| epoch, train/box_loss, train/seg_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), metrics/precision(M), metrics/recall(M), metrics/mAP50(M), metrics/mAP50-95(M), val/box_loss, val/seg_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2 | |
| 1, 1.1662, 4.0717, 2.7859, 1.4613, 0.00325, 0.975, 0.61537, 0.39748, 0.00325, 0.975, 0.52803, 0.30489, 1.3798, 0.45842, 7.4438, 1.147, 0.00016, 0.00016, 0.00016 | |
| 2, 1.0243, 3.2301, 2.1159, 1.3615, 0.00333, 1, 0.45196, 0.20799, 0.003, 0.9, 0.3789, 0.17647, 1.7721, 0.4636, 7.6256, 1.4789, 0.00033933, 0.00033933, 0.00033933 | |
| 3, 0.93923, 2.8332, 1.9473, 1.3115, 0.31735, 0.9, 0.66082, 0.37607, 0.26445, 0.75, 0.52726, 0.21002, 1.2136, 0.55821, 7.0869, 1.1807, 0.00051794, 0.00051794, 0.00051794 | |
| 4, 1.0553, 2.7986, 1.9796, 1.3912, 0.27219, 0.8, 0.50356, 0.31651, 0.23817, 0.7, 0.45223, 0.21934, 1.093, 0.79843, 7.2196, 1.1949, 0.00069584, 0.00069584, 0.00069584 | |
| 5, 1.1279, 2.7996, 1.9102, 1.468, 0.52564, 0.52639, 0.43135, 0.2023, 0.49791, 0.44634, 0.33038, 0.10969, 1.5703, 0.98797, 7.5139, 1.6615, 0.00087303, 0.00087303, 0.00087303 | |
| 6, 1.0879, 2.6398, 1.7424, 1.3515, 0.43895, 0.6, 0.42175, 0.17434, 0.45562, 0.66962, 0.4681, 0.17649, 1.8165, 0.66571, 7.459, 2.1923, 0.0010495, 0.0010495, 0.0010495 | |
| 7, 1.0035, 2.712, 1.5933, 1.317, 0.4757, 0.375, 0.33833, 0.14947, 0.35703, 0.475, 0.37355, 0.14123, 1.8067, 0.40296, 7.6082, 1.8605, 0.0012253, 0.0012253, 0.0012253 | |
| 8, 1.1854, 2.7471, 1.7475, 1.4545, 0.26469, 0.15, 0.07928, 0.03125, 0.25203, 0.225, 0.0988, 0.02708, 2.1696, 0.49412, 9.2252, 2.7818, 0.0014003, 0.0014003, 0.0014003 | |
| 9, 1.1425, 2.8805, 1.7349, 1.3964, 0.50305, 0.15, 0.12361, 0.0513, 0.18235, 0.1, 0.02479, 0.00888, 1.8675, 0.91522, 14.123, 2.7239, 0.0015747, 0.0015747, 0.0015747 | |
| 10, 1.1976, 2.8792, 1.6905, 1.4321, 0.14449, 0.15, 0.09796, 0.04983, 0.14449, 0.15, 0.0826, 0.04123, 1.6967, 0.53582, 40.43, 2.5434, 0.0017483, 0.0017483, 0.0017483 | |
| 11, 1.2534, 2.7573, 1.7331, 1.5133, 0.03299, 0.125, 0.0142, 0.00426, 0.01909, 0.05, 0.00389, 0.00081, 2.3556, 1.0646, 85.186, 3.2595, 0.0019212, 0.0019212, 0.0019212 | |
| 12, 1.3797, 2.9218, 1.9178, 1.6077, 0.152, 0.1, 0.05283, 0.016, 0.36835, 0.1, 0.08887, 0.01935, 2.9926, 0.66535, 20.774, 3.4522, 0.0019564, 0.0019564, 0.0019564 | |
| 13, 1.3414, 3.0163, 1.8366, 1.5901, 0.28285, 0.1, 0.07195, 0.04305, 0.40205, 0.075, 0.0663, 0.03835, 2.6373, 0.60235, 16.841, 2.6021, 0.0019564, 0.0019564, 0.0019564 | |
| 14, 1.2762, 2.7774, 1.7689, 1.5432, 0.1531, 0.125, 0.05379, 0.02729, 0.10763, 0.125, 0.04377, 0.01442, 2.6957, 0.52102, 14.17, 2.4993, 0.0019525, 0.0019525, 0.0019525 | |
| 15, 1.1966, 2.7253, 1.5578, 1.4537, 0.04456, 0.15, 0.01174, 0.00465, 0.02603, 0.05, 0.00418, 0.00112, 2.2808, 0.55698, 16.524, 2.2457, 0.0019485, 0.0019485, 0.0019485 | |
| 16, 1.2914, 2.9958, 1.6697, 1.5544, 0.0885, 0.075, 0.02021, 0.00779, 0.26846, 0.1, 0.0656, 0.01804, 2.3648, 0.62991, 23.203, 2.668, 0.0019446, 0.0019446, 0.0019446 | |
| 17, 1.186, 2.9895, 1.5435, 1.4958, 0.45416, 0.125, 0.08981, 0.04439, 0.45416, 0.125, 0.08981, 0.05106, 1.8657, 0.39169, 5.4031, 1.7802, 0.0019406, 0.0019406, 0.0019406 | |
| 18, 1.2294, 2.8315, 1.6372, 1.5124, 0.15015, 0.05, 0.0148, 0.00865, 0.32177, 0.075, 0.03871, 0.01767, 1.489, 0.4617, 4.0559, 1.4849, 0.0019366, 0.0019366, 0.0019366 | |
| 19, 1.2135, 2.7921, 1.5421, 1.4522, 0.11574, 0.05, 0.00985, 0.0039, 0.08164, 0.025, 0.00489, 0.00269, 1.806, 0.95485, 5.9398, 1.9186, 0.0019327, 0.0019327, 0.0019327 | |
| 20, 1.1916, 2.919, 1.5168, 1.4761, 0.23066, 0.025, 0.01097, 0.00782, 0.35618, 0.075, 0.03614, 0.02097, 1.858, 0.54078, 4.5824, 1.5812, 0.0019287, 0.0019287, 0.0019287 | |
| 21, 1.1833, 2.8285, 1.3771, 1.4324, 0.20992, 0.05, 0.01992, 0.01206, 0.31531, 0.075, 0.03345, 0.01892, 1.8742, 0.68026, 5.0014, 1.6488, 0.0019248, 0.0019248, 0.0019248 | |
| 22, 1.2934, 2.6335, 1.4568, 1.5141, 0.3061, 0.025, 0.01405, 0.00624, 0.54818, 0.05, 0.03297, 0.00925, 1.6047, 0.52538, 5.2893, 1.514, 0.0019208, 0.0019208, 0.0019208 | |
| 23, 1.3121, 2.7299, 1.4339, 1.4753, 0.27218, 0.075, 0.03099, 0.01511, 0.27218, 0.075, 0.03099, 0.01889, 1.815, 0.4921, 5.1761, 1.6884, 0.0019168, 0.0019168, 0.0019168 | |
| 24, 1.2483, 2.7699, 1.4585, 1.5024, 0.41134, 0.075, 0.05947, 0.03074, 0.41134, 0.075, 0.05947, 0.03405, 1.408, 0.30521, 4.6732, 1.3718, 0.0019129, 0.0019129, 0.0019129 | |
| 25, 1.208, 3.0028, 1.4029, 1.4461, 0.6432, 0.1, 0.09652, 0.05232, 0.6432, 0.1, 0.09652, 0.06493, 1.48, 0.37012, 4.1731, 1.5452, 0.0019089, 0.0019089, 0.0019089 | |
| 26, 1.1526, 2.6589, 1.321, 1.4027, 0.94137, 0.075, 0.07658, 0.03194, 0.62758, 0.05, 0.03943, 0.02394, 2.0787, 0.75735, 4.0591, 1.7337, 0.001905, 0.001905, 0.001905 | |
| 27, 1.1032, 2.7637, 1.2994, 1.3892, 0.73333, 0.075, 0.06905, 0.03895, 0.48889, 0.05, 0.02358, 0.01643, 1.8356, 0.68878, 3.9064, 1.5587, 0.001901, 0.001901, 0.001901 | |
| 28, 1.1383, nan, 1.4064, 1.4079, 0.61798, 0.075, 0.06906, 0.04615, 0.61798, 0.075, 0.06906, 0.04704, 1.4859, 0.46928, 3.6159, 1.3612, 0.001897, 0.001897, 0.001897 | |
| 29, 1.0878, 2.4661, 1.2801, 1.3947, 0.58461, 0.075, 0.06468, 0.04694, 0.58461, 0.075, 0.06468, 0.04559, 1.3929, 0.37858, 3.7358, 1.3188, 0.0018931, 0.0018931, 0.0018931 | |
| 30, 1.032, 2.6191, 1.2276, 1.3344, 0.31291, 0.075, 0.04474, 0.03055, 0.31291, 0.075, 0.04474, 0.0295, 1.1148, 0.35878, 3.0864, 1.1018, 0.0018891, 0.0018891, 0.0018891 | |
| 31, 1.1165, 2.7127, 1.2967, 1.4181, 0.3349, 0.075, 0.0623, 0.0413, 0.3349, 0.075, 0.0623, 0.03906, 1.2508, 0.3723, 3.0493, 1.1947, 0.0018852, 0.0018852, 0.0018852 | |
| 32, 1.2474, 2.9459, 1.4398, 1.4805, 0.29946, 0.05, 0.04004, 0.02859, 0.13291, 0.075, 0.0352, 0.0158, 1.8357, 0.6349, 4.8177, 1.5492, 0.0018812, 0.0018812, 0.0018812 | |
| 33, 1.1628, 2.6654, 1.2963, 1.3777, 0.92304, 0.075, 0.07694, 0.04275, 0.54385, 0.075, 0.06494, 0.03084, 1.762, 0.43897, 3.5217, 1.4968, 0.0018772, 0.0018772, 0.0018772 | |
| 34, 1.0856, nan, 1.179, 1.3452, 0.97435, 0.075, 0.07795, 0.05842, 0.5166, 0.075, 0.07045, 0.04109, 1.3985, 0.37915, 2.9717, 1.2787, 0.0018733, 0.0018733, 0.0018733 | |
| 35, 1.0432, 2.543, 1.1725, 1.3487, 0.59662, 0.075, 0.06732, 0.03885, 0.59662, 0.075, 0.06732, 0.05385, 1.1967, 0.34829, 2.7431, 1.158, 0.0018693, 0.0018693, 0.0018693 | |
| 36, 1.1209, 2.6743, 1.1963, 1.4057, 0.92129, 0.075, 0.07795, 0.05614, 0.92129, 0.075, 0.07795, 0.06113, 1.3794, 0.32272, 3.1765, 1.2311, 0.0018654, 0.0018654, 0.0018654 | |
| 37, 1.1792, 2.773, 1.2358, 1.4385, 0.65319, 0.075, 0.07727, 0.05667, 0.65319, 0.075, 0.07727, 0.04691, 1.0938, 0.40133, 2.8757, 1.0464, 0.0018614, 0.0018614, 0.0018614 | |
| 38, 1.1144, 2.5392, 1.2439, 1.3778, 0.89261, 0.075, 0.08048, 0.0359, 1, 0.09887, 0.09772, 0.05756, 1.3123, 0.51814, 2.7278, 1.2439, 0.0018574, 0.0018574, 0.0018574 | |
| 39, 1.0748, 2.638, 1.1514, 1.3243, 0.33516, 0.1, 0.0696, 0.04495, 0.33516, 0.1, 0.0696, 0.0387, 1.3608, 0.47986, 2.8797, 1.3225, 0.0018535, 0.0018535, 0.0018535 | |
| 40, 1.1923, 2.577, 1.2142, 1.4161, 0.94597, 0.05, 0.04796, 0.03422, 0.94597, 0.05, 0.04796, 0.03977, 1.3121, 0.43187, 3.1055, 1.3216, 0.0018495, 0.0018495, 0.0018495 | |
| 41, 0.98758, 2.6298, 1.0971, 1.3393, 0.95506, 0.1, 0.09796, 0.07913, 0.95506, 0.1, 0.09796, 0.08202, 1.2863, 0.36145, 2.8506, 1.1363, 0.0018456, 0.0018456, 0.0018456 | |
| 42, 1.0416, 2.6621, 1.0963, 1.3383, 0.7384, 0.1, 0.10852, 0.07991, 0.7384, 0.1, 0.10852, 0.06461, 1.3028, 0.38532, 2.7488, 1.1446, 0.0018416, 0.0018416, 0.0018416 | |
| 43, 1.049, 2.5747, 1.0978, 1.3345, 0.30939, 0.05, 0.05753, 0.04639, 0.30939, 0.05, 0.05753, 0.04181, 1.4186, 0.34614, 2.8704, 1.2858, 0.0018376, 0.0018376, 0.0018376 | |
| 44, 1.0839, 2.6919, 1.174, 1.3433, 0.93675, 0.075, 0.07722, 0.05378, 0.93675, 0.075, 0.07722, 0.05114, 1.5755, 0.40137, 3.9456, 1.334, 0.0018337, 0.0018337, 0.0018337 | |
| 45, 1.0817, 2.6862, 1.1089, 1.3448, 0.68361, 0.1, 0.09476, 0.06895, 0.68361, 0.1, 0.09476, 0.05733, 1.4709, 0.46879, 3.0863, 1.2415, 0.0018297, 0.0018297, 0.0018297 | |
| 46, 1.06, 2.6256, 1.0619, 1.348, 0.49442, 0.025, 0.03065, 0.01855, 0.45532, 0.025, 0.01815, 0.007, 1.63, 0.51299, 3.1813, 1.3203, 0.0018258, 0.0018258, 0.0018258 | |
| 47, 0.99211, 2.4384, 1.0507, 1.2723, 0.93742, 0.05, 0.048, 0.03145, 0.93742, 0.05, 0.048, 0.0245, 1.2507, 0.56113, 3.3415, 1.1964, 0.0018218, 0.0018218, 0.0018218 | |
| 48, 1.0127, 2.4909, 1.0094, 1.3078, 0.97756, 0.075, 0.07822, 0.0658, 0.97756, 0.075, 0.07822, 0.05798, 1.1116, 0.41115, 2.7671, 1.044, 0.0018178, 0.0018178, 0.0018178 | |
| 49, 0.97215, 2.5037, 1.0153, 1.2915, 0.71622, 0.075, 0.06674, 0.05497, 0.71622, 0.075, 0.06674, 0.05604, 1.2208, 0.37721, 2.782, 1.0887, 0.0018139, 0.0018139, 0.0018139 | |
| 50, 0.94052, 2.4396, 1.0178, 1.2777, 0.32628, 0.15, 0.0971, 0.05377, 0.32628, 0.15, 0.1171, 0.06077, 1.3764, 0.36937, 2.6864, 1.184, 0.0018099, 0.0018099, 0.0018099 | |
| 51, 0.95498, nan, 1.0267, 1.2628, 0.75827, 0.1, 0.08381, 0.04708, 0.75827, 0.1, 0.08381, 0.04696, 1.4607, 0.37154, 2.5438, 1.3383, 0.001806, 0.001806, 0.001806 | |