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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, 1.3478, 1.3718, 1.8262, 0.01273, 0.01347, 0.00679, 0.00219, 5.4969, 13.097, 15.69, 0.00065873, 0.00065873, 0.00065873
2, 1.3922, 1.0492, 1.836, 0.085, 0.11448, 0.04974, 0.01989, 3.939, 5.6935, 7.6263, 0.0013123, 0.0013123, 0.0013123
3, 1.3559, 0.99059, 1.8046, 0.30682, 0.09091, 0.16854, 0.06396, 2.4277, 2.5658, 3.7646, 0.0019526, 0.0019526, 0.0019526
4, 1.3284, 0.96054, 1.7755, 0.59434, 0.21212, 0.38725, 0.11933, 3.1975, 2.1, 4.9834, 0.0019406, 0.0019406, 0.0019406
5, 1.265, 0.87471, 1.7208, 0.55556, 0.03367, 0.30101, 0.14644, 3.1218, 4.1386, 4.0469, 0.0019208, 0.0019208, 0.0019208
6, 1.2434, 0.85411, 1.7102, 0.66537, 0.57576, 0.62507, 0.21101, 2.8025, 1.6863, 4.7715, 0.001901, 0.001901, 0.001901
7, 1.2078, 0.79748, 1.6543, 0.99259, 0.90236, 0.95048, 0.63581, 1.4675, 0.67989, 2.6689, 0.0018812, 0.0018812, 0.0018812
8, 1.1916, 0.7914, 1.6471, 0.98507, 0.88889, 0.94275, 0.64041, 1.4162, 0.71734, 2.6028, 0.0018614, 0.0018614, 0.0018614
9, 1.1597, 0.75815, 1.6211, 0.97576, 0.54209, 0.76414, 0.45217, 1.9686, 0.94967, 3.2282, 0.0018416, 0.0018416, 0.0018416
10, 1.1518, 0.7565, 1.6145, 1, 0.53535, 0.76765, 0.48182, 1.8186, 0.82421, 3.183, 0.0018218, 0.0018218, 0.0018218
11, 1.1018, 0.70017, 1.5828, 0.9834, 0.79798, 0.89649, 0.58216, 1.5045, 0.7954, 2.6974, 0.001802, 0.001802, 0.001802
12, 1.1146, 0.69738, 1.5907, 0.98157, 0.71717, 0.8549, 0.53135, 1.671, 0.7921, 2.9258, 0.0017822, 0.0017822, 0.0017822
13, 1.1048, 0.69778, 1.5741, 0.92334, 0.89226, 0.93501, 0.57812, 1.5841, 0.78608, 2.761, 0.0017624, 0.0017624, 0.0017624
14, 1.0977, 0.67001, 1.5709, 1, 0.67003, 0.83502, 0.61499, 1.3701, 0.61031, 2.4018, 0.0017426, 0.0017426, 0.0017426
15, 1.092, 0.66586, 1.5591, 0.9668, 0.78451, 0.88791, 0.59178, 1.5076, 0.72814, 2.6223, 0.0017228, 0.0017228, 0.0017228
16, 1.0669, 0.65043, 1.5411, 0.99602, 0.84175, 0.92021, 0.65345, 1.3433, 0.61592, 2.4587, 0.001703, 0.001703, 0.001703
17, 1.0669, 0.64179, 1.5254, 0.99091, 0.73401, 0.86534, 0.62988, 1.4176, 0.62969, 2.4623, 0.0016832, 0.0016832, 0.0016832
18, 1.0713, 0.65812, 1.5421, 0.98419, 0.83838, 0.91626, 0.62718, 1.4537, 0.60889, 2.5961, 0.0016634, 0.0016634, 0.0016634
19, 1.0559, 0.63673, 1.5356, 0.99408, 0.56566, 0.7811, 0.54133, 1.5615, 0.65922, 2.7743, 0.0016436, 0.0016436, 0.0016436
20, 1.0584, 0.6235, 1.5253, 0.97473, 0.90909, 0.95245, 0.68153, 1.2979, 0.58689, 2.3091, 0.0016238, 0.0016238, 0.0016238
21, 1.0555, 0.61948, 1.5227, 0.98876, 0.88889, 0.94331, 0.69681, 1.2508, 0.53997, 2.2712, 0.001604, 0.001604, 0.001604
22, 1.0246, 0.60863, 1.5156, 0.99609, 0.85859, 0.92888, 0.64509, 1.4572, 0.57637, 2.6002, 0.0015842, 0.0015842, 0.0015842
23, 1.0194, 0.61261, 1.5037, 1, 0.76431, 0.8821, 0.5878, 1.6647, 0.59034, 2.8853, 0.0015644, 0.0015644, 0.0015644
24, 1.034, 0.61791, 1.5137, 1, 0.74074, 0.87036, 0.63358, 1.3914, 0.5494, 2.3891, 0.0015446, 0.0015446, 0.0015446
25, 1.017, 0.60895, 1.51, 1, 0.80471, 0.90229, 0.66935, 1.3035, 0.52604, 2.3286, 0.0015248, 0.0015248, 0.0015248
26, 1.0049, 0.58844, 1.4853, 1, 0.86195, 0.93092, 0.68053, 1.2989, 0.50234, 2.324, 0.001505, 0.001505, 0.001505
27, 1.0239, 0.58998, 1.4901, 0.99576, 0.79125, 0.89479, 0.64356, 1.4285, 0.54994, 2.5179, 0.0014852, 0.0014852, 0.0014852
28, 1.0179, 0.58364, 1.4981, 1, 0.69024, 0.84511, 0.62432, 1.4143, 0.52522, 2.4172, 0.0014654, 0.0014654, 0.0014654
29, 1.001, 0.5726, 1.4808, 1, 0.87205, 0.93596, 0.68831, 1.274, 0.49818, 2.3599, 0.0014456, 0.0014456, 0.0014456
30, 0.99356, 0.56136, 1.4848, 1, 0.68013, 0.84007, 0.64316, 1.3109, 0.50287, 2.3083, 0.0014258, 0.0014258, 0.0014258
31, 0.9781, 0.56076, 1.4732, 1, 0.86195, 0.93092, 0.69376, 1.2799, 0.51329, 2.3302, 0.001406, 0.001406, 0.001406
32, 1.0079, 0.57048, 1.4823, 1, 0.81818, 0.90905, 0.61826, 1.5651, 0.55416, 2.8562, 0.0013862, 0.0013862, 0.0013862
33, 0.99136, 0.55723, 1.4732, 1, 0.79125, 0.8956, 0.65213, 1.3681, 0.51104, 2.4481, 0.0013664, 0.0013664, 0.0013664
34, 0.9636, 0.55331, 1.451, 0.9854, 0.90909, 0.95333, 0.68223, 1.3425, 0.53595, 2.4244, 0.0013466, 0.0013466, 0.0013466
35, 0.979, 0.55672, 1.478, 1, 0.76768, 0.8838, 0.64553, 1.4203, 0.51859, 2.4285, 0.0013268, 0.0013268, 0.0013268
36, 0.94252, 0.53481, 1.449, 1, 0.85185, 0.92587, 0.62724, 1.5067, 0.48609, 2.5732, 0.001307, 0.001307, 0.001307
37, 0.97911, 0.5495, 1.4753, 0.9913, 0.76768, 0.88232, 0.59737, 1.5876, 0.5396, 2.8028, 0.0012872, 0.0012872, 0.0012872
38, 0.9748, 0.54739, 1.4574, 0.98828, 0.85185, 0.92345, 0.65264, 1.3816, 0.48299, 2.3807, 0.0012674, 0.0012674, 0.0012674
39, 0.96181, 0.53764, 1.4428, 0.99569, 0.77778, 0.88823, 0.62514, 1.4848, 0.50658, 2.5851, 0.0012476, 0.0012476, 0.0012476
40, 0.97498, 0.53196, 1.4617, 1, 0.67677, 0.83835, 0.64278, 1.2849, 0.46876, 2.2352, 0.0012278, 0.0012278, 0.0012278
41, 0.95994, 0.53584, 1.4515, 1, 0.80135, 0.90064, 0.64919, 1.4122, 0.52316, 2.4286, 0.001208, 0.001208, 0.001208
42, 0.96609, 0.53921, 1.4602, 0.99262, 0.90572, 0.95238, 0.68656, 1.3259, 0.48855, 2.4381, 0.0011882, 0.0011882, 0.0011882
43, 0.95538, 0.5334, 1.4405, 0.98842, 0.86195, 0.9294, 0.64768, 1.413, 0.49706, 2.5352, 0.0011684, 0.0011684, 0.0011684
44, 0.96929, 0.53549, 1.4538, 1, 0.74411, 0.87201, 0.64593, 1.3403, 0.46793, 2.3406, 0.0011486, 0.0011486, 0.0011486
45, 0.95766, 0.5201, 1.44, 0.99611, 0.86195, 0.93066, 0.6633, 1.3679, 0.49041, 2.4672, 0.0011288, 0.0011288, 0.0011288
46, 0.94408, 0.51216, 1.4403, 0.9959, 0.81818, 0.90866, 0.67668, 1.3368, 0.49565, 2.3125, 0.001109, 0.001109, 0.001109
47, 0.94649, 0.50635, 1.4367, 1, 0.7037, 0.85181, 0.62768, 1.383, 0.47548, 2.4108, 0.0010892, 0.0010892, 0.0010892
48, 0.94115, 0.51912, 1.4439, 1, 0.83502, 0.91743, 0.63572, 1.4657, 0.50808, 2.5283, 0.0010694, 0.0010694, 0.0010694
49, 0.94782, 0.52734, 1.4436, 1, 0.87542, 0.93761, 0.66679, 1.4033, 0.4886, 2.3673, 0.0010496, 0.0010496, 0.0010496
50, 0.942, 0.51766, 1.4456, 1, 0.72391, 0.86191, 0.63399, 1.4498, 0.49298, 2.4747, 0.0010298, 0.0010298, 0.0010298
51, 0.94012, 0.52371, 1.4373, 0.98897, 0.90572, 0.9516, 0.65287, 1.4631, 0.52538, 2.5313, 0.00101, 0.00101, 0.00101
52, 0.9233, 0.50079, 1.4224, 0.99592, 0.82155, 0.91035, 0.64951, 1.4476, 0.49726, 2.5551, 0.0009902, 0.0009902, 0.0009902
53, 0.93849, 0.50722, 1.4268, 0.98889, 0.89899, 0.94812, 0.65051, 1.4595, 0.50114, 2.5102, 0.0009704, 0.0009704, 0.0009704
54, 0.93696, 0.50834, 1.4273, 1, 0.82155, 0.91074, 0.64756, 1.4396, 0.49129, 2.4665, 0.0009506, 0.0009506, 0.0009506
55, 0.93805, 0.50211, 1.4299, 0.99623, 0.88889, 0.94418, 0.66916, 1.3704, 0.48048, 2.403, 0.0009308, 0.0009308, 0.0009308
56, 0.9266, 0.49136, 1.4187, 1, 0.83502, 0.91743, 0.66593, 1.4284, 0.517, 2.5876, 0.000911, 0.000911, 0.000911
57, 0.91673, 0.5024, 1.4277, 1, 0.84512, 0.92248, 0.62864, 1.5073, 0.4868, 2.7354, 0.0008912, 0.0008912, 0.0008912
58, 0.93566, 0.4929, 1.4254, 0.99606, 0.85185, 0.92544, 0.66626, 1.4069, 0.46941, 2.4303, 0.0008714, 0.0008714, 0.0008714
59, 0.91572, 0.48294, 1.4093, 1, 0.85522, 0.92752, 0.66291, 1.4211, 0.50224, 2.5361, 0.0008516, 0.0008516, 0.0008516
60, 0.91344, 0.49736, 1.4192, 1, 0.78114, 0.89055, 0.63705, 1.4465, 0.49754, 2.4842, 0.0008318, 0.0008318, 0.0008318
61, 0.92522, 0.49194, 1.4179, 0.98456, 0.85859, 0.92706, 0.67955, 1.3519, 0.4904, 2.3712, 0.000812, 0.000812, 0.000812
62, 0.90989, 0.48228, 1.4167, 0.99595, 0.82828, 0.91366, 0.64975, 1.4192, 0.46464, 2.519, 0.0007922, 0.0007922, 0.0007922
63, 0.90048, 0.48363, 1.401, 0.99617, 0.87542, 0.93729, 0.67238, 1.3481, 0.4694, 2.4206, 0.0007724, 0.0007724, 0.0007724
64, 0.90954, 0.49338, 1.417, 0.99206, 0.84175, 0.92015, 0.6897, 1.2754, 0.43457, 2.3034, 0.0007526, 0.0007526, 0.0007526
65, 0.89196, 0.47369, 1.395, 0.9878, 0.81818, 0.90716, 0.65679, 1.3875, 0.46299, 2.4236, 0.0007328, 0.0007328, 0.0007328
66, 0.89988, 0.47276, 1.4006, 0.99234, 0.87205, 0.93534, 0.68949, 1.261, 0.44364, 2.2652, 0.000713, 0.000713, 0.000713
67, 0.90453, 0.48296, 1.4171, 0.99615, 0.87205, 0.93565, 0.61787, 1.5849, 0.52934, 2.7921, 0.0006932, 0.0006932, 0.0006932
68, 0.89759, 0.47485, 1.4045, 0.99603, 0.84512, 0.92205, 0.63909, 1.4769, 0.48695, 2.6058, 0.0006734, 0.0006734, 0.0006734
69, 0.88056, 0.46418, 1.3954, 0.98188, 0.91246, 0.95472, 0.67872, 1.3664, 0.46079, 2.4766, 0.0006536, 0.0006536, 0.0006536
70, 0.90106, 0.4595, 1.4044, 0.99593, 0.82492, 0.91175, 0.63354, 1.4977, 0.46126, 2.5482, 0.0006338, 0.0006338, 0.0006338
71, 0.90963, 0.48202, 1.4026, 0.99615, 0.87205, 0.9355, 0.66681, 1.3992, 0.45008, 2.4364, 0.000614, 0.000614, 0.000614
72, 0.88411, 0.47371, 1.3903, 0.98901, 0.90909, 0.9537, 0.68587, 1.3554, 0.46145, 2.4393, 0.0005942, 0.0005942, 0.0005942
73, 0.8979, 0.46949, 1.3989, 0.99167, 0.80135, 0.89943, 0.63464, 1.5445, 0.47869, 2.6383, 0.0005744, 0.0005744, 0.0005744
74, 0.90887, 0.46921, 1.4102, 1, 0.83838, 0.91915, 0.66879, 1.3589, 0.43575, 2.4006, 0.0005546, 0.0005546, 0.0005546
75, 0.88551, 0.45933, 1.3896, 0.99225, 0.86195, 0.93021, 0.66972, 1.3988, 0.46016, 2.4616, 0.0005348, 0.0005348, 0.0005348
76, 0.89449, 0.46384, 1.4, 0.99603, 0.84512, 0.92173, 0.63648, 1.5051, 0.4818, 2.6119, 0.000515, 0.000515, 0.000515
77, 0.87838, 0.45375, 1.3781, 0.98864, 0.87879, 0.93819, 0.66895, 1.4037, 0.4544, 2.47, 0.0004952, 0.0004952, 0.0004952
78, 0.88528, 0.45119, 1.387, 0.98551, 0.91582, 0.95659, 0.68932, 1.3391, 0.43608, 2.3948, 0.0004754, 0.0004754, 0.0004754
79, 0.87915, 0.45753, 1.3948, 1, 0.85522, 0.92752, 0.67852, 1.353, 0.44312, 2.4037, 0.0004556, 0.0004556, 0.0004556
80, 0.86558, 0.45818, 1.383, 0.97232, 0.94613, 0.97032, 0.65394, 1.476, 0.46769, 2.6132, 0.0004358, 0.0004358, 0.0004358
81, 0.87766, 0.45616, 1.3845, 0.98535, 0.90572, 0.95085, 0.66991, 1.4086, 0.43914, 2.4867, 0.000416, 0.000416, 0.000416
82, 0.88427, 0.4659, 1.3854, 0.98535, 0.90572, 0.95128, 0.67435, 1.3983, 0.44466, 2.4907, 0.0003962, 0.0003962, 0.0003962
83, 0.87161, 0.44787, 1.3778, 0.99209, 0.84512, 0.92175, 0.65718, 1.4406, 0.44193, 2.5238, 0.0003764, 0.0003764, 0.0003764
84, 0.87491, 0.43912, 1.3804, 0.9878, 0.81818, 0.90745, 0.6344, 1.505, 0.47644, 2.6386, 0.0003566, 0.0003566, 0.0003566
85, 0.85046, 0.43637, 1.3758, 0.99222, 0.85859, 0.92791, 0.65096, 1.4376, 0.45598, 2.5513, 0.0003368, 0.0003368, 0.0003368
86, 0.85985, 0.43885, 1.3698, 0.98885, 0.89562, 0.94673, 0.67424, 1.4043, 0.46118, 2.4907, 0.000317, 0.000317, 0.000317
87, 0.85343, 0.44242, 1.3639, 0.99262, 0.90572, 0.95212, 0.69238, 1.3146, 0.43872, 2.3239, 0.0002972, 0.0002972, 0.0002972
88, 0.8668, 0.44139, 1.3755, 0.98134, 0.88552, 0.94074, 0.6778, 1.3622, 0.45564, 2.4174, 0.0002774, 0.0002774, 0.0002774
89, 0.8663, 0.45031, 1.3774, 0.99231, 0.86869, 0.93361, 0.68103, 1.3631, 0.43537, 2.4287, 0.0002576, 0.0002576, 0.0002576
90, 0.84358, 0.43307, 1.3598, 0.98824, 0.84848, 0.92315, 0.67424, 1.3391, 0.41945, 2.3748, 0.0002378, 0.0002378, 0.0002378
91, 0.73533, 0.31995, 1.5025, 0.98819, 0.84512, 0.92096, 0.6719, 1.3428, 0.44235, 2.3746, 0.000218, 0.000218, 0.000218
92, 0.73367, 0.28682, 1.4978, 0.99602, 0.84175, 0.92049, 0.66825, 1.3798, 0.43313, 2.4665, 0.0001982, 0.0001982, 0.0001982
93, 0.7154, 0.2854, 1.4861, 1, 0.83838, 0.91915, 0.67705, 1.3601, 0.43243, 2.4514, 0.0001784, 0.0001784, 0.0001784
94, 0.72143, 0.28107, 1.5006, 0.98851, 0.86869, 0.93335, 0.67054, 1.3819, 0.43954, 2.4453, 0.0001586, 0.0001586, 0.0001586
95, 0.70859, 0.27644, 1.4875, 0.99609, 0.85859, 0.92896, 0.66574, 1.4123, 0.44681, 2.5099, 0.0001388, 0.0001388, 0.0001388
96, 0.70266, 0.27193, 1.4672, 0.98188, 0.91246, 0.95493, 0.66405, 1.4255, 0.44663, 2.5752, 0.000119, 0.000119, 0.000119
97, 0.69778, 0.27072, 1.4588, 0.97778, 0.88889, 0.94262, 0.65536, 1.4441, 0.45636, 2.602, 9.92e-05, 9.92e-05, 9.92e-05
98, 0.69723, 0.26729, 1.4658, 0.97826, 0.90909, 0.95206, 0.67036, 1.4061, 0.44486, 2.5214, 7.94e-05, 7.94e-05, 7.94e-05
99, 0.6767, 0.26387, 1.4429, 0.97834, 0.91246, 0.95368, 0.68062, 1.3823, 0.4365, 2.5072, 5.96e-05, 5.96e-05, 5.96e-05
100, 0.69184, 0.26839, 1.4539, 0.98529, 0.90236, 0.94934, 0.66894, 1.4085, 0.43594, 2.5444, 3.98e-05, 3.98e-05, 3.98e-05
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