head_detect_v0.5_m_pruned/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,                  1.406,                 1.4767,                  1.588,                0.91067,                0.82719,                  0.914,                  0.676,                0.91841,                 0.6281,                 1.1408,              0.0033305,              0.0033305,              0.0033305
                      2,                 1.2724,                 1.1341,                  1.446,                0.89457,                0.79876,                0.89008,                0.65309,                0.98363,                0.70374,                 1.1675,              0.0065979,              0.0065979,              0.0065979
                      3,                  1.349,                 1.2858,                 1.5085,                 0.8848,                0.72971,                0.83822,                0.58963,                 1.0713,                0.91766,                 1.3017,              0.0097992,              0.0097992,              0.0097992
                      4,                 1.3958,                 1.3805,                 1.5671,                0.89073,                0.77691,                0.87503,                0.63896,                0.99359,                0.80469,                 1.2521,               0.009703,               0.009703,               0.009703
                      5,                 1.3333,                 1.2661,                 1.5201,                0.87854,                0.80035,                0.88674,                0.66215,                0.93396,                 0.7217,                 1.2065,               0.009703,               0.009703,               0.009703
                      6,                 1.2991,                 1.1952,                 1.4903,                0.90662,                0.81883,                0.91031,                0.69073,                0.89529,                0.66148,                  1.171,               0.009604,               0.009604,               0.009604
                      7,                 1.2608,                 1.1483,                  1.468,                0.89165,                0.82679,                0.90952,                 0.7013,                0.85352,                0.65764,                 1.1327,               0.009505,               0.009505,               0.009505
                      8,                 1.2288,                  1.087,                 1.4403,                0.92628,                0.83712,                0.92441,                0.71654,                0.82959,                0.60893,                 1.1276,               0.009406,               0.009406,               0.009406
                      9,                 1.1943,                 1.0372,                 1.4187,                0.92184,                0.84597,                0.92631,                0.71946,                0.83789,                0.58252,                   1.13,               0.009307,               0.009307,               0.009307
                     10,                 1.1721,                 1.0213,                 1.3984,                0.92165,                0.84627,                0.93103,                0.73064,                0.80022,                0.55807,                 1.1014,               0.009208,               0.009208,               0.009208
                     11,                 1.1597,                0.98314,                 1.3883,                0.92879,                0.85051,                0.93364,                0.73254,                0.80009,                0.55678,                 1.1021,               0.009109,               0.009109,               0.009109
                     12,                 1.1467,                0.96378,                 1.3692,                0.91481,                0.85874,                 0.9306,                0.73952,                0.77642,                0.54155,                 1.0872,                0.00901,                0.00901,                0.00901
                     13,                 1.1273,                0.93422,                 1.3624,                0.92915,                0.86958,                0.93978,                0.74707,                0.76578,                0.51177,                 1.0838,               0.008911,               0.008911,               0.008911
                     14,                 1.1105,                0.92138,                 1.3459,                0.92947,                 0.8671,                0.94027,                0.75277,                0.76327,                0.50629,                 1.0667,               0.008812,               0.008812,               0.008812
                     15,                 1.1042,                0.91519,                 1.3441,                0.93633,                0.87219,                 0.9437,                0.75751,                0.75335,                0.49767,                   1.06,               0.008713,               0.008713,               0.008713
                     16,                 1.0939,                0.89925,                 1.3401,                0.93433,                0.87741,                0.94424,                0.76114,                0.74511,                 0.4873,                 1.0651,               0.008614,               0.008614,               0.008614
                     17,                 1.0855,                0.88322,                 1.3302,                0.94619,                0.86652,                0.94518,                 0.7629,                0.74079,                0.48382,                 1.0673,               0.008515,               0.008515,               0.008515
                     18,                 1.0755,                0.87118,                  1.316,                0.93971,                0.87666,                0.94436,                0.76445,                0.74177,                0.46731,                  1.066,               0.008416,               0.008416,               0.008416
                     19,                 1.0581,                0.84925,                 1.3162,                0.94035,                0.87913,                0.94677,                 0.7686,                0.73144,                 0.4649,                 1.0556,               0.008317,               0.008317,               0.008317
                     20,                 1.0532,                0.84168,                 1.3078,                0.94515,                0.87873,                0.94778,                0.77381,                0.72164,                0.45226,                 1.0578,               0.008218,               0.008218,               0.008218
                     21,                 1.0469,                0.82618,                 1.2922,                0.94427,                0.88669,                 0.9541,                0.77783,                0.71466,                0.43428,                 1.0352,               0.008119,               0.008119,               0.008119
                     22,                 1.0364,                0.81527,                 1.2833,                0.94284,                0.89552,                0.95455,                0.77686,                0.71767,                0.43446,                 1.0466,                0.00802,                0.00802,                0.00802
                     23,                  1.037,                0.80984,                 1.2809,                0.93916,                0.89274,                0.95417,                0.77962,                0.70858,                0.42997,                 1.0284,               0.007921,               0.007921,               0.007921
                     24,                 1.0279,                0.79754,                 1.2873,                 0.9442,                0.89377,                0.95542,                0.78524,                0.70436,                0.42666,                 1.0396,               0.007822,               0.007822,               0.007822
                     25,                 1.0239,                 0.7944,                  1.277,                0.94515,                0.89491,                0.95629,                0.78648,                0.69884,                0.42169,                 1.0307,               0.007723,               0.007723,               0.007723
                     26,                 1.0123,                0.78299,                 1.2715,                  0.946,                0.89761,                0.95736,                 0.7862,                0.69628,                0.41586,                  1.027,               0.007624,               0.007624,               0.007624
                     27,                 1.0048,                0.77321,                 1.2613,                0.93956,                0.90361,                0.95673,                0.78913,                0.69122,                0.41554,                 1.0254,               0.007525,               0.007525,               0.007525
                     28,                0.99265,                0.76222,                 1.2594,                0.94627,                0.89879,                0.95844,                0.79003,                0.69354,                0.40911,                 1.0199,               0.007426,               0.007426,               0.007426
                     29,                0.99239,                  0.762,                 1.2539,                 0.9536,                0.89495,                0.95944,                0.79215,                0.69407,                0.40234,                 1.0215,               0.007327,               0.007327,               0.007327
                     30,                0.98424,                0.74624,                 1.2543,                0.95712,                 0.8979,                0.95983,                0.79275,                0.69002,                0.39502,                  1.023,               0.007228,               0.007228,               0.007228
                     31,                0.98075,                0.74478,                 1.2497,                  0.941,                0.90833,                0.96168,                 0.7934,                0.68959,                0.39486,                 1.0188,               0.007129,               0.007129,               0.007129
                     32,                 0.9769,                0.74079,                 1.2414,                0.94477,                0.90859,                0.96041,                 0.7931,                0.68762,                0.39226,                 1.0141,                0.00703,                0.00703,                0.00703
                     33,                0.97408,                0.73184,                 1.2445,                0.95493,                0.90023,                0.96121,                0.79584,                0.68222,                0.38729,                 1.0119,               0.006931,               0.006931,               0.006931
                     34,                0.96387,                0.72361,                  1.233,                0.94581,                0.91159,                0.96089,                0.79574,                0.68622,                0.38552,                 1.0117,               0.006832,               0.006832,               0.006832
                     35,                0.96232,                0.72059,                  1.237,                0.94378,                0.91137,                0.96211,                0.79662,                0.68508,                0.38572,                 1.0157,               0.006733,               0.006733,               0.006733
                     36,                0.95225,                0.70828,                 1.2279,                0.94465,                0.91207,                0.96261,                0.79803,                0.68327,                0.38346,                 1.0166,               0.006634,               0.006634,               0.006634
                     37,                0.94897,                0.70817,                 1.2235,                0.95207,                0.90735,                0.96207,                0.79924,                0.67855,                0.38112,                 1.0128,               0.006535,               0.006535,               0.006535
                     38,                0.94381,                 0.7023,                 1.2214,                0.95057,                0.90823,                 0.9613,                0.80019,                0.67645,                0.37858,                 1.0131,               0.006436,               0.006436,               0.006436
                     39,                0.93692,                0.68814,                 1.2072,                0.95023,                0.90707,                0.96156,                0.80065,                0.67437,                0.37693,                 1.0108,               0.006337,               0.006337,               0.006337
                     40,                0.93552,                0.68742,                 1.2067,                0.94327,                 0.9103,                 0.9608,                0.79945,                0.67604,                0.38156,                 1.0109,               0.006238,               0.006238,               0.006238
                     41,                0.93145,                0.68107,                 1.2118,                0.95172,                0.90587,                0.96243,                0.80106,                0.67611,                0.37606,                 1.0101,               0.006139,               0.006139,               0.006139
                     42,                0.93125,                0.68516,                 1.2051,                0.95057,                0.90795,                0.96227,                0.80118,                0.67652,                0.37565,                 1.0086,                0.00604,                0.00604,                0.00604
                     43,                0.92423,                0.67753,                 1.2049,                0.95503,                0.90705,                0.96251,                0.80012,                0.67667,                 0.3735,                 1.0092,               0.005941,               0.005941,               0.005941
                     44,                0.92306,                0.67578,                  1.207,                0.95789,                0.90614,                0.96256,                0.80242,                0.67576,                0.37128,                 1.0086,               0.005842,               0.005842,               0.005842
                     45,                0.91039,                0.66549,                 1.2011,                0.95621,                0.91177,                0.96286,                0.80339,                0.67354,                0.37194,                 1.0097,               0.005743,               0.005743,               0.005743
                     46,                  0.909,                0.66193,                 1.1954,                0.95863,                0.90944,                0.96239,                 0.8041,                0.67257,                0.37046,                 1.0106,               0.005644,               0.005644,               0.005644
                     47,                0.90486,                 0.6496,                 1.1849,                0.95602,                 0.9109,                0.96313,                0.80353,                0.67221,                0.36876,                 1.0096,               0.005545,               0.005545,               0.005545
                     48,                0.89463,                0.64052,                 1.1817,                0.95921,                0.90823,                0.96354,                0.80438,                0.67217,                0.36983,                 1.0091,               0.005446,               0.005446,               0.005446
                     49,                0.89323,                0.63759,                 1.1832,                0.94745,                 0.9162,                0.96389,                0.80484,                0.67282,                 0.3689,                 1.0096,               0.005347,               0.005347,               0.005347
                     50,                0.88907,                0.63743,                  1.184,                0.95213,                0.91236,                0.96356,                0.80497,                0.67177,                0.36903,                 1.0093,               0.005248,               0.005248,               0.005248
                     51,                0.88557,                0.63212,                 1.1815,                 0.9551,                0.90912,                0.96429,                0.80505,                0.67116,                0.36877,                   1.01,               0.005149,               0.005149,               0.005149
                     52,                0.87864,                0.62695,                 1.1766,                0.95254,                0.91212,                0.96381,                0.80477,                0.67181,                0.36846,                 1.0108,                0.00505,                0.00505,                0.00505
                     53,                0.87634,                0.61971,                 1.1762,                0.95237,                0.91295,                0.96367,                0.80548,                0.67118,                0.36796,                 1.0107,               0.004951,               0.004951,               0.004951
                     54,                0.87455,                0.62056,                  1.175,                0.95429,                0.91172,                0.96351,                0.80501,                0.67042,                0.36761,                 1.0103,               0.004852,               0.004852,               0.004852
                     55,                0.86983,                0.61267,                 1.1641,                 0.9517,                0.91236,                0.96386,                0.80617,                0.66941,                0.36614,                 1.0093,               0.004753,               0.004753,               0.004753
                     56,                0.86165,                0.60549,                 1.1684,                0.95011,                0.91587,                0.96403,                0.80671,                0.66841,                0.36549,                 1.0093,               0.004654,               0.004654,               0.004654
                     57,                0.86526,                0.60536,                 1.1672,                0.94755,                0.91797,                0.96353,                0.80786,                0.66807,                0.36426,                 1.0098,               0.004555,               0.004555,               0.004555
                     58,                0.85125,                0.59456,                 1.1589,                 0.9493,                0.91706,                0.96384,                0.80826,                0.66809,                0.36385,                 1.0103,               0.004456,               0.004456,               0.004456
                     59,                0.84732,                 0.5899,                 1.1597,                 0.9494,                0.91767,                0.96394,                0.80833,                0.66786,                0.36222,                 1.0111,               0.004357,               0.004357,               0.004357
                     60,                0.84512,                0.58858,                 1.1589,                0.94937,                0.91838,                0.96437,                0.80897,                0.66769,                0.36136,                 1.0112,               0.004258,               0.004258,               0.004258
                     61,                0.84268,                0.58144,                 1.1469,                0.95048,                0.91759,                0.96441,                0.80937,                0.66744,                0.36126,                 1.0109,               0.004159,               0.004159,               0.004159
                     62,                0.83797,                0.57402,                 1.1427,                0.95161,                0.91687,                0.96468,                 0.8093,                0.66766,                0.36127,                 1.0105,                0.00406,                0.00406,                0.00406
                     63,                0.83378,                0.57298,                 1.1398,                0.95186,                0.91603,                0.96472,                 0.8093,                0.66757,                0.36069,                 1.0096,               0.003961,               0.003961,               0.003961
                     64,                0.82366,                0.56269,                 1.1317,                0.95385,                0.91474,                0.96499,                0.80911,                0.66786,                0.36027,                 1.0093,               0.003862,               0.003862,               0.003862
                     65,                 0.8213,                0.56734,                 1.1392,                0.95442,                 0.9162,                0.96535,                0.81007,                0.66769,                 0.3599,                 1.0089,               0.003763,               0.003763,               0.003763
                     66,                0.81856,                 0.5563,                 1.1312,                 0.9531,                0.91746,                0.96516,                 0.8097,                0.66801,                0.35947,                 1.0084,               0.003664,               0.003664,               0.003664
                     67,                0.81663,                0.55666,                 1.1286,                0.95425,                0.91703,                0.96514,                0.81037,                0.66831,                0.35885,                 1.0084,               0.003565,               0.003565,               0.003565
                     68,                0.81068,                0.55426,                 1.1271,                0.95312,                0.91792,                0.96524,                 0.8103,                0.66797,                0.35875,                  1.008,               0.003466,               0.003466,               0.003466
                     69,                0.80694,                0.55168,                 1.1294,                0.95482,                0.91666,                 0.9651,                0.81066,                0.66812,                0.35802,                 1.0079,               0.003367,               0.003367,               0.003367
                     70,                0.80417,                  0.543,                 1.1287,                0.95482,                0.91668,                0.96495,                0.81038,                 0.6682,                0.35802,                 1.0083,               0.003268,               0.003268,               0.003268
                     71,                0.79517,                0.53528,                  1.124,                0.95423,                0.91662,                0.96487,                0.81022,                0.66823,                0.35754,                 1.0084,               0.003169,               0.003169,               0.003169
                     72,                0.79309,                0.53128,                  1.116,                0.95337,                  0.917,                0.96496,                0.80993,                0.66802,                0.35676,                 1.0082,                0.00307,                0.00307,                0.00307
                     73,                0.78788,                0.53187,                 1.1178,                0.95429,                 0.9162,                0.96497,                0.81003,                0.66783,                0.35594,                 1.0081,               0.002971,               0.002971,               0.002971
                     74,                0.78786,                0.52745,                 1.1211,                0.95346,                0.91679,                  0.965,                0.81042,                 0.6677,                0.35538,                 1.0082,               0.002872,               0.002872,               0.002872
                     75,                0.77777,                0.51854,                  1.115,                0.95166,                0.91779,                0.96519,                0.81078,                0.66781,                 0.3549,                 1.0086,               0.002773,               0.002773,               0.002773
                     76,                0.77662,                0.51701,                 1.1101,                0.95136,                0.91761,                0.96528,                0.81046,                0.66785,                0.35456,                  1.009,               0.002674,               0.002674,               0.002674
                     77,                0.77249,                0.51459,                 1.1047,                 0.9514,                0.91847,                0.96534,                0.81126,                0.66804,                0.35398,                 1.0092,               0.002575,               0.002575,               0.002575
                     78,                0.77029,                0.50972,                 1.1036,                0.95111,                0.91843,                0.96505,                0.81094,                0.66807,                0.35401,                 1.0094,               0.002476,               0.002476,               0.002476
                     79,                0.76392,                0.50688,                 1.0926,                0.95621,                0.91295,                0.96515,                0.81102,                0.66801,                 0.3537,                 1.0093,               0.002377,               0.002377,               0.002377
                     80,                0.76117,                0.50575,                 1.0955,                0.95763,                0.91295,                0.96515,                0.81098,                0.66822,                0.35302,                 1.0092,               0.002278,               0.002278,               0.002278
                     81,                0.74932,                 0.4967,                 1.0853,                0.95746,                0.91325,                0.96514,                0.81142,                0.66811,                0.35277,                 1.0088,               0.002179,               0.002179,               0.002179
                     82,                 0.7484,                0.49718,                 1.0917,                0.95625,                0.91354,                0.96507,                0.81139,                0.66832,                0.35271,                 1.0093,                0.00208,                0.00208,                0.00208
                     83,                0.74615,                0.49178,                 1.0937,                0.95596,                0.91413,                0.96453,                0.81092,                0.66841,                0.35267,                 1.0095,               0.001981,               0.001981,               0.001981
                     84,                0.74005,                0.48678,                 1.0871,                0.95059,                0.91945,                 0.9647,                0.81144,                0.66887,                0.35169,                   1.01,               0.001882,               0.001882,               0.001882
                     85,                0.73569,                0.48308,                 1.0785,                0.95144,                0.91923,                 0.9648,                0.81152,                 0.6692,                0.35167,                 1.0103,               0.001783,               0.001783,               0.001783
                     86,                0.73242,                0.47726,                 1.0785,                0.95168,                0.91832,                 0.9649,                0.81164,                0.66936,                0.35203,                 1.0105,               0.001684,               0.001684,               0.001684
                     87,                0.72429,                0.47291,                  1.076,                 0.9525,                0.91856,                0.96503,                0.81194,                0.67008,                0.35203,                 1.0113,               0.001585,               0.001585,               0.001585
                     88,                0.72228,                0.46723,                 1.0686,                0.95139,                0.91831,                0.96493,                0.81187,                0.67002,                0.35195,                 1.0113,               0.001486,               0.001486,               0.001486
                     89,                0.71031,                0.46162,                 1.0679,                0.95142,                0.91883,                 0.9648,                0.81174,                0.67025,                0.35138,                 1.0115,               0.001387,               0.001387,               0.001387
                     90,                0.70674,                0.45794,                 1.0666,                0.95114,                0.91909,                0.96475,                0.81157,                0.67043,                0.35081,                 1.0116,               0.001288,               0.001288,               0.001288
                     91,                0.67571,                0.33392,                 1.0369,                0.95261,                0.91738,                0.96487,                0.81119,                0.67055,                0.35051,                 1.0117,               0.001189,               0.001189,               0.001189
                     92,                 0.6584,                0.31784,                 1.0246,                0.95253,                0.91777,                0.96489,                0.81106,                0.67026,                0.35024,                 1.0116,                0.00109,                0.00109,                0.00109
                     93,                0.65447,                0.31901,                 1.0245,                0.95245,                0.91826,                0.96493,                0.81091,                0.67066,                0.35004,                  1.012,               0.000991,               0.000991,               0.000991
                     94,                0.64567,                0.31245,                 1.0259,                0.95382,                0.91738,                0.96515,                0.81146,                0.67103,                0.34997,                 1.0125,               0.000892,               0.000892,               0.000892
                     95,                0.63677,                0.30694,                 1.0216,                0.95355,                0.91738,                0.96512,                0.81164,                0.67095,                0.35026,                 1.0126,               0.000793,               0.000793,               0.000793
                     96,                0.63268,                0.30473,                 1.0182,                0.95568,                0.91708,                0.96502,                0.81201,                0.67135,                0.35018,                 1.0133,               0.000694,               0.000694,               0.000694
                     97,                 0.6195,                0.29662,                 1.0115,                0.95886,                0.91472,                0.96476,                0.81215,                0.67149,                0.35012,                 1.0138,               0.000595,               0.000595,               0.000595
                     98,                0.61746,                0.29499,                 1.0093,                0.95916,                 0.9147,                0.96489,                0.81275,                0.67191,                0.34988,                 1.0142,               0.000496,               0.000496,               0.000496
                     99,                 0.6122,                0.29279,                 1.0049,                 0.9609,                0.91365,                0.96501,                0.81322,                0.67234,                0.34991,                 1.0149,               0.000397,               0.000397,               0.000397
                    100,                0.60506,                 0.2883,                 1.0016,                0.96093,                0.91413,                0.96506,                0.81299,                0.67288,                 0.3502,                 1.0155,               0.000298,               0.000298,               0.000298