100_4_data/results.csv

epoch,time,train/giou_loss,train/cls_loss,train/l1_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/giou_loss,val/cls_loss,val/l1_loss,lr/pg0,lr/pg1,lr/pg2
1,217.844,0.68522,3.7471,0.22341,0.8743,0.8913,0.89017,0.49867,0.5233,0.43774,0.12141,0.000369762,0.000369762,0.000369762
2,429.676,0.50861,0.4447,0.08615,0.95521,0.86619,0.90325,0.5368,0.50259,0.44145,0.10501,0.000732768,0.000732768,0.000732768
3,643.664,0.48831,0.4303,0.08706,0.93466,0.86983,0.91087,0.56337,0.4593,0.41557,0.0884,0.00108844,0.00108844,0.00108844
4,857.298,0.46902,0.44784,0.07599,0.93415,0.88875,0.91427,0.56411,0.48468,0.41399,0.0881,0.001078,0.001078,0.001078
5,1071.72,0.45538,0.41955,0.071,0.90242,0.90778,0.92747,0.57749,0.44648,0.3937,0.08545,0.001067,0.001067,0.001067
6,1286.39,0.45649,0.41007,0.07259,0.90783,0.89757,0.89646,0.55828,0.47452,0.39583,0.08826,0.00105601,0.00105601,0.00105601
7,1501.55,0.44991,0.41277,0.07277,0.93279,0.91972,0.93818,0.58615,0.43807,0.38781,0.0774,0.00104501,0.00104501,0.00104501
8,1715.94,0.43725,0.40996,0.07111,0.90681,0.9055,0.87652,0.53485,0.43165,0.41232,0.07989,0.00103401,0.00103401,0.00103401
9,1930.76,0.41905,0.40288,0.06562,0.95336,0.92016,0.93591,0.62014,0.41151,0.37071,0.08422,0.00102301,0.00102301,0.00102301
10,2148.27,0.42672,0.39584,0.06678,0.96155,0.92558,0.95006,0.6057,0.4344,0.37768,0.09183,0.00101201,0.00101201,0.00101201
11,2364.95,0.43924,0.40041,0.0717,0.97788,0.94218,0.95512,0.62728,0.4101,0.3635,0.07627,0.00100101,0.00100101,0.00100101
12,2581.24,0.44241,0.40055,0.07367,0.96563,0.93187,0.95503,0.60841,0.41898,0.37184,0.07779,0.000990012,0.000990012,0.000990012
13,2796.84,0.43965,0.41558,0.07526,0.94578,0.92457,0.93659,0.61713,0.40322,0.37192,0.07384,0.000979013,0.000979013,0.000979013
14,3012.95,0.45378,0.42974,0.07484,0.96004,0.94218,0.93854,0.60721,0.42228,0.37145,0.08157,0.000968014,0.000968014,0.000968014
15,3227.37,0.40915,0.40043,0.06692,0.91886,0.89712,0.92586,0.60089,0.43616,0.39178,0.08014,0.000957015,0.000957015,0.000957015
16,3443.85,0.40534,0.39476,0.06716,0.93226,0.92963,0.9351,0.60378,0.4196,0.38684,0.07719,0.000946016,0.000946016,0.000946016
17,3661.12,0.40915,0.39251,0.06344,0.9543,0.92329,0.94542,0.62454,0.41541,0.3704,0.08147,0.000935018,0.000935018,0.000935018
18,3877.32,0.40975,0.39284,0.06382,0.96441,0.9403,0.94555,0.62172,0.40917,0.37234,0.08688,0.000924019,0.000924019,0.000924019
19,4092.9,0.40293,0.39471,0.06089,0.96838,0.92515,0.93931,0.62238,0.40649,0.36422,0.08133,0.00091302,0.00091302,0.00091302
20,4309.28,0.40809,0.38988,0.06586,0.95559,0.94906,0.95296,0.60838,0.40815,0.37397,0.0831,0.000902021,0.000902021,0.000902021
21,4525.46,0.41773,0.39529,0.06484,0.93943,0.9323,0.944,0.61529,0.40462,0.37506,0.08846,0.000891022,0.000891022,0.000891022
22,4741.71,0.39037,0.38891,0.05998,0.96827,0.93979,0.95495,0.62708,0.38786,0.36564,0.07413,0.000880023,0.000880023,0.000880023
23,4958.6,0.3818,0.38308,0.06126,0.9481,0.94585,0.94249,0.6208,0.39176,0.36951,0.07202,0.000869024,0.000869024,0.000869024
24,5174.32,0.39591,0.39895,0.06265,0.94062,0.92833,0.93853,0.63392,0.38046,0.37395,0.07588,0.000858025,0.000858025,0.000858025
25,5389.71,0.38461,0.38397,0.06091,0.9463,0.93091,0.93589,0.63451,0.38268,0.36238,0.07056,0.000847026,0.000847026,0.000847026
26,5606.9,0.36634,0.37305,0.05913,0.95828,0.94319,0.95876,0.64827,0.3778,0.36093,0.07668,0.000836027,0.000836027,0.000836027
27,5822.63,0.37902,0.37239,0.05894,0.97093,0.93818,0.95022,0.63952,0.38691,0.35492,0.07283,0.000825029,0.000825029,0.000825029
28,6038.32,0.37406,0.37328,0.05547,0.95961,0.91698,0.936,0.62713,0.38434,0.36768,0.0665,0.00081403,0.00081403,0.00081403
29,6254.01,0.36561,0.36814,0.05484,0.9644,0.94068,0.95752,0.6419,0.37831,0.35928,0.07221,0.000803031,0.000803031,0.000803031
30,6469.31,0.38212,0.37578,0.0603,0.96121,0.92968,0.9476,0.63015,0.39402,0.36346,0.07234,0.000792032,0.000792032,0.000792032
31,6687.77,0.37034,0.37485,0.05944,0.97576,0.94231,0.94854,0.63115,0.38752,0.36417,0.07878,0.000781033,0.000781033,0.000781033
32,6903.15,0.3725,0.37498,0.05814,0.97523,0.94965,0.9617,0.64142,0.38471,0.35903,0.07457,0.000770034,0.000770034,0.000770034
33,7117.72,0.36434,0.36838,0.05647,0.97236,0.93608,0.95636,0.64363,0.38374,0.36037,0.07728,0.000759035,0.000759035,0.000759035
34,7333.18,0.36828,0.36957,0.05539,0.97664,0.94071,0.95604,0.64765,0.37445,0.35097,0.07296,0.000748036,0.000748036,0.000748036
35,7547.72,0.37635,0.37828,0.05588,0.97489,0.93232,0.9618,0.6471,0.37412,0.35372,0.07013,0.000737037,0.000737037,0.000737037
36,7762.22,0.3586,0.36413,0.05443,0.96174,0.92714,0.94571,0.63821,0.37787,0.35358,0.07397,0.000726038,0.000726038,0.000726038
37,7978.25,0.34863,0.36915,0.05297,0.97178,0.94864,0.95315,0.63437,0.38078,0.36052,0.07197,0.00071504,0.00071504,0.00071504
38,8193.34,0.36544,0.37077,0.05578,0.97255,0.94217,0.95364,0.64084,0.37336,0.36607,0.07301,0.000704041,0.000704041,0.000704041
39,8409.02,0.36117,0.37675,0.05696,0.92831,0.92346,0.94592,0.625,0.38732,0.3771,0.06629,0.000693042,0.000693042,0.000693042
40,8625.28,0.38594,0.3873,0.06036,0.94927,0.93062,0.94278,0.63299,0.38146,0.36716,0.07004,0.000682043,0.000682043,0.000682043
41,8840.83,0.36729,0.39422,0.05616,0.95442,0.92816,0.94093,0.64143,0.38295,0.36836,0.07288,0.000671044,0.000671044,0.000671044
42,9056.35,0.38467,0.39193,0.0594,0.95789,0.92295,0.94988,0.64736,0.38571,0.36026,0.07576,0.000660045,0.000660045,0.000660045
43,9271.86,0.37366,0.38025,0.05988,0.95545,0.95392,0.95916,0.64195,0.37977,0.36392,0.07152,0.000649046,0.000649046,0.000649046
44,9487.56,0.35309,0.36979,0.05418,0.9542,0.93143,0.94595,0.63337,0.38849,0.36164,0.07079,0.000638047,0.000638047,0.000638047
45,9702.44,0.36312,0.36702,0.05191,0.97204,0.94536,0.95725,0.65569,0.36135,0.35688,0.06379,0.000627048,0.000627048,0.000627048
46,9918.65,0.35461,0.36425,0.0544,0.97269,0.93557,0.95336,0.64012,0.3636,0.35723,0.06393,0.000616049,0.000616049,0.000616049
47,10134.6,0.35376,0.37273,0.0543,0.94539,0.94445,0.94685,0.64957,0.36189,0.35915,0.06725,0.000605051,0.000605051,0.000605051
48,10349.9,0.35512,0.36932,0.05315,0.94018,0.93419,0.94252,0.63849,0.37244,0.36123,0.06709,0.000594052,0.000594052,0.000594052
49,10565.3,0.3541,0.36251,0.05236,0.97043,0.93608,0.95427,0.6626,0.35176,0.35777,0.0638,0.000583053,0.000583053,0.000583053
50,10783.3,0.33578,0.35547,0.05112,0.96969,0.93895,0.94782,0.63312,0.3627,0.36063,0.06424,0.000572054,0.000572054,0.000572054
51,11000.3,0.34421,0.35805,0.05107,0.97603,0.94046,0.9513,0.66144,0.35649,0.35961,0.06349,0.000561055,0.000561055,0.000561055
52,11216,0.34779,0.36548,0.05168,0.96831,0.94862,0.95362,0.64414,0.3672,0.36006,0.06309,0.000550056,0.000550056,0.000550056
53,11431.7,0.33818,0.36029,0.05119,0.97868,0.94132,0.95506,0.64147,0.36585,0.35914,0.06682,0.000539057,0.000539057,0.000539057
54,11647,0.34832,0.35899,0.0543,0.97572,0.94431,0.96005,0.66704,0.35725,0.35125,0.0633,0.000528058,0.000528058,0.000528058
55,11862.6,0.33771,0.35745,0.04792,0.97162,0.9432,0.95423,0.65818,0.36067,0.35782,0.06603,0.000517059,0.000517059,0.000517059
56,12077.6,0.349,0.35761,0.054,0.96698,0.93593,0.94882,0.65127,0.36832,0.34797,0.06919,0.00050606,0.00050606,0.00050606
57,12293.1,0.34122,0.35656,0.05189,0.96669,0.93765,0.95189,0.65579,nan,nan,nan,0.000495062,0.000495062,0.000495062
58,12508,0.34268,0.36225,0.05245,0.97187,0.94344,0.95303,0.66265,0.34902,0.35553,0.06094,0.000484063,0.000484063,0.000484063
59,12724.2,0.34068,0.35478,0.05182,0.96587,0.93649,0.94476,0.64884,nan,nan,nan,0.000473064,0.000473064,0.000473064
60,12940.1,0.33147,0.3547,0.04928,0.96285,0.8225,0.83606,0.55504,nan,nan,nan,0.000462065,0.000462065,0.000462065
61,13157,0.33902,0.36403,0.05305,0.96739,0.94089,0.95489,0.65013,0.36904,0.3581,0.06885,0.000451066,0.000451066,0.000451066
62,13373.7,0.33727,0.36134,0.05245,0.96286,0.92963,0.95642,0.65247,0.37174,0.35248,0.06946,0.000440067,0.000440067,0.000440067
63,13590,0.33777,0.35565,0.05245,0.97525,0.93314,0.94999,0.64944,0.36177,0.34957,0.06697,0.000429068,0.000429068,0.000429068
64,13806.9,0.33588,0.35274,0.05236,0.96635,0.92488,0.93385,0.65085,0.37979,0.34598,0.07281,0.000418069,0.000418069,0.000418069
65,14023.2,0.32271,0.35639,0.04873,0.9822,0.93531,0.94964,0.64437,0.36658,0.35349,0.0653,0.00040707,0.00040707,0.00040707
66,14238,0.33006,0.3563,0.05222,0.98011,0.93597,0.94563,0.64485,0.36274,0.35769,0.06914,0.000396071,0.000396071,0.000396071
67,14452.5,0.32135,0.35119,0.05067,0.96631,0.9479,0.95695,0.65361,0.36079,0.35218,0.06389,0.000385073,0.000385073,0.000385073
68,14668.4,0.3228,0.34837,0.04726,0.96079,0.93864,0.94428,0.65956,0.35609,0.35177,0.06436,0.000374074,0.000374074,0.000374074
69,14884.8,0.32495,0.35068,0.04668,0.97097,0.93841,0.95322,0.6522,0.35716,0.35945,0.06416,0.000363075,0.000363075,0.000363075
70,15101,0.33512,0.3548,0.04828,0.97875,0.93408,0.95235,0.66666,0.35275,0.35495,0.06239,0.000352076,0.000352076,0.000352076
71,15317.7,0.30833,0.34396,0.04689,0.97355,0.94656,0.95655,0.6671,0.34613,0.35637,0.0626,0.000341077,0.000341077,0.000341077
72,15533.2,0.31141,0.34627,0.04663,0.9734,0.95039,0.95871,0.66441,0.34767,0.35093,0.06258,0.000330078,0.000330078,0.000330078
73,15749.9,0.32259,0.34762,0.04947,0.97166,0.94605,0.96058,0.65971,0.34999,0.35302,0.06056,0.000319079,0.000319079,0.000319079
74,15966.4,0.31274,0.34085,0.04711,0.96181,0.93853,0.95476,0.65942,0.35308,0.3594,0.06351,0.00030808,0.00030808,0.00030808
75,16183.3,0.30769,0.33908,0.04561,0.97194,0.94012,0.95146,0.6619,0.34812,0.35114,0.06163,0.000297081,0.000297081,0.000297081
76,16400.7,0.31638,0.34743,0.04719,0.95955,0.93514,0.94836,0.65889,0.3513,0.34844,0.06628,0.000286083,0.000286083,0.000286083
77,16617.4,0.31459,0.34447,0.04779,0.97186,0.94023,0.94644,0.65469,0.35469,0.35623,0.06711,0.000275084,0.000275084,0.000275084
78,16833.8,0.31006,0.34964,0.04611,0.97374,0.9326,0.95185,0.66042,0.34887,0.35836,0.0607,0.000264085,0.000264085,0.000264085
79,17050.3,0.31691,0.3461,0.04897,0.96261,0.94016,0.96054,0.64924,0.36167,0.35734,0.06288,0.000253086,0.000253086,0.000253086
80,17267.1,0.31011,0.3456,0.04536,0.97121,0.94391,0.9557,0.6528,0.35532,0.35187,0.0652,0.000242087,0.000242087,0.000242087
81,17483.8,0.30275,0.34186,0.04405,0.97776,0.95024,0.96173,0.65855,0.35096,0.35308,0.06496,0.000231088,0.000231088,0.000231088
82,17699.9,0.30012,0.33986,0.04406,0.97629,0.94076,0.95265,0.65986,0.35118,0.34834,0.06252,0.000220089,0.000220089,0.000220089
83,17915.7,0.29201,0.33398,0.04363,0.98034,0.93685,0.951,0.65101,0.34804,0.35765,0.06004,0.00020909,0.00020909,0.00020909
84,18132.8,0.29871,0.33661,0.04331,0.97989,0.9503,0.95474,0.66129,0.3472,0.34683,0.06357,0.000198091,0.000198091,0.000198091
85,18350,0.30161,0.33724,0.04361,0.97358,0.94402,0.94634,0.6575,0.34494,0.34818,0.05891,0.000187092,0.000187092,0.000187092
86,18567.1,0.29328,0.33795,0.04377,0.97371,0.94612,0.94994,0.65892,0.34886,0.3511,0.063,0.000176094,0.000176094,0.000176094
87,18782.5,0.29084,0.33328,0.04288,0.97077,0.94309,0.95073,0.66056,0.3444,0.3527,0.06229,0.000165095,0.000165095,0.000165095
88,18998.6,0.28901,0.33067,0.04326,0.97514,0.94911,0.95626,0.66218,0.34848,0.34949,0.06199,0.000154096,0.000154096,0.000154096
89,19214.2,0.28495,0.33201,0.04361,0.97211,0.94377,0.95078,0.65743,0.35015,0.34889,0.06236,0.000143097,0.000143097,0.000143097
90,19430.5,0.2905,0.32762,0.04187,0.97047,0.94422,0.9507,0.65083,0.35604,0.35049,0.06568,0.000132098,0.000132098,0.000132098
91,19647,0.26723,0.31904,0.04173,0.9642,0.93611,0.94369,0.65272,0.35202,0.35038,0.06348,0.000121099,0.000121099,0.000121099
92,19864.9,0.27114,0.31972,0.04219,0.9671,0.94097,0.94951,0.65773,0.35162,0.35097,0.06349,0.0001101,0.0001101,0.0001101
93,20081,0.26402,0.31834,0.04058,0.97554,0.94715,0.95971,0.66192,0.34555,0.35002,0.06038,9.91012e-05,9.91012e-05,9.91012e-05
94,20297.6,0.26502,0.31751,0.04036,0.97654,0.94307,0.95033,0.66044,0.34792,0.3488,0.06011,8.81023e-05,8.81023e-05,8.81023e-05
95,20514.5,0.26257,0.3168,0.04026,0.97346,0.9457,0.95533,0.66394,0.3462,0.3471,0.05916,7.71034e-05,7.71034e-05,7.71034e-05
96,20734,0.25795,0.3152,0.04012,0.97668,0.94782,0.95795,0.6598,0.34846,0.34789,0.0603,6.61045e-05,6.61045e-05,6.61045e-05
97,20952.3,0.26114,0.31669,0.04121,0.96669,0.94003,0.94961,0.6578,0.34636,0.34733,0.0598,5.51056e-05,5.51056e-05,5.51056e-05
98,21169.7,0.25839,0.31354,0.04061,0.97429,0.94324,0.95425,0.65993,0.34675,0.34971,0.0605,4.41067e-05,4.41067e-05,4.41067e-05
99,21385.8,0.25654,0.31294,0.03907,0.97692,0.94796,0.95976,0.66525,0.34199,0.3513,0.05945,3.31078e-05,3.31078e-05,3.31078e-05
100,21602.6,0.25548,0.31063,0.03973,0.97434,0.94719,0.95648,0.65923,0.34406,0.35236,0.06002,2.21089e-05,2.21089e-05,2.21089e-05