100_6_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
1,189.899,0.70533,4.05146,0.24485,0.87088,0.83903,0.89605,0.49091,0.5304,0.44853,0.12424,0.000369476,0.000369476,0.000369476
2,377.223,0.511,0.44448,0.08696,0.90662,0.90074,0.89705,0.51204,0.49708,0.41675,0.09437,0.000732485,0.000732485,0.000732485
3,564.143,0.51052,0.4459,0.08708,0.84425,0.89756,0.89252,0.51118,0.52376,0.41921,0.10114,0.00108816,0.00108816,0.00108816
4,750.584,0.49348,0.44458,0.07647,0.88863,0.89116,0.89822,0.5464,0.47009,0.42211,0.08866,0.001078,0.001078,0.001078
5,936.906,0.48672,0.43551,0.07655,0.91016,0.91633,0.92112,0.54472,0.48099,0.39656,0.09401,0.001067,0.001067,0.001067
6,1122.68,0.45978,0.418,0.07392,0.93983,0.87086,0.91827,0.55143,0.47286,0.40294,0.09626,0.00105601,0.00105601,0.00105601
7,1309,0.442,0.4077,0.07053,0.94904,0.92117,0.93991,0.59276,0.44709,0.38185,0.08465,0.00104501,0.00104501,0.00104501
8,1495.41,0.46168,0.42715,0.0746,0.9394,0.90187,0.92491,0.57123,0.45753,0.4,0.09131,0.00103401,0.00103401,0.00103401
9,1681.08,0.44758,0.4065,0.07565,0.9493,0.93419,0.95042,0.62305,0.41443,0.37408,0.07747,0.00102301,0.00102301,0.00102301
10,1867.52,0.42851,0.3935,0.06966,0.9325,0.92004,0.9362,0.57803,0.43538,0.3868,0.07863,0.00101201,0.00101201,0.00101201
11,2053.79,0.41798,0.40277,0.06596,0.95176,0.93673,0.94199,0.59576,0.43488,0.37506,0.0819,0.00100101,0.00100101,0.00100101
12,2240.08,0.4205,0.39572,0.06607,0.94267,0.91896,0.91976,0.59721,0.42587,0.38309,0.08149,0.000990012,0.000990012,0.000990012
13,2426.44,0.40073,0.38878,0.06084,0.9581,0.93356,0.94348,0.6163,0.40789,0.37072,0.07898,0.000979013,0.000979013,0.000979013
14,2612.73,0.41205,0.39497,0.06133,0.86527,0.92429,0.9229,0.59411,0.40683,0.41531,0.07786,0.000968014,0.000968014,0.000968014
15,2798.89,0.40635,0.40664,0.06198,0.94454,0.93153,0.93997,0.62142,0.39545,0.37165,0.07395,0.000957015,0.000957015,0.000957015
16,2984.84,0.40229,0.38884,0.06153,0.9628,0.93353,0.94564,0.56621,0.45752,0.38186,0.08243,0.000946016,0.000946016,0.000946016
17,3171.15,0.40832,0.39027,0.06275,0.96688,0.89891,0.92091,0.61108,0.4047,0.3696,0.07216,0.000935018,0.000935018,0.000935018
18,3357.38,0.39864,0.39145,0.05944,0.95512,0.95033,0.94898,0.60194,0.41662,0.37335,0.07721,0.000924019,0.000924019,0.000924019
19,3543.71,0.38586,0.39092,0.06035,0.93999,0.88959,0.8987,0.58492,0.39968,0.38754,0.07087,0.00091302,0.00091302,0.00091302
20,3730.14,0.39794,0.38649,0.05982,0.95492,0.92509,0.95524,0.62162,0.40577,0.36974,0.08023,0.000902021,0.000902021,0.000902021
21,3916.54,0.38678,0.38393,0.05984,0.95152,0.94716,0.95773,0.61246,0.40747,0.3715,0.07823,0.000891022,0.000891022,0.000891022
22,4102.92,0.39082,0.3765,0.05961,0.96421,0.91863,0.93913,0.62671,0.39128,0.36302,0.0756,0.000880023,0.000880023,0.000880023
23,4289.55,0.38832,0.38039,0.06007,0.96737,0.94491,0.95648,0.63665,0.38521,0.36135,0.07185,0.000869024,0.000869024,0.000869024
24,4476.13,0.3903,0.37572,0.0605,0.9733,0.93507,0.95069,0.63367,0.38648,0.36466,0.06877,0.000858025,0.000858025,0.000858025
25,4663.28,0.37764,0.37702,0.05929,0.95328,0.94528,0.95418,0.62819,0.38959,0.36232,0.06922,0.000847026,0.000847026,0.000847026
26,4849.67,0.38916,0.37529,0.06145,0.96938,0.95147,0.95901,0.64027,0.37764,0.35846,0.07094,0.000836027,0.000836027,0.000836027
27,5036.37,0.36707,0.38402,0.0553,0.95372,0.92814,0.94228,0.63198,0.3854,0.35902,0.07174,0.000825029,0.000825029,0.000825029
28,5222.99,0.36785,0.37065,0.05358,0.96649,0.94126,0.96269,0.63931,0.37828,0.36188,0.0727,0.00081403,0.00081403,0.00081403
29,5409.68,0.36427,0.3687,0.05802,0.96776,0.93819,0.96061,0.63705,0.37826,0.35808,0.06979,0.000803031,0.000803031,0.000803031
30,5596.27,0.37712,0.37379,0.05749,0.98033,0.94558,0.97008,0.63964,0.38069,0.36039,0.06882,0.000792032,0.000792032,0.000792032
31,5782.88,0.36367,0.37006,0.05552,0.96319,0.93631,0.94981,0.63823,0.38539,0.3643,0.07165,0.000781033,0.000781033,0.000781033
32,5969.28,0.37146,0.36688,0.05246,0.96383,0.95186,0.95226,0.63826,0.36962,0.36009,0.066,0.000770034,0.000770034,0.000770034
33,6155.75,0.35045,0.36287,0.05117,0.97313,0.93456,0.9531,0.63734,0.38461,0.35708,0.0709,0.000759035,0.000759035,0.000759035
34,6342.21,0.35046,0.36037,0.05319,0.97171,0.93873,0.94628,0.64161,0.38322,0.35782,0.07207,0.000748036,0.000748036,0.000748036
35,6528.51,0.35245,0.37014,0.05281,0.97805,0.94695,0.95603,0.63509,0.38322,0.35941,0.07028,0.000737037,0.000737037,0.000737037
36,6714.96,0.3617,0.36672,0.05223,0.96961,0.94367,0.96107,0.64013,0.3757,0.36037,0.0695,0.000726038,0.000726038,0.000726038
37,6901.32,0.34846,0.37334,0.05311,0.95935,0.94033,0.96209,0.64083,0.37434,0.36766,0.07076,0.00071504,0.00071504,0.00071504
38,7087.72,0.36135,0.36746,0.05413,0.97009,0.93707,0.95308,0.64286,0.37761,0.36047,0.0687,0.000704041,0.000704041,0.000704041
39,7274.04,0.36802,0.37872,0.05948,0.93078,0.9329,0.93525,0.63252,0.39652,0.36677,0.07584,0.000693042,0.000693042,0.000693042
40,7460.38,0.37649,0.38189,0.05791,0.96052,0.94274,0.95374,0.62968,0.38688,0.35939,0.07147,0.000682043,0.000682043,0.000682043
41,7646.61,0.36222,0.37316,0.05598,0.9726,0.92805,0.94879,0.64468,0.37662,0.35671,0.07187,0.000671044,0.000671044,0.000671044
42,7833.06,0.35667,0.36956,0.05586,0.96867,0.93937,0.94956,0.64279,0.37312,0.35762,0.06942,0.000660045,0.000660045,0.000660045
43,8019.35,0.34211,0.35867,0.05196,0.9786,0.94542,0.95523,0.64791,0.36821,0.35575,0.06786,0.000649046,0.000649046,0.000649046
44,8205.57,0.35275,0.36722,0.05539,0.95608,0.93649,0.95089,0.63004,0.38286,0.36404,0.07052,0.000638047,0.000638047,0.000638047
45,8391.8,0.35487,0.37048,0.05272,0.95788,0.93941,0.94796,0.63581,0.37481,0.35701,0.0666,0.000627048,0.000627048,0.000627048
46,8578.21,0.34599,0.36525,0.05193,0.95333,0.92554,0.93674,0.63028,0.37899,0.36346,0.07301,0.000616049,0.000616049,0.000616049
47,8764.89,0.35257,0.36568,0.05245,0.96442,0.93988,0.95141,0.63889,0.36855,0.35587,0.06694,0.000605051,0.000605051,0.000605051
48,8951.5,0.34803,0.36533,0.05368,0.9674,0.93202,0.95362,0.64255,0.37483,0.35691,0.06765,0.000594052,0.000594052,0.000594052
49,9138.32,0.35152,0.36406,0.05026,0.94734,0.92034,0.92616,0.62172,0.37747,0.36685,0.06932,0.000583053,0.000583053,0.000583053
50,9325.14,0.34489,0.36378,0.04984,0.96492,0.93792,0.94425,0.63372,0.38096,0.35579,0.06919,0.000572054,0.000572054,0.000572054
51,9511.97,0.3392,0.36033,0.05096,0.97545,0.93167,0.94902,0.63676,0.37205,0.35691,0.06909,0.000561055,0.000561055,0.000561055
52,9698.84,0.34212,0.37416,0.04954,0.96731,0.92779,0.94708,0.64392,0.36455,0.36644,0.06812,0.000550056,0.000550056,0.000550056
53,9885.79,0.33184,0.3615,0.04898,0.96552,0.944,0.96467,0.65446,0.36035,0.36028,0.06887,0.000539057,0.000539057,0.000539057
54,10072.9,0.33538,0.35656,0.05131,0.96788,0.93567,0.94249,0.63527,0.38517,0.35267,0.07899,0.000528058,0.000528058,0.000528058
55,10259.9,0.3294,0.35447,0.04917,0.95756,0.9399,0.94191,0.65233,0.35851,0.35563,0.06383,0.000517059,0.000517059,0.000517059
56,10447.1,0.33135,0.35299,0.04986,0.96507,0.92833,0.93047,0.63712,0.3781,0.35094,0.06884,0.00050606,0.00050606,0.00050606
57,10634,0.34864,0.35725,0.05131,0.9694,0.93202,0.94641,0.6265,0.37943,0.35597,0.06854,0.000495062,0.000495062,0.000495062
58,10820.8,0.34164,0.35222,0.05139,0.95932,0.94462,0.95516,0.6486,0.36594,0.35719,0.06839,0.000484063,0.000484063,0.000484063
59,11007.4,0.33376,0.35415,0.05009,0.95432,0.92587,0.94329,0.64439,0.36439,0.35464,0.06485,0.000473064,0.000473064,0.000473064
60,11194,0.33258,0.35426,0.04681,0.96849,0.93928,0.95819,0.65401,0.36657,0.35327,0.0689,0.000462065,0.000462065,0.000462065
61,11380.9,0.324,0.35077,0.04819,0.95557,0.93859,0.95473,0.65234,0.37325,0.35149,0.07393,0.000451066,0.000451066,0.000451066
62,11567.6,0.32436,0.34733,0.04788,0.97584,0.92842,0.93514,0.64791,0.3848,0.34118,0.08022,0.000440067,0.000440067,0.000440067
63,11754.4,0.32431,0.34453,0.04969,0.97586,0.93789,0.94713,0.65649,0.36961,0.34347,0.07508,0.000429068,0.000429068,0.000429068
64,11941.5,0.32577,0.34585,0.05033,0.97332,0.93769,0.94595,0.64918,0.37582,0.3424,0.07504,0.000418069,0.000418069,0.000418069
65,12128,0.31995,0.34485,0.04866,0.97235,0.93542,0.94917,0.64753,0.36891,0.34842,0.06808,0.00040707,0.00040707,0.00040707
66,12314.8,0.3118,0.34524,0.04666,0.97083,0.93315,0.93898,0.6568,0.36437,0.34228,0.06692,0.000396071,0.000396071,0.000396071
67,12501.3,0.31155,0.34453,0.04754,0.96463,0.94297,0.95774,0.644,0.37641,0.35969,0.07282,0.000385073,0.000385073,0.000385073
68,12688.3,0.32309,0.35583,0.04826,0.93999,0.94709,0.94267,0.63849,0.37836,0.36325,0.07422,0.000374074,0.000374074,0.000374074
69,12874.7,0.35095,0.35741,0.05478,0.96728,0.93529,0.95877,0.64788,0.38332,0.35626,0.08086,0.000363075,0.000363075,0.000363075
70,13061.2,0.31966,0.34749,0.04737,0.98343,0.94104,0.96556,0.65519,0.3602,0.35552,0.06621,0.000352076,0.000352076,0.000352076
71,13248.3,0.32003,0.34466,0.04641,0.97145,0.93973,0.95902,0.65845,0.36365,0.35333,0.06758,0.000341077,0.000341077,0.000341077
72,13435.2,0.30322,0.33604,0.04563,0.96939,0.94115,0.95421,0.64949,0.36362,0.34798,0.06916,0.000330078,0.000330078,0.000330078
73,13622,0.30269,0.33958,0.04635,0.96769,0.93931,0.95636,0.65675,0.36289,0.35655,0.06892,0.000319079,0.000319079,0.000319079
74,13808.9,0.30859,0.34022,0.04498,0.97214,0.95073,0.95957,0.65552,0.35019,0.35493,0.0631,0.00030808,0.00030808,0.00030808
75,13995.9,0.30752,0.34218,0.0454,0.96618,0.94572,0.96346,0.66218,0.35433,0.35632,0.06199,0.000297081,0.000297081,0.000297081
76,14182.9,0.30403,0.33837,0.04299,0.97685,0.95268,0.96202,0.66396,0.34997,0.34775,0.06239,0.000286083,0.000286083,0.000286083
77,14370,0.29933,0.33376,0.04258,0.97296,0.94673,0.95991,0.65925,0.34996,0.35242,0.06254,0.000275084,0.000275084,0.000275084
78,14557,0.29396,0.33165,0.04312,0.97061,0.92791,0.95092,0.65388,0.35507,0.35362,0.06327,0.000264085,0.000264085,0.000264085
79,14743.9,0.29654,0.33529,0.04306,0.97551,0.94144,0.95225,0.65719,0.353,0.35354,0.06238,0.000253086,0.000253086,0.000253086
80,14930.8,0.30461,0.34296,0.04337,0.95641,0.92955,0.94619,0.65315,0.35902,0.3603,0.06369,0.000242087,0.000242087,0.000242087
81,15117.5,0.29633,0.3345,0.04313,0.95166,0.92946,0.93738,0.65488,0.35717,0.35251,0.0659,0.000231088,0.000231088,0.000231088
82,15304.1,0.29928,0.33525,0.04351,0.96529,0.92285,0.94413,0.64398,0.35713,0.35439,0.06436,0.000220089,0.000220089,0.000220089
83,15490.9,0.2907,0.3363,0.04258,0.96573,0.92591,0.94592,0.65377,0.35827,0.3538,0.06358,0.00020909,0.00020909,0.00020909
84,15677.7,0.29314,0.33219,0.04173,0.95832,0.93624,0.94516,0.65235,0.3562,0.35276,0.06433,0.000198091,0.000198091,0.000198091
85,15864.6,0.29318,0.33033,0.04142,0.96819,0.94342,0.95585,0.65647,0.35052,0.35466,0.06382,0.000187092,0.000187092,0.000187092
86,16051.4,0.28577,0.33324,0.0424,0.97293,0.93687,0.9512,0.65709,0.35341,0.34899,0.06489,0.000176094,0.000176094,0.000176094
87,16238.6,0.28796,0.32984,0.04248,0.9784,0.93878,0.95513,0.64835,0.35364,0.35517,0.0623,0.000165095,0.000165095,0.000165095
88,16427,0.28939,0.33345,0.04237,0.97003,0.93245,0.95324,0.65176,0.35315,0.35858,0.06451,0.000154096,0.000154096,0.000154096
89,16614.6,0.2955,0.34366,0.04344,0.96122,0.94047,0.9413,0.65119,0.35886,0.37103,0.06625,0.000143097,0.000143097,0.000143097
90,16802.6,0.29419,0.34246,0.04322,0.97232,0.932,0.94185,0.66024,0.35429,0.35501,0.06416,0.000132098,0.000132098,0.000132098
91,16989.7,0.27006,0.3236,0.04342,0.96706,0.93498,0.95183,0.65834,0.35036,0.35254,0.06299,0.000121099,0.000121099,0.000121099
92,17175.9,0.26649,0.31927,0.04179,0.97198,0.93304,0.94978,0.65203,0.35532,0.35642,0.06387,0.0001101,0.0001101,0.0001101
93,17362.2,0.26323,0.31666,0.04067,0.96665,0.93624,0.94705,0.65774,0.35613,0.35274,0.068,9.91012e-05,9.91012e-05,9.91012e-05
94,17548.6,0.26088,0.31627,0.0416,0.96906,0.93968,0.95144,0.65956,0.35709,0.35478,0.06644,8.81023e-05,8.81023e-05,8.81023e-05
95,17735.1,0.26031,0.31489,0.03992,0.96672,0.94049,0.95757,0.66185,0.35207,0.35518,0.06348,7.71034e-05,7.71034e-05,7.71034e-05
96,17920.9,0.25699,0.31435,0.03914,0.96995,0.94533,0.95486,0.65734,0.35243,0.35956,0.0632,6.61045e-05,6.61045e-05,6.61045e-05
97,18106.5,0.25394,0.31028,0.03948,0.97319,0.93153,0.94821,0.65726,0.35017,0.35394,0.0629,5.51056e-05,5.51056e-05,5.51056e-05
98,18292,0.25165,0.31066,0.03906,0.96749,0.94129,0.94664,0.65621,0.35252,0.35233,0.06349,4.41067e-05,4.41067e-05,4.41067e-05
99,18477.5,0.2491,0.30879,0.03739,0.9733,0.94811,0.95784,0.6576,0.34957,0.35437,0.06335,3.31078e-05,3.31078e-05,3.31078e-05
100,18662.9,0.24673,0.307,0.03879,0.97185,0.94626,0.95589,0.66237,0.35025,0.35383,0.06215,2.21089e-05,2.21089e-05,2.21089e-05