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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, 0.066478, 0.10851, 0.0095315, 0.57119, 0.22791, 0.2216, 0.065523, 0.053624, 0.12022, 0.011471, 0.0033311, 0.0033311, 0.07002 |
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1, 0.047603, 0.093463, 0.0030279, 0.27008, 0.23885, 0.18139, 0.054122, 0.056219, 0.12876, 0.01044, 0.0066585, 0.0066585, 0.040015 |
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2, 0.041899, 0.086756, 0.0019697, 0.70484, 0.20824, 0.16651, 0.047206, 0.058827, 0.13226, 0.012723, 0.0099623, 0.0099623, 0.0099849 |
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3, 0.0363, 0.080823, 0.0015784, 0.23711, 0.21597, 0.14589, 0.042391, 0.058747, 0.14183, 0.013198, 0.0099203, 0.0099203, 0.0099203 |
|
4, 0.032795, 0.075992, 0.0013293, 0.45001, 0.19993, 0.16588, 0.044751, 0.057023, 0.13585, 0.016033, 0.0099203, 0.0099203, 0.0099203 |
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5, 0.030812, 0.07335, 0.0012009, 0.58901, 0.21317, 0.1576, 0.04477, 0.058415, 0.14472, 0.013576, 0.0098586, 0.0098586, 0.0098586 |
|
6, 0.029561, 0.070617, 0.0011219, 0.288, 0.21438, 0.15773, 0.045556, 0.05883, 0.14721, 0.013658, 0.0097798, 0.0097798, 0.0097798 |
|
7, 0.028516, 0.069531, 0.001077, 0.39634, 0.19705, 0.15253, 0.043175, 0.059923, 0.14437, 0.015228, 0.009684, 0.009684, 0.009684 |
|
8, 0.02764, 0.067361, 0.001035, 0.33001, 0.19011, 0.14561, 0.040497, 0.059791, 0.14815, 0.013981, 0.0095717, 0.0095717, 0.0095717 |
|
9, 0.026915, 0.066508, 0.0010018, 0.35898, 0.21298, 0.15398, 0.041018, 0.060494, 0.14836, 0.014319, 0.0094434, 0.0094434, 0.0094434 |
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10, 0.026428, 0.065079, 0.00096591, 0.30494, 0.21028, 0.15231, 0.042767, 0.060524, 0.15047, 0.013902, 0.0092995, 0.0092995, 0.0092995 |
|
11, 0.025846, 0.064335, 0.00095886, 0.43763, 0.18849, 0.14901, 0.042984, 0.060488, 0.15191, 0.015457, 0.0091406, 0.0091406, 0.0091406 |
|
12, 0.025443, 0.063532, 0.00093981, 0.3636, 0.19879, 0.14614, 0.03973, 0.061772, 0.15223, 0.015062, 0.0089673, 0.0089673, 0.0089673 |
|
13, 0.024964, 0.062713, 0.00092267, 0.40721, 0.17619, 0.12719, 0.037587, 0.062383, 0.15784, 0.014852, 0.0087804, 0.0087804, 0.0087804 |
|
14, 0.024497, 0.061848, 0.00090893, 0.39788, 0.18685, 0.13666, 0.037538, 0.062533, 0.1546, 0.0155, 0.0085805, 0.0085805, 0.0085805 |
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15, 0.02426, 0.061229, 0.0009003, 0.31746, 0.18071, 0.12738, 0.035839, 0.062736, 0.15639, 0.01528, 0.0083684, 0.0083684, 0.0083684 |
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16, 0.023818, 0.060626, 0.00089261, 0.35393, 0.17365, 0.12289, 0.033599, 0.062651, 0.15729, 0.014802, 0.008145, 0.008145, 0.008145 |
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17, 0.023345, 0.059774, 0.00085889, 0.37168, 0.18025, 0.13346, 0.037301, 0.062652, 0.15845, 0.014203, 0.0079112, 0.0079112, 0.0079112 |
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18, 0.023106, 0.059329, 0.00087473, 0.422, 0.18309, 0.13516, 0.038267, 0.062202, 0.15853, 0.014178, 0.0076679, 0.0076679, 0.0076679 |
|
19, 0.022746, 0.058643, 0.00085232, 0.40359, 0.17629, 0.12773, 0.036036, 0.063391, 0.15874, 0.015364, 0.007416, 0.007416, 0.007416 |
|
20, 0.022471, 0.058085, 0.00082899, 0.72096, 0.17713, 0.12978, 0.038155, 0.06267, 0.15884, 0.014429, 0.0071566, 0.0071566, 0.0071566 |
|
21, 0.022205, 0.057707, 0.00083642, 0.3612, 0.17424, 0.1321, 0.036907, 0.063079, 0.1587, 0.015598, 0.0068906, 0.0068906, 0.0068906 |
|
22, 0.021837, 0.056859, 0.00081369, 0.73732, 0.17408, 0.12573, 0.03574, 0.062616, 0.16046, 0.015749, 0.0066191, 0.0066191, 0.0066191 |
|
23, 0.021631, 0.056391, 0.00082216, 0.40768, 0.17338, 0.12654, 0.034939, 0.062812, 0.15973, 0.014894, 0.0063432, 0.0063432, 0.0063432 |
|
24, 0.021225, 0.055712, 0.0008037, 0.408, 0.17368, 0.12838, 0.036712, 0.062972, 0.15953, 0.014499, 0.006064, 0.006064, 0.006064 |
|
25, 0.02097, 0.055442, 0.00078154, 0.42215, 0.16854, 0.12061, 0.034229, 0.063512, 0.16046, 0.014686, 0.0057826, 0.0057826, 0.0057826 |
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26, 0.020593, 0.054316, 0.00076938, 0.40948, 0.16951, 0.11376, 0.031789, 0.063326, 0.16235, 0.01479, 0.0055, 0.0055, 0.0055 |
|
27, 0.020366, 0.053511, 0.0007598, 0.40104, 0.17046, 0.1183, 0.032603, 0.06365, 0.16276, 0.015098, 0.0052174, 0.0052174, 0.0052174 |
|
28, 0.020114, 0.05337, 0.00075442, 0.40109, 0.17149, 0.12121, 0.033592, 0.063809, 0.16178, 0.015525, 0.004936, 0.004936, 0.004936 |
|
29, 0.019876, 0.052571, 0.00074729, 0.4008, 0.17543, 0.12317, 0.034172, 0.063436, 0.16141, 0.015646, 0.0046568, 0.0046568, 0.0046568 |
|
30, 0.019556, 0.052349, 0.00074319, 0.40336, 0.17487, 0.1284, 0.035794, 0.063455, 0.16177, 0.015512, 0.0043809, 0.0043809, 0.0043809 |
|
31, 0.019268, 0.051798, 0.00072424, 0.40404, 0.17267, 0.12785, 0.035614, 0.063632, 0.16264, 0.015531, 0.0041094, 0.0041094, 0.0041094 |
|
32, 0.01912, 0.050896, 0.00073171, 0.41387, 0.17341, 0.12939, 0.035637, 0.063912, 0.16214, 0.015559, 0.0038434, 0.0038434, 0.0038434 |
|
33, 0.01878, 0.050371, 0.00072244, 0.41323, 0.17391, 0.12783, 0.035455, 0.063911, 0.16278, 0.015485, 0.003584, 0.003584, 0.003584 |
|
34, 0.018514, 0.050192, 0.00069837, 0.39492, 0.17335, 0.12765, 0.035634, 0.064004, 0.1628, 0.015644, 0.0033321, 0.0033321, 0.0033321 |
|
35, 0.018223, 0.049508, 0.00069797, 0.39081, 0.17477, 0.12832, 0.035998, 0.064206, 0.16333, 0.015888, 0.0030888, 0.0030888, 0.0030888 |
|
36, 0.018045, 0.04921, 0.00069642, 0.36846, 0.17743, 0.12922, 0.036221, 0.064225, 0.16388, 0.016018, 0.002855, 0.002855, 0.002855 |
|
37, 0.017766, 0.0485, 0.00067271, 0.39227, 0.17456, 0.12872, 0.036043, 0.064183, 0.16436, 0.016151, 0.0026316, 0.0026316, 0.0026316 |
|
38, 0.017607, 0.047831, 0.00066526, 0.38378, 0.17689, 0.12921, 0.036281, 0.064112, 0.16474, 0.016183, 0.0024195, 0.0024195, 0.0024195 |
|
39, 0.01734, 0.04783, 0.00067038, 0.39542, 0.17276, 0.12968, 0.036256, 0.064054, 0.16534, 0.016221, 0.0022196, 0.0022196, 0.0022196 |
|
40, 0.017175, 0.046997, 0.00067596, 0.40668, 0.17237, 0.13027, 0.037027, 0.063953, 0.16567, 0.016325, 0.0020327, 0.0020327, 0.0020327 |
|
41, 0.017038, 0.046507, 0.00066769, 0.40087, 0.17179, 0.13019, 0.036892, 0.06392, 0.16589, 0.016371, 0.0018594, 0.0018594, 0.0018594 |
|
42, 0.016855, 0.046177, 0.00065512, 0.39526, 0.17262, 0.13042, 0.036948, 0.063909, 0.1662, 0.01637, 0.0017005, 0.0017005, 0.0017005 |
|
43, 0.016569, 0.045674, 0.00065137, 0.39945, 0.17328, 0.13055, 0.037092, 0.063932, 0.1665, 0.016426, 0.0015566, 0.0015566, 0.0015566 |
|
44, 0.016441, 0.044922, 0.00063409, 0.40554, 0.1732, 0.13042, 0.037093, 0.063988, 0.16682, 0.016446, 0.0014283, 0.0014283, 0.0014283 |
|
45, 0.016325, 0.045224, 0.00064481, 0.40211, 0.17519, 0.13059, 0.037099, 0.064011, 0.16711, 0.01651, 0.001316, 0.001316, 0.001316 |
|
46, 0.01617, 0.044339, 0.00062187, 0.41262, 0.17091, 0.13059, 0.037092, 0.064032, 0.16731, 0.016582, 0.0012202, 0.0012202, 0.0012202 |
|
47, 0.016138, 0.044074, 0.0006353, 0.41615, 0.17074, 0.13089, 0.037148, 0.064054, 0.16752, 0.016619, 0.0011414, 0.0011414, 0.0011414 |
|
48, 0.015987, 0.044106, 0.00063223, 0.41429, 0.17106, 0.13136, 0.037234, 0.064091, 0.16769, 0.016667, 0.0010797, 0.0010797, 0.0010797 |
|
49, 0.015993, 0.044084, 0.00062792, 0.41189, 0.17133, 0.13117, 0.037181, 0.06415, 0.16788, 0.016699, 0.0010355, 0.0010355, 0.0010355 |
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