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, 1.4752, 1.4547, 1.5248, 0.89977, 0.81181, 0.90193, 0.63423, 1.0541, 0.68884, 1.1758, 0.0033313, 0.0033313, 0.0033313
2, 1.3127, 1.0957, 1.3716, 0.90767, 0.82245, 0.91527, 0.66775, 0.95657, 0.67254, 1.1104, 0.0065986, 0.0065986, 0.0065986
3, 1.3526, 1.1693, 1.4039, 0.90174, 0.78273, 0.88399, 0.636, 1.0036, 0.77937, 1.1725, 0.0098, 0.0098, 0.0098
4, 1.3787, 1.2067, 1.4403, 0.91204, 0.79163, 0.88412, 0.55124, 1.3191, 0.81247, 1.3351, 0.009703, 0.009703, 0.009703
5, 1.3249, 1.1241, 1.4026, 0.91679, 0.83537, 0.9212, 0.689, 0.91034, 0.6673, 1.1139, 0.009703, 0.009703, 0.009703
6, 1.2919, 1.0683, 1.3752, 0.92931, 0.84693, 0.929, 0.70781, 0.86443, 0.62231, 1.0879, 0.009604, 0.009604, 0.009604
7, 1.2559, 1.0154, 1.3534, 0.92453, 0.86042, 0.93493, 0.71919, 0.851, 0.61984, 1.0766, 0.009505, 0.009505, 0.009505
8, 1.23, 0.98298, 1.3287, 0.93637, 0.87176, 0.94391, 0.73776, 0.81804, 0.54521, 1.0485, 0.009406, 0.009406, 0.009406
9, 1.2082, 0.95557, 1.3233, 0.93918, 0.87504, 0.94735, 0.74423, 0.80805, 0.53445, 1.0436, 0.009307, 0.009307, 0.009307
10, 1.1945, 0.93552, 1.308, 0.94533, 0.87325, 0.94892, 0.74822, 0.79492, 0.5229, 1.0412, 0.009208, 0.009208, 0.009208
11, 1.1763, 0.91938, 1.3021, 0.92825, 0.88743, 0.94993, 0.75114, 0.78761, 0.50733, 1.0328, 0.009109, 0.009109, 0.009109
12, 1.1676, 0.90118, 1.2922, 0.9401, 0.89169, 0.95499, 0.76075, 0.76515, 0.48677, 1.0206, 0.00901, 0.00901, 0.00901
13, 1.1546, 0.88775, 1.2828, 0.94086, 0.88786, 0.95521, 0.76392, 0.76053, 0.49038, 1.0186, 0.008911, 0.008911, 0.008911
14, 1.1427, 0.86703, 1.2767, 0.94665, 0.89532, 0.95845, 0.76825, 0.75587, 0.47247, 1.0025, 0.008812, 0.008812, 0.008812
15, 1.1323, 0.85992, 1.2703, 0.94305, 0.89204, 0.95803, 0.77131, 0.75172, 0.46384, 1.0083, 0.008713, 0.008713, 0.008713
16, 1.1264, 0.84507, 1.2581, 0.94766, 0.89532, 0.95925, 0.77364, 0.74393, 0.45708, 0.99441, 0.008614, 0.008614, 0.008614
17, 1.1136, 0.83487, 1.2572, 0.9494, 0.89535, 0.95825, 0.77385, 0.7358, 0.45512, 0.99642, 0.008515, 0.008515, 0.008515
18, 1.1159, 0.83316, 1.2526, 0.95146, 0.89726, 0.96084, 0.77742, 0.73225, 0.44262, 0.99646, 0.008416, 0.008416, 0.008416
19, 1.0991, 0.81558, 1.2416, 0.95518, 0.89726, 0.9623, 0.78024, 0.72598, 0.43724, 0.98544, 0.008317, 0.008317, 0.008317
20, 1.094, 0.80853, 1.2392, 0.95328, 0.90376, 0.96415, 0.78522, 0.7187, 0.43152, 0.9835, 0.008218, 0.008218, 0.008218
21, 1.09, 0.8032, 1.2347, 0.95857, 0.90055, 0.96465, 0.78323, 0.71964, 0.42988, 0.98391, 0.008119, 0.008119, 0.008119
22, 1.078, 0.79175, 1.2302, 0.95452, 0.90446, 0.9638, 0.78438, 0.71341, 0.42488, 0.97776, 0.00802, 0.00802, 0.00802
23, 1.0751, 0.78991, 1.2266, 0.95935, 0.90516, 0.96544, 0.78672, 0.71319, 0.41629, 0.97466, 0.007921, 0.007921, 0.007921
24, 1.071, 0.78027, 1.2204, 0.952, 0.91142, 0.96629, 0.78754, 0.71217, 0.40968, 0.97619, 0.007822, 0.007822, 0.007822
25, 1.066, 0.77424, 1.2206, 0.9577, 0.90808, 0.96676, 0.78953, 0.7092, 0.40902, 0.97734, 0.007723, 0.007723, 0.007723
26, 1.0588, 0.76967, 1.2126, 0.9521, 0.91288, 0.96688, 0.79059, 0.70415, 0.40538, 0.97187, 0.007624, 0.007624, 0.007624
27, 1.0602, 0.77028, 1.2159, 0.95315, 0.9101, 0.96703, 0.79167, 0.70154, 0.4059, 0.97158, 0.007525, 0.007525, 0.007525
28, 1.0518, 0.76397, 1.2106, 0.94939, 0.91426, 0.9678, 0.79258, 0.70096, 0.40432, 0.97034, 0.007426, 0.007426, 0.007426
29, 1.0421, 0.75153, 1.2044, 0.95381, 0.91146, 0.96782, 0.79372, 0.70058, 0.40026, 0.96943, 0.007327, 0.007327, 0.007327
30, 1.0455, 0.75328, 1.2002, 0.954, 0.91187, 0.96713, 0.79357, 0.69927, 0.39914, 0.96597, 0.007228, 0.007228, 0.007228
31, 1.0381, 0.74686, 1.191, 0.95725, 0.91083, 0.9674, 0.79416, 0.69651, 0.39596, 0.9633, 0.007129, 0.007129, 0.007129
32, 1.0342, 0.7377, 1.192, 0.9521, 0.91619, 0.96795, 0.79403, 0.6955, 0.39368, 0.96231, 0.00703, 0.00703, 0.00703
33, 1.0315, 0.74139, 1.1882, 0.95329, 0.91606, 0.96825, 0.79551, 0.69385, 0.39242, 0.96032, 0.006931, 0.006931, 0.006931
34, 1.0236, 0.72548, 1.1828, 0.95565, 0.91739, 0.96845, 0.79548, 0.69559, 0.39079, 0.96152, 0.006832, 0.006832, 0.006832
35, 1.024, 0.73275, 1.1853, 0.95274, 0.91873, 0.96877, 0.79612, 0.69381, 0.38824, 0.95975, 0.006733, 0.006733, 0.006733
36, 1.0217, 0.72182, 1.1857, 0.94856, 0.92201, 0.96878, 0.79606, 0.69459, 0.38705, 0.9609, 0.006634, 0.006634, 0.006634
37, 1.012, 0.71785, 1.1827, 0.94969, 0.92329, 0.96891, 0.79611, 0.69396, 0.38582, 0.96105, 0.006535, 0.006535, 0.006535
38, 1.0154, 0.7167, 1.179, 0.94841, 0.9238, 0.96918, 0.79607, 0.6934, 0.38453, 0.96096, 0.006436, 0.006436, 0.006436
39, 1.0088, 0.70924, 1.174, 0.94822, 0.923, 0.96866, 0.79647, 0.69313, 0.38383, 0.96058, 0.006337, 0.006337, 0.006337
40, 1.0072, 0.70791, 1.1728, 0.95056, 0.92313, 0.96898, 0.79683, 0.69344, 0.38368, 0.96094, 0.006238, 0.006238, 0.006238
41, 1.0069, 0.7053, 1.1762, 0.95166, 0.92191, 0.96913, 0.79697, 0.69281, 0.38259, 0.96105, 0.006139, 0.006139, 0.006139
42, 0.99844, 0.69948, 1.1726, 0.9507, 0.92484, 0.96942, 0.79724, 0.69248, 0.38239, 0.96076, 0.00604, 0.00604, 0.00604
43, 0.99484, 0.69274, 1.1658, 0.95087, 0.92499, 0.96935, 0.79742, 0.692, 0.38186, 0.96032, 0.005941, 0.005941, 0.005941
44, 0.99641, 0.69781, 1.1746, 0.95135, 0.92431, 0.96944, 0.79714, 0.6921, 0.38153, 0.96062, 0.005842, 0.005842, 0.005842
45, 0.98648, 0.68894, 1.1684, 0.95157, 0.9241, 0.96932, 0.7973, 0.69221, 0.38138, 0.96064, 0.005743, 0.005743, 0.005743
46, 0.98627, 0.67916, 1.1614, 0.9535, 0.92352, 0.9695, 0.79742, 0.69163, 0.38073, 0.95997, 0.005644, 0.005644, 0.005644
47, 0.98358, 0.68026, 1.1609, 0.95546, 0.92117, 0.9695, 0.79793, 0.6914, 0.38041, 0.95951, 0.005545, 0.005545, 0.005545
48, 0.97669, 0.6778, 1.1567, 0.95436, 0.92231, 0.96962, 0.79806, 0.69125, 0.38045, 0.95918, 0.005446, 0.005446, 0.005446
49, 0.98036, 0.67498, 1.1537, 0.95308, 0.92395, 0.96939, 0.79809, 0.69101, 0.37992, 0.9591, 0.005347, 0.005347, 0.005347
50, 0.97129, 0.66837, 1.1538, 0.95299, 0.92514, 0.96946, 0.798, 0.69072, 0.37928, 0.95907, 0.005248, 0.005248, 0.005248
51, 0.97362, 0.67134, 1.1564, 0.95317, 0.92589, 0.96956, 0.79802, 0.69035, 0.37838, 0.95876, 0.005149, 0.005149, 0.005149
52, 0.96743, 0.66534, 1.1488, 0.95344, 0.92529, 0.96946, 0.79804, 0.69002, 0.37785, 0.95872, 0.00505, 0.00505, 0.00505
53, 0.9674, 0.66224, 1.1469, 0.95269, 0.92633, 0.96946, 0.798, 0.69008, 0.37724, 0.9587, 0.004951, 0.004951, 0.004951
54, 0.9652, 0.65408, 1.139, 0.95414, 0.92452, 0.96949, 0.79818, 0.68956, 0.3768, 0.95821, 0.004852, 0.004852, 0.004852
55, 0.96084, 0.65842, 1.1449, 0.95233, 0.92648, 0.96942, 0.79831, 0.6894, 0.37641, 0.95805, 0.004753, 0.004753, 0.004753
56, 0.95962, 0.65218, 1.1486, 0.95231, 0.92604, 0.96956, 0.79843, 0.68932, 0.37589, 0.95813, 0.004654, 0.004654, 0.004654
57, 0.95181, 0.65033, 1.1477, 0.95245, 0.92604, 0.96965, 0.79862, 0.68895, 0.37522, 0.95794, 0.004555, 0.004555, 0.004555
58, 0.95086, 0.64271, 1.1389, 0.9523, 0.92574, 0.96962, 0.79886, 0.68859, 0.37466, 0.95781, 0.004456, 0.004456, 0.004456
59, 0.94685, 0.63948, 1.1345, 0.95191, 0.92738, 0.96964, 0.7987, 0.68855, 0.37459, 0.95794, 0.004357, 0.004357, 0.004357
60, 0.94894, 0.64164, 1.1397, 0.95132, 0.92693, 0.9698, 0.79898, 0.68844, 0.37471, 0.95782, 0.004258, 0.004258, 0.004258
61, 0.94021, 0.63451, 1.1369, 0.95149, 0.92727, 0.97035, 0.79902, 0.68817, 0.37387, 0.95778, 0.004159, 0.004159, 0.004159
62, 0.93711, 0.63075, 1.1291, 0.95168, 0.92633, 0.97023, 0.79853, 0.68823, 0.37372, 0.95761, 0.00406, 0.00406, 0.00406
63, 0.93873, 0.62697, 1.1283, 0.95134, 0.92633, 0.97021, 0.7991, 0.68802, 0.37302, 0.95729, 0.003961, 0.003961, 0.003961
64, 0.93093, 0.62046, 1.1276, 0.95152, 0.92648, 0.97014, 0.79909, 0.68766, 0.37273, 0.95638, 0.003862, 0.003862, 0.003862
65, 0.92849, 0.62041, 1.1267, 0.9522, 0.9268, 0.96999, 0.79961, 0.68736, 0.37206, 0.95622, 0.003763, 0.003763, 0.003763
66, 0.92402, 0.61967, 1.1302, 0.95427, 0.9229, 0.97003, 0.79942, 0.68708, 0.37174, 0.95625, 0.003664, 0.003664, 0.003664
67, 0.92344, 0.61309, 1.1239, 0.95455, 0.92386, 0.97018, 0.79934, 0.68696, 0.37134, 0.9562, 0.003565, 0.003565, 0.003565
68, 0.92109, 0.60856, 1.1232, 0.95386, 0.9241, 0.97026, 0.79947, 0.68661, 0.37069, 0.95589, 0.003466, 0.003466, 0.003466
69, 0.91733, 0.60563, 1.1157, 0.95424, 0.92347, 0.97022, 0.79922, 0.68622, 0.37005, 0.95546, 0.003367, 0.003367, 0.003367
70, 0.91324, 0.60402, 1.1161, 0.95453, 0.92342, 0.97027, 0.79958, 0.6863, 0.36959, 0.95553, 0.003268, 0.003268, 0.003268
71, 0.90814, 0.60013, 1.1137, 0.95661, 0.92246, 0.9704, 0.79983, 0.68627, 0.36906, 0.9553, 0.003169, 0.003169, 0.003169
72, 0.90691, 0.59371, 1.1066, 0.95542, 0.92261, 0.97037, 0.79984, 0.68637, 0.36873, 0.95569, 0.00307, 0.00307, 0.00307
73, 0.90101, 0.59118, 1.1092, 0.95429, 0.92335, 0.97043, 0.79994, 0.68626, 0.36827, 0.9555, 0.002971, 0.002971, 0.002971
74, 0.89988, 0.58931, 1.1049, 0.9531, 0.92437, 0.97039, 0.79928, 0.68636, 0.3676, 0.9555, 0.002872, 0.002872, 0.002872
75, 0.89262, 0.5854, 1.102, 0.95663, 0.92156, 0.97041, 0.79962, 0.6863, 0.36719, 0.95551, 0.002773, 0.002773, 0.002773
76, 0.89014, 0.57987, 1.0996, 0.95669, 0.92226, 0.9704, 0.79949, 0.6858, 0.3666, 0.95459, 0.002674, 0.002674, 0.002674
77, 0.89113, 0.57991, 1.1017, 0.95802, 0.92222, 0.97043, 0.80019, 0.68627, 0.36591, 0.95466, 0.002575, 0.002575, 0.002575
78, 0.88413, 0.57578, 1.0989, 0.95886, 0.92105, 0.97036, 0.80043, 0.68628, 0.36539, 0.95457, 0.002476, 0.002476, 0.002476
79, 0.8853, 0.57491, 1.1036, 0.95943, 0.92052, 0.97042, 0.80003, 0.68641, 0.36496, 0.95452, 0.002377, 0.002377, 0.002377
80, 0.88386, 0.57215, 1.1014, 0.95761, 0.92246, 0.97055, 0.80035, 0.68645, 0.36442, 0.95456, 0.002278, 0.002278, 0.002278
81, 0.8736, 0.56303, 1.0922, 0.95819, 0.92201, 0.97053, 0.80016, 0.68664, 0.36416, 0.95471, 0.002179, 0.002179, 0.002179
82, 0.86728, 0.56107, 1.0875, 0.95848, 0.92156, 0.97059, 0.80016, 0.68666, 0.36338, 0.95464, 0.00208, 0.00208, 0.00208
83, 0.86896, 0.56051, 1.0917, 0.95934, 0.92082, 0.97066, 0.80052, 0.68682, 0.36313, 0.95457, 0.001981, 0.001981, 0.001981
84, 0.86519, 0.55652, 1.0891, 0.96051, 0.91977, 0.97058, 0.80093, 0.68679, 0.36283, 0.95431, 0.001882, 0.001882, 0.001882
85, 0.8629, 0.55532, 1.0869, 0.96035, 0.91948, 0.97057, 0.80131, 0.68709, 0.36241, 0.95432, 0.001783, 0.001783, 0.001783
86, 0.85573, 0.54731, 1.0854, 0.96168, 0.91873, 0.97073, 0.80145, 0.68712, 0.36218, 0.95435, 0.001684, 0.001684, 0.001684
87, 0.85361, 0.54648, 1.0848, 0.96256, 0.91903, 0.9708, 0.80161, 0.68722, 0.36204, 0.95456, 0.001585, 0.001585, 0.001585
88, 0.85072, 0.54236, 1.081, 0.96191, 0.91892, 0.97069, 0.80182, 0.68723, 0.36193, 0.9545, 0.001486, 0.001486, 0.001486
89, 0.84414, 0.53508, 1.0753, 0.96236, 0.91888, 0.97063, 0.80136, 0.68767, 0.3616, 0.95468, 0.001387, 0.001387, 0.001387
90, 0.84145, 0.5317, 1.0757, 0.96238, 0.91926, 0.97042, 0.80125, 0.68802, 0.36143, 0.95466, 0.001288, 0.001288, 0.001288
91, 0.81601, 0.42096, 1.0516, 0.96282, 0.91915, 0.97029, 0.80139, 0.68841, 0.36155, 0.95451, 0.001189, 0.001189, 0.001189
92, 0.80426, 0.41254, 1.0499, 0.96369, 0.9182, 0.97041, 0.80117, 0.68842, 0.3616, 0.95454, 0.00109, 0.00109, 0.00109
93, 0.79964, 0.40949, 1.0516, 0.9641, 0.91714, 0.97074, 0.80108, 0.68854, 0.36145, 0.95438, 0.000991, 0.000991, 0.000991
94, 0.79403, 0.40294, 1.0483, 0.96352, 0.91761, 0.97085, 0.80127, 0.68935, 0.36179, 0.9549, 0.000892, 0.000892, 0.000892
95, 0.78243, 0.39742, 1.0411, 0.96193, 0.91942, 0.97082, 0.80111, 0.68907, 0.36148, 0.95473, 0.000793, 0.000793, 0.000793
96, 0.77581, 0.39034, 1.0373, 0.96181, 0.92018, 0.97089, 0.80136, 0.6894, 0.36141, 0.95504, 0.000694, 0.000694, 0.000694
97, 0.77291, 0.39017, 1.0305, 0.96131, 0.91977, 0.97081, 0.80119, 0.68948, 0.36157, 0.95493, 0.000595, 0.000595, 0.000595
98, 0.76718, 0.38332, 1.0349, 0.96235, 0.91853, 0.97057, 0.80114, 0.68957, 0.36153, 0.95517, 0.000496, 0.000496, 0.000496
99, 0.76502, 0.3816, 1.0301, 0.95975, 0.92171, 0.97067, 0.80123, 0.69006, 0.36148, 0.95549, 0.000397, 0.000397, 0.000397
100, 0.75734, 0.37655, 1.0271, 0.95763, 0.9229, 0.97055, 0.80155, 0.69027, 0.36138, 0.95574, 0.000298, 0.000298, 0.000298
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