File size: 33,936 Bytes
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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
1, 1.374, 1.1243, 1.4719, 0.92891, 0.85121, 0.9345, 0.70047, 0.90434, 0.56946, 1.1148, 0.0033319, 0.0033319, 0.0033319
2, 1.2966, 0.94921, 1.3892, 0.92541, 0.82915, 0.91676, 0.68711, 0.91236, 0.61116, 1.1412, 0.0065992, 0.0065992, 0.0065992
3, 1.3611, 1.0686, 1.4489, 0.89867, 0.7879, 0.8798, 0.65004, 0.96323, 0.73431, 1.1792, 0.0098006, 0.0098006, 0.0098006
4, 1.356, 1.0798, 1.4589, 0.92675, 0.82594, 0.91288, 0.68935, 0.89747, 0.62651, 1.1403, 0.009703, 0.009703, 0.009703
5, 1.2836, 0.98237, 1.4006, 0.93003, 0.83857, 0.92359, 0.71018, 0.85192, 0.56988, 1.1123, 0.009604, 0.009604, 0.009604
6, 1.225, 0.90808, 1.3595, 0.93508, 0.85072, 0.93138, 0.72408, 0.82787, 0.53611, 1.1027, 0.009505, 0.009505, 0.009505
7, 1.1898, 0.86845, 1.3412, 0.94123, 0.85631, 0.9382, 0.73254, 0.81327, 0.50947, 1.0929, 0.009406, 0.009406, 0.009406
8, 1.1698, 0.8398, 1.3268, 0.94183, 0.86868, 0.94211, 0.74272, 0.79083, 0.48274, 1.0716, 0.009307, 0.009307, 0.009307
9, 1.1473, 0.81314, 1.3123, 0.94786, 0.87182, 0.94724, 0.74857, 0.77713, 0.46485, 1.0655, 0.009208, 0.009208, 0.009208
10, 1.1299, 0.79242, 1.2973, 0.94919, 0.8777, 0.95053, 0.75295, 0.7772, 0.44856, 1.0697, 0.009109, 0.009109, 0.009109
11, 1.1185, 0.77369, 1.2923, 0.94426, 0.88495, 0.95194, 0.75686, 0.76626, 0.44117, 1.0574, 0.00901, 0.00901, 0.00901
12, 1.1055, 0.7597, 1.2783, 0.94995, 0.87741, 0.95323, 0.76066, 0.75658, 0.43236, 1.0432, 0.008911, 0.008911, 0.008911
13, 1.0969, 0.74912, 1.2716, 0.94687, 0.88474, 0.95509, 0.7615, 0.7543, 0.42231, 1.0448, 0.008812, 0.008812, 0.008812
14, 1.0805, 0.73542, 1.2606, 0.94896, 0.88903, 0.95602, 0.76539, 0.74862, 0.4222, 1.0489, 0.008713, 0.008713, 0.008713
15, 1.0715, 0.72339, 1.2612, 0.94722, 0.8932, 0.95647, 0.76616, 0.74816, 0.41093, 1.0456, 0.008614, 0.008614, 0.008614
16, 1.0661, 0.71643, 1.2537, 0.95207, 0.89252, 0.95958, 0.76928, 0.74333, 0.40286, 1.0407, 0.008515, 0.008515, 0.008515
17, 1.0608, 0.70936, 1.2531, 0.95362, 0.89295, 0.96059, 0.77167, 0.7392, 0.40008, 1.038, 0.008416, 0.008416, 0.008416
18, 1.0511, 0.69597, 1.2466, 0.95341, 0.89313, 0.96131, 0.77185, 0.73836, 0.39566, 1.0387, 0.008317, 0.008317, 0.008317
19, 1.0445, 0.69027, 1.2383, 0.94602, 0.89962, 0.96143, 0.77233, 0.73897, 0.39171, 1.0364, 0.008218, 0.008218, 0.008218
20, 1.0418, 0.68614, 1.2354, 0.95074, 0.89784, 0.96216, 0.77277, 0.73973, 0.39191, 1.0361, 0.008119, 0.008119, 0.008119
21, 1.0352, 0.68294, 1.2389, 0.94745, 0.90122, 0.96263, 0.77311, 0.74019, 0.38908, 1.0378, 0.00802, 0.00802, 0.00802
22, 1.0251, 0.67047, 1.2323, 0.95074, 0.89894, 0.96294, 0.77432, 0.73713, 0.38574, 1.0365, 0.007921, 0.007921, 0.007921
23, 1.0226, 0.66394, 1.2245, 0.95023, 0.90099, 0.96311, 0.77555, 0.73638, 0.38419, 1.0351, 0.007822, 0.007822, 0.007822
24, 1.021, 0.66416, 1.2295, 0.95086, 0.90118, 0.96372, 0.77601, 0.7353, 0.3835, 1.0352, 0.007723, 0.007723, 0.007723
25, 1.0157, 0.65645, 1.2255, 0.951, 0.90242, 0.96391, 0.7768, 0.73403, 0.38087, 1.0349, 0.007624, 0.007624, 0.007624
26, 1.0116, 0.65197, 1.2151, 0.95136, 0.90158, 0.96419, 0.77696, 0.73282, 0.37976, 1.0342, 0.007525, 0.007525, 0.007525
27, 1.0109, 0.64947, 1.22, 0.95117, 0.90126, 0.9642, 0.77744, 0.73232, 0.37847, 1.0341, 0.007426, 0.007426, 0.007426
28, 1.0074, 0.64521, 1.2132, 0.94842, 0.90406, 0.96444, 0.77785, 0.73252, 0.37697, 1.0342, 0.007327, 0.007327, 0.007327
29, 1.0025, 0.64414, 1.2206, 0.94864, 0.90412, 0.96481, 0.77802, 0.73265, 0.37606, 1.0349, 0.007228, 0.007228, 0.007228
30, 0.99487, 0.63909, 1.215, 0.94967, 0.90419, 0.96499, 0.77824, 0.73237, 0.37545, 1.0347, 0.007129, 0.007129, 0.007129
31, 0.99146, 0.63538, 1.2058, 0.94904, 0.90424, 0.96519, 0.77865, 0.73228, 0.37498, 1.0346, 0.00703, 0.00703, 0.00703
32, 0.98719, 0.62963, 1.21, 0.94813, 0.90597, 0.9652, 0.77897, 0.73163, 0.37447, 1.0344, 0.006931, 0.006931, 0.006931
33, 0.98407, 0.62699, 1.2063, 0.94934, 0.90602, 0.96541, 0.77902, 0.73164, 0.37335, 1.0345, 0.006832, 0.006832, 0.006832
34, 0.97729, 0.62045, 1.2033, 0.94913, 0.90542, 0.96552, 0.77928, 0.73092, 0.37296, 1.0343, 0.006733, 0.006733, 0.006733
35, 0.97536, 0.61764, 1.1994, 0.94947, 0.90542, 0.9653, 0.77905, 0.73061, 0.37201, 1.0343, 0.006634, 0.006634, 0.006634
36, 0.96792, 0.61063, 1.1948, 0.94931, 0.90664, 0.96553, 0.77929, 0.73073, 0.37194, 1.0343, 0.006535, 0.006535, 0.006535
37, 0.96895, 0.61173, 1.1922, 0.94874, 0.90733, 0.96549, 0.77971, 0.7302, 0.37157, 1.034, 0.006436, 0.006436, 0.006436
38, 0.96435, 0.60875, 1.1942, 0.94794, 0.90767, 0.96552, 0.78016, 0.72994, 0.37067, 1.034, 0.006337, 0.006337, 0.006337
39, 0.9662, 0.6085, 1.1899, 0.94962, 0.90615, 0.96549, 0.77998, 0.72937, 0.36999, 1.0336, 0.006238, 0.006238, 0.006238
40, 0.95873, 0.59966, 1.1828, 0.94892, 0.90697, 0.96547, 0.78058, 0.72918, 0.36968, 1.0334, 0.006139, 0.006139, 0.006139
41, 0.95857, 0.60018, 1.1824, 0.94921, 0.90732, 0.96561, 0.78067, 0.72872, 0.36877, 1.0329, 0.00604, 0.00604, 0.00604
42, 0.95414, 0.59506, 1.1762, 0.94943, 0.90733, 0.96564, 0.78059, 0.72833, 0.36821, 1.0324, 0.005941, 0.005941, 0.005941
43, 0.94784, 0.5881, 1.1758, 0.95041, 0.90638, 0.96576, 0.78095, 0.72824, 0.36768, 1.0321, 0.005842, 0.005842, 0.005842
44, 0.94901, 0.58843, 1.1804, 0.95053, 0.90662, 0.96591, 0.78127, 0.72782, 0.36728, 1.0315, 0.005743, 0.005743, 0.005743
45, 0.94192, 0.58633, 1.1761, 0.94899, 0.90815, 0.96612, 0.78126, 0.72754, 0.36639, 1.0311, 0.005644, 0.005644, 0.005644
46, 0.94053, 0.58304, 1.1718, 0.94901, 0.90876, 0.96603, 0.78177, 0.72743, 0.3661, 1.0308, 0.005545, 0.005545, 0.005545
47, 0.93599, 0.57727, 1.1798, 0.9494, 0.90809, 0.966, 0.78192, 0.72738, 0.36579, 1.0308, 0.005446, 0.005446, 0.005446
48, 0.93531, 0.57822, 1.1789, 0.94969, 0.90843, 0.96604, 0.78232, 0.7273, 0.3648, 1.0309, 0.005347, 0.005347, 0.005347
49, 0.93432, 0.57257, 1.1624, 0.94975, 0.90869, 0.96616, 0.78259, 0.72719, 0.36407, 1.0305, 0.005248, 0.005248, 0.005248
50, 0.92913, 0.56999, 1.1661, 0.9493, 0.9091, 0.96627, 0.78281, 0.72702, 0.36334, 1.0303, 0.005149, 0.005149, 0.005149
51, 0.92612, 0.56707, 1.1564, 0.94964, 0.90897, 0.96643, 0.78274, 0.72667, 0.36287, 1.0296, 0.00505, 0.00505, 0.00505
52, 0.91984, 0.56072, 1.1586, 0.95053, 0.90924, 0.96669, 0.78297, 0.72623, 0.36203, 1.0291, 0.004951, 0.004951, 0.004951
53, 0.92233, 0.56511, 1.1586, 0.95077, 0.90993, 0.96681, 0.78342, 0.72592, 0.36127, 1.0286, 0.004852, 0.004852, 0.004852
54, 0.91757, 0.55839, 1.1528, 0.95211, 0.90931, 0.96675, 0.78354, 0.72599, 0.36051, 1.0284, 0.004753, 0.004753, 0.004753
55, 0.91344, 0.5553, 1.1471, 0.95225, 0.90959, 0.96664, 0.78362, 0.72616, 0.36, 1.028, 0.004654, 0.004654, 0.004654
56, 0.90625, 0.54879, 1.1494, 0.95224, 0.90958, 0.96671, 0.78369, 0.72615, 0.35906, 1.0275, 0.004555, 0.004555, 0.004555
57, 0.90534, 0.54525, 1.1443, 0.95198, 0.90979, 0.96685, 0.78379, 0.72612, 0.3582, 1.0268, 0.004456, 0.004456, 0.004456
58, 0.90468, 0.54641, 1.1528, 0.95135, 0.90942, 0.96677, 0.78373, 0.72637, 0.35746, 1.0268, 0.004357, 0.004357, 0.004357
59, 0.89994, 0.53806, 1.1426, 0.9515, 0.90986, 0.96682, 0.78413, 0.72664, 0.35699, 1.027, 0.004258, 0.004258, 0.004258
60, 0.89838, 0.53943, 1.143, 0.95183, 0.90953, 0.967, 0.78413, 0.727, 0.35588, 1.0271, 0.004159, 0.004159, 0.004159
61, 0.891, 0.53167, 1.1445, 0.95229, 0.90919, 0.96707, 0.78455, 0.72716, 0.35544, 1.0273, 0.00406, 0.00406, 0.00406
62, 0.88856, 0.52967, 1.1392, 0.95017, 0.91082, 0.96714, 0.78433, 0.72664, 0.35509, 1.0268, 0.003961, 0.003961, 0.003961
63, 0.88635, 0.52668, 1.1338, 0.95047, 0.91143, 0.96737, 0.78481, 0.727, 0.35423, 1.0267, 0.003862, 0.003862, 0.003862
64, 0.88366, 0.52522, 1.1306, 0.95146, 0.91075, 0.96723, 0.7853, 0.72684, 0.35353, 1.0261, 0.003763, 0.003763, 0.003763
65, 0.88317, 0.52479, 1.1344, 0.95272, 0.90954, 0.96742, 0.7857, 0.72671, 0.35271, 1.026, 0.003664, 0.003664, 0.003664
66, 0.87403, 0.51721, 1.1368, 0.952, 0.9114, 0.96751, 0.78593, 0.72674, 0.35233, 1.0265, 0.003565, 0.003565, 0.003565
67, 0.87345, 0.51509, 1.1291, 0.95539, 0.90961, 0.96771, 0.78618, 0.7263, 0.35144, 1.0263, 0.003466, 0.003466, 0.003466
68, 0.86603, 0.51025, 1.1311, 0.95534, 0.91002, 0.96756, 0.78645, 0.72637, 0.35103, 1.0267, 0.003367, 0.003367, 0.003367
69, 0.8675, 0.51167, 1.1373, 0.9547, 0.91027, 0.96765, 0.78655, 0.72645, 0.3504, 1.0272, 0.003268, 0.003268, 0.003268
70, 0.8603, 0.50283, 1.1239, 0.95384, 0.91143, 0.96774, 0.78672, 0.72645, 0.34995, 1.0275, 0.003169, 0.003169, 0.003169
71, 0.85646, 0.49996, 1.1207, 0.95478, 0.91068, 0.96774, 0.78693, 0.72658, 0.34904, 1.0276, 0.00307, 0.00307, 0.00307
72, 0.85617, 0.49735, 1.1251, 0.95392, 0.91184, 0.96795, 0.78701, 0.72666, 0.34843, 1.0277, 0.002971, 0.002971, 0.002971
73, 0.85073, 0.49229, 1.1242, 0.95438, 0.91143, 0.96806, 0.78743, 0.72652, 0.34784, 1.0279, 0.002872, 0.002872, 0.002872
74, 0.85015, 0.49283, 1.1169, 0.95545, 0.91094, 0.96839, 0.78747, 0.72661, 0.34735, 1.0279, 0.002773, 0.002773, 0.002773
75, 0.84011, 0.48379, 1.1067, 0.95579, 0.91079, 0.9685, 0.78784, 0.72622, 0.34674, 1.0274, 0.002674, 0.002674, 0.002674
76, 0.84238, 0.48297, 1.1118, 0.95513, 0.91143, 0.96852, 0.7876, 0.72595, 0.34618, 1.0273, 0.002575, 0.002575, 0.002575
77, 0.83366, 0.47697, 1.1062, 0.95595, 0.91136, 0.96863, 0.78785, 0.72607, 0.34609, 1.0275, 0.002476, 0.002476, 0.002476
78, 0.83031, 0.47691, 1.1075, 0.95564, 0.91143, 0.96858, 0.78795, 0.72609, 0.34574, 1.0276, 0.002377, 0.002377, 0.002377
79, 0.82435, 0.46903, 1.0964, 0.95689, 0.91102, 0.9686, 0.78824, 0.72614, 0.34541, 1.0275, 0.002278, 0.002278, 0.002278
80, 0.82071, 0.4655, 1.0954, 0.95837, 0.91017, 0.96857, 0.78823, 0.72592, 0.34517, 1.0269, 0.002179, 0.002179, 0.002179
81, 0.81612, 0.46313, 1.099, 0.95668, 0.91109, 0.96871, 0.78826, 0.72605, 0.34474, 1.0269, 0.00208, 0.00208, 0.00208
82, 0.81335, 0.46159, 1.0968, 0.95688, 0.91083, 0.96878, 0.78844, 0.72631, 0.34434, 1.0269, 0.001981, 0.001981, 0.001981
83, 0.8103, 0.45727, 1.0922, 0.95707, 0.91082, 0.96873, 0.78886, 0.72651, 0.34432, 1.0271, 0.001882, 0.001882, 0.001882
84, 0.80626, 0.45301, 1.0849, 0.95748, 0.91068, 0.96867, 0.78884, 0.72641, 0.34428, 1.0268, 0.001783, 0.001783, 0.001783
85, 0.80177, 0.44796, 1.0798, 0.95836, 0.91013, 0.9686, 0.78892, 0.72644, 0.34433, 1.0265, 0.001684, 0.001684, 0.001684
86, 0.79356, 0.44406, 1.0758, 0.95766, 0.91013, 0.96866, 0.78915, 0.72642, 0.34412, 1.0262, 0.001585, 0.001585, 0.001585
87, 0.78641, 0.43612, 1.0727, 0.95928, 0.90925, 0.96863, 0.78901, 0.7265, 0.34382, 1.026, 0.001486, 0.001486, 0.001486
88, 0.78691, 0.43627, 1.0707, 0.95894, 0.90938, 0.96845, 0.78908, 0.72674, 0.34331, 1.0259, 0.001387, 0.001387, 0.001387
89, 0.78326, 0.43557, 1.0724, 0.95942, 0.90938, 0.96853, 0.78938, 0.72668, 0.3433, 1.0258, 0.001288, 0.001288, 0.001288
90, 0.7758, 0.42764, 1.0679, 0.9588, 0.90993, 0.96841, 0.78932, 0.727, 0.34326, 1.026, 0.001189, 0.001189, 0.001189
91, 0.77084, 0.35345, 1.0721, 0.95798, 0.91041, 0.96827, 0.78934, 0.72672, 0.3432, 1.0255, 0.00109, 0.00109, 0.00109
92, 0.75917, 0.34653, 1.0635, 0.95819, 0.91041, 0.96826, 0.78936, 0.72661, 0.34346, 1.0252, 0.000991, 0.000991, 0.000991
93, 0.75087, 0.34272, 1.0608, 0.95697, 0.91131, 0.96787, 0.78938, 0.72672, 0.34368, 1.0254, 0.000892, 0.000892, 0.000892
94, 0.74187, 0.33648, 1.0484, 0.9554, 0.91232, 0.96754, 0.78915, 0.7271, 0.34404, 1.0255, 0.000793, 0.000793, 0.000793
95, 0.73814, 0.33116, 1.0496, 0.95213, 0.91512, 0.96742, 0.7893, 0.72715, 0.34433, 1.0256, 0.000694, 0.000694, 0.000694
96, 0.72778, 0.32954, 1.0466, 0.95211, 0.91512, 0.96713, 0.78949, 0.7273, 0.34456, 1.0259, 0.000595, 0.000595, 0.000595
97, 0.72434, 0.32416, 1.0447, 0.95571, 0.91064, 0.96684, 0.78932, 0.72746, 0.34502, 1.0261, 0.000496, 0.000496, 0.000496
98, 0.71501, 0.3196, 1.0406, 0.95532, 0.911, 0.96657, 0.78912, 0.72767, 0.34491, 1.0265, 0.000397, 0.000397, 0.000397
99, 0.71331, 0.31783, 1.0398, 0.95507, 0.91136, 0.96635, 0.78918, 0.72788, 0.34494, 1.0269, 0.000298, 0.000298, 0.000298
100, 0.7066, 0.31406, 1.0334, 0.95393, 0.91206, 0.9661, 0.78925, 0.72846, 0.34514, 1.0275, 0.000199, 0.000199, 0.000199
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