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epoch, train/box_loss, train/obj_loss, train/cls_loss, metrics/precision, metrics/recall, metrics/mAP_0.5,metrics/mAP_0.5:0.95, val/box_loss, val/obj_loss, val/cls_loss, x/lr0, x/lr1, x/lr2 |
|
0, 0.063499, 0.10646, 0.0081947, 0.30925, 0.25172, 0.19947, 0.062997, 0.05641, 0.12315, 0.011814, 0.0033311, 0.0033311, 0.07002 |
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1, 0.045627, 0.088912, 0.0023523, 0.3784, 0.21776, 0.14735, 0.041335, 0.056384, 0.1308, 0.013309, 0.0066585, 0.0066585, 0.040015 |
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2, 0.04014, 0.083122, 0.0018825, 0.39419, 0.19131, 0.14425, 0.040799, 0.058513, 0.13614, 0.011903, 0.0099623, 0.0099623, 0.0099849 |
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3, 0.0343, 0.076802, 0.0015251, 0.25412, 0.20401, 0.13513, 0.038496, 0.057923, 0.1395, 0.013758, 0.0099203, 0.0099203, 0.0099203 |
|
4, 0.030851, 0.072031, 0.0012892, 0.37317, 0.21188, 0.16172, 0.046044, 0.058504, 0.14761, 0.013512, 0.0099203, 0.0099203, 0.0099203 |
|
5, 0.028771, 0.068661, 0.0011684, 0.32983, 0.21736, 0.1609, 0.046834, 0.06074, 0.14701, 0.014349, 0.0098586, 0.0098586, 0.0098586 |
|
6, 0.027366, 0.066478, 0.0010869, 0.30177, 0.22249, 0.15896, 0.042403, 0.057639, 0.14713, 0.015402, 0.0097798, 0.0097798, 0.0097798 |
|
7, 0.02625, 0.064318, 0.0010378, 0.28044, 0.22037, 0.1648, 0.044472, 0.058789, 0.14886, 0.014599, 0.009684, 0.009684, 0.009684 |
|
8, 0.025586, 0.062779, 0.00099817, 0.31175, 0.21491, 0.16031, 0.044657, 0.061357, 0.15123, 0.015368, 0.0095717, 0.0095717, 0.0095717 |
|
9, 0.024901, 0.06185, 0.0009685, 0.30004, 0.19642, 0.12935, 0.03779, 0.060617, 0.15669, 0.015934, 0.0094434, 0.0094434, 0.0094434 |
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10, 0.024127, 0.060242, 0.00095658, 0.3859, 0.17339, 0.12671, 0.036239, 0.060987, 0.15728, 0.015308, 0.0092995, 0.0092995, 0.0092995 |
|
11, 0.023693, 0.059657, 0.00093487, 0.39133, 0.17983, 0.12601, 0.034535, 0.061643, 0.15798, 0.015147, 0.0091406, 0.0091406, 0.0091406 |
|
12, 0.023217, 0.059044, 0.00092225, 0.30327, 0.18628, 0.13245, 0.036961, 0.062694, 0.16248, 0.015242, 0.0089673, 0.0089673, 0.0089673 |
|
13, 0.022787, 0.058107, 0.00089762, 0.22249, 0.18671, 0.13443, 0.037355, 0.061905, 0.15598, 0.016009, 0.0087804, 0.0087804, 0.0087804 |
|
14, 0.022458, 0.057204, 0.00087482, 0.59971, 0.17764, 0.13444, 0.035751, 0.061942, 0.16008, 0.015431, 0.0085805, 0.0085805, 0.0085805 |
|
15, 0.021953, 0.056124, 0.0008599, 0.64248, 0.16974, 0.11857, 0.032933, 0.063052, 0.16123, 0.01593, 0.0083684, 0.0083684, 0.0083684 |
|
16, 0.021553, 0.055639, 0.00086134, 0.27616, 0.16868, 0.12383, 0.033849, 0.062439, 0.16032, 0.016162, 0.008145, 0.008145, 0.008145 |
|
17, 0.021207, 0.054741, 0.00084297, 0.31152, 0.17059, 0.12448, 0.034289, 0.062084, 0.16299, 0.014095, 0.0079112, 0.0079112, 0.0079112 |
|
18, 0.020787, 0.053544, 0.0008244, 0.34046, 0.1817, 0.12744, 0.03468, 0.062396, 0.16646, 0.015813, 0.0076679, 0.0076679, 0.0076679 |
|
19, 0.02054, 0.052786, 0.00082355, 0.5987, 0.17053, 0.12668, 0.034571, 0.062773, 0.16746, 0.015263, 0.007416, 0.007416, 0.007416 |
|
20, 0.020078, 0.052172, 0.00079844, 0.32081, 0.17198, 0.13089, 0.036354, 0.0624, 0.1685, 0.015936, 0.0071566, 0.0071566, 0.0071566 |
|
21, 0.019775, 0.051561, 0.00080374, 0.2755, 0.16815, 0.12104, 0.033674, 0.063119, 0.17149, 0.014771, 0.0068906, 0.0068906, 0.0068906 |
|
22, 0.019409, 0.051156, 0.00078365, 0.3846, 0.17184, 0.12627, 0.035276, 0.062931, 0.16936, 0.014475, 0.0066191, 0.0066191, 0.0066191 |
|
23, 0.019073, 0.050384, 0.00078101, 0.26149, 0.16798, 0.12548, 0.034252, 0.062718, 0.1674, 0.01587, 0.0063432, 0.0063432, 0.0063432 |
|
24, 0.01886, 0.049555, 0.00076732, 0.22225, 0.17452, 0.12908, 0.034504, 0.06355, 0.17007, 0.015487, 0.006064, 0.006064, 0.006064 |
|
25, 0.018535, 0.04931, 0.00076557, 0.36667, 0.16418, 0.12674, 0.036066, 0.06384, 0.17071, 0.015413, 0.0057826, 0.0057826, 0.0057826 |
|
26, 0.018089, 0.048068, 0.00074389, 0.71055, 0.16871, 0.12691, 0.035504, 0.06364, 0.17213, 0.016351, 0.0055, 0.0055, 0.0055 |
|
27, 0.017907, 0.047578, 0.00074951, 0.66913, 0.16566, 0.12466, 0.034663, 0.063894, 0.17189, 0.016209, 0.0052174, 0.0052174, 0.0052174 |
|
28, 0.01765, 0.047252, 0.00072085, 0.76004, 0.17306, 0.12956, 0.03558, 0.063682, 0.17144, 0.016987, 0.004936, 0.004936, 0.004936 |
|
29, 0.01737, 0.046511, 0.00071201, 0.74214, 0.17529, 0.13059, 0.035329, 0.063665, 0.17525, 0.017109, 0.0046568, 0.0046568, 0.0046568 |
|
30, 0.017105, 0.045845, 0.00070913, 0.69732, 0.16474, 0.12791, 0.035036, 0.063899, 0.17614, 0.017377, 0.0043809, 0.0043809, 0.0043809 |
|
31, 0.016958, 0.045426, 0.00070247, 0.72005, 0.16406, 0.12484, 0.034583, 0.064292, 0.17678, 0.017137, 0.0041094, 0.0041094, 0.0041094 |
|
32, 0.016533, 0.044388, 0.00069464, 0.66754, 0.16045, 0.12228, 0.034173, 0.064257, 0.17687, 0.017364, 0.0038434, 0.0038434, 0.0038434 |
|
33, 0.016219, 0.043964, 0.00067985, 0.60407, 0.16104, 0.12158, 0.033965, 0.064211, 0.17713, 0.017111, 0.003584, 0.003584, 0.003584 |
|
34, 0.015934, 0.04329, 0.00067146, 0.6626, 0.15857, 0.12147, 0.033853, 0.064214, 0.1776, 0.017173, 0.0033321, 0.0033321, 0.0033321 |
|
35, 0.015675, 0.042466, 0.00067142, 0.59275, 0.16424, 0.12231, 0.034165, 0.064195, 0.17844, 0.017012, 0.0030888, 0.0030888, 0.0030888 |
|
36, 0.01542, 0.041835, 0.00065417, 0.58716, 0.16398, 0.12196, 0.034197, 0.064311, 0.17868, 0.017277, 0.002855, 0.002855, 0.002855 |
|
37, 0.015176, 0.041243, 0.00065214, 0.58437, 0.16373, 0.12179, 0.034274, 0.064325, 0.17905, 0.017399, 0.0026316, 0.0026316, 0.0026316 |
|
38, 0.015082, 0.041155, 0.00064247, 0.58266, 0.16386, 0.12185, 0.034458, 0.064261, 0.17924, 0.017549, 0.0024195, 0.0024195, 0.0024195 |
|
39, 0.014805, 0.040189, 0.00063926, 0.58495, 0.16419, 0.12176, 0.034638, 0.06421, 0.17989, 0.017586, 0.0022196, 0.0022196, 0.0022196 |
|
40, 0.014548, 0.039728, 0.00062426, 0.23493, 0.16532, 0.12196, 0.034794, 0.064212, 0.18033, 0.017614, 0.0020327, 0.0020327, 0.0020327 |
|
41, 0.014469, 0.039432, 0.0006186, 0.22498, 0.16385, 0.12225, 0.034947, 0.064227, 0.18061, 0.017684, 0.0018594, 0.0018594, 0.0018594 |
|
42, 0.014235, 0.038741, 0.00062545, 0.22097, 0.16355, 0.12257, 0.035151, 0.064265, 0.18072, 0.017799, 0.0017005, 0.0017005, 0.0017005 |
|
43, 0.013978, 0.038296, 0.0006199, 0.21784, 0.16415, 0.12402, 0.035609, 0.064258, 0.18084, 0.017984, 0.0015566, 0.0015566, 0.0015566 |
|
44, 0.013753, 0.037686, 0.00059894, 0.21433, 0.16317, 0.12446, 0.03577, 0.064247, 0.18104, 0.018095, 0.0014283, 0.0014283, 0.0014283 |
|
45, 0.01355, 0.037341, 0.00060588, 0.21226, 0.16315, 0.12472, 0.035881, 0.064252, 0.18134, 0.018157, 0.001316, 0.001316, 0.001316 |
|
46, 0.013473, 0.037012, 0.00060807, 0.20814, 0.16368, 0.12511, 0.03599, 0.064284, 0.18168, 0.018172, 0.0012202, 0.0012202, 0.0012202 |
|
47, 0.013403, 0.036709, 0.00058978, 0.20709, 0.16394, 0.12594, 0.036229, 0.064276, 0.18194, 0.018249, 0.0011414, 0.0011414, 0.0011414 |
|
48, 0.013267, 0.036184, 0.000591, 0.20051, 0.16446, 0.12641, 0.036358, 0.064284, 0.18218, 0.018266, 0.0010797, 0.0010797, 0.0010797 |
|
49, 0.01321, 0.036075, 0.00060139, 0.20254, 0.16328, 0.12675, 0.036365, 0.064275, 0.18239, 0.018328, 0.0010355, 0.0010355, 0.0010355 |
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