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, 1.415, 1.5113, 1.4381, 0.90553, 0.84847, 0.92324, 0.69175, 0.86671, 0.64527, 1.0676, 0.0033319, 0.0033319, 0.0033319
2, 1.2927, 1.0267, 1.3558, 0.93495, 0.82937, 0.91666, 0.68905, 0.88047, 0.61701, 1.1057, 0.0065992, 0.0065992, 0.0065992
3, 1.3371, 1.0644, 1.4056, 0.91431, 0.81093, 0.8991, 0.66849, 0.92228, 0.69455, 1.1491, 0.0098006, 0.0098006, 0.0098006
4, 1.3321, 1.0561, 1.4183, 0.9224, 0.8204, 0.91115, 0.68815, 0.89464, 0.61192, 1.1348, 0.009703, 0.009703, 0.009703
5, 1.2706, 0.9715, 1.3791, 0.92467, 0.84409, 0.92462, 0.7147, 0.83544, 0.55941, 1.094, 0.009604, 0.009604, 0.009604
6, 1.2249, 0.90622, 1.3488, 0.9332, 0.85194, 0.93119, 0.72571, 0.81703, 0.52585, 1.0796, 0.009505, 0.009505, 0.009505
7, 1.1928, 0.86894, 1.328, 0.94221, 0.86418, 0.94072, 0.73694, 0.80507, 0.49501, 1.0765, 0.009406, 0.009406, 0.009406
8, 1.1743, 0.8387, 1.3129, 0.94006, 0.86644, 0.9412, 0.74324, 0.78152, 0.4766, 1.0516, 0.009307, 0.009307, 0.009307
9, 1.1519, 0.81497, 1.3023, 0.94598, 0.87565, 0.94644, 0.74908, 0.776, 0.46153, 1.0508, 0.009208, 0.009208, 0.009208
10, 1.1352, 0.79599, 1.2908, 0.94561, 0.87435, 0.94883, 0.75187, 0.77465, 0.44973, 1.0542, 0.009109, 0.009109, 0.009109
11, 1.1229, 0.77719, 1.2839, 0.94594, 0.88159, 0.95179, 0.75693, 0.76057, 0.43587, 1.0477, 0.00901, 0.00901, 0.00901
12, 1.1111, 0.76578, 1.2757, 0.95159, 0.87929, 0.95427, 0.75989, 0.7581, 0.43018, 1.0445, 0.008911, 0.008911, 0.008911
13, 1.1003, 0.75156, 1.2687, 0.94173, 0.88724, 0.95486, 0.76296, 0.75111, 0.42329, 1.0411, 0.008812, 0.008812, 0.008812
14, 1.0871, 0.73724, 1.2618, 0.95089, 0.88712, 0.95766, 0.76599, 0.74767, 0.41189, 1.0365, 0.008713, 0.008713, 0.008713
15, 1.0778, 0.72389, 1.252, 0.95007, 0.88609, 0.95559, 0.76623, 0.74537, 0.40671, 1.0323, 0.008614, 0.008614, 0.008614
16, 1.0714, 0.71969, 1.2471, 0.95129, 0.88958, 0.95838, 0.76877, 0.74253, 0.40064, 1.0299, 0.008515, 0.008515, 0.008515
17, 1.0669, 0.70918, 1.2413, 0.94657, 0.89675, 0.95981, 0.76931, 0.7419, 0.39542, 1.0295, 0.008416, 0.008416, 0.008416
18, 1.0569, 0.70109, 1.2394, 0.95118, 0.89463, 0.96058, 0.77141, 0.73847, 0.39389, 1.0289, 0.008317, 0.008317, 0.008317
19, 1.0524, 0.69351, 1.235, 0.94945, 0.8939, 0.96076, 0.7721, 0.73803, 0.39269, 1.0283, 0.008218, 0.008218, 0.008218
20, 1.0475, 0.69048, 1.234, 0.94803, 0.89808, 0.96128, 0.77261, 0.73716, 0.38986, 1.0283, 0.008119, 0.008119, 0.008119
21, 1.0416, 0.68475, 1.232, 0.94985, 0.89791, 0.96177, 0.77304, 0.73398, 0.38607, 1.0263, 0.00802, 0.00802, 0.00802
22, 1.031, 0.67246, 1.2286, 0.95304, 0.89529, 0.96235, 0.77449, 0.73342, 0.3844, 1.0278, 0.007921, 0.007921, 0.007921
23, 1.0296, 0.66569, 1.2217, 0.95382, 0.8957, 0.96251, 0.7753, 0.73207, 0.38278, 1.0253, 0.007822, 0.007822, 0.007822
24, 1.0255, 0.66392, 1.2193, 0.95164, 0.89723, 0.9631, 0.77618, 0.73204, 0.38015, 1.0241, 0.007723, 0.007723, 0.007723
25, 1.0197, 0.65498, 1.2145, 0.9508, 0.89879, 0.96371, 0.77598, 0.73189, 0.37859, 1.0239, 0.007624, 0.007624, 0.007624
26, 1.0179, 0.65531, 1.2161, 0.94928, 0.90105, 0.9639, 0.77681, 0.73123, 0.37845, 1.0236, 0.007525, 0.007525, 0.007525
27, 1.0172, 0.651, 1.2121, 0.94465, 0.90494, 0.96416, 0.77734, 0.73056, 0.37817, 1.0229, 0.007426, 0.007426, 0.007426
28, 1.0123, 0.64393, 1.2072, 0.94496, 0.90513, 0.96395, 0.77711, 0.7305, 0.37756, 1.0225, 0.007327, 0.007327, 0.007327
29, 1.0082, 0.64331, 1.2118, 0.94738, 0.90371, 0.9642, 0.77772, 0.72998, 0.37653, 1.0228, 0.007228, 0.007228, 0.007228
30, 1.0015, 0.63919, 1.2075, 0.94709, 0.90447, 0.96425, 0.77777, 0.73021, 0.37585, 1.0231, 0.007129, 0.007129, 0.007129
31, 0.99788, 0.63566, 1.1983, 0.94818, 0.90433, 0.96461, 0.77799, 0.7302, 0.37498, 1.0227, 0.00703, 0.00703, 0.00703
32, 0.99581, 0.63129, 1.2008, 0.94817, 0.90438, 0.96471, 0.77806, 0.73012, 0.3746, 1.0226, 0.006931, 0.006931, 0.006931
33, 0.99192, 0.62787, 1.2023, 0.94703, 0.9059, 0.9645, 0.77805, 0.73037, 0.37412, 1.0229, 0.006832, 0.006832, 0.006832
34, 0.98635, 0.62285, 1.1983, 0.94983, 0.90426, 0.96465, 0.77814, 0.73068, 0.37348, 1.0235, 0.006733, 0.006733, 0.006733
35, 0.98464, 0.61967, 1.1995, 0.94944, 0.90526, 0.96459, 0.77827, 0.73079, 0.37303, 1.0241, 0.006634, 0.006634, 0.006634
36, 0.97685, 0.61453, 1.1975, 0.94838, 0.90535, 0.96493, 0.77881, 0.73102, 0.37271, 1.0246, 0.006535, 0.006535, 0.006535
37, 0.9731, 0.61113, 1.1906, 0.94948, 0.90471, 0.96491, 0.77896, 0.73111, 0.37215, 1.0251, 0.006436, 0.006436, 0.006436
38, 0.97446, 0.61077, 1.1864, 0.94952, 0.90494, 0.965, 0.77899, 0.73104, 0.37176, 1.025, 0.006337, 0.006337, 0.006337
39, 0.97436, 0.60759, 1.1828, 0.94998, 0.90525, 0.96509, 0.77915, 0.73081, 0.37113, 1.0246, 0.006238, 0.006238, 0.006238
40, 0.96897, 0.60152, 1.1777, 0.9499, 0.90556, 0.96506, 0.77916, 0.73095, 0.37086, 1.0248, 0.006139, 0.006139, 0.006139
41, 0.96548, 0.59872, 1.1851, 0.94999, 0.9054, 0.96526, 0.77929, 0.73091, 0.37052, 1.0252, 0.00604, 0.00604, 0.00604
42, 0.96065, 0.59643, 1.1769, 0.94829, 0.90754, 0.96541, 0.77937, 0.73112, 0.36939, 1.0253, 0.005941, 0.005941, 0.005941
43, 0.95437, 0.58953, 1.177, 0.94946, 0.90689, 0.96536, 0.7796, 0.73123, 0.36877, 1.0255, 0.005842, 0.005842, 0.005842
44, 0.95455, 0.58972, 1.1676, 0.94974, 0.90717, 0.96517, 0.77951, 0.73084, 0.36783, 1.0251, 0.005743, 0.005743, 0.005743
45, 0.94944, 0.58678, 1.1747, 0.94793, 0.90876, 0.96528, 0.77996, 0.73115, 0.36722, 1.0255, 0.005644, 0.005644, 0.005644
46, 0.94836, 0.58323, 1.1647, 0.94796, 0.90781, 0.96512, 0.77997, 0.73131, 0.36669, 1.0254, 0.005545, 0.005545, 0.005545
47, 0.94542, 0.57737, 1.1708, 0.94818, 0.90829, 0.96514, 0.78002, 0.73142, 0.36613, 1.0256, 0.005446, 0.005446, 0.005446
48, 0.94396, 0.57773, 1.1642, 0.94914, 0.90843, 0.96534, 0.78051, 0.73159, 0.3656, 1.0256, 0.005347, 0.005347, 0.005347
49, 0.94233, 0.57363, 1.1632, 0.95023, 0.90745, 0.96527, 0.78061, 0.73161, 0.36528, 1.0258, 0.005248, 0.005248, 0.005248
50, 0.93871, 0.57085, 1.1597, 0.94995, 0.90836, 0.96552, 0.78078, 0.73161, 0.36455, 1.0257, 0.005149, 0.005149, 0.005149
51, 0.93307, 0.56678, 1.1553, 0.95002, 0.90836, 0.96574, 0.78114, 0.7314, 0.36415, 1.0255, 0.00505, 0.00505, 0.00505
52, 0.93017, 0.56226, 1.1568, 0.94976, 0.90884, 0.96558, 0.78159, 0.73144, 0.36361, 1.0257, 0.004951, 0.004951, 0.004951
53, 0.93109, 0.56757, 1.1539, 0.94969, 0.90849, 0.96554, 0.78103, 0.73118, 0.36312, 1.0255, 0.004852, 0.004852, 0.004852
54, 0.92654, 0.56109, 1.1517, 0.95056, 0.90862, 0.96549, 0.78109, 0.73136, 0.3624, 1.0257, 0.004753, 0.004753, 0.004753
55, 0.9226, 0.55711, 1.1471, 0.94984, 0.90904, 0.96546, 0.78137, 0.73113, 0.36155, 1.0252, 0.004654, 0.004654, 0.004654
56, 0.91684, 0.55154, 1.1518, 0.94958, 0.90932, 0.96544, 0.7815, 0.73117, 0.3609, 1.0253, 0.004555, 0.004555, 0.004555
57, 0.91473, 0.54777, 1.1453, 0.94989, 0.90945, 0.96539, 0.7819, 0.73107, 0.36029, 1.0253, 0.004456, 0.004456, 0.004456
58, 0.91428, 0.54829, 1.1463, 0.94964, 0.91031, 0.96556, 0.78217, 0.73125, 0.3594, 1.0254, 0.004357, 0.004357, 0.004357
59, 0.9098, 0.54223, 1.1393, 0.94968, 0.91075, 0.96571, 0.78222, 0.73141, 0.35904, 1.0257, 0.004258, 0.004258, 0.004258
60, 0.90748, 0.54221, 1.1366, 0.95036, 0.91068, 0.96593, 0.78296, 0.73146, 0.35863, 1.0255, 0.004159, 0.004159, 0.004159
61, 0.90113, 0.53433, 1.1295, 0.95072, 0.91036, 0.96587, 0.78297, 0.73176, 0.35832, 1.0251, 0.00406, 0.00406, 0.00406
62, 0.89815, 0.53186, 1.1315, 0.9513, 0.91, 0.96589, 0.78343, 0.73174, 0.3578, 1.0248, 0.003961, 0.003961, 0.003961
63, 0.89532, 0.53233, 1.1389, 0.95088, 0.91084, 0.96616, 0.78343, 0.73181, 0.3576, 1.0249, 0.003862, 0.003862, 0.003862
64, 0.8964, 0.53015, 1.1348, 0.95096, 0.91123, 0.96636, 0.78362, 0.73201, 0.35727, 1.025, 0.003763, 0.003763, 0.003763
65, 0.89336, 0.52677, 1.1316, 0.95032, 0.91181, 0.96629, 0.78382, 0.73224, 0.3574, 1.025, 0.003664, 0.003664, 0.003664
66, 0.88511, 0.52045, 1.1243, 0.95001, 0.91225, 0.96644, 0.78357, 0.73237, 0.35667, 1.0249, 0.003565, 0.003565, 0.003565
67, 0.88413, 0.51983, 1.1232, 0.94946, 0.91218, 0.96656, 0.78365, 0.73238, 0.35652, 1.0247, 0.003466, 0.003466, 0.003466
68, 0.87829, 0.51414, 1.1221, 0.94991, 0.91171, 0.9665, 0.78373, 0.73248, 0.3562, 1.0252, 0.003367, 0.003367, 0.003367
69, 0.87824, 0.51411, 1.121, 0.95019, 0.91192, 0.96657, 0.78374, 0.73259, 0.35599, 1.0252, 0.003268, 0.003268, 0.003268
70, 0.87522, 0.50933, 1.1164, 0.95249, 0.91116, 0.96655, 0.78425, 0.73279, 0.35561, 1.0253, 0.003169, 0.003169, 0.003169
71, 0.86816, 0.50365, 1.1082, 0.95365, 0.91037, 0.96664, 0.78424, 0.73288, 0.35538, 1.0246, 0.00307, 0.00307, 0.00307
72, 0.86768, 0.50265, 1.11, 0.95338, 0.91051, 0.96655, 0.78414, 0.73285, 0.35502, 1.0241, 0.002971, 0.002971, 0.002971
73, 0.86439, 0.4963, 1.1032, 0.95331, 0.90986, 0.96642, 0.78434, 0.7328, 0.35495, 1.0235, 0.002872, 0.002872, 0.002872
74, 0.86307, 0.49965, 1.1059, 0.95249, 0.91034, 0.96641, 0.7846, 0.73302, 0.35483, 1.0234, 0.002773, 0.002773, 0.002773
75, 0.85059, 0.4888, 1.1027, 0.95342, 0.90985, 0.96625, 0.78442, 0.73296, 0.35436, 1.0233, 0.002674, 0.002674, 0.002674
76, 0.85274, 0.49008, 1.1101, 0.95401, 0.90951, 0.96629, 0.78469, 0.73331, 0.35426, 1.0239, 0.002575, 0.002575, 0.002575
77, 0.84637, 0.48366, 1.1041, 0.95322, 0.90993, 0.96628, 0.78474, 0.73343, 0.35378, 1.0244, 0.002476, 0.002476, 0.002476
78, 0.84252, 0.48207, 1.1005, 0.95294, 0.91131, 0.9664, 0.78486, 0.73343, 0.35366, 1.0246, 0.002377, 0.002377, 0.002377
79, 0.8365, 0.47639, 1.1002, 0.95224, 0.91177, 0.96612, 0.78491, 0.73363, 0.35377, 1.0247, 0.002278, 0.002278, 0.002278
80, 0.83108, 0.47295, 1.1002, 0.94837, 0.91564, 0.96609, 0.78512, 0.73338, 0.35346, 1.0248, 0.002179, 0.002179, 0.002179
81, 0.82687, 0.46848, 1.0973, 0.95079, 0.9131, 0.96585, 0.78517, 0.73379, 0.35317, 1.0256, 0.00208, 0.00208, 0.00208
82, 0.82594, 0.46744, 1.0909, 0.95155, 0.91246, 0.96585, 0.78524, 0.7343, 0.35328, 1.0258, 0.001981, 0.001981, 0.001981
83, 0.8236, 0.46435, 1.0849, 0.95228, 0.91246, 0.96611, 0.78529, 0.73427, 0.35322, 1.0251, 0.001882, 0.001882, 0.001882
84, 0.81902, 0.45919, 1.0834, 0.95269, 0.91218, 0.96589, 0.78543, 0.73421, 0.35329, 1.0246, 0.001783, 0.001783, 0.001783
85, 0.81358, 0.45603, 1.0873, 0.95324, 0.9118, 0.96581, 0.78544, 0.73458, 0.35345, 1.0248, 0.001684, 0.001684, 0.001684
86, 0.80684, 0.45102, 1.0836, 0.95234, 0.91278, 0.96554, 0.78563, 0.7347, 0.35335, 1.0249, 0.001585, 0.001585, 0.001585
87, 0.80098, 0.4459, 1.0782, 0.95286, 0.91198, 0.96552, 0.78574, 0.73505, 0.35322, 1.0253, 0.001486, 0.001486, 0.001486
88, 0.79979, 0.44602, 1.0848, 0.95225, 0.91246, 0.96531, 0.78563, 0.73519, 0.35302, 1.0256, 0.001387, 0.001387, 0.001387
89, 0.79792, 0.4454, 1.0859, 0.95351, 0.91182, 0.96508, 0.78582, 0.73542, 0.3534, 1.0261, 0.001288, 0.001288, 0.001288
90, 0.78885, 0.43584, 1.0724, 0.95354, 0.91252, 0.96517, 0.78584, 0.73553, 0.35361, 1.026, 0.001189, 0.001189, 0.001189
91, 0.78763, 0.36397, 1.0769, 0.95304, 0.91332, 0.96483, 0.78611, 0.73589, 0.3541, 1.0261, 0.00109, 0.00109, 0.00109
92, 0.77651, 0.35972, 1.0706, 0.95269, 0.91306, 0.96452, 0.78601, 0.73596, 0.35444, 1.0261, 0.000991, 0.000991, 0.000991
93, 0.76852, 0.35363, 1.0678, 0.95192, 0.91341, 0.9649, 0.78609, 0.73657, 0.35494, 1.0268, 0.000892, 0.000892, 0.000892
94, 0.76027, 0.34595, 1.0563, 0.95119, 0.91341, 0.96489, 0.78602, 0.73679, 0.35535, 1.0267, 0.000793, 0.000793, 0.000793
95, 0.75502, 0.3419, 1.0541, 0.95076, 0.91328, 0.96488, 0.78619, 0.73669, 0.35581, 1.0267, 0.000694, 0.000694, 0.000694
96, 0.74545, 0.33965, 1.0515, 0.95085, 0.91285, 0.96474, 0.78619, 0.73688, 0.35661, 1.0271, 0.000595, 0.000595, 0.000595
97, 0.74264, 0.33476, 1.0517, 0.95124, 0.91264, 0.96458, 0.78627, 0.73732, 0.35712, 1.0277, 0.000496, 0.000496, 0.000496
98, 0.73276, 0.3303, 1.0469, 0.95053, 0.91328, 0.9645, 0.78602, 0.73794, 0.35747, 1.0286, 0.000397, 0.000397, 0.000397
99, 0.73146, 0.32881, 1.0465, 0.95003, 0.91355, 0.96438, 0.78573, 0.73818, 0.35839, 1.0292, 0.000298, 0.000298, 0.000298
100, 0.72536, 0.32564, 1.0434, 0.94994, 0.91314, 0.96414, 0.78568, 0.73871, 0.35875, 1.03, 0.000199, 0.000199, 0.000199
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