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, 0.081929, 0.030199, 0.034325, 0.23557, 0.25301, 0.15589, 0.052623, 0.06464, 0.016097, 0.020216, 0.070038, 0.0033292, 0.0033292 1, 0.063201, 0.026863, 0.019244, 0.41963, 0.38972, 0.35253, 0.13848, 0.053743, 0.015337, 0.014161, 0.039906, 0.0065306, 0.0065306 2, 0.06008, 0.026262, 0.017402, 0.34509, 0.34432, 0.26228, 0.094284, 0.056507, 0.016091, 0.015444, 0.0096418, 0.0096, 0.0096 3, 0.058671, 0.026167, 0.016837, 0.41125, 0.38011, 0.32742, 0.12649, 0.053563, 0.015297, 0.013104, 0.009406, 0.009406, 0.009406 4, 0.056572, 0.026232, 0.015456, 0.47266, 0.41738, 0.39562, 0.15644, 0.051341, 0.014863, 0.011402, 0.009406, 0.009406, 0.009406 5, 0.055126, 0.025779, 0.01485, 0.4906, 0.4484, 0.43271, 0.17577, 0.049852, 0.014671, 0.010774, 0.009208, 0.009208, 0.009208 6, 0.054073, 0.025373, 0.014218, 0.47446, 0.45247, 0.42862, 0.17316, 0.049243, 0.014527, 0.010734, 0.00901, 0.00901, 0.00901 7, 0.053204, 0.025286, 0.013455, 0.52115, 0.46906, 0.46316, 0.19107, 0.048423, 0.014394, 0.009855, 0.008812, 0.008812, 0.008812 8, 0.052254, 0.025142, 0.01329, 0.5111, 0.48034, 0.474, 0.19888, 0.047933, 0.014429, 0.010008, 0.008614, 0.008614, 0.008614 9, 0.051816, 0.02531, 0.012637, 0.49917, 0.46317, 0.44921, 0.19073, 0.048416, 0.01454, 0.0098803, 0.008416, 0.008416, 0.008416 10, 0.051555, 0.024944, 0.012495, 0.52071, 0.49164, 0.48018, 0.20441, 0.047029, 0.014384, 0.0096197, 0.008218, 0.008218, 0.008218 11, 0.051362, 0.024836, 0.012287, 0.53186, 0.47782, 0.48376, 0.20489, 0.04734, 0.014305, 0.0091642, 0.00802, 0.00802, 0.00802 12, 0.050575, 0.024416, 0.012156, 0.52457, 0.47943, 0.48648, 0.2105, 0.046547, 0.014239, 0.0093747, 0.007822, 0.007822, 0.007822 13, 0.050411, 0.02454, 0.011818, 0.53478, 0.50566, 0.51063, 0.22203, 0.045664, 0.014247, 0.0089962, 0.007624, 0.007624, 0.007624 14, 0.050189, 0.024384, 0.011484, 0.53946, 0.51621, 0.5073, 0.21918, 0.046026, 0.014132, 0.0092268, 0.007426, 0.007426, 0.007426 15, 0.049802, 0.024098, 0.011429, 0.5252, 0.49601, 0.49415, 0.21495, 0.045814, 0.014065, 0.0091263, 0.007228, 0.007228, 0.007228 16, 0.049564, 0.024309, 0.011188, 0.54538, 0.51442, 0.5131, 0.22311, 0.045558, 0.013974, 0.009028, 0.00703, 0.00703, 0.00703 17, 0.048939, 0.024074, 0.010955, 0.55274, 0.52042, 0.52912, 0.23294, 0.045155, 0.013825, 0.0088629, 0.006832, 0.006832, 0.006832 18, 0.048809, 0.024112, 0.010761, 0.5558, 0.52589, 0.53245, 0.23871, 0.044901, 0.013884, 0.0086228, 0.006634, 0.006634, 0.006634 19, 0.048395, 0.023955, 0.010549, 0.56657, 0.53452, 0.54207, 0.24029, 0.044836, 0.013861, 0.0086175, 0.006436, 0.006436, 0.006436 20, 0.048626, 0.024243, 0.01054, 0.55918, 0.52771, 0.53266, 0.23704, 0.044738, 0.013813, 0.0084742, 0.006238, 0.006238, 0.006238 21, 0.048165, 0.024099, 0.010325, 0.56262, 0.54233, 0.54673, 0.24297, 0.044309, 0.013764, 0.0083437, 0.00604, 0.00604, 0.00604 22, 0.04768, 0.024152, 0.010158, 0.57334, 0.53328, 0.54704, 0.24795, 0.044227, 0.013814, 0.0085614, 0.005842, 0.005842, 0.005842 23, 0.04754, 0.023823, 0.0099421, 0.56852, 0.53682, 0.5515, 0.24942, 0.043945, 0.01374, 0.0084539, 0.005644, 0.005644, 0.005644 24, 0.047482, 0.023726, 0.0098192, 0.58143, 0.53687, 0.5534, 0.2516, 0.043817, 0.013742, 0.0082174, 0.005446, 0.005446, 0.005446 25, 0.047071, 0.023566, 0.0094255, 0.57108, 0.54595, 0.56114, 0.25336, 0.043934, 0.01364, 0.008124, 0.005248, 0.005248, 0.005248 26, 0.046821, 0.023622, 0.0095722, 0.58126, 0.55128, 0.56163, 0.2541, 0.043559, 0.013631, 0.0082057, 0.00505, 0.00505, 0.00505 27, 0.046638, 0.023739, 0.0093701, 0.58037, 0.55191, 0.56522, 0.25553, 0.043435, 0.013619, 0.007951, 0.004852, 0.004852, 0.004852 28, 0.046433, 0.023473, 0.0092195, 0.57984, 0.54594, 0.56178, 0.25423, 0.043608, 0.013638, 0.0082818, 0.004654, 0.004654, 0.004654 29, 0.046165, 0.023582, 0.0090491, 0.58036, 0.54781, 0.56488, 0.25754, 0.043357, 0.013595, 0.0083085, 0.004456, 0.004456, 0.004456 30, 0.045794, 0.023365, 0.0086819, 0.58438, 0.55487, 0.56829, 0.2584, 0.043337, 0.01357, 0.0083675, 0.004258, 0.004258, 0.004258 31, 0.045534, 0.022969, 0.0087215, 0.58262, 0.55853, 0.57036, 0.26424, 0.042952, 0.013536, 0.008026, 0.00406, 0.00406, 0.00406 32, 0.045558, 0.023153, 0.0085801, 0.59075, 0.56027, 0.57327, 0.26154, 0.042929, 0.013563, 0.0080763, 0.003862, 0.003862, 0.003862 33, 0.04547, 0.023278, 0.0086027, 0.58482, 0.56129, 0.57699, 0.26475, 0.043084, 0.013495, 0.0082856, 0.003664, 0.003664, 0.003664 34, 0.044981, 0.023278, 0.0085176, 0.5858, 0.56567, 0.57498, 0.26471, 0.043005, 0.013494, 0.008578, 0.003466, 0.003466, 0.003466 35, 0.044876, 0.02303, 0.0082705, 0.58385, 0.56717, 0.57894, 0.26943, 0.042747, 0.013459, 0.0081098, 0.003268, 0.003268, 0.003268 36, 0.04452, 0.022802, 0.0080832, 0.59297, 0.56681, 0.57912, 0.26969, 0.042717, 0.013476, 0.0080683, 0.00307, 0.00307, 0.00307 37, 0.044214, 0.022847, 0.0077541, 0.60153, 0.5674, 0.5897, 0.27317, 0.04265, 0.013384, 0.0082078, 0.002872, 0.002872, 0.002872 38, 0.044171, 0.022474, 0.007693, 0.60898, 0.57061, 0.58527, 0.27001, 0.042631, 0.013418, 0.0083821, 0.002674, 0.002674, 0.002674 39, 0.043793, 0.022717, 0.0074235, 0.60354, 0.57086, 0.58678, 0.27169, 0.042755, 0.013397, 0.008532, 0.002476, 0.002476, 0.002476 40, 0.043454, 0.022257, 0.0072667, 0.59002, 0.56793, 0.58231, 0.27, 0.042615, 0.013433, 0.0084598, 0.002278, 0.002278, 0.002278 41, 0.0434, 0.022582, 0.007323, 0.58905, 0.5763, 0.58678, 0.27226, 0.042597, 0.013409, 0.0086049, 0.00208, 0.00208, 0.00208 42, 0.042926, 0.022436, 0.007068, 0.59286, 0.58367, 0.58549, 0.27158, 0.042532, 0.013397, 0.0087452, 0.001882, 0.001882, 0.001882 43, 0.042666, 0.022564, 0.0069856, 0.58875, 0.58298, 0.5844, 0.26989, 0.042625, 0.013434, 0.0086821, 0.001684, 0.001684, 0.001684 44, 0.042521, 0.022095, 0.006864, 0.59461, 0.58507, 0.58735, 0.27225, 0.042603, 0.013395, 0.0086971, 0.001486, 0.001486, 0.001486 45, 0.042297, 0.022143, 0.006701, 0.59401, 0.58473, 0.58732, 0.2736, 0.042618, 0.013409, 0.0087509, 0.001288, 0.001288, 0.001288 46, 0.041942, 0.022078, 0.0064841, 0.59005, 0.58434, 0.58783, 0.27281, 0.042716, 0.013389, 0.0089312, 0.00109, 0.00109, 0.00109 47, 0.041921, 0.021852, 0.0060998, 0.5901, 0.58114, 0.58734, 0.27324, 0.04265, 0.0134, 0.0089866, 0.000892, 0.000892, 0.000892 48, 0.041541, 0.021883, 0.0061409, 0.60509, 0.57455, 0.58904, 0.27304, 0.042677, 0.013421, 0.0089937, 0.000694, 0.000694, 0.000694 49, 0.041078, 0.021542, 0.0059275, 0.61383, 0.57372, 0.58928, 0.2729, 0.042692, 0.013421, 0.0090512, 0.000496, 0.000496, 0.000496