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, 0, 122.13, 0, 0, 0, 0, 0, 2.6711, 5.1296, 3.239, 2.142e-05, 2.142e-05, 2.142e-05
2, 0, 122.21, 0, 0, 0, 0, 0, 2.7007, 5.0971, 3.2629, 4.9485e-05, 4.9485e-05, 4.9485e-05
3, 0, 119.62, 0, 0, 0, 0, 0, 2.7244, 5.0678, 3.31, 7.6985e-05, 7.6985e-05, 7.6985e-05
4, 0, 112.85, 0, 0, 0, 0, 0, 2.7873, 5.2258, 3.3662, 0.00010392, 0.00010392, 0.00010392
5, 0, 103.62, 0, 0, 0, 0, 0, 2.7888, 7.651, 3.434, 0.00013029, 0.00013029, 0.00013029
6, 0, 95.838, 0, 0, 0, 0, 0, 2.903, 95.669, 3.3669, 0.00015609, 0.00015609, 0.00015609
7, 0, 88.386, 0, 0, 0, 0, 0, 2.9446, 352.1, 3.3531, 0.00018133, 0.00018133, 0.00018133
8, 0, 81.423, 0, 0, 0, 0, 0, 2.9916, inf, 3.2922, 0.000206, 0.000206, 0.000206
9, 0, 74.675, 0, 0, 0, 0, 0, 3.0286, inf, 3.271, 0.00023011, 0.00023011, 0.00023011
10, 0, 67.981, 0, 0, 0, 0, 0, 2.9876, inf, 3.2384, 0.00025365, 0.00025365, 0.00025365
11, 0, 61.323, 0, 0, 0, 0, 0, 2.9542, 243.84, 3.1844, 0.00027663, 0.00027663, 0.00027663
12, 0, 55.076, 0, 0, 0, 0, 0, 2.9216, 12.594, 3.0861, 0.00029904, 0.00029904, 0.00029904
13, 0, 49.032, 0, 0, 0, 0, 0, 2.8922, 5.9229, 3.0357, 0.00032088, 0.00032088, 0.00032088
14, 0, 45.502, 0, 0, 0, 0, 0, 2.8107, 5.5383, 2.9988, 0.00034216, 0.00034216, 0.00034216
15, 0, 42.441, 0, 0, 0, 0, 0, 2.8653, 5.5442, 3.0299, 0.00036287, 0.00036287, 0.00036287
16, 0, 39.419, 0, 0, 0, 0, 0, 2.847, 5.6054, 3.0504, 0.00038302, 0.00038302, 0.00038302
17, 0, 36.488, 0, 0, 0, 0, 0, 2.8323, 5.6374, 3.0591, 0.0004026, 0.0004026, 0.0004026
18, 0, 33.644, 0, 0, 0, 0, 0, 2.8666, 5.6906, 3.0655, 0.00042162, 0.00042162, 0.00042162
19, 0, 30.828, 0, 0, 0, 0, 0, 2.8474, 5.7424, 3.1071, 0.00044007, 0.00044007, 0.00044007
20, 0, 28.097, 0, 0, 0, 0, 0, 2.8747, 5.7833, 3.1354, 0.00045796, 0.00045796, 0.00045796
21, 0, 25.591, 0, 0, 0, 0, 0, 2.8883, 5.8265, 3.1279, 0.00047528, 0.00047528, 0.00047528
22, 0, 23.238, 0, 0, 0, 0, 0, 2.9107, 5.8784, 3.1409, 0.00049204, 0.00049204, 0.00049204
23, 0, 20.945, 0, 0, 0, 0, 0, 2.9289, 5.9421, 3.1556, 0.00050823, 0.00050823, 0.00050823
24, 0, 18.807, 0, 0, 0, 0, 0, 2.923, 5.9786, 3.1264, 0.00052385, 0.00052385, 0.00052385
25, 0, 16.863, 0, 0, 0, 0, 0, 2.9274, 6.0364, 3.0551, 0.00053891, 0.00053891, 0.00053891
26, 0, 15.064, 0, 0, 0, 0, 0, 2.8955, 6.1119, 3.0387, 0.00053728, 0.00053728, 0.00053728
27, 0, 13.386, 0, 0, 0, 0, 0, 2.8556, 6.2167, 2.9983, 0.00053022, 0.00053022, 0.00053022
28, 0, 11.961, 0, 0, 0, 0, 0, 2.8518, 6.2908, 3.0015, 0.00052315, 0.00052315, 0.00052315
29, 0, 10.811, 0, 0, 0, 0, 0, 2.8902, 6.344, 3.0163, 0.00051608, 0.00051608, 0.00051608
30, 0, 9.6223, 0, 0, 0, 0, 0, 2.8823, 6.364, 3.0264, 0.00050901, 0.00050901, 0.00050901
31, 0, 8.5639, 0, 0, 0, 0, 0, 2.9034, 6.4365, 3.0165, 0.00050194, 0.00050194, 0.00050194
32, 0, 7.6976, 0, 0, 0, 0, 0, 2.894, 6.492, 3.046, 0.00049487, 0.00049487, 0.00049487
33, 0, 6.9448, 0, 0, 0, 0, 0, 2.9005, 6.5591, 3.0587, 0.0004878, 0.0004878, 0.0004878
34, 0, 6.3041, 0, 0, 0, 0, 0, 2.8964, 6.6326, 3.0601, 0.00048074, 0.00048074, 0.00048074
35, 0, 5.6734, 0, 0, 0, 0, 0, 2.9411, 6.6898, 3.0772, 0.00047367, 0.00047367, 0.00047367
36, 0, 5.11, 0, 0, 0, 0, 0, 2.9587, 6.735, 3.103, 0.0004666, 0.0004666, 0.0004666
37, 0, 4.6005, 0, 0, 0, 0, 0, 2.9665, 6.7928, 3.1159, 0.00045953, 0.00045953, 0.00045953
38, 0, 4.0893, 0, 0, 0, 0, 0, 2.9987, 6.8196, 3.1544, 0.00045246, 0.00045246, 0.00045246
39, 0, 3.5576, 0, 0, 0, 0, 0, 3.0482, 6.8707, 3.1926, 0.00044539, 0.00044539, 0.00044539
40, 0, 3.0792, 0, 0, 0, 0, 0, 3.0805, 6.89, 3.2206, 0.00043832, 0.00043832, 0.00043832
41, 0, 2.6802, 0, 0, 0, 0, 0, 3.1025, 6.9628, 3.2363, 0.00043126, 0.00043126, 0.00043126
42, 0, 2.2862, 0, 0, 0, 0, 0, 3.15, 6.9754, 3.2565, 0.00042419, 0.00042419, 0.00042419
43, 0, 2.0284, 0, 0, 0, 0, 0, 3.2999, 7.0084, 3.4207, 0.00041712, 0.00041712, 0.00041712
44, 0, 1.8051, 0, 0, 0, 0, 0, 3.3131, 7.0668, 3.4035, 0.00041005, 0.00041005, 0.00041005
45, 0, 1.6654, 0, 0, 0, 0, 0, 3.3272, 7.1475, 3.4529, 0.00040298, 0.00040298, 0.00040298
46, 0, 1.4814, 0, 0, 0, 0, 0, 3.3317, 7.1884, 3.4257, 0.00039591, 0.00039591, 0.00039591
47, 0, 1.3265, 0, 0, 0, 0, 0, 3.3068, 7.259, 3.4247, 0.00038884, 0.00038884, 0.00038884
48, 0, 1.2141, 0, 0, 0, 0, 0, 3.2913, 7.2573, 3.3959, 0.00038178, 0.00038178, 0.00038178
49, 0, 1.0472, 0, 0, 0, 0, 0, 3.265, 7.3503, 3.4344, 0.00037471, 0.00037471, 0.00037471
50, 0, 0.92397, 0, 0, 0, 0, 0, 3.2699, 7.3745, 3.4501, 0.00036764, 0.00036764, 0.00036764
51, 0, 0.80809, 0, 0, 0, 0, 0, 3.2654, 7.4321, 3.4501, 0.00036057, 0.00036057, 0.00036057
52, 0, 0.70062, 0, 0, 0, 0, 0, 3.2761, 7.4693, 3.413, 0.0003535, 0.0003535, 0.0003535
53, 0, 0.62304, 0, 0, 0, 0, 0, 3.2608, 7.4832, 3.5026, 0.00034643, 0.00034643, 0.00034643
54, 0, 0.54848, 0, 0, 0, 0, 0, 3.26, 7.5317, 3.427, 0.00033936, 0.00033936, 0.00033936
55, 0, 0.50179, 0, 0, 0, 0, 0, 3.2629, 7.5766, 3.4856, 0.0003323, 0.0003323, 0.0003323
56, 0, 0.43865, 0, 0, 0, 0, 0, 3.2249, 7.6217, 3.4142, 0.00032523, 0.00032523, 0.00032523
57, 0, 0.39034, 0, 0, 0, 0, 0, 3.2247, 7.6582, 3.3859, 0.00031816, 0.00031816, 0.00031816
58, 0, 0.34853, 0, 0, 0, 0, 0, 3.2395, 7.7007, 3.3687, 0.00031109, 0.00031109, 0.00031109
59, 0, 0.3059, 0, 0, 0, 0, 0, 3.2435, 7.7611, 3.3584, 0.00030402, 0.00030402, 0.00030402
60, 0, 0.27611, 0, 0, 0, 0, 0, 3.28, 7.7997, 3.3672, 0.00029695, 0.00029695, 0.00029695
61, 0, 0.24863, 0, 0, 0, 0, 0, 3.3182, 7.8522, 3.3903, 0.00028988, 0.00028988, 0.00028988
62, 0, 0.22573, 0, 0, 0, 0, 0, 3.3007, 7.8619, 3.3863, 0.00028282, 0.00028282, 0.00028282
63, 0, 0.20382, 0, 0, 0, 0, 0, 3.2984, 7.9254, 3.412, 0.00027575, 0.00027575, 0.00027575
64, 0, 0.18525, 0, 0, 0, 0, 0, 3.322, 7.9547, 3.3786, 0.00026868, 0.00026868, 0.00026868
65, 0, 0.16898, 0, 0, 0, 0, 0, 3.2942, 7.9673, 3.3285, 0.00026161, 0.00026161, 0.00026161
66, 0, 0.15822, 0, 0, 0, 0, 0, 3.3699, 8.0038, 3.3832, 0.00025454, 0.00025454, 0.00025454
67, 0, 0.14919, 0, 0, 0, 0, 0, 3.3671, 8.0377, 3.4247, 0.00024747, 0.00024747, 0.00024747
68, 0, 0.13784, 0, 0, 0, 0, 0, 3.2609, 8.0031, 3.4021, 0.0002404, 0.0002404, 0.0002404
69, 0, 0.13012, 0, 0, 0, 0, 0, 3.2908, 8.0042, 3.4124, 0.00023334, 0.00023334, 0.00023334
70, 0, 0.12104, 0, 0, 0, 0, 0, 3.352, 8.0379, 3.4283, 0.00022627, 0.00022627, 0.00022627
71, 0, 0.11262, 0, 0, 0, 0, 0, 3.5013, 8.0505, 3.6381, 0.0002192, 0.0002192, 0.0002192
72, 0, 0.10303, 0, 0, 0, 0, 0, 3.4709, 8.0522, 3.6374, 0.00021213, 0.00021213, 0.00021213
73, 0, 0.09541, 0, 0, 0, 0, 0, 3.5698, 8.0575, 3.6817, 0.00020506, 0.00020506, 0.00020506
74, 0, 0.08905, 0, 0, 0, 0, 0, 3.6321, 8.0633, 3.7459, 0.00019799, 0.00019799, 0.00019799
75, 0, 0.08324, 0, 0, 0, 0, 0, 3.6902, 8.0754, 3.7265, 0.00019092, 0.00019092, 0.00019092
76, 0, 0.07784, 0, 0, 0, 0, 0, 3.7343, 8.0529, 3.7016, 0.00018385, 0.00018385, 0.00018385
77, 0, 0.07224, 0, 0, 0, 0, 0, 3.7589, 8.0558, 3.6857, 0.00017679, 0.00017679, 0.00017679
78, 0, 0.06577, 0, 0, 0, 0, 0, 3.7106, 8.0759, 3.6319, 0.00016972, 0.00016972, 0.00016972
79, 0, 0.06076, 0, 0, 0, 0, 0, 3.6931, 8.0778, 3.5701, 0.00016265, 0.00016265, 0.00016265
80, 0, 0.05481, 0, 0, 0, 0, 0, 3.6923, 8.099, 3.5728, 0.00015558, 0.00015558, 0.00015558
81, 0, 0.05054, 0, 0, 0, 0, 0, 3.7373, 8.0869, 3.6319, 0.00014851, 0.00014851, 0.00014851
82, 0, 0.0468, 0, 0, 0, 0, 0, 3.6562, 8.1248, 3.6082, 0.00014144, 0.00014144, 0.00014144
83, 0, 0.04329, 0, 0, 0, 0, 0, 3.7029, 8.1062, 3.6277, 0.00013437, 0.00013437, 0.00013437
84, 0, 0.03952, 0, 0, 0, 0, 0, 3.7042, 8.0866, 3.5957, 0.00012731, 0.00012731, 0.00012731
85, 0, 0.03739, 0, 0, 0, 0, 0, 3.6705, 8.0728, 3.6043, 0.00012024, 0.00012024, 0.00012024
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87, 0, 0.03253, 0, 0, 0, 0, 0, 3.5368, 8.0768, 3.5356, 0.0001061, 0.0001061, 0.0001061
88, 0, 0.03041, 0, 0, 0, 0, 0, 3.5339, 8.098, 3.5766, 9.9032e-05, 9.9032e-05, 9.9032e-05
89, 0, 0.02992, 0, 0, 0, 0, 0, 3.4728, 8.1011, 3.5609, 9.1963e-05, 9.1963e-05, 9.1963e-05
90, 0, 0.02785, 0, 0, 0, 0, 0, 3.4398, 8.1229, 3.5026, 8.4895e-05, 8.4895e-05, 8.4895e-05
91, 0, 0.02705, 0, 0, 0, 0, 0, 3.4304, 8.1234, 3.5588, 7.7826e-05, 7.7826e-05, 7.7826e-05
92, 0, 0.02603, 0, 0, 0, 0, 0, 3.4389, 8.1321, 3.6067, 7.0757e-05, 7.0757e-05, 7.0757e-05
93, 0, 0.02432, 0, 0, 0, 0, 0, 3.3303, 8.1524, 3.5835, 6.3689e-05, 6.3689e-05, 6.3689e-05
94, 0, 0.02378, 0, 0, 0, 0, 0, 3.3476, 8.1577, 3.631, 5.662e-05, 5.662e-05, 5.662e-05
95, 0, 0.02253, 0, 0, 0, 0, 0, 3.3353, 8.1756, 3.5958, 4.9552e-05, 4.9552e-05, 4.9552e-05
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100, 0, 0.02036, 0, 0, 0, 0, 0, 3.4688, 8.1826, 3.6315, 1.4209e-05, 1.4209e-05, 1.4209e-05
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