epoch, train/box_om, train/cls_om, train/dfl_om, train/box_oo, train/cls_oo, train/dfl_oo, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), val/box_om, val/cls_om, val/dfl_om, val/box_oo, val/cls_oo, val/dfl_oo, lr/pg0, lr/pg1, lr/pg2 1, 3.5084, 5.4507, 4.0463, 3.2771, 7.0105, 3.8898, 0.00094, 0.01217, 0.00074, 0.00021, 3.0332, 5.0421, 3.4965, 2.7769, 6.3206, 3.0583, 0.0033261, 0.0033261, 0.0033261 2, 2.3468, 4.1409, 2.648, 2.2058, 5.1147, 2.2578, 0.56363, 0.01189, 0.01066, 0.00496, 2.0828, 3.8048, 2.3549, 1.9911, 4.7641, 2.0034, 0.0066463, 0.0066463, 0.0066463 3, 1.8523, 3.3093, 2.0732, 1.8477, 4.01, 1.7959, 0.21829, 0.08132, 0.03789, 0.01999, 1.8352, 3.3218, 2.0012, 1.8526, 3.9487, 1.776, 0.0099532, 0.0099532, 0.0099532 4, 1.6435, 2.7803, 1.8424, 1.7438, 3.2575, 1.669, 0.28265, 0.1498, 0.10598, 0.06229, 1.6215, 2.5932, 1.8057, 1.7112, 2.9958, 1.6633, 0.0099406, 0.0099406, 0.0099406 5, 1.5375, 2.4353, 1.7177, 1.6926, 2.8642, 1.5962, 0.32738, 0.20498, 0.17506, 0.10771, 1.5206, 2.2439, 1.7004, 1.6462, 2.6321, 1.5918, 0.0099406, 0.0099406, 0.0099406 6, 1.4731, 2.2366, 1.653, 1.654, 2.6541, 1.5577, 0.37433, 0.23834, 0.2174, 0.1362, 1.4533, 2.0749, 1.6219, 1.599, 2.4691, 1.5389, 0.0099208, 0.0099208, 0.0099208 7, 1.4379, 2.1066, 1.6123, 1.6302, 2.5253, 1.5295, 0.41702, 0.26352, 0.25536, 0.16355, 1.4159, 1.9457, 1.5736, 1.5665, 2.3213, 1.5033, 0.009901, 0.009901, 0.009901 8, 1.4009, 2.0052, 1.5708, 1.606, 2.411, 1.5028, 0.43867, 0.3022, 0.29273, 0.18685, 1.3731, 1.808, 1.5384, 1.5392, 2.1833, 1.4796, 0.0098812, 0.0098812, 0.0098812 9, 1.3757, 1.931, 1.5442, 1.5871, 2.3379, 1.484, 0.47667, 0.30586, 0.31391, 0.20366, 1.3358, 1.7526, 1.4961, 1.5121, 2.1251, 1.449, 0.0098614, 0.0098614, 0.0098614 10, 1.3573, 1.8761, 1.5204, 1.5739, 2.2802, 1.4649, 0.4713, 0.32221, 0.33101, 0.21646, 1.3186, 1.6901, 1.4755, 1.5031, 2.0579, 1.4306, 0.0098416, 0.0098416, 0.0098416 11, 1.3413, 1.8281, 1.5, 1.5647, 2.2324, 1.4514, 0.48998, 0.34545, 0.35182, 0.23144, 1.2925, 1.6211, 1.4415, 1.4821, 2.0012, 1.4047, 0.0098218, 0.0098218, 0.0098218 12, 1.322, 1.7932, 1.4832, 1.5484, 2.1973, 1.4388, 0.50657, 0.35604, 0.3653, 0.24278, 1.2756, 1.583, 1.4304, 1.4697, 1.9503, 1.4038, 0.009802, 0.009802, 0.009802 13, 1.3114, 1.763, 1.4657, 1.5437, 2.163, 1.425, 0.47993, 0.3703, 0.38106, 0.25428, 1.2543, 1.54, 1.4033, 1.4505, 1.901, 1.3781, 0.0097822, 0.0097822, 0.0097822 14, 1.2977, 1.7226, 1.4511, 1.5271, 2.1219, 1.4127, 0.51108, 0.38057, 0.3945, 0.26598, 1.2336, 1.4946, 1.3827, 1.4338, 1.8602, 1.3594, 0.0097624, 0.0097624, 0.0097624 15, 1.2931, 1.7084, 1.4405, 1.5245, 2.1084, 1.4057, 0.51791, 0.39031, 0.40595, 0.27348, 1.2272, 1.4702, 1.3702, 1.4225, 1.8325, 1.3452, 0.0097426, 0.0097426, 0.0097426 16, 1.2881, 1.6941, 1.4304, 1.524, 2.0941, 1.3971, 0.53265, 0.39614, 0.4176, 0.28289, 1.2166, 1.4392, 1.355, 1.4132, 1.8078, 1.3366, 0.0097228, 0.0097228, 0.0097228 17, 1.2805, 1.672, 1.4205, 1.5154, 2.0706, 1.3892, 0.55164, 0.39967, 0.42563, 0.29087, 1.199, 1.415, 1.3391, 1.4008, 1.773, 1.3232, 0.009703, 0.009703, 0.009703 18, 1.2656, 1.6501, 1.4071, 1.4972, 2.0482, 1.3772, 0.54181, 0.41652, 0.4346, 0.29726, 1.1875, 1.3906, 1.3263, 1.3903, 1.7528, 1.3116, 0.0096832, 0.0096832, 0.0096832 19, 1.2649, 1.6354, 1.3999, 1.5008, 2.0345, 1.3719, 0.55907, 0.41429, 0.44109, 0.3036, 1.1792, 1.3726, 1.3154, 1.3845, 1.7304, 1.3053, 0.0096634, 0.0096634, 0.0096634 20, 1.255, 1.6226, 1.392, 1.4883, 2.0198, 1.3656, 0.55228, 0.42755, 0.45021, 0.31046, 1.1701, 1.3526, 1.3054, 1.3788, 1.7036, 1.2973, 0.0096436, 0.0096436, 0.0096436 21, 1.2474, 1.6217, 1.3844, 1.4819, 2.0196, 1.3589, 0.56469, 0.43379, 0.45703, 0.31581, 1.1644, 1.3418, 1.2971, 1.3655, 1.7003, 1.2858, 0.0096238, 0.0096238, 0.0096238 22, 1.2464, 1.6, 1.3784, 1.4777, 1.9964, 1.3543, 0.58134, 0.42735, 0.46194, 0.32032, 1.156, 1.3276, 1.2869, 1.359, 1.6824, 1.2791, 0.009604, 0.009604, 0.009604 23, 1.2419, 1.5896, 1.3728, 1.4766, 1.9886, 1.3488, 0.57594, 0.43796, 0.46625, 0.32464, 1.149, 1.3146, 1.2785, 1.3547, 1.6709, 1.2725, 0.0095842, 0.0095842, 0.0095842 24, 1.2395, 1.5721, 1.3665, 1.4765, 1.9687, 1.3429, 0.60312, 0.42532, 0.46837, 0.32651, 1.1451, 1.3044, 1.2744, 1.3505, 1.6554, 1.2683, 0.0095644, 0.0095644, 0.0095644 25, 1.2347, 1.5624, 1.3604, 1.4713, 1.9605, 1.3377, 0.58815, 0.43711, 0.47362, 0.33112, 1.1404, 1.2931, 1.269, 1.3421, 1.6477, 1.2621, 0.0095446, 0.0095446, 0.0095446 26, 1.2331, 1.5619, 1.3566, 1.4715, 1.9579, 1.3341, 0.57688, 0.44926, 0.4786, 0.33441, 1.1371, 1.2838, 1.2637, 1.3404, 1.6361, 1.2574, 0.0095248, 0.0095248, 0.0095248 27, 1.2353, 1.5578, 1.3521, 1.4768, 1.9523, 1.3299, 0.5727, 0.45695, 0.48303, 0.3373, 1.1325, 1.2753, 1.2579, 1.3361, 1.6276, 1.2529, 0.009505, 0.009505, 0.009505 28, 1.2309, 1.5447, 1.3497, 1.471, 1.9386, 1.3278, 0.57345, 0.46075, 0.48753, 0.3409, 1.1286, 1.2681, 1.2543, 1.3325, 1.6187, 1.2494, 0.0094852, 0.0094852, 0.0094852 29, 1.2196, 1.5422, 1.3438, 1.4555, 1.9351, 1.3241, 0.58293, 0.46102, 0.48948, 0.34315, 1.1245, 1.2621, 1.2496, 1.3292, 1.6134, 1.2467, 0.0094654, 0.0094654, 0.0094654 30, 1.2216, 1.5344, 1.3394, 1.4564, 1.928, 1.3175, 0.59122, 0.45829, 0.49244, 0.34561, 1.1225, 1.256, 1.2463, 1.328, 1.6048, 1.2432, 0.0094456, 0.0094456, 0.0094456 31, 1.2164, 1.5263, 1.3338, 1.4552, 1.9184, 1.3146, 0.58687, 0.46289, 0.49495, 0.34757, 1.1186, 1.2491, 1.2423, 1.325, 1.5972, 1.2409, 0.0094258, 0.0094258, 0.0094258 32, 1.2103, 1.5225, 1.334, 1.448, 1.9142, 1.3157, 0.58127, 0.46783, 0.49647, 0.34941, 1.1159, 1.2451, 1.2395, 1.3224, 1.5908, 1.2377, 0.009406, 0.009406, 0.009406 33, 1.2169, 1.5154, 1.3315, 1.4552, 1.9079, 1.3119, 0.58298, 0.47074, 0.49769, 0.35006, 1.1138, 1.2406, 1.2367, 1.3208, 1.5898, 1.2357, 0.0093862, 0.0093862, 0.0093862 34, 1.2185, 1.5155, 1.3279, 1.4595, 1.9102, 1.3071, 0.57696, 0.47692, 0.49888, 0.35141, 1.112, 1.2368, 1.2347, 1.3196, 1.5856, 1.2335, 0.0093664, 0.0093664, 0.0093664 35, 1.2153, 1.5117, 1.3257, 1.4521, 1.9043, 1.3067, 0.5865, 0.47178, 0.50002, 0.35236, 1.1106, 1.2343, 1.2327, 1.3166, 1.5832, 1.2312, 0.0093466, 0.0093466, 0.0093466 36, 1.2116, 1.5006, 1.3199, 1.4515, 1.8966, 1.3007, 0.57382, 0.48161, 0.5013, 0.35369, 1.1088, 1.2315, 1.2304, 1.3157, 1.5789, 1.2295, 0.0093268, 0.0093268, 0.0093268 37, 1.2075, 1.4978, 1.3184, 1.4468, 1.891, 1.2997, 0.57742, 0.48039, 0.5019, 0.35461, 1.1081, 1.2292, 1.2287, 1.3134, 1.576, 1.2275, 0.009307, 0.009307, 0.009307 38, 1.2047, 1.482, 1.3131, 1.4425, 1.8758, 1.2962, 0.57186, 0.48024, 0.5025, 0.35549, 1.1072, 1.2272, 1.2271, 1.3126, 1.5722, 1.2259, 0.0092872, 0.0092872, 0.0092872 39, 1.2073, 1.4835, 1.3127, 1.4475, 1.8754, 1.2965, 0.58013, 0.47709, 0.50252, 0.35547, 1.1063, 1.2256, 1.2254, 1.3115, 1.5699, 1.2238, 0.0092674, 0.0092674, 0.0092674 40, 1.208, 1.4814, 1.3095, 1.4523, 1.8752, 1.291, 0.58403, 0.47609, 0.50244, 0.35507, 1.1056, 1.2235, 1.2242, 1.3102, 1.5676, 1.2229, 0.0092476, 0.0092476, 0.0092476 41, 1.2075, 1.4793, 1.3095, 1.4491, 1.872, 1.2917, 0.58436, 0.47729, 0.50319, 0.35602, 1.1046, 1.2214, 1.2229, 1.3094, 1.5656, 1.2219, 0.0092278, 0.0092278, 0.0092278 42, 1.2075, 1.4804, 1.3094, 1.4491, 1.8726, 1.2911, 0.58544, 0.47979, 0.50446, 0.35688, 1.1041, 1.2199, 1.222, 1.3087, 1.5628, 1.2202, 0.009208, 0.009208, 0.009208 43, 1.1987, 1.4655, 1.3034, 1.4383, 1.8539, 1.2868, 0.57821, 0.47703, 0.50461, 0.35687, 1.1036, 1.2188, 1.221, 1.308, 1.5604, 1.2195, 0.0091882, 0.0091882, 0.0091882 44, 1.1911, 1.4629, 1.3004, 1.427, 1.8543, 1.285, 0.57854, 0.4806, 0.50463, 0.3568, 1.1029, 1.2174, 1.2201, 1.308, 1.5574, 1.2188, 0.0091684, 0.0091684, 0.0091684 45, 1.1962, 1.4686, 1.2998, 1.4393, 1.8591, 1.2849, 0.57852, 0.48152, 0.5049, 0.35704, 1.1024, 1.2162, 1.2192, 1.3074, 1.5556, 1.2178, 0.0091486, 0.0091486, 0.0091486 46, 1.195, 1.4594, 1.2988, 1.4342, 1.8535, 1.2832, 0.57742, 0.48211, 0.50511, 0.35729, 1.1021, 1.2153, 1.2186, 1.3069, 1.5545, 1.2167, 0.0091288, 0.0091288, 0.0091288 47, 1.1962, 1.4643, 1.2999, 1.4344, 1.8593, 1.2858, 0.57828, 0.48139, 0.50521, 0.3576, 1.1017, 1.2142, 1.2179, 1.3055, 1.5545, 1.2165, 0.009109, 0.009109, 0.009109 48, 1.1928, 1.4541, 1.2956, 1.4338, 1.8459, 1.2819, 0.58132, 0.47915, 0.50588, 0.3582, 1.1015, 1.2137, 1.2171, 1.305, 1.5531, 1.216, 0.0090892, 0.0090892, 0.0090892 49, 1.1878, 1.4465, 1.2926, 1.4276, 1.8397, 1.2795, 0.58052, 0.479, 0.50575, 0.35824, 1.1009, 1.2132, 1.2162, 1.3039, 1.5532, 1.215, 0.0090694, 0.0090694, 0.0090694 50, 1.1905, 1.4446, 1.2923, 1.4307, 1.8347, 1.2783, 0.57745, 0.48108, 0.50622, 0.35871, 1.1002, 1.2128, 1.2155, 1.3031, 1.5524, 1.2142, 0.0090496, 0.0090496, 0.0090496 51, 1.191, 1.4521, 1.296, 1.4295, 1.8435, 1.2802, 0.5812, 0.4779, 0.50695, 0.35909, 1.0999, 1.2123, 1.2148, 1.3024, 1.5523, 1.2135, 0.0090298, 0.0090298, 0.0090298 52, 1.1958, 1.4459, 1.2939, 1.4363, 1.8393, 1.2801, 0.58294, 0.47745, 0.50717, 0.35946, 1.1, 1.2116, 1.2144, 1.3024, 1.5507, 1.2137, 0.00901, 0.00901, 0.00901 53, 1.1855, 1.4336, 1.2889, 1.4234, 1.8235, 1.2762, 0.58678, 0.47572, 0.50734, 0.35984, 1.1, 1.2115, 1.2139, 1.3016, 1.5513, 1.213, 0.0089902, 0.0089902, 0.0089902 54, 1.1864, 1.4273, 1.2823, 1.4271, 1.8161, 1.2709, 0.5885, 0.47608, 0.5075, 0.36021, 1.1, 1.2114, 1.2134, 1.3013, 1.5509, 1.212, 0.0089704, 0.0089704, 0.0089704 55, 1.1842, 1.4313, 1.2823, 1.4225, 1.8205, 1.2703, 0.58857, 0.47519, 0.50759, 0.36054, 1.0999, 1.2113, 1.2129, 1.3008, 1.5519, 1.2115, 0.0089506, 0.0089506, 0.0089506 56, 1.1809, 1.4254, 1.2816, 1.4191, 1.8122, 1.2703, 0.59023, 0.47516, 0.50733, 0.36029, 1.0999, 1.2112, 1.2125, 1.2999, 1.5531, 1.2104, 0.0089308, 0.0089308, 0.0089308 57, 1.1788, 1.4194, 1.2808, 1.4177, 1.8057, 1.269, 0.59145, 0.47453, 0.50758, 0.36047, 1.0997, 1.2114, 1.2122, 1.2998, 1.5538, 1.2102, 0.008911, 0.008911, 0.008911 58, 1.1851, 1.4255, 1.281, 1.424, 1.816, 1.2685, 0.59234, 0.47337, 0.50763, 0.3605, 1.0996, 1.2116, 1.2116, 1.2987, 1.5558, 1.2098, 0.0088912, 0.0088912, 0.0088912 59, 1.1761, 1.4159, 1.2785, 1.4176, 1.8073, 1.2688, 0.59168, 0.47304, 0.50778, 0.36078, 1.0995, 1.2122, 1.2111, 1.2989, 1.5562, 1.2091, 0.0088714, 0.0088714, 0.0088714 60, 1.1828, 1.4204, 1.2787, 1.425, 1.8086, 1.2677, 0.59382, 0.47355, 0.50788, 0.36105, 1.0997, 1.2131, 1.2107, 1.2989, 1.5563, 1.209, 0.0088516, 0.0088516, 0.0088516 61, 1.1779, 1.4105, 1.275, 1.4162, 1.7981, 1.2649, 0.58855, 0.47473, 0.50764, 0.36102, 1.0999, 1.2138, 1.2105, 1.2988, 1.5573, 1.2086, 0.0088318, 0.0088318, 0.0088318 62, 1.1781, 1.4114, 1.2747, 1.4164, 1.7992, 1.2639, 0.59212, 0.47488, 0.50807, 0.36121, 1.1, 1.2146, 1.2101, 1.2982, 1.5585, 1.2081, 0.008812, 0.008812, 0.008812 63, 1.1771, 1.4084, 1.2737, 1.415, 1.7948, 1.2632, 0.59877, 0.47168, 0.50783, 0.36111, 1.1001, 1.2152, 1.2097, 1.2979, 1.5597, 1.2075, 0.0087922, 0.0087922, 0.0087922 64, 1.1784, 1.4136, 1.2748, 1.4176, 1.7991, 1.2638, 0.5932, 0.47312, 0.50775, 0.36129, 1.0999, 1.2161, 1.2093, 1.2977, 1.5609, 1.2075, 0.0087724, 0.0087724, 0.0087724 65, 1.172, 1.4008, 1.2699, 1.4121, 1.7883, 1.2602, 0.59457, 0.47366, 0.50809, 0.36174, 1.0998, 1.2169, 1.2088, 1.2976, 1.5612, 1.2066, 0.0087526, 0.0087526, 0.0087526 66, 1.1746, 1.4001, 1.2704, 1.4193, 1.7901, 1.2601, 0.59147, 0.47651, 0.50831, 0.36185, 1.0999, 1.2176, 1.2087, 1.2969, 1.5636, 1.2055, 0.0087328, 0.0087328, 0.0087328 67, 1.1695, 1.396, 1.2678, 1.4089, 1.7863, 1.2568, 0.5951, 0.47484, 0.50918, 0.36242, 1.0999, 1.2185, 1.2083, 1.2977, 1.5638, 1.2054, 0.008713, 0.008713, 0.008713 68, 1.1705, 1.397, 1.2686, 1.4098, 1.7825, 1.2582, 0.59668, 0.47363, 0.50907, 0.36268, 1.1001, 1.2193, 1.2079, 1.2974, 1.5654, 1.2049, 0.0086932, 0.0086932, 0.0086932 69, 1.1744, 1.4039, 1.2686, 1.4107, 1.7892, 1.2582, 0.59983, 0.47232, 0.50939, 0.36309, 1.1001, 1.2203, 1.2075, 1.2969, 1.5668, 1.2045, 0.0086734, 0.0086734, 0.0086734 70, 1.1763, 1.4067, 1.2692, 1.4163, 1.7935, 1.2581, 0.59598, 0.47339, 0.50928, 0.36313, 1.1001, 1.2214, 1.2072, 1.2968, 1.5685, 1.2041, 0.0086536, 0.0086536, 0.0086536 71, 1.1728, 1.3967, 1.2672, 1.412, 1.7856, 1.2571, 0.59142, 0.47529, 0.50917, 0.36291, 1.1001, 1.2221, 1.2068, 1.2959, 1.5711, 1.2036, 0.0086338, 0.0086338, 0.0086338 72, 1.1709, 1.3976, 1.2665, 1.4099, 1.7833, 1.2562, 0.59328, 0.47286, 0.50917, 0.36289, 1.1003, 1.2227, 1.2066, 1.2963, 1.5713, 1.2033, 0.008614, 0.008614, 0.008614 73, 1.1768, 1.3941, 1.2677, 1.4183, 1.7833, 1.2556, 0.5961, 0.47207, 0.50915, 0.36292, 1.1005, 1.2237, 1.2063, 1.2957, 1.574, 1.2029, 0.0085942, 0.0085942, 0.0085942 74, 1.17, 1.3877, 1.2652, 1.4108, 1.7749, 1.2571, 0.59336, 0.47345, 0.50943, 0.36341, 1.1003, 1.2243, 1.2059, 1.2957, 1.5746, 1.2024, 0.0085744, 0.0085744, 0.0085744 75, 1.1728, 1.3815, 1.2646, 1.4147, 1.7653, 1.2546, 0.59531, 0.47309, 0.50948, 0.36369, 1.1003, 1.2248, 1.2055, 1.2954, 1.5754, 1.202, 0.0085546, 0.0085546, 0.0085546 76, 1.1674, 1.387, 1.2614, 1.4068, 1.7743, 1.2521, 0.59898, 0.47559, 0.51036, 0.36437, 1.1002, 1.2248, 1.205, 1.2944, 1.5762, 1.2016, 0.0085348, 0.0085348, 0.0085348 77, 1.1714, 1.3792, 1.2626, 1.4118, 1.766, 1.2541, 0.60213, 0.47335, 0.5108, 0.36445, 1.1, 1.2251, 1.2045, 1.2948, 1.5755, 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