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, 1.5507, 3.5209, 1.9561, 0.57718, 0.09797, 0.06577, 0.03467, 2.0163, 4.093, 2.523, 0.00023736, 0.00023736, 0.00023736
3
2, 1.6053, 3.0429, 1.9629, 0.69528, 0.1294, 0.10875, 0.05756, 1.9919, 3.3418, 2.5564, 0.00046883, 0.00046883, 0.00046883
4
3, 1.6324, 2.8412, 1.977, 0.51853, 0.11633, 0.09214, 0.04073, 2.0878, 3.367, 2.6081, 0.00069375, 0.00069375, 0.00069375
5
4, 1.6106, 2.7745, 1.9599, 0.56811, 0.13754, 0.13252, 0.06899, 2.0106, 3.0027, 2.508, 0.00068455, 0.00068455, 0.00068455
6
5, 1.5993, 2.7091, 1.9532, 0.71412, 0.12945, 0.14316, 0.07506, 1.9576, 3.0182, 2.4283, 0.00067473, 0.00067473, 0.00067473
7
6, 1.5545, 2.6156, 1.9243, 0.77032, 0.14664, 0.16479, 0.0881, 1.9142, 2.7761, 2.3865, 0.00066491, 0.00066491, 0.00066491
8
7, 1.555, 2.5742, 1.9057, 0.31544, 0.16872, 0.14549, 0.07827, 2.0296, 2.8739, 2.422, 0.00065509, 0.00065509, 0.00065509
9
8, 1.518, 2.4952, 1.8946, 0.64549, 0.15392, 0.16286, 0.08168, 1.8918, 2.6752, 2.4219, 0.00064528, 0.00064528, 0.00064528
10
9, 1.4927, 2.4494, 1.8678, 0.54319, 0.19601, 0.17927, 0.09993, 1.8585, 2.6871, 2.3868, 0.00063546, 0.00063546, 0.00063546
11
10, 1.4794, 2.4455, 1.8708, 0.38653, 0.2007, 0.19075, 0.10681, 1.9893, 2.6615, 2.4068, 0.00062564, 0.00062564, 0.00062564
12
11, 1.4695, 2.3687, 1.8582, 0.54111, 0.20796, 0.21538, 0.11773, 1.8549, 2.4933, 2.3353, 0.00061583, 0.00061583, 0.00061583
13
12, 1.4619, 2.359, 1.8499, 0.43261, 0.19371, 0.19727, 0.10603, 1.8782, 2.5312, 2.3553, 0.00060601, 0.00060601, 0.00060601
14
13, 1.4323, 2.3284, 1.8227, 0.517, 0.22483, 0.21771, 0.13004, 1.8601, 2.4759, 2.3008, 0.00059619, 0.00059619, 0.00059619
15
14, 1.4365, 2.2881, 1.8301, 0.54143, 0.20348, 0.21553, 0.12676, 1.7594, 2.526, 2.2577, 0.00058637, 0.00058637, 0.00058637
16
15, 1.4132, 2.2692, 1.8108, 0.41228, 0.23179, 0.22825, 0.13547, 1.7294, 2.3835, 2.2512, 0.00057655, 0.00057655, 0.00057655
17
16, 1.4065, 2.2363, 1.8051, 0.46417, 0.26366, 0.26031, 0.14842, 1.7527, 2.3128, 2.2291, 0.00056674, 0.00056674, 0.00056674
18
17, 1.403, 2.2288, 1.8055, 0.47861, 0.28403, 0.27152, 0.156, 1.7239, 2.2987, 2.2191, 0.00055692, 0.00055692, 0.00055692
19
18, 1.3818, 2.1739, 1.7919, 0.51589, 0.28476, 0.28168, 0.16241, 1.6996, 2.2607, 2.1966, 0.0005471, 0.0005471, 0.0005471
20
19, 1.381, 2.1755, 1.7911, 0.64864, 0.29991, 0.34012, 0.1988, 1.684, 2.214, 2.17, 0.00053728, 0.00053728, 0.00053728
21
20, 1.3635, 2.1376, 1.7777, 0.47127, 0.28515, 0.28304, 0.17508, 1.7001, 2.1898, 2.1692, 0.00052747, 0.00052747, 0.00052747
22
21, 1.3531, 2.1484, 1.7689, 0.56774, 0.3015, 0.32749, 0.20384, 1.6245, 2.1012, 2.1272, 0.00051765, 0.00051765, 0.00051765
23
22, 1.3497, 2.1093, 1.7665, 0.58785, 0.32323, 0.36042, 0.21894, 1.6308, 2.0712, 2.1369, 0.00050783, 0.00050783, 0.00050783
24
23, 1.3429, 2.0894, 1.7578, 0.60746, 0.32236, 0.36408, 0.22087, 1.6012, 2.0439, 2.1115, 0.00049801, 0.00049801, 0.00049801
25
24, 1.3378, 2.0673, 1.7548, 0.59077, 0.32967, 0.37, 0.22605, 1.6123, 2.0452, 2.1327, 0.0004882, 0.0004882, 0.0004882
26
25, 1.3456, 2.0732, 1.7622, 0.63301, 0.34108, 0.38502, 0.23004, 1.614, 1.9777, 2.1377, 0.00047838, 0.00047838, 0.00047838
27
26, 1.315, 2.0068, 1.7393, 0.60316, 0.37775, 0.40142, 0.24697, 1.5547, 2.0872, 2.0555, 0.00046856, 0.00046856, 0.00046856
28
27, 1.3092, 1.9846, 1.7291, 0.62799, 0.36848, 0.40839, 0.25426, 1.5421, 1.9281, 2.0845, 0.00045874, 0.00045874, 0.00045874
29
28, 1.3066, 1.9699, 1.7308, 0.63468, 0.37368, 0.40984, 0.25778, 1.5555, 1.9012, 2.0529, 0.00044893, 0.00044893, 0.00044893
30
29, 1.3055, 1.9696, 1.7255, 0.63346, 0.39537, 0.42999, 0.26843, 1.5121, 1.8577, 2.0321, 0.00043911, 0.00043911, 0.00043911
31
30, 1.2903, 1.9157, 1.7145, 0.68953, 0.37525, 0.45806, 0.29709, 1.5245, 1.8501, 2.0464, 0.00042929, 0.00042929, 0.00042929
32
31, 1.2775, 1.9004, 1.6977, 0.62512, 0.43529, 0.46964, 0.30262, 1.5004, 1.8342, 2.0356, 0.00041947, 0.00041947, 0.00041947
33
32, 1.2799, 1.8958, 1.7021, 0.69445, 0.39925, 0.46856, 0.29548, 1.4854, 1.7985, 2.0211, 0.00040966, 0.00040966, 0.00040966
34
33, 1.281, 1.8877, 1.7091, 0.67406, 0.40092, 0.45162, 0.27738, 1.5156, 1.8093, 2.0081, 0.00039984, 0.00039984, 0.00039984
35
34, 1.261, 1.8579, 1.6973, 0.69766, 0.41599, 0.47868, 0.30458, 1.456, 1.7731, 1.9729, 0.00039002, 0.00039002, 0.00039002
36
35, 1.2633, 1.8512, 1.6889, 0.65643, 0.43225, 0.47409, 0.30796, 1.4435, 1.7686, 1.9844, 0.0003802, 0.0003802, 0.0003802
37
36, 1.2714, 1.8525, 1.6964, 0.69655, 0.42717, 0.48079, 0.31655, 1.4491, 1.7453, 1.9695, 0.00037039, 0.00037039, 0.00037039
38
37, 1.2564, 1.8429, 1.6852, 0.72626, 0.41457, 0.4969, 0.33338, 1.4071, 1.7177, 1.9411, 0.00036057, 0.00036057, 0.00036057
39
38, 1.2346, 1.789, 1.67, 0.59515, 0.48394, 0.50552, 0.33984, 1.3962, 1.6999, 1.9292, 0.00035075, 0.00035075, 0.00035075
40
39, 1.2358, 1.7945, 1.6713, 0.68946, 0.43509, 0.48758, 0.32312, 1.3962, 1.7138, 1.9302, 0.00034094, 0.00034094, 0.00034094
41
40, 1.2327, 1.7706, 1.6649, 0.71297, 0.42536, 0.50724, 0.33747, 1.4001, 1.7017, 1.9313, 0.00033112, 0.00033112, 0.00033112
42
41, 1.2209, 1.7467, 1.6562, 0.69959, 0.43239, 0.50509, 0.33463, 1.3844, 1.653, 1.9078, 0.0003213, 0.0003213, 0.0003213
43
42, 1.2202, 1.7385, 1.655, 0.66194, 0.4733, 0.54144, 0.37069, 1.3612, 1.6047, 1.9037, 0.00031148, 0.00031148, 0.00031148
44
43, 1.208, 1.7307, 1.6487, 0.73887, 0.44611, 0.54373, 0.36136, 1.3554, 1.6227, 1.8799, 0.00030167, 0.00030167, 0.00030167
45
44, 1.2046, 1.7188, 1.6471, 0.73258, 0.47868, 0.54837, 0.37065, 1.3442, 1.5968, 1.8832, 0.00029185, 0.00029185, 0.00029185
46
45, 1.2025, 1.7225, 1.6468, 0.75441, 0.44562, 0.55059, 0.37034, 1.3399, 1.5915, 1.8646, 0.00028203, 0.00028203, 0.00028203
47
46, 1.2075, 1.6866, 1.6489, 0.63057, 0.54211, 0.58876, 0.39795, 1.3339, 1.5353, 1.8639, 0.00027221, 0.00027221, 0.00027221
48
47, 1.1944, 1.6693, 1.6347, 0.73131, 0.45959, 0.56488, 0.38192, 1.316, 1.5756, 1.8535, 0.0002624, 0.0002624, 0.0002624
49
48, 1.1846, 1.6648, 1.6298, 0.77241, 0.48547, 0.5831, 0.39545, 1.299, 1.5137, 1.8348, 0.00025258, 0.00025258, 0.00025258
50
49, 1.1752, 1.6459, 1.6243, 0.75362, 0.47988, 0.58593, 0.40393, 1.287, 1.5297, 1.8223, 0.00024276, 0.00024276, 0.00024276
51
50, 1.1793, 1.6279, 1.6197, 0.72027, 0.49789, 0.58649, 0.40565, 1.2816, 1.4929, 1.8179, 0.00023294, 0.00023294, 0.00023294
52
51, 1.1645, 1.6201, 1.6167, 0.62866, 0.50906, 0.57014, 0.39447, 1.2648, 1.4804, 1.8111, 0.00022313, 0.00022313, 0.00022313
53
52, 1.1548, 1.6046, 1.6022, 0.74166, 0.53194, 0.61134, 0.42362, 1.2556, 1.4582, 1.7942, 0.00021331, 0.00021331, 0.00021331
54
53, 1.133, 1.5793, 1.5865, 0.77225, 0.48688, 0.59689, 0.41427, 1.2482, 1.4366, 1.7932, 0.00020349, 0.00020349, 0.00020349
55
54, 1.1461, 1.5744, 1.5962, 0.68733, 0.54538, 0.61655, 0.43235, 1.2337, 1.4131, 1.772, 0.00019367, 0.00019367, 0.00019367
56
55, 1.1432, 1.5609, 1.5878, 0.74745, 0.53988, 0.6278, 0.43609, 1.2179, 1.3738, 1.766, 0.00018385, 0.00018385, 0.00018385
57
56, 1.1339, 1.5366, 1.5829, 0.77814, 0.51532, 0.62413, 0.43914, 1.2131, 1.3791, 1.7552, 0.00017404, 0.00017404, 0.00017404
58
57, 1.1372, 1.5448, 1.5869, 0.75138, 0.51753, 0.62605, 0.44394, 1.1876, 1.3657, 1.735, 0.00016422, 0.00016422, 0.00016422
59
58, 1.1132, 1.5133, 1.5749, 0.73035, 0.54104, 0.63092, 0.44141, 1.1963, 1.3641, 1.7434, 0.0001544, 0.0001544, 0.0001544
60
59, 1.1182, 1.5184, 1.5746, 0.75518, 0.54535, 0.63655, 0.45437, 1.1744, 1.3363, 1.7266, 0.00014458, 0.00014458, 0.00014458
61
60, 1.1147, 1.5062, 1.5698, 0.75171, 0.54549, 0.63727, 0.45196, 1.1737, 1.3505, 1.7194, 0.00013477, 0.00013477, 0.00013477
62
61, 1.1019, 1.4772, 1.5586, 0.77305, 0.54785, 0.65107, 0.46381, 1.1651, 1.3011, 1.71, 0.00012495, 0.00012495, 0.00012495
63
62, 1.1147, 1.5057, 1.5781, 0.76228, 0.55987, 0.66377, 0.47109, 1.1538, 1.3061, 1.6996, 0.00011513, 0.00011513, 0.00011513
64
63, 1.1471, 1.3831, 1.7364, 0.72683, 0.551, 0.64467, 0.45874, 1.144, 1.3076, 1.6876, 0.00010531, 0.00010531, 0.00010531
65
64, 1.1084, 1.3083, 1.7028, 0.76548, 0.56357, 0.66532, 0.4766, 1.1107, 1.2775, 1.664, 9.5498e-05, 9.5498e-05, 9.5498e-05
66
65, 1.0972, 1.2821, 1.6877, 0.73339, 0.58475, 0.67369, 0.48561, 1.0993, 1.2707, 1.6512, 8.568e-05, 8.568e-05, 8.568e-05
67
66, 1.0868, 1.2677, 1.6741, 0.72952, 0.57864, 0.67823, 0.48999, 1.0841, 1.2517, 1.6365, 7.5862e-05, 7.5862e-05, 7.5862e-05
68
67, 1.0748, 1.242, 1.6773, 0.75655, 0.58928, 0.69054, 0.50196, 1.0725, 1.227, 1.6274, 6.6045e-05, 6.6045e-05, 6.6045e-05
69
68, 1.0585, 1.2222, 1.6553, 0.76028, 0.59775, 0.69144, 0.50034, 1.0644, 1.2175, 1.617, 5.6227e-05, 5.6227e-05, 5.6227e-05
70
69, 1.049, 1.1966, 1.6549, 0.74948, 0.60347, 0.69627, 0.50328, 1.0561, 1.2143, 1.6083, 4.641e-05, 4.641e-05, 4.641e-05
71
70, 1.0423, 1.2064, 1.6414, 0.7553, 0.60236, 0.69875, 0.50939, 1.0496, 1.217, 1.6027, 3.6592e-05, 3.6592e-05, 3.6592e-05
72
71, 1.0337, 1.1752, 1.6323, 0.76221, 0.61411, 0.70799, 0.51645, 1.0467, 1.1953, 1.6001, 2.6775e-05, 2.6775e-05, 2.6775e-05
73
72, 1.0267, 1.1697, 1.6293, 0.77929, 0.60156, 0.70337, 0.51379, 1.0426, 1.189, 1.5964, 1.6957e-05, 1.6957e-05, 1.6957e-05
74