head_detect_v1.6_x/results.csv

 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, 1.4004, 1.1634, 1.5454, 0.93209, 0.86781, 0.94101, 0.71106, 0.8873, 0.53069, 1.1351, 0.0033318, 0.0033318, 0.0033318
 2, 1.2677, 0.90643, 1.3999, 0.92924, 0.8487, 0.92886, 0.7009, 0.90329, 0.57205, 1.1606, 0.0065992, 0.0065992, 0.0065992
 3, 1.312, 0.99445, 1.4461, 0.91583, 0.82401, 0.90486, 0.68142, 0.91599, 0.65308, 1.179, 0.0098005, 0.0098005, 0.0098005
 4, 1.3272, 1.0242, 1.4607, 0.92543, 0.84825, 0.92197, 0.70479, 0.87866, 0.59096, 1.161, 0.009703, 0.009703, 0.009703
 5, 1.2617, 0.94058, 1.4197, 0.92821, 0.86162, 0.93394, 0.72077, 0.83902, 0.55199, 1.1193, 0.009703, 0.009703, 0.009703
 6, 1.2102, 0.87865, 1.3888, 0.93422, 0.87191, 0.94161, 0.73658, 0.80913, 0.50943, 1.1196, 0.009604, 0.009604, 0.009604
 7, 1.1847, 0.84352, 1.3697, 0.94446, 0.86977, 0.94189, 0.74184, 0.7905, 0.48787, 1.0956, 0.009505, 0.009505, 0.009505
 8, 1.1581, 0.81181, 1.3526, 0.94392, 0.87896, 0.94757, 0.74595, 0.79093, 0.47107, 1.092, 0.009406, 0.009406, 0.009406
 9, 1.1438, 0.7895, 1.3407, 0.94205, 0.88493, 0.94948, 0.75479, 0.77023, 0.44858, 1.0738, 0.009307, 0.009307, 0.009307
 10, 1.1194, 0.76334, 1.3272, 0.94521, 0.89442, 0.9565, 0.76172, 0.76057, 0.43409, 1.0828, 0.009208, 0.009208, 0.009208
 11, 1.1059, 0.74971, 1.3074, 0.9477, 0.89404, 0.95843, 0.76714, 0.74935, 0.42196, 1.0617, 0.009109, 0.009109, 0.009109
 12, 1.0944, 0.73111, 1.3014, 0.9486, 0.89557, 0.95954, 0.77028, 0.74889, 0.4137, 1.0638, 0.00901, 0.00901, 0.00901
 13, 1.0843, 0.72385, 1.2936, 0.95003, 0.89543, 0.95983, 0.7731, 0.74068, 0.40831, 1.0501, 0.008911, 0.008911, 0.008911
 14, 1.0695, 0.70943, 1.2857, 0.94551, 0.90061, 0.96199, 0.7737, 0.73875, 0.40369, 1.06, 0.008812, 0.008812, 0.008812
 15, 1.0663, 0.70751, 1.2908, 0.95541, 0.89939, 0.96234, 0.77615, 0.73757, 0.39331, 1.0587, 0.008713, 0.008713, 0.008713
 16, 1.053, 0.69172, 1.2729, 0.95383, 0.90029, 0.96348, 0.77913, 0.72859, 0.38854, 1.0516, 0.008614, 0.008614, 0.008614
 17, 1.0468, 0.68394, 1.2778, 0.95112, 0.90382, 0.96411, 0.78019, 0.72856, 0.38463, 1.0553, 0.008515, 0.008515, 0.008515
 18, 1.0425, 0.67753, 1.27, 0.95016, 0.90799, 0.96493, 0.78071, 0.72725, 0.38078, 1.0527, 0.008416, 0.008416, 0.008416
 19, 1.0312, 0.66621, 1.2592, 0.95475, 0.90688, 0.96599, 0.78249, 0.72289, 0.37725, 1.0417, 0.008317, 0.008317, 0.008317
 20, 1.0257, 0.65788, 1.2517, 0.95051, 0.91192, 0.96663, 0.78371, 0.72271, 0.37391, 1.0427, 0.008218, 0.008218, 0.008218
 21, 1.0197, 0.65585, 1.2559, 0.95588, 0.90711, 0.96684, 0.78353, 0.72147, 0.37205, 1.0446, 0.008119, 0.008119, 0.008119
 22, 1.0143, 0.64927, 1.254, 0.95238, 0.91123, 0.96785, 0.78455, 0.7204, 0.36916, 1.0465, 0.00802, 0.00802, 0.00802
 23, 1.0106, 0.6427, 1.2398, 0.94891, 0.91583, 0.96795, 0.78553, 0.72013, 0.36647, 1.0444, 0.007921, 0.007921, 0.007921
 24, 1.0047, 0.63979, 1.2324, 0.95078, 0.91598, 0.96807, 0.78562, 0.72033, 0.36536, 1.0424, 0.007822, 0.007822, 0.007822
 25, 1.0045, 0.63135, 1.2362, 0.95017, 0.91706, 0.96799, 0.78619, 0.71878, 0.36511, 1.0404, 0.007723, 0.007723, 0.007723
 26, 0.99534, 0.62879, 1.2296, 0.94924, 0.91651, 0.96772, 0.78658, 0.71869, 0.36437, 1.0407, 0.007624, 0.007624, 0.007624
 27, 0.99523, 0.62615, 1.2357, 0.94868, 0.9156, 0.96759, 0.78662, 0.71884, 0.36462, 1.0419, 0.007525, 0.007525, 0.007525
 28, 0.98837, 0.61842, 1.2314, 0.95227, 0.91357, 0.96796, 0.78668, 0.71814, 0.36362, 1.0419, 0.007426, 0.007426, 0.007426
 29, 0.98695, 0.61574, 1.2297, 0.95417, 0.91223, 0.96828, 0.78674, 0.71831, 0.36282, 1.0427, 0.007327, 0.007327, 0.007327
 30, 0.9815, 0.61285, 1.2212, 0.95266, 0.9133, 0.96844, 0.78672, 0.7184, 0.36226, 1.042, 0.007228, 0.007228, 0.007228
 31, 0.97692, 0.60754, 1.2148, 0.95488, 0.91246, 0.96837, 0.78678, 0.71807, 0.36089, 1.0417, 0.007129, 0.007129, 0.007129
 32, 0.96834, 0.59845, 1.2055, 0.95498, 0.91138, 0.96879, 0.78702, 0.71836, 0.36021, 1.0416, 0.00703, 0.00703, 0.00703
 33, 0.96907, 0.59986, 1.2171, 0.95621, 0.9107, 0.96887, 0.78751, 0.71827, 0.36016, 1.0417, 0.006931, 0.006931, 0.006931
 34, 0.96476, 0.59459, 1.2145, 0.95477, 0.91182, 0.96888, 0.78787, 0.71821, 0.3602, 1.0416, 0.006832, 0.006832, 0.006832
 35, 0.95977, 0.59194, 1.2097, 0.95517, 0.91177, 0.96871, 0.788, 0.71772, 0.3598, 1.0416, 0.006733, 0.006733, 0.006733
 36, 0.9587, 0.58659, 1.2053, 0.95375, 0.9129, 0.96901, 0.78788, 0.71753, 0.35913, 1.0415, 0.006634, 0.006634, 0.006634
 37, 0.95192, 0.58269, 1.1983, 0.95288, 0.91353, 0.96909, 0.78821, 0.71768, 0.35903, 1.0412, 0.006535, 0.006535, 0.006535
 38, 0.95411, 0.58392, 1.2081, 0.95233, 0.9146, 0.96926, 0.78807, 0.71766, 0.35885, 1.0413, 0.006436, 0.006436, 0.006436
 39, 0.95067, 0.57772, 1.1999, 0.95229, 0.91544, 0.96921, 0.78857, 0.71753, 0.35885, 1.0413, 0.006337, 0.006337, 0.006337
 40, 0.94243, 0.57635, 1.1926, 0.95221, 0.91558, 0.96932, 0.78876, 0.7173, 0.35851, 1.0413, 0.006238, 0.006238, 0.006238
 41, 0.93716, 0.56835, 1.1928, 0.95188, 0.91643, 0.96918, 0.7885, 0.7171, 0.35824, 1.0415, 0.006139, 0.006139, 0.006139
 42, 0.93921, 0.56807, 1.1881, 0.95315, 0.91619, 0.9694, 0.78881, 0.71707, 0.35769, 1.0413, 0.00604, 0.00604, 0.00604
 43, 0.9357, 0.56572, 1.2006, 0.95321, 0.91588, 0.96958, 0.78938, 0.71663, 0.35677, 1.0415, 0.005941, 0.005941, 0.005941
 44, 0.93165, 0.56246, 1.1873, 0.9527, 0.91583, 0.96951, 0.78913, 0.71674, 0.35598, 1.0418, 0.005842, 0.005842, 0.005842
 45, 0.92449, 0.55704, 1.1979, 0.95296, 0.91697, 0.96958, 0.78955, 0.71679, 0.35553, 1.0426, 0.005743, 0.005743, 0.005743
 46, 0.92732, 0.55769, 1.185, 0.95275, 0.91726, 0.96963, 0.78975, 0.71669, 0.35521, 1.0425, 0.005644, 0.005644, 0.005644
 47, 0.92247, 0.55245, 1.1813, 0.95229, 0.91703, 0.9697, 0.78988, 0.71644, 0.35417, 1.0427, 0.005545, 0.005545, 0.005545
 48, 0.91823, 0.54791, 1.1733, 0.95255, 0.91758, 0.96984, 0.79024, 0.71618, 0.35334, 1.0423, 0.005446, 0.005446, 0.005446
 49, 0.91329, 0.54609, 1.1853, 0.95247, 0.9178, 0.96987, 0.79024, 0.71604, 0.35247, 1.0428, 0.005347, 0.005347, 0.005347
 50, 0.91084, 0.54166, 1.1804, 0.95368, 0.91713, 0.96985, 0.79035, 0.71608, 0.35207, 1.0431, 0.005248, 0.005248, 0.005248
 51, 0.90873, 0.53899, 1.1725, 0.95403, 0.91621, 0.96968, 0.79038, 0.71611, 0.35106, 1.0433, 0.005149, 0.005149, 0.005149
 52, 0.90757, 0.53597, 1.1659, 0.9549, 0.91624, 0.96999, 0.7904, 0.71662, 0.3503, 1.0435, 0.00505, 0.00505, 0.00505
 53, 0.89839, 0.53237, 1.1631, 0.95477, 0.9167, 0.96998, 0.79075, 0.71685, 0.34962, 1.0437, 0.004951, 0.004951, 0.004951
 54, 0.90021, 0.53097, 1.1598, 0.95404, 0.91725, 0.97008, 0.79119, 0.71694, 0.34937, 1.0438, 0.004852, 0.004852, 0.004852
 55, 0.89391, 0.52992, 1.1628, 0.95372, 0.91702, 0.97005, 0.79101, 0.71699, 0.34887, 1.0438, 0.004753, 0.004753, 0.004753
 56, 0.89173, 0.52417, 1.1683, 0.95301, 0.91795, 0.96996, 0.79135, 0.71693, 0.34873, 1.0441, 0.004654, 0.004654, 0.004654
 57, 0.88879, 0.51982, 1.1642, 0.95391, 0.91735, 0.96997, 0.79129, 0.71714, 0.34801, 1.0443, 0.004555, 0.004555, 0.004555
 58, 0.88118, 0.5172, 1.1655, 0.95366, 0.91734, 0.96992, 0.79185, 0.71736, 0.34704, 1.0448, 0.004456, 0.004456, 0.004456
 59, 0.88194, 0.51409, 1.1536, 0.95395, 0.91703, 0.96982, 0.79174, 0.71768, 0.34638, 1.0449, 0.004357, 0.004357, 0.004357
 60, 0.87693, 0.51159, 1.1521, 0.95535, 0.91529, 0.96998, 0.79198, 0.71776, 0.34579, 1.0448, 0.004258, 0.004258, 0.004258
 61, 0.87089, 0.50609, 1.1373, 0.95656, 0.91491, 0.96988, 0.79165, 0.71786, 0.34527, 1.0442, 0.004159, 0.004159, 0.004159
 62, 0.87337, 0.50592, 1.1382, 0.95608, 0.91541, 0.97001, 0.79192, 0.71764, 0.34463, 1.0434, 0.00406, 0.00406, 0.00406
 63, 0.86645, 0.50047, 1.1306, 0.9556, 0.91657, 0.96997, 0.79206, 0.71741, 0.34432, 1.0424, 0.003961, 0.003961, 0.003961
 64, 0.86395, 0.4978, 1.1466, 0.95628, 0.91575, 0.96967, 0.7919, 0.71747, 0.34409, 1.0427, 0.003862, 0.003862, 0.003862
 65, 0.85921, 0.49288, 1.1385, 0.95612, 0.91583, 0.96943, 0.79225, 0.7176, 0.34346, 1.0427, 0.003763, 0.003763, 0.003763
 66, 0.85284, 0.49306, 1.1362, 0.95584, 0.91651, 0.96944, 0.79244, 0.71755, 0.34308, 1.0424, 0.003664, 0.003664, 0.003664
 67, 0.85674, 0.49242, 1.1279, 0.95649, 0.91604, 0.96969, 0.79255, 0.71756, 0.3426, 1.0418, 0.003565, 0.003565, 0.003565
 68, 0.84926, 0.48811, 1.1284, 0.95622, 0.91674, 0.96969, 0.79267, 0.71735, 0.34195, 1.0413, 0.003466, 0.003466, 0.003466
 69, 0.84441, 0.48274, 1.1187, 0.95623, 0.91689, 0.96951, 0.79271, 0.71752, 0.34162, 1.0409, 0.003367, 0.003367, 0.003367
 70, 0.83938, 0.47764, 1.116, 0.95573, 0.91759, 0.96949, 0.79273, 0.71798, 0.34133, 1.0408, 0.003268, 0.003268, 0.003268
 71, 0.83647, 0.47255, 1.1109, 0.95506, 0.91835, 0.96972, 0.79361, 0.71802, 0.34068, 1.0398, 0.003169, 0.003169, 0.003169
 72, 0.83025, 0.47227, 1.1203, 0.9558, 0.91755, 0.96979, 0.79382, 0.7185, 0.34016, 1.0399, 0.00307, 0.00307, 0.00307
 73, 0.82773, 0.46865, 1.1218, 0.95586, 0.91774, 0.96974, 0.79363, 0.71845, 0.33969, 1.0399, 0.002971, 0.002971, 0.002971
 74, 0.82774, 0.46768, 1.11, 0.95563, 0.91797, 0.96966, 0.79377, 0.71892, 0.33926, 1.04, 0.002872, 0.002872, 0.002872
 75, 0.82077, 0.46307, 1.1139, 0.95449, 0.91835, 0.96968, 0.79399, 0.71895, 0.33942, 1.0397, 0.002773, 0.002773, 0.002773
 76, 0.81408, 0.45535, 1.1044, 0.95406, 0.91911, 0.96976, 0.79412, 0.71914, 0.33899, 1.0398, 0.002674, 0.002674, 0.002674
 77, 0.81125, 0.45494, 1.0917, 0.95362, 0.91957, 0.96956, 0.79399, 0.71936, 0.33869, 1.0394, 0.002575, 0.002575, 0.002575
 78, 0.80946, 0.45291, 1.0917, 0.954, 0.9198, 0.96948, 0.79427, 0.71957, 0.3383, 1.0392, 0.002476, 0.002476, 0.002476
 79, 0.80227, 0.44677, 1.0936, 0.95549, 0.91911, 0.96943, 0.79379, 0.7193, 0.33817, 1.0382, 0.002377, 0.002377, 0.002377
 80, 0.79778, 0.44459, 1.0898, 0.95598, 0.91789, 0.96926, 0.794, 0.71956, 0.33845, 1.038, 0.002278, 0.002278, 0.002278
 81, 0.79601, 0.43921, 1.0865, 0.95618, 0.91728, 0.9692, 0.79421, 0.71962, 0.3385, 1.0375, 0.002179, 0.002179, 0.002179
 82, 0.79047, 0.43836, 1.0816, 0.95648, 0.91734, 0.96918, 0.79405, 0.72017, 0.33846, 1.0377, 0.00208, 0.00208, 0.00208
 83, 0.78112, 0.43344, 1.0847, 0.95693, 0.91674, 0.96947, 0.79434, 0.72037, 0.33866, 1.0376, 0.001981, 0.001981, 0.001981
 84, 0.78088, 0.43188, 1.09, 0.95544, 0.91805, 0.96932, 0.79435, 0.72073, 0.33832, 1.0379, 0.001882, 0.001882, 0.001882
 85, 0.77613, 0.42914, 1.0938, 0.9539, 0.91995, 0.96923, 0.79425, 0.72081, 0.33847, 1.0381, 0.001783, 0.001783, 0.001783
 86, 0.76868, 0.42059, 1.0849, 0.95476, 0.91911, 0.96926, 0.79472, 0.72066, 0.33856, 1.0383, 0.001684, 0.001684, 0.001684
 87, 0.76475, 0.41846, 1.0794, 0.95418, 0.91896, 0.96925, 0.7943, 0.72106, 0.33881, 1.0387, 0.001585, 0.001585, 0.001585
 88, 0.75714, 0.41413, 1.0727, 0.95479, 0.91774, 0.96909, 0.79463, 0.72133, 0.33915, 1.0392, 0.001486, 0.001486, 0.001486
 89, 0.7551, 0.41172, 1.0793, 0.95359, 0.91901, 0.96895, 0.79484, 0.72165, 0.3392, 1.0398, 0.001387, 0.001387, 0.001387
 90, 0.75191, 0.40832, 1.0712, 0.95315, 0.91911, 0.96856, 0.79482, 0.72174, 0.33935, 1.0401, 0.001288, 0.001288, 0.001288
 91, 0.74589, 0.3333, 1.0782, 0.95459, 0.91769, 0.96856, 0.79503, 0.72164, 0.33976, 1.0403, 0.001189, 0.001189, 0.001189
 92, 0.73631, 0.32817, 1.0729, 0.9546, 0.91873, 0.96878, 0.79502, 0.72183, 0.34005, 1.0409, 0.00109, 0.00109, 0.00109
 93, 0.7247, 0.32167, 1.0653, 0.95431, 0.91817, 0.96845, 0.79497, 0.72205, 0.33999, 1.0416, 0.000991, 0.000991, 0.000991
 94, 0.71498, 0.31666, 1.0629, 0.95477, 0.91824, 0.96831, 0.795, 0.72196, 0.34055, 1.0421, 0.000892, 0.000892, 0.000892
 95, 0.70719, 0.31196, 1.0581, 0.9535, 0.91888, 0.96817, 0.79495, 0.72209, 0.34058, 1.0429, 0.000793, 0.000793, 0.000793
 96, 0.70109, 0.3097, 1.0576, 0.9541, 0.91865, 0.96814, 0.79503, 0.72218, 0.34083, 1.0438, 0.000694, 0.000694, 0.000694
 97, 0.69612, 0.30595, 1.0487, 0.9545, 0.91897, 0.96779, 0.79478, 0.72263, 0.34099, 1.0449, 0.000595, 0.000595, 0.000595
 98, 0.68835, 0.30159, 1.041, 0.95418, 0.91866, 0.96747, 0.79513, 0.72305, 0.34125, 1.0459, 0.000496, 0.000496, 0.000496
 99, 0.68167, 0.29823, 1.037, 0.95403, 0.91896, 0.96734, 0.79504, 0.72337, 0.34185, 1.0468, 0.000397, 0.000397, 0.000397
 100, 0.67557, 0.29505, 1.0365, 0.95277, 0.9198, 0.96705, 0.79508, 0.72357, 0.34235, 1.0476, 0.000298, 0.000298, 0.000298