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, 1.1988, 1.6343, 1.6252, 0.71552, 0.53564, 0.60596, 0.41121, 1.2027, 1.3155, 1.7287, 0.0002374, 0.0002374, 0.0002374
3
2, 1.1651, 1.5462, 1.5943, 0.70339, 0.5223, 0.58526, 0.3756, 1.3047, 1.4371, 1.8161, 0.00046886, 0.00046886, 0.00046886
4
3, 1.2839, 1.7545, 1.6838, 0.65521, 0.40005, 0.45801, 0.28967, 1.4184, 1.6151, 1.9186, 0.00069378, 0.00069378, 0.00069378
5
4, 1.3031, 1.7757, 1.6982, 0.60067, 0.44306, 0.48296, 0.2816, 1.4753, 1.6554, 1.9585, 0.00068455, 0.00068455, 0.00068455
6
5, 1.2994, 1.7803, 1.6969, 0.59964, 0.4589, 0.48976, 0.30314, 1.4488, 1.6687, 1.9472, 0.00067473, 0.00067473, 0.00067473
7
6, 1.2903, 1.7813, 1.6937, 0.64599, 0.43202, 0.48886, 0.30768, 1.4419, 1.6271, 1.9539, 0.00066491, 0.00066491, 0.00066491
8
7, 1.2962, 1.7672, 1.693, 0.61577, 0.46334, 0.49865, 0.31306, 1.4249, 1.6394, 1.9344, 0.00065509, 0.00065509, 0.00065509
9
8, 1.2747, 1.7301, 1.6728, 0.59719, 0.4333, 0.47928, 0.30085, 1.3884, 1.6793, 1.9025, 0.00064528, 0.00064528, 0.00064528
10
9, 1.2662, 1.731, 1.6731, 0.62698, 0.4398, 0.48754, 0.30301, 1.4329, 1.6015, 1.9364, 0.00063546, 0.00063546, 0.00063546
11
10, 1.2412, 1.685, 1.6534, 0.68824, 0.4391, 0.52525, 0.32901, 1.4079, 1.5527, 1.9155, 0.00062564, 0.00062564, 0.00062564
12
11, 1.2544, 1.6839, 1.6608, 0.67309, 0.47558, 0.54859, 0.34177, 1.3836, 1.4634, 1.8812, 0.00061583, 0.00061583, 0.00061583
13
12, 1.2367, 1.6518, 1.6391, 0.67504, 0.46868, 0.54732, 0.33433, 1.3916, 1.5137, 1.8844, 0.00060601, 0.00060601, 0.00060601
14
13, 1.236, 1.657, 1.6464, 0.65773, 0.49529, 0.55864, 0.35637, 1.3269, 1.4954, 1.8521, 0.00059619, 0.00059619, 0.00059619
15
14, 1.2395, 1.6678, 1.6429, 0.62937, 0.46428, 0.54987, 0.34408, 1.3366, 1.554, 1.8618, 0.00058637, 0.00058637, 0.00058637
16
15, 1.2318, 1.6301, 1.6374, 0.66738, 0.46978, 0.54819, 0.34204, 1.3434, 1.5095, 1.8593, 0.00057655, 0.00057655, 0.00057655
17
16, 1.2268, 1.6226, 1.631, 0.61689, 0.51115, 0.56745, 0.35887, 1.3401, 1.4698, 1.8483, 0.00056674, 0.00056674, 0.00056674
18
17, 1.2161, 1.6069, 1.6264, 0.61482, 0.54849, 0.60744, 0.39442, 1.3208, 1.4486, 1.8275, 0.00055692, 0.00055692, 0.00055692
19
18, 1.2016, 1.5787, 1.6217, 0.73594, 0.48847, 0.62929, 0.39978, 1.3127, 1.4333, 1.8206, 0.0005471, 0.0005471, 0.0005471
20
19, 1.2077, 1.5838, 1.6133, 0.66005, 0.51849, 0.59395, 0.37833, 1.2941, 1.355, 1.8025, 0.00053728, 0.00053728, 0.00053728
21
20, 1.1862, 1.5562, 1.6012, 0.64754, 0.53676, 0.60403, 0.39232, 1.276, 1.3342, 1.7858, 0.00052747, 0.00052747, 0.00052747
22
21, 1.2036, 1.5828, 1.6176, 0.67544, 0.56507, 0.63688, 0.41299, 1.2662, 1.3772, 1.7796, 0.00051765, 0.00051765, 0.00051765
23
22, 1.1881, 1.537, 1.6013, 0.71446, 0.54732, 0.63539, 0.40828, 1.2728, 1.3253, 1.7828, 0.00050783, 0.00050783, 0.00050783
24
23, 1.1732, 1.5116, 1.5945, 0.64473, 0.58321, 0.64178, 0.41881, 1.2397, 1.3173, 1.7552, 0.00049801, 0.00049801, 0.00049801
25
24, 1.175, 1.5267, 1.5913, 0.68893, 0.56641, 0.64711, 0.42174, 1.2415, 1.308, 1.7649, 0.0004882, 0.0004882, 0.0004882
26
25, 1.1677, 1.4978, 1.5837, 0.70344, 0.56616, 0.65972, 0.4241, 1.2343, 1.2892, 1.7446, 0.00047838, 0.00047838, 0.00047838
27
26, 1.1673, 1.4994, 1.5926, 0.68324, 0.54891, 0.63361, 0.42194, 1.2118, 1.3245, 1.7272, 0.00046856, 0.00046856, 0.00046856
28
27, 1.1527, 1.4707, 1.5728, 0.69431, 0.55991, 0.65642, 0.44587, 1.1794, 1.2387, 1.7064, 0.00045874, 0.00045874, 0.00045874
29
28, 1.1499, 1.4699, 1.5701, 0.71564, 0.57844, 0.67109, 0.44929, 1.1749, 1.2388, 1.7016, 0.00044893, 0.00044893, 0.00044893
30
29, 1.1407, 1.4579, 1.5605, 0.72666, 0.59582, 0.69061, 0.46453, 1.1735, 1.1986, 1.7092, 0.00043911, 0.00043911, 0.00043911
31
30, 1.1432, 1.4417, 1.5634, 0.76234, 0.62325, 0.71536, 0.47305, 1.1553, 1.186, 1.6785, 0.00042929, 0.00042929, 0.00042929
32
31, 1.1423, 1.4299, 1.5571, 0.80203, 0.60151, 0.72524, 0.47755, 1.1551, 1.1835, 1.6732, 0.00041947, 0.00041947, 0.00041947
33
32, 1.1319, 1.424, 1.545, 0.73093, 0.60379, 0.70759, 0.47579, 1.1385, 1.1944, 1.6709, 0.00040966, 0.00040966, 0.00040966
34
33, 1.1225, 1.4137, 1.5547, 0.73209, 0.61232, 0.70041, 0.47874, 1.1325, 1.1727, 1.6482, 0.00039984, 0.00039984, 0.00039984
35
34, 1.1195, 1.397, 1.5423, 0.74336, 0.62722, 0.71766, 0.48394, 1.1349, 1.1657, 1.6535, 0.00039002, 0.00039002, 0.00039002
36
35, 1.1026, 1.3755, 1.5312, 0.79773, 0.60304, 0.72471, 0.494, 1.1215, 1.1327, 1.643, 0.0003802, 0.0003802, 0.0003802
37
36, 1.0975, 1.3666, 1.5238, 0.71738, 0.63053, 0.70708, 0.48114, 1.1247, 1.1347, 1.6316, 0.00037039, 0.00037039, 0.00037039
38
37, 1.0978, 1.3558, 1.525, 0.79357, 0.62456, 0.74372, 0.50797, 1.0883, 1.0885, 1.6011, 0.00036057, 0.00036057, 0.00036057
39
38, 1.0956, 1.3594, 1.5259, 0.75235, 0.64187, 0.73529, 0.50795, 1.0879, 1.0711, 1.603, 0.00035075, 0.00035075, 0.00035075
40
39, 1.0783, 1.327, 1.5053, 0.76556, 0.63619, 0.73629, 0.50883, 1.0833, 1.067, 1.5981, 0.00034094, 0.00034094, 0.00034094
41
40, 1.0904, 1.3405, 1.5252, 0.76977, 0.66331, 0.7618, 0.5298, 1.0679, 1.062, 1.591, 0.00033112, 0.00033112, 0.00033112
42
41, 1.0832, 1.3186, 1.5119, 0.77606, 0.65205, 0.75525, 0.52875, 1.0561, 1.04, 1.5721, 0.0003213, 0.0003213, 0.0003213
43
42, 1.076, 1.3241, 1.5055, 0.7809, 0.66753, 0.7575, 0.53674, 1.0499, 1.0406, 1.5679, 0.00031148, 0.00031148, 0.00031148
44
43, 1.0636, 1.3094, 1.4996, 0.78695, 0.70415, 0.78465, 0.55208, 1.0302, 1.0249, 1.5554, 0.00030167, 0.00030167, 0.00030167
45
44, 1.0657, 1.2992, 1.5006, 0.76796, 0.69882, 0.78106, 0.55793, 1.0235, 1.01, 1.547, 0.00029185, 0.00029185, 0.00029185
46
45, 1.0516, 1.2788, 1.4849, 0.76804, 0.68947, 0.77423, 0.54193, 1.0347, 1.0169, 1.5545, 0.00028203, 0.00028203, 0.00028203
47
46, 1.0447, 1.2599, 1.4786, 0.76548, 0.70777, 0.78697, 0.55245, 1.0042, 1.0011, 1.5319, 0.00027221, 0.00027221, 0.00027221
48
47, 1.0389, 1.2531, 1.4754, 0.79237, 0.70125, 0.7886, 0.55636, 1.004, 0.98191, 1.5235, 0.0002624, 0.0002624, 0.0002624
49
48, 1.0395, 1.2434, 1.4788, 0.83748, 0.67824, 0.79986, 0.58049, 0.98729, 0.95892, 1.5102, 0.00025258, 0.00025258, 0.00025258
50
49, 1.0497, 1.2658, 1.4853, 0.81021, 0.6926, 0.8096, 0.57719, 0.9882, 0.9557, 1.5045, 0.00024276, 0.00024276, 0.00024276
51
50, 1.0272, 1.23, 1.462, 0.80619, 0.70858, 0.80318, 0.58335, 0.97643, 0.94805, 1.4989, 0.00023294, 0.00023294, 0.00023294
52
51, 1.0202, 1.228, 1.4646, 0.82875, 0.6988, 0.80751, 0.58193, 0.97004, 0.94682, 1.4929, 0.00022313, 0.00022313, 0.00022313
53
52, 1.0166, 1.2224, 1.4641, 0.85802, 0.70881, 0.82189, 0.60725, 0.95412, 0.9438, 1.477, 0.00021331, 0.00021331, 0.00021331
54
53, 1.0117, 1.1956, 1.4538, 0.8497, 0.70844, 0.81575, 0.59618, 0.95287, 0.92471, 1.4776, 0.00020349, 0.00020349, 0.00020349
55
54, 1.002, 1.2102, 1.4541, 0.81828, 0.73601, 0.82009, 0.60322, 0.94575, 0.91469, 1.4675, 0.00019367, 0.00019367, 0.00019367
56
55, 1.0109, 1.2077, 1.4553, 0.84589, 0.73919, 0.83307, 0.61589, 0.94098, 0.90046, 1.4588, 0.00018385, 0.00018385, 0.00018385
57
56, 0.99031, 1.1758, 1.4389, 0.85519, 0.7212, 0.83421, 0.61717, 0.92411, 0.89088, 1.4473, 0.00017404, 0.00017404, 0.00017404
58
57, 0.99767, 1.1813, 1.444, 0.8606, 0.72936, 0.84081, 0.61989, 0.92766, 0.88689, 1.4469, 0.00016422, 0.00016422, 0.00016422
59
58, 1.005, 1.1828, 1.4459, 0.85553, 0.74149, 0.83972, 0.62351, 0.92472, 0.8919, 1.4439, 0.0001544, 0.0001544, 0.0001544
60
59, 0.99548, 1.1655, 1.4382, 0.87673, 0.73738, 0.84715, 0.62791, 0.91504, 0.87232, 1.4347, 0.00014458, 0.00014458, 0.00014458
61
60, 0.98489, 1.1526, 1.432, 0.84774, 0.76033, 0.84579, 0.62803, 0.91397, 0.86337, 1.4359, 0.00013477, 0.00013477, 0.00013477
62
61, 0.98179, 1.146, 1.4298, 0.85791, 0.74316, 0.84895, 0.63315, 0.90232, 0.84648, 1.4224, 0.00012495, 0.00012495, 0.00012495
63
62, 0.97031, 1.1357, 1.425, 0.86577, 0.75392, 0.85344, 0.63537, 0.89817, 0.85546, 1.4215, 0.00011513, 0.00011513, 0.00011513
64
63, 0.94965, 0.96612, 1.5097, 0.83429, 0.76914, 0.84767, 0.62405, 0.89128, 0.8572, 1.4103, 0.00010531, 0.00010531, 0.00010531
65
64, 0.92291, 0.9029, 1.4843, 0.85587, 0.76157, 0.85575, 0.63278, 0.87426, 0.84049, 1.3917, 9.5498e-05, 9.5498e-05, 9.5498e-05
66
65, 0.90134, 0.87851, 1.4778, 0.87574, 0.74225, 0.8583, 0.64823, 0.8564, 0.81978, 1.3785, 8.568e-05, 8.568e-05, 8.568e-05
67
66, 0.88992, 0.85875, 1.4538, 0.88084, 0.76256, 0.86349, 0.65391, 0.84161, 0.81003, 1.3641, 7.5862e-05, 7.5862e-05, 7.5862e-05
68
67, 0.86798, 0.84018, 1.4374, 0.87852, 0.76189, 0.86538, 0.65835, 0.83561, 0.80201, 1.3562, 6.6045e-05, 6.6045e-05, 6.6045e-05
69
68, 0.87422, 0.83475, 1.4435, 0.86943, 0.78194, 0.87303, 0.66794, 0.83074, 0.79291, 1.3505, 5.6227e-05, 5.6227e-05, 5.6227e-05
70
69, 0.85585, 0.82052, 1.4258, 0.88106, 0.77257, 0.87397, 0.66248, 0.82326, 0.78925, 1.3436, 4.641e-05, 4.641e-05, 4.641e-05
71
70, 0.8568, 0.81792, 1.4226, 0.89624, 0.76665, 0.87613, 0.66944, 0.81948, 0.7759, 1.3381, 3.6592e-05, 3.6592e-05, 3.6592e-05
72
71, 0.85176, 0.80666, 1.4226, 0.86772, 0.78302, 0.8753, 0.67055, 0.81357, 0.77657, 1.3324, 2.6775e-05, 2.6775e-05, 2.6775e-05
73
72, 0.85717, 0.81365, 1.4255, 0.88814, 0.78351, 0.87834, 0.67415, 0.80891, 0.77274, 1.3284, 1.6957e-05, 1.6957e-05, 1.6957e-05
74