Datasets:
File size: 14,994 Bytes
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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, 0.066245, 0.10754, 0.0089176, 0.26562, 0.22717, 0.16398, 0.051107, 0.057773, 0.1267, 0.011999, 0.0033311, 0.0033311, 0.07002
1, 0.047629, 0.093812, 0.002537, 0.43232, 0.25495, 0.22306, 0.077482, 0.056442, 0.13268, 0.012412, 0.0066585, 0.0066585, 0.040015
2, 0.040948, 0.084938, 0.0019318, 0.33949, 0.24396, 0.19746, 0.058702, 0.05882, 0.13692, 0.012503, 0.0099623, 0.0099623, 0.0099849
3, 0.035391, 0.078124, 0.0015507, 0.34197, 0.22378, 0.17908, 0.050572, 0.05776, 0.14138, 0.013541, 0.0099203, 0.0099203, 0.0099203
4, 0.031625, 0.073356, 0.0012838, 0.49559, 0.19075, 0.14622, 0.04145, 0.058511, 0.14436, 0.014551, 0.0099203, 0.0099203, 0.0099203
5, 0.029785, 0.070682, 0.0011681, 0.39066, 0.21946, 0.17171, 0.054488, 0.058527, 0.1466, 0.014708, 0.0098586, 0.0098586, 0.0098586
6, 0.028257, 0.068154, 0.0011282, 0.33833, 0.18915, 0.14299, 0.04355, 0.059518, 0.15041, 0.015047, 0.0097798, 0.0097798, 0.0097798
7, 0.027274, 0.066162, 0.001061, 0.32211, 0.21473, 0.16579, 0.046079, 0.059665, 0.14642, 0.01567, 0.009684, 0.009684, 0.009684
8, 0.026413, 0.065125, 0.0010229, 0.4634, 0.20299, 0.15724, 0.045013, 0.059131, 0.15094, 0.015358, 0.0095717, 0.0095717, 0.0095717
9, 0.025673, 0.063633, 0.0009872, 0.77832, 0.19324, 0.15207, 0.04625, 0.059988, 0.15282, 0.015791, 0.0094434, 0.0094434, 0.0094434
10, 0.025047, 0.062616, 0.00096655, 0.25264, 0.19145, 0.13652, 0.04026, 0.060503, 0.15671, 0.015993, 0.0092995, 0.0092995, 0.0092995
11, 0.024612, 0.061393, 0.0009294, 0.31169, 0.19618, 0.13705, 0.039289, 0.060799, 0.15912, 0.016078, 0.0091406, 0.0091406, 0.0091406
12, 0.024138, 0.060989, 0.00091894, 0.43393, 0.18678, 0.14238, 0.040388, 0.061461, 0.1555, 0.015107, 0.0089673, 0.0089673, 0.0089673
13, 0.023537, 0.059712, 0.00091638, 0.76563, 0.18388, 0.12829, 0.036765, 0.062005, 0.16097, 0.01472, 0.0087804, 0.0087804, 0.0087804
14, 0.023169, 0.059017, 0.0008879, 0.38878, 0.19326, 0.13572, 0.039224, 0.061436, 0.16256, 0.016874, 0.0085805, 0.0085805, 0.0085805
15, 0.022738, 0.058014, 0.00086786, 0.42185, 0.18743, 0.13293, 0.036795, 0.061136, 0.16077, 0.016639, 0.0083684, 0.0083684, 0.0083684
16, 0.022443, 0.0573, 0.00086512, 0.41201, 0.17412, 0.12226, 0.035036, 0.063898, 0.16303, 0.015428, 0.008145, 0.008145, 0.008145
17, 0.022127, 0.056803, 0.0008649, 0.60319, 0.17302, 0.11388, 0.033817, 0.06365, 0.16546, 0.01694, 0.0079112, 0.0079112, 0.0079112
18, 0.021741, 0.056029, 0.00083738, 0.67251, 0.17941, 0.12716, 0.037028, 0.062613, 0.16396, 0.01643, 0.0076679, 0.0076679, 0.0076679
19, 0.021424, 0.055367, 0.00083948, 0.36223, 0.18147, 0.12698, 0.038339, 0.06296, 0.16539, 0.01593, 0.007416, 0.007416, 0.007416
20, 0.021056, 0.054867, 0.0008263, 0.36938, 0.18376, 0.12734, 0.037401, 0.062452, 0.16492, 0.015849, 0.0071566, 0.0071566, 0.0071566
21, 0.02072, 0.053948, 0.0008097, 0.37889, 0.19991, 0.14534, 0.041599, 0.06284, 0.16258, 0.016135, 0.0068906, 0.0068906, 0.0068906
22, 0.020423, 0.0536, 0.00079723, 0.30596, 0.18637, 0.12292, 0.035276, 0.063951, 0.16561, 0.016881, 0.0066191, 0.0066191, 0.0066191
23, 0.02001, 0.05266, 0.00080659, 0.3265, 0.18741, 0.12762, 0.037742, 0.064125, 0.16704, 0.016745, 0.0063432, 0.0063432, 0.0063432
24, 0.019753, 0.052267, 0.0007776, 0.31455, 0.19477, 0.13497, 0.039372, 0.063075, 0.16718, 0.017125, 0.006064, 0.006064, 0.006064
25, 0.019461, 0.050968, 0.00078503, 0.30002, 0.19826, 0.14218, 0.042163, 0.06293, 0.16717, 0.017456, 0.0057826, 0.0057826, 0.0057826
26, 0.019185, 0.050877, 0.0007779, 0.33251, 0.19068, 0.135, 0.039757, 0.063215, 0.16848, 0.017412, 0.0055, 0.0055, 0.0055
27, 0.018852, 0.050021, 0.00075571, 0.33652, 0.18715, 0.128, 0.038051, 0.063603, 0.16815, 0.017387, 0.0052174, 0.0052174, 0.0052174
28, 0.018584, 0.04965, 0.00074939, 0.32061, 0.1932, 0.13118, 0.038863, 0.063461, 0.16763, 0.01782, 0.004936, 0.004936, 0.004936
29, 0.018354, 0.04913, 0.00073647, 0.30408, 0.19247, 0.13079, 0.038496, 0.063379, 0.16775, 0.017802, 0.0046568, 0.0046568, 0.0046568
30, 0.017922, 0.048151, 0.00072252, 0.31544, 0.1955, 0.13766, 0.040196, 0.063105, 0.16766, 0.017238, 0.0043809, 0.0043809, 0.0043809
31, 0.017772, 0.047795, 0.00071898, 0.31777, 0.1965, 0.13896, 0.040242, 0.063302, 0.16713, 0.016937, 0.0041094, 0.0041094, 0.0041094
32, 0.017443, 0.04697, 0.00069835, 0.34789, 0.1963, 0.14199, 0.041442, 0.063398, 0.16703, 0.016983, 0.0038434, 0.0038434, 0.0038434
33, 0.017146, 0.046242, 0.00068982, 0.34345, 0.1955, 0.14236, 0.042007, 0.063542, 0.16743, 0.017135, 0.003584, 0.003584, 0.003584
34, 0.016901, 0.045688, 0.00069999, 0.3461, 0.19508, 0.14345, 0.042021, 0.063512, 0.16884, 0.017042, 0.0033321, 0.0033321, 0.0033321
35, 0.01661, 0.045114, 0.00067172, 0.32901, 0.1955, 0.14228, 0.041839, 0.063626, 0.16938, 0.017047, 0.0030888, 0.0030888, 0.0030888
36, 0.016388, 0.044468, 0.00066583, 0.34566, 0.19424, 0.14255, 0.042169, 0.063653, 0.16961, 0.017103, 0.002855, 0.002855, 0.002855
37, 0.016242, 0.044156, 0.00065963, 0.33753, 0.19533, 0.145, 0.04324, 0.063697, 0.16978, 0.017148, 0.0026316, 0.0026316, 0.0026316
38, 0.015988, 0.04349, 0.00066479, 0.33358, 0.19521, 0.14643, 0.044012, 0.063725, 0.17001, 0.017233, 0.0024195, 0.0024195, 0.0024195
39, 0.015724, 0.043039, 0.00065073, 0.32191, 0.19476, 0.14649, 0.044132, 0.063773, 0.17045, 0.017226, 0.0022196, 0.0022196, 0.0022196
40, 0.015546, 0.04255, 0.00063961, 0.30407, 0.19502, 0.14608, 0.04422, 0.063794, 0.17089, 0.017223, 0.0020327, 0.0020327, 0.0020327
41, 0.015293, 0.041781, 0.00063168, 0.29336, 0.19558, 0.14643, 0.044295, 0.063887, 0.17117, 0.017232, 0.0018594, 0.0018594, 0.0018594
42, 0.015125, 0.041613, 0.00063481, 0.30369, 0.19409, 0.14663, 0.044205, 0.063915, 0.17159, 0.017251, 0.0017005, 0.0017005, 0.0017005
43, 0.014999, 0.040969, 0.00062819, 0.29641, 0.19468, 0.1466, 0.044236, 0.063936, 0.17182, 0.017294, 0.0015566, 0.0015566, 0.0015566
44, 0.014781, 0.040732, 0.00061888, 0.29437, 0.19493, 0.14685, 0.044355, 0.063971, 0.1721, 0.017358, 0.0014283, 0.0014283, 0.0014283
45, 0.014647, 0.040079, 0.00061726, 0.29305, 0.19531, 0.14736, 0.044502, 0.064021, 0.17237, 0.017399, 0.001316, 0.001316, 0.001316
46, 0.014533, 0.04019, 0.0006044, 0.28713, 0.19626, 0.14791, 0.044729, 0.064044, 0.17264, 0.017421, 0.0012202, 0.0012202, 0.0012202
47, 0.014472, 0.039847, 0.00061926, 0.31328, 0.19368, 0.14858, 0.044828, 0.064087, 0.1729, 0.017432, 0.0011414, 0.0011414, 0.0011414
48, 0.01426, 0.03893, 0.00060388, 0.31893, 0.19337, 0.14936, 0.045039, 0.064121, 0.17317, 0.017444, 0.0010797, 0.0010797, 0.0010797
49, 0.014149, 0.039278, 0.00061011, 0.3198, 0.19328, 0.14965, 0.044983, 0.06416, 0.1735, 0.017456, 0.0010355, 0.0010355, 0.0010355
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