filtered/results.csv

epoch,time,train/box_loss,train/cls_loss,train/l1_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/l1_loss,lr/pg0,lr/pg1,lr/pg2
1,68.3183,1.71205,6.39083,0.01179,0.62227,0.597,0.61934,0.33528,1.46451,5.00338,0.01265,0.000527883,0.000527883,0.000527883
2,79.2877,1.62319,2.22255,0.00896,0.75314,0.59667,0.70886,0.38332,1.53329,2.25363,0.013,0.00107282,0.00107282,0.00107282
3,90.3152,1.61257,1.46465,0.01052,0.66699,0.66691,0.6637,0.28641,1.8444,1.86214,0.01786,0.00160676,0.00160676,0.00160676
4,101.249,1.76684,1.11207,0.01101,0.81858,0.76923,0.83729,0.4162,1.81856,1.08361,0.01574,0.00161749,0.00161749,0.00161749
5,112.251,1.68353,0.98747,0.00904,0.81902,0.72601,0.86189,0.45605,1.68546,1.39796,0.01579,0.00160099,0.00160099,0.00160099
6,123.227,1.64414,0.88262,0.00929,0.77138,0.79231,0.82707,0.41766,1.64686,1.37749,0.01378,0.00158448,0.00158448,0.00158448
7,134.162,1.64202,0.86832,0.00904,0.8793,0.88612,0.91846,0.50219,1.52848,0.76859,0.0141,0.00156798,0.00156798,0.00156798
8,145.176,1.58717,0.77357,0.00936,0.92108,0.93421,0.9674,0.51936,1.54345,0.81961,0.01424,0.00155148,0.00155148,0.00155148
9,156.178,1.62047,0.80139,0.00944,0.79664,0.91523,0.88788,0.51427,1.39841,1.11359,0.01135,0.00153497,0.00153497,0.00153497
10,167.1,1.45905,0.68344,0.00854,0.9054,0.92508,0.9642,0.5638,1.39478,0.55417,0.01191,0.00151847,0.00151847,0.00151847
11,178.12,1.50736,0.74635,0.00912,0.87188,0.88407,0.94419,0.52796,1.51032,0.72619,0.01175,0.00150197,0.00150197,0.00150197
12,189.028,1.51877,0.76013,0.0091,0.94696,0.86671,0.95193,0.61047,1.29751,0.64831,0.01021,0.00148546,0.00148546,0.00148546
13,200.119,1.44304,0.6993,0.00824,0.90143,0.89976,0.95199,0.55822,1.41894,0.73091,0.01195,0.00146896,0.00146896,0.00146896
14,211.18,1.44533,0.66823,0.00777,0.93343,0.90393,0.95603,0.55421,1.45512,0.60236,0.01316,0.00145246,0.00145246,0.00145246
15,222.192,1.44457,0.67232,0.008,0.88427,0.91316,0.94641,0.55544,1.36771,0.61029,0.01176,0.00143595,0.00143595,0.00143595
16,233.199,1.36249,0.66416,0.0083,0.94768,0.91708,0.96378,0.58722,1.32085,0.48815,0.01048,0.00141945,0.00141945,0.00141945
17,244.241,1.43236,0.66336,0.0076,0.93744,0.92167,0.95971,0.587,1.35777,0.50757,0.01083,0.00140295,0.00140295,0.00140295
18,255.28,1.41758,0.62737,0.00842,0.91629,0.98261,0.97562,0.6214,1.24903,0.4726,0.00979,0.00138644,0.00138644,0.00138644
19,266.419,1.33854,0.60368,0.00773,0.93342,0.94833,0.97307,0.58276,1.35149,0.51524,0.0108,0.00136994,0.00136994,0.00136994
20,277.383,1.37654,0.60939,0.00767,0.90505,0.96256,0.96303,0.61501,1.29451,0.47395,0.0103,0.00135344,0.00135344,0.00135344
21,288.316,1.33998,0.5811,0.007,0.94901,0.96167,0.96774,0.61696,1.2242,0.4506,0.00873,0.00133693,0.00133693,0.00133693
22,299.336,1.32806,0.58252,0.00707,0.9255,0.87736,0.95013,0.59847,1.2785,0.5608,0.00987,0.00132043,0.00132043,0.00132043
23,310.347,1.34707,0.59009,0.00731,0.9451,0.9091,0.94941,0.60511,1.3109,0.5005,0.00984,0.00130393,0.00130393,0.00130393
24,321.362,1.35252,0.63038,0.00691,0.93999,0.95422,0.96958,0.60801,1.27304,0.46039,0.00977,0.00128742,0.00128742,0.00128742
25,332.39,1.33223,0.60662,0.00691,0.95018,0.95,0.97866,0.62346,1.25189,0.43117,0.00946,0.00127092,0.00127092,0.00127092
26,343.446,1.34318,0.54852,0.00692,0.88287,0.95418,0.97472,0.64004,1.19343,0.46845,0.00875,0.00125442,0.00125442,0.00125442
27,354.449,1.25811,0.52676,0.00688,0.92119,0.96726,0.98419,0.63342,1.22096,0.4273,0.00928,0.00123791,0.00123791,0.00123791
28,365.355,1.25548,0.50332,0.00713,0.94661,0.94254,0.98218,0.62645,1.24438,0.44089,0.01023,0.00122141,0.00122141,0.00122141
29,376.268,1.30359,0.56775,0.00732,0.94789,0.93667,0.97553,0.64256,1.18308,0.43939,0.00864,0.00120491,0.00120491,0.00120491
30,387.272,1.28193,0.53481,0.00684,0.93839,0.94189,0.97956,0.62292,1.27365,0.42621,0.0088,0.0011884,0.0011884,0.0011884
31,398.179,1.31721,0.55837,0.00682,0.94284,0.93644,0.97426,0.63599,1.19031,0.42298,0.00914,0.0011719,0.0011719,0.0011719
32,409.114,1.27069,0.52417,0.00696,0.91974,0.96188,0.97798,0.64763,1.18665,0.40617,0.00881,0.0011554,0.0011554,0.0011554
33,420.112,1.32636,0.50735,0.00676,0.94358,0.94381,0.9786,0.66071,1.16715,0.40055,0.00846,0.00113889,0.00113889,0.00113889
34,431.161,1.24123,0.48364,0.00795,0.9385,0.97858,0.98435,0.63972,1.20782,0.39326,0.0095,0.00112239,0.00112239,0.00112239
35,442.202,1.21764,0.46968,0.00627,0.93715,0.9462,0.98334,0.6308,1.23066,0.40938,0.00939,0.00110589,0.00110589,0.00110589
36,453.189,1.24047,0.48212,0.00636,0.95909,0.95654,0.98631,0.6584,1.13522,0.37419,0.00782,0.00108938,0.00108938,0.00108938
37,464.224,1.20685,0.45185,0.00579,0.94401,0.96038,0.98698,0.6538,1.17294,0.38565,0.00832,0.00107288,0.00107288,0.00107288
38,475.238,1.23108,0.46168,0.0063,0.93537,0.98472,0.98965,0.66469,1.15562,0.37191,0.00822,0.00105638,0.00105638,0.00105638
39,486.304,1.19521,0.46093,0.00606,0.96205,0.9653,0.98423,0.66655,1.14036,0.36973,0.00787,0.00103987,0.00103987,0.00103987
40,497.359,1.13589,0.44422,0.00626,0.94641,0.93734,0.98085,0.65608,1.14319,0.43395,0.00888,0.00102337,0.00102337,0.00102337
41,508.328,1.18321,0.48713,0.00637,0.96373,0.97,0.98861,0.6781,1.10407,0.36534,0.00766,0.00100687,0.00100687,0.00100687
42,519.437,1.15826,0.4558,0.00582,0.93412,0.97779,0.97812,0.65382,1.16919,0.36483,0.00844,0.000990365,0.000990365,0.000990365
43,530.421,1.18208,0.51023,0.00623,0.95129,0.96821,0.9848,0.66103,1.18043,0.36542,0.00874,0.000973861,0.000973861,0.000973861
44,541.413,1.11687,0.48725,0.00616,0.95629,0.9573,0.98972,0.6633,1.13319,0.37124,0.00785,0.000957358,0.000957358,0.000957358
45,552.438,1.11687,0.43675,0.00561,0.96361,0.97676,0.99037,0.68848,1.09073,0.34697,0.00765,0.000940855,0.000940855,0.000940855
46,563.518,1.11967,0.47496,0.00527,0.97183,0.93,0.98545,0.67929,1.0618,0.35976,0.00749,0.000924352,0.000924352,0.000924352
47,574.497,1.11865,0.47884,0.00572,0.96339,0.96167,0.98742,0.65104,1.15573,0.37109,0.00779,0.000907848,0.000907848,0.000907848
48,585.492,1.15039,0.46581,0.00558,0.94896,0.98167,0.98335,0.7013,1.06024,0.35512,0.0071,0.000891345,0.000891345,0.000891345
49,596.56,1.09948,0.44629,0.00543,0.94539,0.972,0.98098,0.6861,1.08877,0.35494,0.00757,0.000874842,0.000874842,0.000874842
50,607.524,1.09641,0.43992,0.00535,0.95656,0.97,0.98881,0.6838,1.10885,0.3283,0.00734,0.000858338,0.000858338,0.000858338
51,618.539,1.18534,0.42525,0.00646,0.97577,0.97167,0.98384,0.68848,1.03005,0.29687,0.0071,0.000841835,0.000841835,0.000841835
52,629.574,1.11733,0.4131,0.00536,0.95805,0.97833,0.98836,0.68363,1.07336,0.33075,0.00743,0.000825332,0.000825332,0.000825332
53,640.58,1.06599,0.41432,0.00517,0.96767,0.97695,0.99089,0.68776,1.06178,0.30642,0.00723,0.000808828,0.000808828,0.000808828
54,651.625,1.07433,0.45255,0.00506,0.98372,0.96933,0.99262,0.69038,1.07081,0.3038,0.00755,0.000792325,0.000792325,0.000792325
55,662.583,1.108,0.42389,0.00495,0.97866,0.95585,0.98978,0.68444,1.11065,0.34027,0.00764,0.000775822,0.000775822,0.000775822
56,673.47,1.10247,0.41158,0.00545,0.94846,0.97917,0.99142,0.68905,1.06702,0.31186,0.00707,0.000759318,0.000759318,0.000759318
57,684.36,1.10509,0.42137,0.00486,0.96129,0.95978,0.98053,0.7011,1.02053,0.35015,0.00714,0.000742815,0.000742815,0.000742815
58,695.257,1.08791,0.44736,0.00528,0.96366,0.96643,0.98742,0.69002,1.06026,0.34377,0.0074,0.000726312,0.000726312,0.000726312
59,706.137,1.07712,0.41573,0.00507,0.96565,0.96605,0.99014,0.69185,1.03575,0.33898,0.00662,0.000709809,0.000709809,0.000709809
60,717.045,1.05756,0.42605,0.00544,0.96828,0.98086,0.99087,0.71113,0.99662,0.31768,0.00679,0.000693305,0.000693305,0.000693305
61,728.017,1.04357,0.41385,0.00487,0.95311,0.955,0.9881,0.69471,1.04782,0.34779,0.00697,0.000676802,0.000676802,0.000676802
62,738.956,1.0411,0.3736,0.00494,0.97982,0.94333,0.98988,0.71654,1.01645,0.31435,0.0068,0.000660299,0.000660299,0.000660299
63,749.972,1.04101,0.37722,0.0051,0.95709,0.98258,0.99113,0.7178,0.98603,0.30572,0.00654,0.000643795,0.000643795,0.000643795
64,760.933,0.99839,0.3557,0.00447,0.95099,0.97546,0.9893,0.70825,1.00438,0.31945,0.0066,0.000627292,0.000627292,0.000627292
65,771.807,1.04696,0.39404,0.005,0.97695,0.98,0.99091,0.70274,1.03625,0.30425,0.00688,0.000610789,0.000610789,0.000610789
66,782.695,1.00238,0.36499,0.00478,0.9465,0.98828,0.99002,0.71045,1.03807,0.3133,0.00754,0.000594286,0.000594286,0.000594286
67,793.586,0.99916,0.36216,0.00494,0.97944,0.96475,0.99114,0.71719,0.99835,0.30345,0.00666,0.000577782,0.000577782,0.000577782
68,804.483,0.92284,0.35996,0.00456,0.98242,0.96283,0.99084,0.71813,0.9818,0.29966,0.00655,0.000561279,0.000561279,0.000561279
69,815.46,0.99761,0.37319,0.00474,0.97557,0.97976,0.99271,0.72396,0.99996,0.28289,0.00657,0.000544776,0.000544776,0.000544776
70,826.414,0.99125,0.37015,0.00498,0.98457,0.97647,0.99313,0.70943,1.00979,0.30092,0.00666,0.000528272,0.000528272,0.000528272
71,837.341,1.02263,0.38169,0.00505,0.99175,0.97874,0.99326,0.71469,1.00974,0.28564,0.00679,0.000511769,0.000511769,0.000511769
72,848.365,0.94143,0.35916,0.00405,0.98666,0.96666,0.99312,0.72022,0.97686,0.27241,0.00662,0.000495266,0.000495266,0.000495266
73,859.365,0.99005,0.4006,0.00503,0.96686,0.98174,0.99353,0.72196,0.96347,0.27174,0.00663,0.000478762,0.000478762,0.000478762
74,870.357,1.00689,0.35886,0.00501,0.98679,0.95836,0.99242,0.71345,1.01799,0.29319,0.00694,0.000462259,0.000462259,0.000462259
75,881.349,0.97891,0.3396,0.00452,0.98021,0.968,0.99155,0.71198,1.00325,0.29961,0.00664,0.000445756,0.000445756,0.000445756
76,892.515,0.97772,0.36955,0.00444,0.97237,0.985,0.99112,0.72694,0.9566,0.28873,0.00622,0.000429253,0.000429253,0.000429253
77,903.72,0.95916,0.31968,0.00408,0.9631,0.97643,0.99192,0.71771,0.96223,0.28984,0.00622,0.000412749,0.000412749,0.000412749
78,914.788,0.94522,0.36119,0.00442,0.98961,0.96615,0.99243,0.71701,0.97553,0.27905,0.00633,0.000396246,0.000396246,0.000396246
79,925.876,0.92988,0.3435,0.00482,0.98132,0.97833,0.99191,0.71969,0.96169,0.28552,0.00605,0.000379743,0.000379743,0.000379743
80,936.925,0.93212,0.33541,0.00419,0.99087,0.98095,0.99245,0.73176,0.93218,0.27828,0.00582,0.000363239,0.000363239,0.000363239
81,948.105,0.91668,0.33026,0.00362,0.98999,0.97667,0.99266,0.71995,0.95377,0.27147,0.00626,0.000346736,0.000346736,0.000346736
82,959.252,0.96913,0.34299,0.00401,0.97412,0.99158,0.99198,0.72411,0.94255,0.2938,0.00609,0.000330233,0.000330233,0.000330233
83,970.636,0.95771,0.34312,0.00431,0.96396,0.9931,0.99243,0.72539,0.9632,0.26779,0.00641,0.000313729,0.000313729,0.000313729
84,981.831,0.90092,0.31382,0.0041,0.95518,0.985,0.99233,0.72671,0.95196,0.27818,0.00638,0.000297226,0.000297226,0.000297226
85,992.937,0.90189,0.32698,0.00395,0.99124,0.9677,0.99262,0.71672,0.98029,0.29905,0.00672,0.000280723,0.000280723,0.000280723
86,1003.95,0.89058,0.3261,0.00407,0.99175,0.96402,0.9927,0.71607,0.9596,0.28027,0.00643,0.00026422,0.00026422,0.00026422
87,1015,0.84484,0.30533,0.00379,0.99101,0.96621,0.99312,0.71108,0.9795,0.28154,0.0066,0.000247716,0.000247716,0.000247716
88,1026.1,0.90922,0.32056,0.0041,0.99057,0.97416,0.99368,0.70908,0.98285,0.2777,0.00648,0.000231213,0.000231213,0.000231213
89,1037.13,0.92142,0.33155,0.00406,0.97382,0.98418,0.99353,0.72079,0.96306,0.27242,0.00633,0.00021471,0.00021471,0.00021471
90,1048.16,0.96423,0.33755,0.00396,0.97246,0.98925,0.9936,0.72695,0.93718,0.26259,0.00604,0.000198206,0.000198206,0.000198206
91,1059.84,0.89399,0.28651,0.0043,0.96302,0.9958,0.9933,0.72104,0.95893,0.26445,0.00627,0.000181703,0.000181703,0.000181703
92,1070.85,0.87042,0.27936,0.00411,0.97728,0.98916,0.99393,0.71487,0.97745,0.27432,0.00641,0.0001652,0.0001652,0.0001652
93,1081.84,0.89867,0.28649,0.00419,0.98699,0.99001,0.99417,0.71594,0.9695,0.26801,0.00626,0.000148696,0.000148696,0.000148696
94,1092.9,0.83723,0.24949,0.00394,0.9861,1,0.99448,0.72982,0.95889,0.25466,0.0061,0.000132193,0.000132193,0.000132193
95,1103.91,0.82812,0.2512,0.00408,0.9799,0.99056,0.99429,0.73626,0.95221,0.2623,0.00605,0.00011569,0.00011569,0.00011569
96,1115.04,0.83951,0.25672,0.00419,0.98129,0.985,0.99433,0.72763,0.95928,0.25971,0.00607,9.91865e-05,9.91865e-05,9.91865e-05
97,1125.9,0.81262,0.25348,0.0036,0.98186,0.99378,0.99421,0.72422,0.96329,0.25618,0.00608,8.26832e-05,8.26832e-05,8.26832e-05
98,1136.74,0.83746,0.26798,0.00393,0.97345,1,0.99401,0.73405,0.9612,0.25531,0.00608,6.61799e-05,6.61799e-05,6.61799e-05
99,1147.6,0.78021,0.22998,0.00385,0.97166,1,0.99335,0.73146,0.95704,0.25904,0.00603,4.96766e-05,4.96766e-05,4.96766e-05
100,1158.53,0.84883,0.25441,0.00392,0.97385,0.99333,0.99383,0.73097,0.95577,0.25855,0.00601,3.31733e-05,3.31733e-05,3.31733e-05