plots/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,                 3.3336,                 4.1731,                 4.1909,                0.34014,                0.14213,                0.00519,                0.00126,                 3.0029,                  4.749,                 4.0622,              0.0033274,              0.0033274,              0.0033274
                      2,                 2.6338,                 3.2892,                 3.3215,                0.29353,                 0.3307,                 0.1717,                0.06593,                 2.0389,                 2.9526,                 2.8008,              0.0065948,              0.0065948,              0.0065948
                      3,                 1.8366,                 2.3415,                 2.4096,                0.46484,                  0.381,                0.37024,                0.19317,                 1.7755,                 2.4902,                  2.448,              0.0097962,              0.0097962,              0.0097962
                      4,                 1.5864,                 1.9187,                 2.0828,                0.45311,                0.48156,                0.41874,                0.25022,                 1.6394,                 2.2734,                 2.2256,               0.009703,               0.009703,               0.009703
                      5,                 1.4359,                  1.645,                 1.9075,                0.61172,                0.59618,                0.60873,                0.36992,                 1.5192,                 1.6792,                 2.0703,               0.009604,               0.009604,               0.009604
                      6,                 1.3686,                 1.5156,                 1.8167,                 0.6436,                0.60513,                0.63731,                0.40926,                 1.4454,                 1.5905,                 1.9867,               0.009505,               0.009505,               0.009505
                      7,                 1.3222,                 1.4207,                 1.7587,                0.66845,                0.65711,                0.68417,                0.44975,                  1.358,                 1.3944,                 1.8511,               0.009406,               0.009406,               0.009406
                      8,                 1.2678,                 1.3208,                 1.6952,                0.69374,                0.59167,                0.63799,                0.41885,                 1.3259,                 1.6184,                 1.8417,               0.009307,               0.009307,               0.009307
                      9,                 1.2308,                 1.2796,                 1.6698,                0.65256,                0.63404,                0.67867,                0.43437,                 1.4128,                 1.5767,                 1.9333,               0.009208,               0.009208,               0.009208
                     10,                 1.1947,                 1.2135,                 1.6261,                0.69865,                0.67123,                0.73074,                0.50189,                 1.2232,                 1.1844,                  1.702,               0.009109,               0.009109,               0.009109
                     11,                 1.1763,                 1.1651,                 1.6062,                0.73488,                0.66802,                0.75458,                0.52332,                 1.2244,                 1.1336,                 1.7022,                0.00901,                0.00901,                0.00901
                     12,                 1.1489,                 1.1342,                 1.5803,                0.65681,                0.71278,                0.74485,                0.51143,                  1.261,                  1.265,                 1.7295,               0.008911,               0.008911,               0.008911
                     13,                 1.1339,                 1.0985,                 1.5629,                0.72488,                0.68812,                0.75271,                0.52328,                 1.2012,                 1.1653,                 1.6558,               0.008812,               0.008812,               0.008812
                     14,                 1.1139,                 1.0772,                 1.5453,                 0.7206,                0.71843,                0.77325,                0.53771,                 1.2034,                 1.1192,                 1.6789,               0.008713,               0.008713,               0.008713
                     15,                 1.0954,                 1.0458,                 1.5296,                0.68214,                0.70276,                0.75323,                0.52616,                  1.181,                 1.2829,                 1.6459,               0.008614,               0.008614,               0.008614
                     16,                 1.0796,                 1.0111,                 1.5065,                0.67223,                0.74373,                0.75556,                0.52373,                 1.1931,                 1.2028,                 1.6536,               0.008515,               0.008515,               0.008515
                     17,                 1.0655,                0.98774,                 1.4987,                0.79118,                0.74162,                 0.8143,                0.57488,                 1.1569,                0.93911,                 1.6269,               0.008416,               0.008416,               0.008416
                     18,                  1.055,                0.98353,                 1.4911,                0.74042,                0.75502,                0.80163,                0.56243,                 1.1943,                 1.0309,                 1.6726,               0.008317,               0.008317,               0.008317
                     19,                 1.0406,                0.95731,                  1.478,                0.76636,                0.75063,                0.79669,                0.56345,                 1.1479,                 0.9808,                 1.6047,               0.008218,               0.008218,               0.008218
                     20,                 1.0411,                0.94119,                  1.469,                0.76687,                0.75724,                0.81671,                0.58533,                 1.1286,                0.94393,                 1.5843,               0.008119,               0.008119,               0.008119
                     21,                 1.0244,                0.92019,                 1.4502,                0.74114,                0.72371,                0.80381,                0.57849,                 1.1087,                 1.0263,                 1.5707,                0.00802,                0.00802,                0.00802
                     22,                 1.0181,                0.91716,                 1.4465,                0.78932,                0.74232,                0.81173,                0.58104,                 1.1114,                 0.9444,                 1.5716,               0.007921,               0.007921,               0.007921
                     23,                0.99663,                0.89298,                 1.4294,                0.78786,                0.75902,                0.81926,                0.59603,                 1.0998,                0.90816,                 1.5637,               0.007822,               0.007822,               0.007822
                     24,                 1.0058,                0.88515,                 1.4285,                0.82598,                0.73038,                0.82398,                0.59432,                 1.1001,                0.93526,                  1.554,               0.007723,               0.007723,               0.007723
                     25,                0.98731,                0.86355,                 1.4115,                0.79641,                0.74273,                0.82705,                0.60472,                 1.0996,                0.90858,                  1.537,               0.007624,               0.007624,               0.007624
                     26,                0.97273,                0.85405,                 1.4021,                0.81536,                0.75402,                 0.8237,                0.59685,                 1.0945,                0.87556,                 1.5687,               0.007525,               0.007525,               0.007525
                     27,                0.95927,                0.82781,                 1.3895,                0.77213,                0.78374,                0.83304,                0.60803,                 1.0708,                0.84085,                 1.5418,               0.007426,               0.007426,               0.007426
                     28,                0.95449,                  0.823,                 1.3822,                0.82268,                0.76908,                0.83612,                0.60935,                 1.0803,                0.84244,                 1.5199,               0.007327,               0.007327,               0.007327
                     29,                0.96206,                 0.8206,                 1.3821,                0.80113,                0.76897,                0.83466,                0.61138,                 1.0732,                0.85333,                 1.5192,               0.007228,               0.007228,               0.007228
                     30,                 0.9489,                0.80558,                 1.3732,                0.83973,                 0.7698,                0.84453,                0.61705,                 1.0693,                0.81017,                 1.5144,               0.007129,               0.007129,               0.007129
                     31,                0.93628,                0.78536,                 1.3596,                0.85978,                0.76836,                0.85737,                0.62385,                 1.0643,                0.77095,                 1.5045,                0.00703,                0.00703,                0.00703
                     32,                0.93888,                0.78808,                  1.364,                0.85181,                0.77211,                0.85251,                0.62559,                 1.0626,                0.78029,                 1.4991,               0.006931,               0.006931,               0.006931
                     33,                0.91903,                0.76072,                 1.3485,                0.79604,                0.79913,                0.84882,                0.62046,                 1.0515,                0.79757,                 1.4834,               0.006832,               0.006832,               0.006832
                     34,                0.91528,                0.75934,                 1.3442,                0.81344,                0.77562,                0.84899,                0.62579,                  1.047,                0.81286,                 1.4891,               0.006733,               0.006733,               0.006733
                     35,                0.91243,                 0.7574,                 1.3388,                0.81548,                0.79836,                0.85066,                0.63004,                  1.034,                0.78111,                   1.48,               0.006634,               0.006634,               0.006634
                     36,                0.90512,                0.74518,                  1.332,                0.84917,                0.79805,                  0.864,                0.64242,                 1.0247,                0.73889,                 1.4645,               0.006535,               0.006535,               0.006535
                     37,                0.89264,                0.72857,                 1.3244,                0.83009,                0.80038,                0.85598,                0.63618,                 1.0212,                0.73398,                 1.4803,               0.006436,               0.006436,               0.006436
                     38,                0.89167,                0.72835,                  1.325,                0.82482,                0.77298,                0.85377,                0.63553,                 1.0232,                0.76677,                 1.4524,               0.006337,               0.006337,               0.006337
                     39,                0.87797,                0.71598,                 1.3141,                0.78841,                0.81306,                0.84744,                0.62925,                 1.0334,                0.76659,                 1.4679,               0.006238,               0.006238,               0.006238
                     40,                0.88045,                0.71592,                 1.3136,                0.82978,                0.79808,                0.85082,                0.63345,                 1.0256,                0.73113,                 1.4668,               0.006139,               0.006139,               0.006139
                     41,                0.87191,                0.70092,                 1.3054,                0.82146,                0.78728,                0.85456,                0.63944,                 1.0197,                0.77223,                 1.4588,                0.00604,                0.00604,                0.00604
                     42,                0.87027,                0.70284,                 1.3048,                0.84225,                0.79814,                 0.8666,                0.63724,                 1.0201,                0.72969,                 1.4541,               0.005941,               0.005941,               0.005941
                     43,                0.86255,                0.69955,                 1.2952,                0.83711,                0.78665,                0.85414,                0.63115,                 1.0128,                0.73627,                 1.4542,               0.005842,               0.005842,               0.005842
                     44,                0.85459,                 0.6891,                 1.2862,                 0.8145,                0.80616,                0.85329,                0.63614,                 1.0109,                0.73742,                 1.4551,               0.005743,               0.005743,               0.005743
                     45,                0.84504,                0.67492,                 1.2812,                0.83364,                0.79951,                0.86182,                0.64374,                 1.0109,                0.70803,                 1.4477,               0.005644,               0.005644,               0.005644
                     46,                0.84006,                0.66895,                 1.2832,                0.84941,                0.77407,                0.86216,                0.64349,                 1.0127,                0.71599,                 1.4571,               0.005545,               0.005545,               0.005545
                     47,                0.84117,                0.66283,                 1.2718,                0.83615,                0.81162,                0.85221,                0.63774,                 1.0039,                0.72896,                 1.4528,               0.005446,               0.005446,               0.005446
                     48,                0.83692,                 0.6616,                 1.2741,                0.84533,                0.78987,                0.85715,                0.64179,                 1.0055,                0.71898,                  1.443,               0.005347,               0.005347,               0.005347
                     49,                0.83891,                 0.6491,                 1.2724,                0.84703,                0.78753,                0.85297,                0.64227,                0.99378,                 0.7195,                 1.4386,               0.005248,               0.005248,               0.005248
                     50,                0.82881,                0.64724,                   1.26,                0.85574,                0.79643,                 0.8608,                 0.6438,                0.99969,                0.70979,                 1.4361,               0.005149,               0.005149,               0.005149
                     51,                0.81264,                0.63274,                 1.2505,                0.85736,                    0.8,                0.85662,                0.64449,                0.99606,                0.70714,                 1.4336,                0.00505,                0.00505,                0.00505
                     52,                 0.8166,                0.63594,                 1.2534,                0.84197,                 0.8183,                0.85554,                0.64408,                0.98752,                0.68258,                 1.4194,               0.004951,               0.004951,               0.004951
                     53,                0.81005,                0.62891,                 1.2502,                 0.8496,                0.81907,                0.86511,                0.64729,                 1.0108,                0.69152,                 1.4428,               0.004852,               0.004852,               0.004852
                     54,                0.80082,                0.62357,                 1.2435,                0.85348,                0.81126,                0.86288,                0.64455,                 1.0122,                0.69784,                 1.4361,               0.004753,               0.004753,               0.004753
                     55,                0.80628,                0.62095,                 1.2489,                 0.8355,                 0.8243,                0.85502,                0.63636,                 1.0109,                0.72068,                 1.4427,               0.004654,               0.004654,               0.004654
                     56,                0.79864,                0.61679,                 1.2394,                0.85062,                0.78732,                0.85909,                0.64558,                 1.0018,                0.71647,                 1.4384,               0.004555,               0.004555,               0.004555
                     57,                 0.7856,                0.60721,                  1.233,                0.82226,                0.80409,                0.84956,                0.63818,                 1.0062,                0.73255,                 1.4511,               0.004456,               0.004456,               0.004456
                     58,                0.78324,                0.60197,                 1.2329,                 0.8405,                0.81376,                0.85031,                0.63892,                0.99674,                0.71787,                 1.4487,               0.004357,               0.004357,               0.004357
                     59,                0.78162,                0.59455,                   1.23,                0.81313,                0.82212,                0.85331,                0.64553,                 1.0054,                0.73082,                 1.4462,               0.004258,               0.004258,               0.004258
                     60,                0.77118,                0.58714,                 1.2203,                0.81894,                0.81789,                0.84359,                0.63038,                 1.0095,                0.74069,                 1.4542,               0.004159,               0.004159,               0.004159
                     61,                0.76692,                0.58105,                 1.2131,                0.83985,                0.80045,                0.85464,                0.63969,                 1.0085,                 0.7203,                 1.4535,                0.00406,                0.00406,                0.00406
                     62,                0.76564,                 0.5848,                 1.2167,                0.84251,                0.78865,                0.85366,                0.63863,                 1.0079,                0.74339,                 1.4472,               0.003961,               0.003961,               0.003961
                     63,                0.76683,                0.58464,                 1.2124,                0.83407,                0.79956,                0.85758,                0.64303,                0.99768,                0.72517,                 1.4376,               0.003862,               0.003862,               0.003862
                     64,                0.76003,                 0.5777,                 1.2074,                0.82169,                0.81987,                0.85521,                0.63797,                0.99668,                0.72377,                 1.4348,               0.003763,               0.003763,               0.003763
                     65,                0.75427,                0.56831,                 1.1974,                0.82961,                0.81766,                0.85525,                0.64145,                0.99921,                0.72727,                 1.4388,               0.003664,               0.003664,               0.003664
                     66,                0.74364,                0.56468,                  1.198,                0.83326,                0.81998,                0.86021,                0.64672,                0.99524,                 0.7189,                 1.4454,               0.003565,               0.003565,               0.003565
                     67,                0.74233,                0.55644,                 1.1948,                0.84516,                0.79372,                0.85971,                0.64796,                0.99724,                0.71786,                 1.4526,               0.003466,               0.003466,               0.003466
                     68,                0.74146,                0.55233,                  1.194,                0.83255,                0.80268,                  0.852,                0.64119,                 1.0017,                 0.7344,                 1.4553,               0.003367,               0.003367,               0.003367
                     69,                0.73564,                0.55572,                 1.1943,                0.84312,                0.79368,                0.85093,                0.64026,                 0.9952,                0.74642,                 1.4488,               0.003268,               0.003268,               0.003268
                     70,                 0.7286,                0.54735,                 1.1864,                0.84544,                0.79686,                0.85512,                0.64517,                0.99592,                0.73067,                 1.4497,               0.003169,               0.003169,               0.003169
                     71,                0.72836,                0.54709,                 1.1845,                0.85079,                0.79342,                0.85073,                0.63655,                 1.0026,                0.72754,                 1.4531,                0.00307,                0.00307,                0.00307
                     72,                0.72415,                0.53604,                 1.1772,                0.83478,                0.80206,                0.85285,                0.63909,                 1.0036,                0.73827,                 1.4497,               0.002971,               0.002971,               0.002971
                     73,                0.71854,                0.52938,                 1.1767,                0.83605,                0.80299,                0.85428,                 0.6407,                 1.0012,                0.73531,                 1.4482,               0.002872,               0.002872,               0.002872
                     74,                0.71198,                0.52784,                 1.1733,                 0.8293,                0.81683,                0.85254,                0.64083,                 0.9993,                0.73292,                 1.4521,               0.002773,               0.002773,               0.002773
                     75,                0.71043,                0.52836,                 1.1736,                 0.8243,                 0.8192,                0.85427,                0.64084,                0.99359,                0.73727,                 1.4446,               0.002674,               0.002674,               0.002674
                     76,                0.70855,                0.52491,                 1.1678,                0.82966,                0.81019,                0.85529,                 0.6401,                0.99636,                0.72477,                 1.4457,               0.002575,               0.002575,               0.002575
                     77,                0.70137,                0.51911,                  1.165,                0.85136,                0.79125,                0.85664,                0.64164,                0.99352,                 0.7251,                 1.4424,               0.002476,               0.002476,               0.002476
                     78,                0.69108,                0.51054,                 1.1611,                0.83181,                0.80943,                0.85423,                0.63931,                0.99541,                0.73227,                 1.4455,               0.002377,               0.002377,               0.002377
                     79,                0.69708,                0.51066,                 1.1575,                0.83981,                0.80217,                0.85692,                0.64159,                0.99558,                0.72758,                 1.4474,               0.002278,               0.002278,               0.002278
                     80,                0.68296,                0.50331,                 1.1546,                0.86249,                0.78357,                0.85448,                0.64076,                0.99297,                0.73278,                 1.4433,               0.002179,               0.002179,               0.002179
                     81,                0.68314,                0.50144,                 1.1534,                 0.8703,                0.78546,                 0.8567,                0.64236,                0.99344,                0.73131,                 1.4457,                0.00208,                0.00208,                0.00208
                     82,                0.67592,                0.49407,                 1.1436,                0.86134,                0.78397,                 0.8551,                0.64288,                0.99447,                0.72298,                 1.4474,               0.001981,               0.001981,               0.001981
                     83,                0.67502,                0.49456,                 1.1456,                0.87916,                0.77147,                0.85645,                0.64302,                0.99494,                0.72201,                   1.45,               0.001882,               0.001882,               0.001882
                     84,                0.67722,                0.49158,                  1.144,                 0.8658,                0.77878,                0.85409,                0.64162,                0.99431,                0.72672,                 1.4488,               0.001783,               0.001783,               0.001783
                     85,                0.66452,                0.48692,                 1.1403,                0.80975,                0.82892,                 0.8562,                0.64409,                0.99633,                0.72083,                 1.4533,               0.001684,               0.001684,               0.001684
                     86,                0.66367,                0.48178,                 1.1367,                 0.8675,                0.78473,                0.85657,                0.64238,                0.99468,                0.71907,                 1.4538,               0.001585,               0.001585,               0.001585
                     87,                0.65674,                0.47763,                 1.1317,                0.84138,                0.80839,                0.85903,                0.64489,                0.99545,                0.71732,                 1.4542,               0.001486,               0.001486,               0.001486
                     88,                0.65159,                0.47077,                 1.1305,                0.83909,                 0.8186,                0.85772,                0.64519,                0.99463,                0.71388,                 1.4549,               0.001387,               0.001387,               0.001387
                     89,                0.65194,                0.47269,                 1.1332,                0.84512,                0.80954,                0.85706,                0.64325,                0.99293,                0.71527,                 1.4551,               0.001288,               0.001288,               0.001288
                     90,                0.64748,                0.46937,                 1.1257,                0.84756,                0.80888,                0.85751,                 0.6447,                 0.9903,                0.71736,                 1.4541,               0.001189,               0.001189,               0.001189
                     91,                0.57498,                0.36088,                 1.0641,                 0.8741,                0.78525,                0.85701,                0.64552,                0.99222,                0.72113,                 1.4579,                0.00109,                0.00109,                0.00109
                     92,                0.56454,                0.34877,                 1.0588,                0.88319,                 0.7786,                0.85531,                0.64413,                0.99359,                 0.7244,                 1.4596,               0.000991,               0.000991,               0.000991
                     93,                0.55534,                0.34107,                 1.0495,                0.88446,                0.78242,                0.85518,                0.64334,                0.99588,                0.72836,                 1.4628,               0.000892,               0.000892,               0.000892
                     94,                0.54233,                 0.3361,                 1.0421,                0.88369,                0.78092,                0.85356,                0.64125,                0.99696,                0.73288,                 1.4636,               0.000793,               0.000793,               0.000793
                     95,                0.53972,                 0.3306,                 1.0382,                  0.879,                0.77972,                0.85262,                0.63997,                  0.999,                0.73394,                 1.4661,               0.000694,               0.000694,               0.000694
                     96,                0.53002,                0.32325,                 1.0315,                0.87436,                0.78204,                0.85128,                0.63967,                  1.001,                0.74033,                 1.4694,               0.000595,               0.000595,               0.000595
                     97,                0.52823,                0.32332,                 1.0277,                0.87592,                0.78263,                   0.85,                0.63856,                 1.0022,                0.74553,                 1.4714,               0.000496,               0.000496,               0.000496
                     98,                0.52277,                0.32193,                 1.0251,                0.87743,                0.78224,                0.84978,                0.63888,                  1.004,                0.74746,                 1.4749,               0.000397,               0.000397,               0.000397
                     99,                0.51731,                0.31577,                 1.0235,                0.87748,                0.78619,                0.84878,                0.63811,                 1.0045,                0.75104,                 1.4773,               0.000298,               0.000298,               0.000298
                    100,                0.51285,                0.31644,                  1.021,                 0.8807,                0.78446,                0.84859,                0.63742,                 1.0051,                0.75515,                 1.4791,               0.000199,               0.000199,               0.000199