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, 0.075722, 0.11011, 0.011402, 0.56773, 0.19036, 0.1366, 0.038885, 0.063062, 0.11811, 0.011065, 0.0033311, 0.0033311, 0.07002
1, 0.053648, 0.10398, 0.0053904, 0.59321, 0.20066, 0.17474, 0.054621, 0.059462, 0.12624, 0.013224, 0.0066585, 0.0066585, 0.040015
2, 0.048231, 0.09796, 0.0027648, 0.41204, 0.23803, 0.20456, 0.056678, 0.05637, 0.13318, 0.010405, 0.0099623, 0.0099623, 0.0099849
3, 0.042716, 0.092016, 0.001852, 0.39023, 0.20496, 0.16222, 0.043457, 0.058712, 0.13492, 0.013347, 0.0099203, 0.0099203, 0.0099203
4, 0.039297, 0.087934, 0.0015385, 0.42781, 0.17952, 0.15805, 0.046914, 0.059049, 0.13645, 0.015318, 0.0099203, 0.0099203, 0.0099203
5, 0.037231, 0.085133, 0.0013652, 0.29853, 0.21304, 0.15708, 0.044292, 0.058993, 0.13755, 0.014725, 0.0098586, 0.0098586, 0.0098586
6, 0.035984, 0.083987, 0.0012847, 0.22982, 0.19652, 0.1577, 0.044585, 0.057689, 0.14112, 0.014184, 0.0097798, 0.0097798, 0.0097798
7, 0.034889, 0.081699, 0.0012116, 0.25557, 0.17364, 0.13054, 0.037434, 0.06115, 0.14227, 0.016071, 0.009684, 0.009684, 0.009684
8, 0.034182, 0.080463, 0.0011746, 0.26019, 0.18247, 0.14208, 0.040142, 0.059607, 0.14456, 0.015519, 0.0095717, 0.0095717, 0.0095717
9, 0.033576, 0.080179, 0.00112, 0.27856, 0.21275, 0.16352, 0.048212, 0.058866, 0.14103, 0.01565, 0.0094434, 0.0094434, 0.0094434
10, 0.032944, 0.079291, 0.0011256, 0.23537, 0.18365, 0.14617, 0.041947, 0.059125, 0.1451, 0.016221, 0.0092995, 0.0092995, 0.0092995
11, 0.032389, 0.077804, 0.0010834, 0.35474, 0.18536, 0.15861, 0.044449, 0.058316, 0.13977, 0.01614, 0.0091406, 0.0091406, 0.0091406
12, 0.031935, 0.077224, 0.0010711, 0.33863, 0.18168, 0.1425, 0.04205, 0.059801, 0.14377, 0.015788, 0.0089673, 0.0089673, 0.0089673
13, 0.031575, 0.076299, 0.0010428, 0.29958, 0.18638, 0.14852, 0.041689, 0.059483, 0.14586, 0.015876, 0.0087804, 0.0087804, 0.0087804
14, 0.031217, 0.07583, 0.0010337, 0.36323, 0.17141, 0.1321, 0.038323, 0.060549, 0.1455, 0.016531, 0.0085805, 0.0085805, 0.0085805
15, 0.030819, 0.075569, 0.0010162, 0.31714, 0.19924, 0.15435, 0.045995, 0.059836, 0.14456, 0.015963, 0.0083684, 0.0083684, 0.0083684
16, 0.030523, 0.075127, 0.00098818, 0.32045, 0.19533, 0.1547, 0.045587, 0.060827, 0.14382, 0.016181, 0.008145, 0.008145, 0.008145
17, 0.030188, 0.074357, 0.00097826, 0.31145, 0.20144, 0.16261, 0.047004, 0.05943, 0.1455, 0.016502, 0.0079112, 0.0079112, 0.0079112
18, 0.029892, 0.07399, 0.00097744, 0.40318, 0.19149, 0.15748, 0.0462, 0.060109, 0.14539, 0.017483, 0.0076679, 0.0076679, 0.0076679
19, 0.029593, 0.07344, 0.00095885, 0.35197, 0.19727, 0.16331, 0.048056, 0.059312, 0.1452, 0.016652, 0.007416, 0.007416, 0.007416
20, 0.029331, 0.072783, 0.00094844, 0.65492, 0.1851, 0.14633, 0.043414, 0.060398, 0.14533, 0.017433, 0.0071566, 0.0071566, 0.0071566
21, 0.029121, 0.072765, 0.00093876, 0.75628, 0.1813, 0.14728, 0.042465, 0.060637, 0.1444, 0.017726, 0.0068906, 0.0068906, 0.0068906
22, 0.028823, 0.071675, 0.00092877, 0.72726, 0.18191, 0.1506, 0.042051, 0.060488, 0.14504, 0.01764, 0.0066191, 0.0066191, 0.0066191
23, 0.028604, 0.071664, 0.00091917, 0.43439, 0.17966, 0.14458, 0.041521, 0.061521, 0.14509, 0.01766, 0.0063432, 0.0063432, 0.0063432
24, 0.028298, 0.070856, 0.00090018, 0.33568, 0.1766, 0.1408, 0.040436, 0.061669, 0.14623, 0.017497, 0.006064, 0.006064, 0.006064
25, 0.028067, 0.070857, 0.00090873, 0.32065, 0.17641, 0.13986, 0.039938, 0.061548, 0.14633, 0.017586, 0.0057826, 0.0057826, 0.0057826
26, 0.027782, 0.070486, 0.00090253, 0.37421, 0.17759, 0.14462, 0.041992, 0.061618, 0.14624, 0.017871, 0.0055, 0.0055, 0.0055
27, 0.027557, 0.070246, 0.00089186, 0.40366, 0.18254, 0.14624, 0.042059, 0.061412, 0.1464, 0.018265, 0.0052174, 0.0052174, 0.0052174
28, 0.027408, 0.069607, 0.00087181, 0.34204, 0.18675, 0.142, 0.041041, 0.061832, 0.14626, 0.018385, 0.004936, 0.004936, 0.004936
29, 0.027126, 0.069271, 0.00086456, 0.40508, 0.18643, 0.14657, 0.041748, 0.062, 0.145, 0.017959, 0.0046568, 0.0046568, 0.0046568
30, 0.026864, 0.068978, 0.00086384, 0.35083, 0.187, 0.14763, 0.042364, 0.061903, 0.1457, 0.018352, 0.0043809, 0.0043809, 0.0043809
31, 0.026628, 0.068488, 0.00083576, 0.35543, 0.18563, 0.14801, 0.042426, 0.0618, 0.14647, 0.018586, 0.0041094, 0.0041094, 0.0041094
32, 0.026521, 0.068311, 0.00084884, 0.37702, 0.17682, 0.14155, 0.040762, 0.062019, 0.14702, 0.018419, 0.0038434, 0.0038434, 0.0038434
33, 0.026228, 0.067743, 0.00083845, 0.33442, 0.18279, 0.14215, 0.040939, 0.061987, 0.14698, 0.018473, 0.003584, 0.003584, 0.003584
34, 0.026129, 0.067274, 0.00081265, 0.34889, 0.17892, 0.14147, 0.040534, 0.062032, 0.14672, 0.018608, 0.0033321, 0.0033321, 0.0033321
35, 0.02583, 0.067205, 0.00080101, 0.37448, 0.17808, 0.14204, 0.040602, 0.06202, 0.14681, 0.018704, 0.0030888, 0.0030888, 0.0030888
36, 0.025601, 0.066665, 0.0007871, 0.37383, 0.17783, 0.1419, 0.040572, 0.062169, 0.147, 0.018829, 0.002855, 0.002855, 0.002855
37, 0.025435, 0.066659, 0.00080232, 0.37514, 0.17693, 0.14151, 0.040417, 0.062258, 0.1472, 0.018896, 0.0026316, 0.0026316, 0.0026316
38, 0.025287, 0.066454, 0.00079264, 0.35588, 0.18281, 0.1429, 0.040938, 0.062252, 0.14738, 0.018985, 0.0024195, 0.0024195, 0.0024195
39, 0.025232, 0.065569, 0.00078958, 0.38285, 0.1771, 0.14299, 0.040981, 0.062264, 0.14747, 0.019096, 0.0022196, 0.0022196, 0.0022196
40, 0.025037, 0.065462, 0.00077356, 0.40266, 0.17672, 0.14375, 0.041352, 0.062252, 0.14756, 0.019179, 0.0020327, 0.0020327, 0.0020327
41, 0.024886, 0.06521, 0.0007798, 0.39912, 0.17873, 0.14476, 0.041788, 0.062226, 0.14757, 0.019237, 0.0018594, 0.0018594, 0.0018594
42, 0.024717, 0.064896, 0.00077097, 0.37488, 0.1834, 0.14583, 0.042266, 0.062219, 0.14737, 0.019292, 0.0017005, 0.0017005, 0.0017005
43, 0.024665, 0.065238, 0.00077455, 0.40962, 0.18075, 0.14653, 0.042593, 0.062221, 0.14724, 0.01936, 0.0015566, 0.0015566, 0.0015566
44, 0.024517, 0.064723, 0.00076143, 0.38762, 0.18346, 0.14675, 0.042764, 0.06223, 0.14727, 0.019439, 0.0014283, 0.0014283, 0.0014283
45, 0.024427, 0.064326, 0.00076674, 0.39998, 0.18366, 0.14701, 0.043002, 0.06226, 0.14734, 0.019518, 0.001316, 0.001316, 0.001316
46, 0.024369, 0.063901, 0.00074479, 0.41651, 0.18249, 0.14702, 0.043029, 0.06228, 0.14742, 0.019568, 0.0012202, 0.0012202, 0.0012202
47, 0.024221, 0.064122, 0.00076712, 0.43169, 0.18195, 0.14737, 0.0432, 0.062319, 0.1475, 0.019598, 0.0011414, 0.0011414, 0.0011414
48, 0.024151, 0.063666, 0.00075111, 0.43527, 0.18196, 0.14727, 0.043194, 0.062349, 0.14754, 0.019647, 0.0010797, 0.0010797, 0.0010797
49, 0.024125, 0.06371, 0.00074695, 0.44345, 0.18129, 0.14769, 0.043372, 0.062366, 0.14753, 0.019688, 0.0010355, 0.0010355, 0.0010355
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