 0.00011513, 0.00011513, 0.00011513
64
63, 0.80066, 0.71735, 1.3391, 0.91874, 0.83655, 0.9066, 0.72158, 0.71224, 0.59055, 1.1962, 0.00010531, 0.00010531, 0.00010531
65
64, 0.77491, 0.66791, 1.3206, 0.90704, 0.84409, 0.90808, 0.72675, 0.6998, 0.58578, 1.1839, 9.5498e-05, 9.5498e-05, 9.5498e-05
66
65, 0.75239, 0.64527, 1.3007, 0.91411, 0.85019, 0.91216, 0.73239, 0.68491, 0.57214, 1.1688, 8.568e-05, 8.568e-05, 8.568e-05
67
66, 0.7461, 0.63583, 1.2918, 0.92549, 0.85074, 0.91405, 0.73973, 0.67639, 0.56691, 1.1615, 7.5862e-05, 7.5862e-05, 7.5862e-05
68
67, 0.73799, 0.6289, 1.2846, 0.91623, 0.85681, 0.91588, 0.74466, 0.66858, 0.55807, 1.155, 6.6045e-05, 6.6045e-05, 6.6045e-05
69
68, 0.72862, 0.62166, 1.2761, 0.92925, 0.85077, 0.91673, 0.74505, 0.66398, 0.55634, 1.1502, 5.6227e-05, 5.6227e-05, 5.6227e-05
70
69, 0.72638, 0.62711, 1.2736, 0.92888, 0.85252, 0.91685, 0.74611, 0.65916, 0.55529, 1.1455, 4.641e-05, 4.641e-05, 4.641e-05
71
70, 0.71705, 0.61819, 1.2603, 0.92816, 0.85297, 0.9171, 0.74756, 0.65494, 0.55015, 1.1411, 3.6592e-05, 3.6592e-05, 3.6592e-05
72
71, 0.72081, 0.61866, 1.274, 0.93244, 0.85001, 0.91856, 0.74813, 0.65296, 0.5487, 1.1394, 2.6775e-05, 2.6775e-05, 2.6775e-05
73
72, 0.71218, 0.60665, 1.2622, 0.92676, 0.8559, 0.91948, 0.74946, 0.64928, 0.5477, 1.1362, 1.6957e-05, 1.6957e-05, 1.6957e-05
74