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, 1.3791, 1.7409, 1.4352, 0.87685, 0.78068, 0.8682, 0.59014, 1.0835, 0.96488, 1.1847, 0.0033321, 0.0033321, 0.0033321
2, 1.3082, 1.2536, 1.3714, 0.87285, 0.7754, 0.86276, 0.60204, 1.0483, 0.89669, 1.1897, 0.0065995, 0.0065995, 0.0065995
3, 1.3549, 1.2584, 1.4126, 0.88383, 0.75778, 0.8586, 0.58889, 1.117, 0.86406, 1.2439, 0.0098008, 0.0098008, 0.0098008
4, 1.348, 1.2314, 1.422, 0.89984, 0.78244, 0.87921, 0.62837, 1.0219, 0.77279, 1.1873, 0.009703, 0.009703, 0.009703
5, 1.2973, 1.1381, 1.3867, 0.89039, 0.81516, 0.89506, 0.65059, 0.96937, 0.72289, 1.1547, 0.009703, 0.009703, 0.009703
6, 1.2647, 1.0753, 1.3612, 0.90854, 0.81694, 0.90253, 0.66317, 0.94834, 0.68509, 1.1389, 0.009604, 0.009604, 0.009604
7, 1.2381, 1.0332, 1.344, 0.91268, 0.8281, 0.91535, 0.68551, 0.9002, 0.63203, 1.1195, 0.009505, 0.009505, 0.009505
8, 1.2173, 1.01, 1.3322, 0.91992, 0.82925, 0.91876, 0.69079, 0.89598, 0.62193, 1.1035, 0.009406, 0.009406, 0.009406
9, 1.2067, 0.98256, 1.3211, 0.92544, 0.83375, 0.92221, 0.70115, 0.86907, 0.59129, 1.09, 0.009307, 0.009307, 0.009307
10, 1.1886, 0.95956, 1.3109, 0.92702, 0.84784, 0.92926, 0.70698, 0.85864, 0.58044, 1.0879, 0.009208, 0.009208, 0.009208
11, 1.1814, 0.94518, 1.3002, 0.91718, 0.85505, 0.9295, 0.71378, 0.8438, 0.56055, 1.0695, 0.009109, 0.009109, 0.009109
12, 1.1685, 0.9318, 1.2923, 0.91581, 0.85632, 0.93055, 0.7129, 0.84387, 0.55945, 1.0699, 0.00901, 0.00901, 0.00901
13, 1.1605, 0.91859, 1.2871, 0.92296, 0.86092, 0.93538, 0.71966, 0.82833, 0.54597, 1.0612, 0.008911, 0.008911, 0.008911
14, 1.1567, 0.91, 1.2833, 0.91997, 0.86441, 0.93238, 0.71795, 0.82762, 0.54246, 1.0573, 0.008812, 0.008812, 0.008812
15, 1.1491, 0.8999, 1.2785, 0.92982, 0.85966, 0.93622, 0.72368, 0.81911, 0.53082, 1.0516, 0.008713, 0.008713, 0.008713
16, 1.1445, 0.89361, 1.2772, 0.92236, 0.87098, 0.93743, 0.72686, 0.81267, 0.52544, 1.0507, 0.008614, 0.008614, 0.008614
17, 1.1416, 0.88225, 1.2742, 0.93673, 0.8565, 0.93879, 0.72734, 0.81301, 0.52409, 1.0491, 0.008515, 0.008515, 0.008515
18, 1.1324, 0.87429, 1.2666, 0.92997, 0.85838, 0.9401, 0.73035, 0.80821, 0.51867, 1.0463, 0.008416, 0.008416, 0.008416
19, 1.1278, 0.86745, 1.2629, 0.92086, 0.86846, 0.94005, 0.73098, 0.80483, 0.51552, 1.0434, 0.008317, 0.008317, 0.008317
20, 1.122, 0.85892, 1.2554, 0.91575, 0.87274, 0.94004, 0.73275, 0.80304, 0.51398, 1.042, 0.008218, 0.008218, 0.008218
21, 1.1216, 0.85609, 1.2543, 0.92327, 0.86853, 0.94029, 0.73238, 0.80346, 0.51366, 1.0413, 0.008119, 0.008119, 0.008119
22, 1.1141, 0.84797, 1.2514, 0.91759, 0.87378, 0.94104, 0.732, 0.80294, 0.5123, 1.041, 0.00802, 0.00802, 0.00802
23, 1.1076, 0.84102, 1.2477, 0.9217, 0.87044, 0.94082, 0.73389, 0.80206, 0.51086, 1.0404, 0.007921, 0.007921, 0.007921
24, 1.1076, 0.84103, 1.2476, 0.92913, 0.86922, 0.9415, 0.73388, 0.80053, 0.50958, 1.0392, 0.007822, 0.007822, 0.007822
25, 1.1003, 0.82891, 1.2387, 0.92663, 0.87035, 0.94144, 0.73407, 0.80028, 0.5081, 1.0391, 0.007723, 0.007723, 0.007723
26, 1.1007, 0.8287, 1.2373, 0.93223, 0.86871, 0.94144, 0.73438, 0.79916, 0.50696, 1.0377, 0.007624, 0.007624, 0.007624
27, 1.0939, 0.82367, 1.2354, 0.93603, 0.86483, 0.94222, 0.73445, 0.79854, 0.5054, 1.0373, 0.007525, 0.007525, 0.007525
28, 1.0922, 0.82075, 1.2365, 0.93852, 0.86382, 0.9421, 0.7341, 0.79739, 0.50415, 1.0363, 0.007426, 0.007426, 0.007426
29, 1.0909, 0.81888, 1.235, 0.93518, 0.8662, 0.94301, 0.73426, 0.79677, 0.50308, 1.0357, 0.007327, 0.007327, 0.007327
30, 1.0877, 0.81033, 1.2321, 0.93036, 0.87047, 0.94327, 0.73494, 0.79556, 0.50145, 1.0348, 0.007228, 0.007228, 0.007228
31, 1.0829, 0.80755, 1.2265, 0.92988, 0.87051, 0.94361, 0.73473, 0.79494, 0.49984, 1.0338, 0.007129, 0.007129, 0.007129
32, 1.0802, 0.80481, 1.2254, 0.92785, 0.87223, 0.94384, 0.73642, 0.79407, 0.49836, 1.0331, 0.00703, 0.00703, 0.00703
33, 1.0789, 0.80178, 1.2244, 0.92635, 0.87307, 0.94365, 0.73673, 0.79329, 0.4971, 1.0326, 0.006931, 0.006931, 0.006931
34, 1.0731, 0.79754, 1.2238, 0.9248, 0.87537, 0.94381, 0.73723, 0.79288, 0.49632, 1.0321, 0.006832, 0.006832, 0.006832
35, 1.0691, 0.7943, 1.2171, 0.92489, 0.87645, 0.94428, 0.7378, 0.79217, 0.49469, 1.0317, 0.006733, 0.006733, 0.006733
36, 1.0696, 0.79006, 1.2187, 0.92512, 0.8755, 0.94404, 0.73825, 0.79153, 0.4937, 1.0312, 0.006634, 0.006634, 0.006634
37, 1.0686, 0.79024, 1.2168, 0.92672, 0.87626, 0.94441, 0.73835, 0.79026, 0.4927, 1.0303, 0.006535, 0.006535, 0.006535
38, 1.0676, 0.78275, 1.2132, 0.92736, 0.87575, 0.94429, 0.7382, 0.78938, 0.49171, 1.0296, 0.006436, 0.006436, 0.006436
39, 1.0635, 0.77972, 1.2101, 0.9299, 0.87406, 0.94396, 0.739, 0.78854, 0.49057, 1.0289, 0.006337, 0.006337, 0.006337
40, 1.0639, 0.77879, 1.2126, 0.93017, 0.87436, 0.94431, 0.73898, 0.78825, 0.48989, 1.0286, 0.006238, 0.006238, 0.006238
41, 1.0554, 0.77392, 1.2092, 0.92895, 0.87467, 0.94417, 0.73936, 0.78744, 0.48885, 1.0277, 0.006139, 0.006139, 0.006139
42, 1.0537, 0.77062, 1.2089, 0.92901, 0.87556, 0.94434, 0.73968, 0.78639, 0.4885, 1.0268, 0.00604, 0.00604, 0.00604
43, 1.0543, 0.77043, 1.2038, 0.92968, 0.87575, 0.9445, 0.74052, 0.78554, 0.48692, 1.0257, 0.005941, 0.005941, 0.005941
44, 1.0505, 0.76641, 1.2034, 0.92911, 0.87679, 0.94497, 0.74059, 0.78456, 0.48576, 1.0249, 0.005842, 0.005842, 0.005842
45, 1.0456, 0.75989, 1.197, 0.92687, 0.88003, 0.94502, 0.74067, 0.78375, 0.48349, 1.0243, 0.005743, 0.005743, 0.005743
46, 1.0417, 0.75703, 1.1976, 0.92622, 0.88129, 0.94498, 0.74133, 0.78302, 0.48259, 1.0237, 0.005644, 0.005644, 0.005644
47, 1.0393, 0.75362, 1.1946, 0.9259, 0.88308, 0.9447, 0.74181, 0.78229, 0.48163, 1.023, 0.005545, 0.005545, 0.005545
48, 1.0389, 0.75077, 1.1932, 0.93182, 0.87928, 0.94509, 0.74195, 0.78099, 0.48095, 1.0219, 0.005446, 0.005446, 0.005446
49, 1.0386, 0.75109, 1.1951, 0.9255, 0.88506, 0.94535, 0.74214, 0.78001, 0.48035, 1.0211, 0.005347, 0.005347, 0.005347
50, 1.0345, 0.74723, 1.1913, 0.92458, 0.88495, 0.94525, 0.74264, 0.77918, 0.47937, 1.0205, 0.005248, 0.005248, 0.005248
51, 1.0319, 0.74398, 1.1902, 0.92598, 0.88411, 0.94561, 0.74283, 0.77874, 0.47834, 1.0199, 0.005149, 0.005149, 0.005149
52, 1.0266, 0.74349, 1.1876, 0.92662, 0.88405, 0.94608, 0.74333, 0.77815, 0.47714, 1.0195, 0.00505, 0.00505, 0.00505
53, 1.0246, 0.73751, 1.1868, 0.92871, 0.88204, 0.94608, 0.74312, 0.7778, 0.47672, 1.0193, 0.004951, 0.004951, 0.004951
54, 1.0233, 0.73404, 1.1853, 0.92896, 0.88229, 0.94611, 0.74343, 0.77694, 0.47488, 1.0189, 0.004852, 0.004852, 0.004852
55, 1.0196, 0.72851, 1.1825, 0.93079, 0.88288, 0.94634, 0.7441, 0.77582, 0.47418, 1.0184, 0.004753, 0.004753, 0.004753
56, 1.0226, 0.73115, 1.1816, 0.93101, 0.8825, 0.94655, 0.74467, 0.77538, 0.47296, 1.018, 0.004654, 0.004654, 0.004654
57, 1.0168, 0.72592, 1.1795, 0.93211, 0.88129, 0.9464, 0.74506, 0.7754, 0.47211, 1.018, 0.004555, 0.004555, 0.004555
58, 1.0135, 0.72247, 1.1779, 0.93367, 0.88159, 0.94716, 0.74568, 0.7749, 0.47147, 1.0176, 0.004456, 0.004456, 0.004456
59, 1.0113, 0.72059, 1.1768, 0.93418, 0.88168, 0.94703, 0.74587, 0.77482, 0.47078, 1.0174, 0.004357, 0.004357, 0.004357
60, 1.0051, 0.714, 1.1719, 0.93415, 0.88132, 0.94713, 0.74636, 0.77414, 0.46988, 1.017, 0.004258, 0.004258, 0.004258
61, 1.0064, 0.71205, 1.1699, 0.93295, 0.88187, 0.94702, 0.74668, 0.77381, 0.46927, 1.0165, 0.004159, 0.004159, 0.004159
62, 1.0027, 0.70786, 1.1678, 0.93331, 0.87991, 0.94731, 0.747, 0.77333, 0.46822, 1.016, 0.00406, 0.00406, 0.00406
63, 0.99943, 0.70558, 1.165, 0.93545, 0.87777, 0.94692, 0.74681, 0.77298, 0.46701, 1.0156, 0.003961, 0.003961, 0.003961
64, 0.99199, 0.70201, 1.1632, 0.93091, 0.88112, 0.94694, 0.74655, 0.77288, 0.46643, 1.0155, 0.003862, 0.003862, 0.003862
65, 0.99445, 0.70276, 1.1656, 0.92938, 0.8828, 0.94711, 0.74689, 0.77239, 0.46591, 1.0152, 0.003763, 0.003763, 0.003763
66, 0.98836, 0.69988, 1.1672, 0.92886, 0.88305, 0.94676, 0.74734, 0.77187, 0.46508, 1.0149, 0.003664, 0.003664, 0.003664
67, 0.98757, 0.69524, 1.1614, 0.93683, 0.88029, 0.94789, 0.74791, 0.77094, 0.46415, 1.0145, 0.003565, 0.003565, 0.003565
68, 0.98204, 0.69129, 1.1565, 0.9331, 0.8828, 0.94782, 0.74845, 0.77057, 0.46286, 1.0142, 0.003466, 0.003466, 0.003466
69, 0.97853, 0.68836, 1.1553, 0.93354, 0.88255, 0.94821, 0.74912, 0.77045, 0.46178, 1.014, 0.003367, 0.003367, 0.003367
70, 0.98123, 0.68557, 1.1543, 0.9408, 0.87533, 0.94822, 0.74967, 0.77068, 0.46074, 1.014, 0.003268, 0.003268, 0.003268
71, 0.97521, 0.67857, 1.1507, 0.9372, 0.87827, 0.94842, 0.74953, 0.77084, 0.4603, 1.0139, 0.003169, 0.003169, 0.003169
72, 0.97513, 0.68075, 1.1504, 0.93697, 0.87854, 0.94852, 0.75072, 0.77052, 0.45909, 1.0135, 0.00307, 0.00307, 0.00307
73, 0.97027, 0.67518, 1.1489, 0.93637, 0.87953, 0.94836, 0.7505, 0.77026, 0.45868, 1.0131, 0.002971, 0.002971, 0.002971
74, 0.96689, 0.67125, 1.1451, 0.93885, 0.87626, 0.94823, 0.75066, 0.76997, 0.45784, 1.0127, 0.002872, 0.002872, 0.002872
75, 0.96178, 0.66836, 1.1447, 0.93915, 0.87726, 0.94854, 0.75062, 0.77013, 0.45681, 1.0124, 0.002773, 0.002773, 0.002773
76, 0.96124, 0.66432, 1.1458, 0.93775, 0.87978, 0.94836, 0.7506, 0.77042, 0.4569, 1.0123, 0.002674, 0.002674, 0.002674
77, 0.95525, 0.65972, 1.1394, 0.93734, 0.88037, 0.94846, 0.75052, 0.77057, 0.45676, 1.0124, 0.002575, 0.002575, 0.002575
78, 0.95777, 0.66108, 1.1404, 0.93803, 0.88078, 0.9488, 0.75056, 0.77028, 0.45603, 1.012, 0.002476, 0.002476, 0.002476
79, 0.95023, 0.65653, 1.1374, 0.9364, 0.88053, 0.94843, 0.74994, 0.7704, 0.45559, 1.0117, 0.002377, 0.002377, 0.002377
80, 0.94464, 0.65264, 1.1356, 0.93564, 0.88104, 0.94808, 0.7496, 0.77007, 0.45528, 1.0115, 0.002278, 0.002278, 0.002278
81, 0.94467, 0.65062, 1.1344, 0.93265, 0.88459, 0.94813, 0.74952, 0.77036, 0.45458, 1.0114, 0.002179, 0.002179, 0.002179
82, 0.94028, 0.64352, 1.1293, 0.93643, 0.88305, 0.94848, 0.74999, 0.77065, 0.45445, 1.0113, 0.00208, 0.00208, 0.00208
83, 0.93916, 0.64357, 1.1289, 0.93623, 0.8833, 0.94854, 0.75013, 0.77055, 0.45399, 1.0108, 0.001981, 0.001981, 0.001981
84, 0.93265, 0.63588, 1.1269, 0.93537, 0.88449, 0.94862, 0.74966, 0.7703, 0.45343, 1.0107, 0.001882, 0.001882, 0.001882
85, 0.92862, 0.63354, 1.1239, 0.93487, 0.8845, 0.94795, 0.7494, 0.7704, 0.45329, 1.0105, 0.001783, 0.001783, 0.001783
86, 0.92284, 0.62757, 1.1208, 0.93441, 0.88508, 0.94786, 0.7497, 0.77018, 0.45304, 1.0102, 0.001684, 0.001684, 0.001684
87, 0.92077, 0.62712, 1.1214, 0.93413, 0.8838, 0.94772, 0.75018, 0.77025, 0.45253, 1.0099, 0.001585, 0.001585, 0.001585
88, 0.91925, 0.62431, 1.1206, 0.93309, 0.88431, 0.94772, 0.75043, 0.77032, 0.45207, 1.0098, 0.001486, 0.001486, 0.001486
89, 0.91422, 0.62006, 1.1182, 0.93272, 0.88405, 0.94816, 0.75103, 0.7699, 0.4514, 1.0096, 0.001387, 0.001387, 0.001387
90, 0.906, 0.61468, 1.1116, 0.93134, 0.88359, 0.94847, 0.75113, 0.76973, 0.4515, 1.0092, 0.001288, 0.001288, 0.001288
91, 0.8777, 0.4923, 1.0967, 0.93062, 0.88393, 0.94829, 0.75093, 0.76985, 0.45121, 1.009, 0.001189, 0.001189, 0.001189
92, 0.86395, 0.48215, 1.094, 0.92999, 0.88531, 0.94845, 0.75172, 0.76994, 0.4509, 1.009, 0.00109, 0.00109, 0.00109
93, 0.8527, 0.47295, 1.0824, 0.93178, 0.88607, 0.94843, 0.75183, 0.76959, 0.45016, 1.0086, 0.000991, 0.000991, 0.000991
94, 0.84583, 0.46923, 1.0826, 0.93328, 0.88506, 0.94836, 0.75181, 0.76961, 0.44946, 1.0084, 0.000892, 0.000892, 0.000892
95, 0.84091, 0.46491, 1.0768, 0.93532, 0.88384, 0.94836, 0.75189, 0.76947, 0.44923, 1.0081, 0.000793, 0.000793, 0.000793
96, 0.83258, 0.4564, 1.0714, 0.93501, 0.88284, 0.94782, 0.75176, 0.76971, 0.44909, 1.0082, 0.000694, 0.000694, 0.000694
97, 0.82582, 0.45227, 1.0679, 0.93712, 0.88229, 0.94799, 0.75127, 0.76979, 0.44881, 1.008, 0.000595, 0.000595, 0.000595
98, 0.82061, 0.44824, 1.0638, 0.93909, 0.88129, 0.94796, 0.75158, 0.76983, 0.44866, 1.0081, 0.000496, 0.000496, 0.000496
99, 0.81563, 0.44434, 1.0614, 0.93834, 0.88034, 0.94784, 0.75251, 0.76988, 0.44896, 1.008, 0.000397, 0.000397, 0.000397
100, 0.80901, 0.43916, 1.0575, 0.94007, 0.87953, 0.94729, 0.7523, 0.76986, 0.44814, 1.008, 0.000298, 0.000298, 0.000298
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