Results/train/results.csv

epoch,time,train/box_loss,train/seg_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),metrics/precision(M),metrics/recall(M),metrics/mAP50(M),metrics/mAP50-95(M),val/box_loss,val/seg_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
1,65.6832,1.0186,1.64443,0.94096,1.15849,0.74101,0.733,0.72084,0.44816,0.75238,0.74372,0.72645,0.42316,1.20005,2.18971,1.11298,1.34095,0.00323529,0.00323529,0.00323529
2,120.553,0.98615,1.62452,0.89452,1.12033,0.79031,0.70554,0.68958,0.42893,0.75841,0.65419,0.66676,0.40616,1.26729,2.16593,1.20621,1.34804,0.00656538,0.00656538,0.00656538
3,174.368,1.05454,1.68091,0.93202,1.15365,0.57906,0.5567,0.51496,0.33382,0.60015,0.56443,0.53377,0.32479,1.32279,2.33115,1.47884,1.42873,0.00989216,0.00989216,0.00989216
4,228.175,1.03675,1.65104,0.95576,1.145,0.57467,0.46089,0.4165,0.27774,0.57554,0.43316,0.37606,0.24871,1.34724,2.9795,1.74991,1.39301,0.00998515,0.00998515,0.00998515
5,283.377,1.13784,1.81523,1.04308,1.20351,0.64612,0.597,0.58349,0.33339,0.61071,0.57865,0.52126,0.30905,1.36066,2.59922,1.49141,1.43156,0.0099802,0.0099802,0.0099802
6,338.798,1.05615,1.6662,1.01201,1.15976,0.67396,0.51654,0.51857,0.29394,0.67642,0.52179,0.49845,0.27926,1.5154,3.6498,1.68852,1.60662,0.00997525,0.00997525,0.00997525
7,396.184,1.09154,1.7149,0.97788,1.17196,0.72859,0.68779,0.66485,0.40055,0.76822,0.71904,0.71401,0.38435,1.22953,2.24817,1.25325,1.33361,0.0099703,0.0099703,0.0099703
8,450.16,1.10228,1.73521,1.02258,1.18104,0.75485,0.65127,0.66613,0.41102,0.7528,0.64902,0.66836,0.39603,1.24775,2.40052,1.27499,1.36801,0.00996535,0.00996535,0.00996535
9,503.267,1.08323,1.70206,0.98943,1.16387,0.7042,0.54958,0.54778,0.32136,0.69744,0.54958,0.56474,0.31011,1.46577,2.64148,1.59339,1.54929,0.0099604,0.0099604,0.0099604
10,558.523,1.12345,1.75574,1.0087,1.17761,0.74598,0.74776,0.71577,0.4267,0.72023,0.72659,0.69083,0.39563,1.21685,2.44391,1.1711,1.2993,0.00995545,0.00995545,0.00995545
11,615.177,1.08291,1.74764,0.9722,1.17758,0.72404,0.74972,0.68738,0.41842,0.74631,0.77065,0.723,0.40158,1.22696,2.14667,1.12885,1.3456,0.0099505,0.0099505,0.0099505
12,669.697,1.02488,1.69876,0.96471,1.1559,0.70369,0.77484,0.71023,0.42898,0.71382,0.78371,0.71853,0.41608,1.19848,2.01324,1.15632,1.34212,0.00994555,0.00994555,0.00994555
13,726.085,1.0794,1.71752,0.95133,1.17705,0.74908,0.67162,0.65413,0.40527,0.75124,0.67358,0.65182,0.38389,1.28738,2.06837,1.24443,1.37234,0.0099406,0.0099406,0.0099406
14,780.94,1.10663,1.7253,1.03124,1.17519,0.67607,0.63441,0.57087,0.35485,0.72318,0.66204,0.61388,0.36477,1.27963,2.19846,1.40305,1.39724,0.00993565,0.00993565,0.00993565
15,832.864,1.0781,1.66382,0.93775,1.15477,0.79331,0.75446,0.74697,0.44697,0.78161,0.78585,0.76955,0.43475,1.21263,2.37953,1.14838,1.3433,0.0099307,0.0099307,0.0099307
16,887.583,1.06334,1.66281,0.93106,1.15251,0.7513,0.60339,0.58255,0.37384,0.7513,0.60339,0.59028,0.35674,1.29095,2.57126,1.33143,1.41613,0.00992575,0.00992575,0.00992575
17,939.194,1.05553,1.68418,0.91426,1.13651,0.69972,0.77351,0.68117,0.39941,0.72582,0.77877,0.70647,0.3971,1.28557,2.23364,1.16158,1.35022,0.0099208,0.0099208,0.0099208
18,990.233,1.02973,1.59319,0.91531,1.12961,0.59593,0.70154,0.68921,0.42222,0.59671,0.7571,0.68004,0.40904,1.25808,2.23573,1.31764,1.36747,0.00991585,0.00991585,0.00991585
19,1047.37,1.05501,1.69727,0.92768,1.15854,0.71682,0.75924,0.71393,0.42028,0.70061,0.74365,0.69292,0.40996,1.23747,2.14854,1.26216,1.3631,0.0099109,0.0099109,0.0099109
20,1102.3,1.07346,1.72329,0.92849,1.17073,0.66654,0.74365,0.69269,0.42573,0.67786,0.75252,0.71652,0.40789,1.20673,2.28405,1.24115,1.32986,0.00990595,0.00990595,0.00990595
21,1153.68,1.03758,1.6715,0.91108,1.13929,0.73301,0.7439,0.70829,0.4446,0.7437,0.7746,0.71509,0.4135,1.17595,2.06005,1.09874,1.30038,0.009901,0.009901,0.009901
22,1207.66,1.04469,1.62974,0.92845,1.15912,0.80779,0.72367,0.74517,0.44346,0.80779,0.72367,0.74347,0.41554,1.24137,2.10374,1.10356,1.36577,0.00989605,0.00989605,0.00989605
23,1260.35,1.05334,1.69373,0.94293,1.14879,0.69352,0.75724,0.71974,0.41947,0.68674,0.74146,0.70094,0.39257,1.2073,2.19708,1.10644,1.31639,0.0098911,0.0098911,0.0098911
24,1313.45,1.01725,1.61725,0.90295,1.14315,0.68733,0.75102,0.66357,0.43022,0.68733,0.75102,0.66062,0.39436,1.15787,2.12773,1.12686,1.3198,0.00988615,0.00988615,0.00988615
25,1369.75,1.02519,1.65573,0.89623,1.14181,0.74447,0.69472,0.6374,0.39007,0.74447,0.69472,0.63935,0.35132,1.25291,2.15735,1.17885,1.36497,0.0098812,0.0098812,0.0098812
26,1424.78,0.99589,1.60908,0.86016,1.11516,0.71986,0.73916,0.70242,0.44069,0.71986,0.73916,0.69329,0.40505,1.2316,2.48978,1.15187,1.35706,0.00987625,0.00987625,0.00987625
27,1480.89,1.05164,1.64755,0.97333,1.15819,0.85792,0.7359,0.76941,0.47003,0.85792,0.7359,0.76177,0.4579,1.1877,2.10912,1.16088,1.32321,0.0098713,0.0098713,0.0098713
28,1533.57,1.03959,1.63882,0.91338,1.15726,0.72826,0.70797,0.71178,0.43352,0.7818,0.7296,0.7355,0.41556,1.24149,2.09649,1.16968,1.37669,0.00986635,0.00986635,0.00986635
29,1586.29,0.97469,1.53639,0.85484,1.10922,0.79919,0.69174,0.73206,0.46284,0.83919,0.72492,0.77623,0.44699,1.19983,2.20605,1.16702,1.3393,0.0098614,0.0098614,0.0098614
30,1638.06,0.96491,1.51051,0.85912,1.09864,0.77004,0.74559,0.73771,0.46124,0.76751,0.74335,0.74823,0.43564,1.14074,2.14377,1.10791,1.27119,0.00985645,0.00985645,0.00985645
31,1695.03,0.96902,1.46412,0.85764,1.1014,0.80777,0.76587,0.75096,0.46669,0.79317,0.75252,0.73201,0.43784,1.14745,2.24065,1.0599,1.30024,0.0098515,0.0098515,0.0098515
32,1749.04,1.0361,1.64302,0.93173,1.15764,0.83757,0.73951,0.76498,0.46509,0.83529,0.73727,0.75286,0.44289,1.16962,2.0519,1.08676,1.3088,0.00984655,0.00984655,0.00984655
33,1800.33,1.0059,1.52961,0.8381,1.13186,0.7509,0.77484,0.73434,0.44771,0.75121,0.7726,0.73918,0.42864,1.16911,2.07768,1.10549,1.31174,0.0098416,0.0098416,0.0098416
34,1856.05,0.99587,1.55016,0.86743,1.11328,0.78796,0.7992,0.76419,0.49509,0.80388,0.77425,0.74982,0.46834,1.13527,2.12436,1.02067,1.29351,0.00983665,0.00983665,0.00983665
35,1913.54,0.96855,1.60736,0.86923,1.12292,0.79182,0.80389,0.73107,0.45803,0.82729,0.80215,0.75247,0.43489,1.10619,1.97009,1.06026,1.27281,0.0098317,0.0098317,0.0098317
36,1964.52,0.93218,1.45473,0.81918,1.0791,0.8491,0.78381,0.76474,0.46249,0.84755,0.78156,0.73716,0.42985,1.20751,2.06312,1.0184,1.35935,0.00982675,0.00982675,0.00982675
37,2018.77,0.94059,1.50862,0.80687,1.08149,0.80776,0.82249,0.75206,0.45736,0.81821,0.80827,0.7505,0.44671,1.17514,2.12323,1.03882,1.33295,0.0098218,0.0098218,0.0098218
38,2074.65,0.96503,1.53486,0.85297,1.09859,0.7941,0.77858,0.71117,0.46398,0.81748,0.78852,0.7315,0.44363,1.19143,2.09361,1.03758,1.35814,0.00981685,0.00981685,0.00981685
39,2126.28,0.94625,1.50061,0.83747,1.09644,0.7636,0.80593,0.7331,0.4332,0.76295,0.78135,0.72201,0.40716,1.22067,2.20068,1.05417,1.37787,0.0098119,0.0098119,0.0098119
40,2180.93,0.97077,1.55064,0.8099,1.12217,0.77103,0.79095,0.72826,0.4708,0.82245,0.75476,0.75605,0.44885,1.1899,2.29389,1.02992,1.34922,0.00980695,0.00980695,0.00980695
41,2236.53,0.98678,1.44882,0.78687,1.12294,0.76027,0.78819,0.74198,0.45844,0.7711,0.7993,0.76053,0.4361,1.1772,2.128,1.01228,1.29506,0.009802,0.009802,0.009802
42,2291.67,0.99849,1.57446,0.85786,1.12614,0.71308,0.77035,0.69727,0.42181,0.71379,0.79252,0.70061,0.40452,1.20457,2.14702,1.13661,1.33888,0.00979705,0.00979705,0.00979705
43,2348.1,0.92788,1.42214,0.74558,1.08038,0.77039,0.80046,0.73914,0.44386,0.77251,0.80271,0.74264,0.44393,1.21316,2.04371,1.10079,1.36813,0.0097921,0.0097921,0.0097921
44,2399.94,0.9485,1.44103,0.82151,1.09123,0.76799,0.77721,0.72072,0.45036,0.76799,0.77721,0.71999,0.43021,1.17685,2.04087,1.08475,1.30639,0.00978715,0.00978715,0.00978715
45,2456.39,0.95159,1.52717,0.77732,1.08709,0.79126,0.78641,0.72504,0.44475,0.80309,0.79752,0.74002,0.43907,1.19121,2.07134,1.07414,1.33497,0.0097822,0.0097822,0.0097822
46,2509.08,0.93146,1.45613,0.82933,1.08718,0.79795,0.76577,0.72499,0.45722,0.80056,0.76258,0.71975,0.44406,1.18421,2.20154,1.03374,1.34165,0.00977725,0.00977725,0.00977725
47,2562.35,0.91125,1.4134,0.76975,1.086,0.82598,0.74218,0.7185,0.44205,0.82768,0.73962,0.7199,0.42032,1.21725,2.17968,1.08312,1.35954,0.0097723,0.0097723,0.0097723
48,2614.84,0.92521,1.45984,0.79725,1.07456,0.71447,0.73926,0.69123,0.44284,0.69909,0.72591,0.68414,0.40278,1.1928,2.33849,1.10801,1.35758,0.00976735,0.00976735,0.00976735
49,2666.22,0.95507,1.48248,0.80689,1.09678,0.79822,0.7148,0.70052,0.4554,0.76846,0.70369,0.67453,0.42404,1.13593,2.32478,1.06274,1.28593,0.0097624,0.0097624,0.0097624
50,2720.47,0.8943,1.40698,0.72743,1.07255,0.74611,0.75342,0.70165,0.44749,0.76958,0.77533,0.72296,0.43421,1.16175,2.14638,1.02478,1.33329,0.00975745,0.00975745,0.00975745
51,2774.38,0.92887,1.51522,0.79851,1.07874,0.75613,0.80144,0.73021,0.48713,0.7698,0.79151,0.73829,0.46352,1.14289,2.02185,1.04956,1.31981,0.0097525,0.0097525,0.0097525
52,2828.72,0.9068,1.42359,0.74532,1.07885,0.76148,0.71021,0.7143,0.4622,0.77819,0.71908,0.69762,0.44723,1.175,2.1801,1.0333,1.34282,0.00974755,0.00974755,0.00974755
53,2882.52,0.91125,1.40665,0.76268,1.05442,0.82442,0.76353,0.72588,0.43926,0.83496,0.7724,0.73583,0.41847,1.1896,2.23566,1.06242,1.34944,0.0097426,0.0097426,0.0097426
54,2939.04,0.8853,1.38966,0.73225,1.05703,0.75252,0.76811,0.71043,0.4446,0.78582,0.80144,0.7249,0.42436,1.17808,2.13976,1.02141,1.33492,0.00973765,0.00973765,0.00973765
55,2994.5,0.90235,1.4092,0.75606,1.05255,0.7874,0.82652,0.74455,0.44222,0.7874,0.82652,0.74425,0.42103,1.18896,2.13912,1.01546,1.35931,0.0097327,0.0097327,0.0097327
56,3049.3,0.8869,1.3899,0.72526,1.0459,0.82209,0.71809,0.70032,0.4273,0.84803,0.74004,0.73016,0.41811,1.19874,2.16212,1.14818,1.34946,0.00972775,0.00972775,0.00972775
57,3104.41,0.88554,1.35905,0.76126,1.05536,0.75627,0.70359,0.66589,0.39787,0.78107,0.72357,0.68369,0.39679,1.24514,2.21925,1.10743,1.4298,0.0097228,0.0097228,0.0097228
58,3156.24,0.92293,1.4088,0.74418,1.08133,0.79322,0.75924,0.6949,0.42873,0.79125,0.757,0.69128,0.41178,1.17741,2.19762,1.09629,1.36056,0.00971785,0.00971785,0.00971785
59,3209.2,0.90725,1.40762,0.74184,1.06338,0.75157,0.76175,0.70856,0.47184,0.75157,0.76175,0.72642,0.44586,1.12713,2.10642,1.09454,1.31288,0.0097129,0.0097129,0.0097129
60,3265.32,0.90437,1.46706,0.7895,1.06683,0.7491,0.78083,0.70702,0.43474,0.74698,0.77907,0.70175,0.4172,1.17416,2.36383,1.00983,1.33706,0.00970795,0.00970795,0.00970795
61,3320.79,0.87425,1.39721,0.7285,1.06976,0.73967,0.72152,0.68371,0.44595,0.75742,0.76604,0.7145,0.42798,1.19495,2.22377,1.10557,1.34241,0.009703,0.009703,0.009703
62,3375.46,0.90039,1.36405,0.74359,1.07207,0.74361,0.7158,0.66887,0.4312,0.75736,0.72975,0.68698,0.42123,1.16242,2.1294,1.11208,1.34419,0.00969805,0.00969805,0.00969805
63,3430.81,0.88467,1.45236,0.73062,1.062,0.84569,0.72795,0.72558,0.45255,0.84569,0.72795,0.72376,0.43462,1.17546,2.10627,1.04,1.3512,0.0096931,0.0096931,0.0096931
64,3486.07,0.87087,1.42304,0.71961,1.06081,0.825,0.74355,0.73611,0.47335,0.79516,0.757,0.72433,0.45226,1.14429,2.06956,0.98621,1.30991,0.00968815,0.00968815,0.00968815
65,3542.95,0.86169,1.36293,0.71019,1.04769,0.76742,0.7766,0.70215,0.43911,0.77866,0.78763,0.71525,0.40792,1.19836,2.07153,1.05913,1.32229,0.0096832,0.0096832,0.0096832
66,3595.71,0.87456,1.31684,0.71427,1.05611,0.75549,0.77708,0.76361,0.47166,0.73683,0.76435,0.75177,0.44887,1.17312,2.08569,1.04356,1.33095,0.00967825,0.00967825,0.00967825
67,3648.48,0.87018,1.33783,0.72428,1.06438,0.79974,0.75852,0.73569,0.45518,0.8117,0.7695,0.7435,0.44258,1.18994,2.18415,1.04389,1.34111,0.0096733,0.0096733,0.0096733
68,3703.61,0.88038,1.37411,0.73712,1.07186,0.79314,0.79104,0.76131,0.46432,0.79082,0.7888,0.74711,0.44873,1.17427,2.17971,1.05088,1.32693,0.00966835,0.00966835,0.00966835
69,3761.21,0.8714,1.30973,0.68262,1.03676,0.82054,0.76363,0.76016,0.448,0.82129,0.75914,0.74697,0.4309,1.20257,2.09681,1.00914,1.37924,0.0096634,0.0096634,0.0096634
70,3817.59,0.87341,1.38717,0.73456,1.053,0.79951,0.77326,0.73853,0.44943,0.79533,0.77614,0.72934,0.4214,1.19041,2.31917,1.02147,1.34904,0.00965845,0.00965845,0.00965845
71,3870.55,0.87075,1.35065,0.71663,1.03964,0.82666,0.78976,0.76663,0.43805,0.83746,0.79803,0.78499,0.42804,1.2504,2.29726,1.12644,1.39904,0.0096535,0.0096535,0.0096535
72,3923.83,0.86091,1.3873,0.73429,1.04678,0.83118,0.72815,0.75004,0.47169,0.79859,0.77557,0.75933,0.44763,1.17188,2.12853,1.06903,1.35035,0.00964855,0.00964855,0.00964855
73,3976,0.82491,1.2841,0.6619,1.033,0.7539,0.78829,0.71255,0.45453,0.76329,0.79716,0.72253,0.42855,1.1651,2.18839,1.02474,1.33023,0.0096436,0.0096436,0.0096436
74,4031.99,0.83294,1.30627,0.70695,1.05049,0.77319,0.80144,0.74594,0.47512,0.77319,0.80144,0.71746,0.43635,1.16694,2.21056,1.026,1.35686,0.00963865,0.00963865,0.00963865
75,4088.93,0.83811,1.29485,0.70173,1.03708,0.82821,0.78809,0.72144,0.45062,0.83833,0.79696,0.74606,0.42643,1.164,2.18219,1.10814,1.31662,0.0096337,0.0096337,0.0096337
76,4145.04,0.82582,1.25692,0.68768,1.03549,0.78618,0.79236,0.71777,0.45435,0.78605,0.79087,0.72096,0.45309,1.19327,2.19779,1.05641,1.33352,0.00962875,0.00962875,0.00962875
77,4202.28,0.83614,1.29088,0.66076,1.04443,0.83354,0.77692,0.74278,0.45781,0.83354,0.77692,0.74467,0.44335,1.20372,2.14159,1.07808,1.36115,0.0096238,0.0096238,0.0096238
78,4258.55,0.85648,1.31504,0.69127,1.0457,0.7972,0.80023,0.7275,0.44837,0.77325,0.77922,0.6872,0.41784,1.19958,2.28308,1.0657,1.34707,0.00961885,0.00961885,0.00961885
79,4312.08,0.84198,1.30811,0.67331,1.03325,0.80238,0.77145,0.70821,0.44437,0.82716,0.79472,0.74582,0.43216,1.18288,2.15663,1.04851,1.35492,0.0096139,0.0096139,0.0096139
80,4362.37,0.86174,1.33391,0.70641,1.06397,0.78892,0.76594,0.70791,0.44904,0.82288,0.75805,0.7069,0.42362,1.1682,2.14243,1.03993,1.34286,0.00960895,0.00960895,0.00960895
81,4413.99,0.86903,1.33041,0.68704,1.06147,0.81494,0.75413,0.73848,0.4628,0.81269,0.75188,0.73543,0.44738,1.17965,2.13124,1.04408,1.33874,0.009604,0.009604,0.009604
82,4464.6,0.83529,1.29144,0.67495,1.04369,0.80191,0.76797,0.71971,0.44781,0.81187,0.77246,0.72823,0.42347,1.18788,2.22982,1.03612,1.36065,0.00959905,0.00959905,0.00959905
83,4517.64,0.82425,1.27808,0.68428,1.0237,0.77322,0.79577,0.69716,0.44527,0.79249,0.81256,0.72849,0.4296,1.15205,2.12603,1.00036,1.32034,0.0095941,0.0095941,0.0095941
84,4574.61,0.83994,1.28846,0.67104,1.04908,0.78428,0.78451,0.71941,0.45087,0.79611,0.79562,0.72029,0.43685,1.18186,2.19798,0.99863,1.3418,0.00958915,0.00958915,0.00958915
85,4630.54,0.83948,1.24472,0.65469,1.03822,0.77856,0.7802,0.75039,0.46133,0.78855,0.78858,0.75107,0.4372,1.19123,2.08965,1.03495,1.35576,0.0095842,0.0095842,0.0095842
86,4682.02,0.83334,1.31636,0.67973,1.02236,0.71984,0.76148,0.67958,0.43981,0.73019,0.7726,0.67658,0.42002,1.17048,2.12383,1.05627,1.33696,0.00957925,0.00957925,0.00957925
87,4734.63,0.83848,1.30359,0.67974,1.04814,0.77728,0.75262,0.71737,0.45254,0.75088,0.75037,0.70264,0.43943,1.16042,2.19813,1.08479,1.34322,0.0095743,0.0095743,0.0095743
88,4790.32,0.79828,1.22848,0.64909,1.00794,0.79137,0.74813,0.69207,0.43519,0.78918,0.74589,0.69142,0.41733,1.16445,2.23656,1.07936,1.36817,0.00956935,0.00956935,0.00956935
89,4841.66,0.84298,1.37899,0.68892,1.05086,0.79495,0.72795,0.71569,0.46736,0.78471,0.76577,0.72747,0.44784,1.16804,2.21294,1.06755,1.34773,0.0095644,0.0095644,0.0095644
90,4897.32,0.82838,1.28811,0.64453,1.0244,0.80948,0.78146,0.69959,0.44633,0.83389,0.79652,0.73545,0.42889,1.20318,2.16968,1.03979,1.40291,0.00955945,0.00955945,0.00955945
91,4952.47,0.81136,1.33901,0.67339,1.02074,0.73413,0.79026,0.69295,0.42293,0.73981,0.81448,0.70302,0.41404,1.21462,2.21769,1.09198,1.39593,0.0095545,0.0095545,0.0095545
92,5005.11,0.80578,1.23629,0.65566,0.99751,0.76934,0.81004,0.7064,0.43378,0.79391,0.79967,0.72677,0.421,1.21163,2.37615,1.02604,1.3885,0.00954955,0.00954955,0.00954955
93,5057.48,0.77874,1.24586,0.61963,0.99437,0.79547,0.76143,0.709,0.46829,0.81823,0.781,0.74323,0.46081,1.18656,2.45224,1.04011,1.36069,0.0095446,0.0095446,0.0095446
94,5111.33,0.78507,1.26404,0.63386,1.01616,0.80288,0.80997,0.74524,0.47934,0.80194,0.81701,0.75922,0.4695,1.16854,2.27705,0.99734,1.36083,0.00953965,0.00953965,0.00953965
95,5164.38,0.81913,1.30913,0.67171,1.03841,0.77445,0.69443,0.66186,0.42486,0.80374,0.71545,0.71442,0.41749,1.19366,2.26383,1.08746,1.41376,0.0095347,0.0095347,0.0095347
96,5214.88,0.792,1.1996,0.62747,1.01812,0.82851,0.69696,0.71869,0.47324,0.86048,0.71918,0.74182,0.45121,1.1665,2.17409,1.08861,1.3579,0.00952975,0.00952975,0.00952975
97,5265.38,0.81754,1.24753,0.65042,1.02026,0.78458,0.78075,0.72577,0.46826,0.79589,0.79178,0.72924,0.43966,1.13598,2.15172,1.08159,1.33877,0.0095248,0.0095248,0.0095248
98,5316.42,0.78175,1.21354,0.62556,1.01197,0.77421,0.7422,0.73002,0.4651,0.81006,0.77329,0.7612,0.45423,1.1878,2.26531,1.09844,1.37457,0.00951985,0.00951985,0.00951985
99,5370.82,0.82228,1.26661,0.66825,1.04285,0.80742,0.78968,0.74211,0.45524,0.80531,0.78744,0.75351,0.43745,1.18813,2.19999,1.10499,1.37029,0.0095149,0.0095149,0.0095149
100,5426.43,0.78856,1.24905,0.64431,1.02206,0.82732,0.77487,0.74804,0.45779,0.82732,0.77487,0.7474,0.43112,1.15762,2.10173,1.0676,1.34944,0.00950995,0.00950995,0.00950995
101,5483.12,0.79029,1.18148,0.63506,1.01689,0.80457,0.75715,0.7191,0.46245,0.84345,0.77698,0.74719,0.44862,1.15279,2.25065,1.03988,1.36639,0.009505,0.009505,0.009505
102,5537.04,0.76046,1.22959,0.6002,0.99427,0.79941,0.78334,0.74001,0.48614,0.82244,0.82133,0.77967,0.46151,1.12819,2.3082,1.03015,1.3193,0.00950005,0.00950005,0.00950005
103,5593.07,0.77584,1.1897,0.60593,1.01071,0.76288,0.77932,0.70815,0.45964,0.78636,0.7993,0.73796,0.43052,1.13266,2.28472,1.03544,1.34473,0.0094951,0.0094951,0.0094951
104,5647.04,0.79629,1.27297,0.63126,1.0294,0.75193,0.81929,0.74031,0.48755,0.73905,0.79424,0.7203,0.45409,1.12089,2.26074,1.04812,1.32388,0.00949015,0.00949015,0.00949015
105,5703.03,0.76495,1.13812,0.60134,0.99603,0.73838,0.76821,0.72154,0.47617,0.73634,0.76597,0.72878,0.45494,1.14313,2.23099,1.04112,1.3637,0.0094852,0.0094852,0.0094852
106,5759.09,0.77268,1.24094,0.60298,0.99715,0.73719,0.76148,0.68421,0.45814,0.73497,0.75924,0.67501,0.44162,1.13341,2.25125,1.08656,1.38568,0.00948025,0.00948025,0.00948025
107,5811.33,0.78372,1.25012,0.61656,1.00877,0.73421,0.73063,0.68564,0.45745,0.76413,0.75757,0.704,0.44234,1.19151,2.2165,1.04078,1.40448,0.0094753,0.0094753,0.0094753
108,5867.17,0.76682,1.22669,0.59721,0.99663,0.77551,0.75838,0.70269,0.47186,0.79777,0.77803,0.72971,0.45497,1.15333,2.3169,1.02098,1.39992,0.00947035,0.00947035,0.00947035
109,5922.53,0.78823,1.24028,0.60763,1.00114,0.78112,0.73692,0.71239,0.45763,0.80887,0.76139,0.73391,0.42697,1.18061,2.18034,1.07407,1.3858,0.0094654,0.0094654,0.0094654
110,5976.21,0.78334,1.17819,0.59361,1.01643,0.78203,0.78692,0.73064,0.4575,0.79083,0.79553,0.74929,0.43512,1.17534,2.25241,1.12271,1.38112,0.00946045,0.00946045,0.00946045
111,6030.68,0.75317,1.15067,0.59122,0.99817,0.78458,0.79605,0.75092,0.45218,0.79845,0.74813,0.72643,0.433,1.15575,2.21843,1.10932,1.33214,0.0094555,0.0094555,0.0094555
112,6083.94,0.75152,1.21273,0.60274,0.98713,0.76217,0.78616,0.72361,0.45941,0.79192,0.79937,0.74159,0.44178,1.19605,2.304,1.02011,1.38903,0.00945055,0.00945055,0.00945055
113,6137.58,0.76523,1.15624,0.60182,0.99947,0.76291,0.74083,0.69803,0.44493,0.75592,0.73254,0.69569,0.43853,1.17981,2.22937,1.06427,1.40556,0.0094456,0.0094456,0.0094456
114,6190.38,0.75854,1.19624,0.59976,1.0034,0.7535,0.80593,0.73765,0.43154,0.75876,0.80817,0.74329,0.44169,1.1931,2.34073,1.03653,1.34788,0.00944065,0.00944065,0.00944065
115,6245.59,0.7628,1.21744,0.60993,0.98476,0.72428,0.74557,0.68807,0.43851,0.72928,0.73869,0.68183,0.41379,1.15868,2.39397,1.03921,1.36545,0.0094357,0.0094357,0.0094357
116,6300.18,0.76644,1.19774,0.61645,1.00316,0.77206,0.76867,0.72117,0.46284,0.75829,0.75585,0.70916,0.43345,1.16389,2.46131,1.02808,1.37255,0.00943075,0.00943075,0.00943075
117,6353.27,0.73152,1.15175,0.57881,0.98292,0.74812,0.75486,0.7128,0.47537,0.75778,0.76373,0.7215,0.45564,1.17534,2.31533,1.07786,1.37713,0.0094258,0.0094258,0.0094258
118,6408.24,0.73577,1.18545,0.56991,0.98798,0.80064,0.77035,0.72742,0.46972,0.79074,0.7993,0.74349,0.45017,1.21636,2.29811,1.07899,1.38411,0.00942085,0.00942085,0.00942085
119,6465.13,0.7364,1.15308,0.58266,0.99383,0.77675,0.79336,0.71859,0.4575,0.76689,0.79258,0.70347,0.43098,1.18953,2.39684,1.04813,1.391,0.0094159,0.0094159,0.0094159
120,6519.68,0.73768,1.14376,0.57379,0.9718,0.80485,0.7148,0.67143,0.40961,0.76142,0.68146,0.61455,0.38995,1.21823,2.37628,1.11298,1.41401,0.00941095,0.00941095,0.00941095
121,6575.63,0.73405,1.18856,0.57667,0.97817,0.80081,0.78146,0.70723,0.45483,0.82247,0.80144,0.7327,0.43443,1.1981,2.42567,1.0444,1.4304,0.009406,0.009406,0.009406
122,6631.5,0.74043,1.17117,0.56985,0.97693,0.81515,0.74522,0.75546,0.48284,0.80365,0.73468,0.73902,0.45789,1.14477,2.32514,1.02027,1.36255,0.00940105,0.00940105,0.00940105
123,6683.33,0.71667,1.14491,0.5667,0.96512,0.81335,0.70037,0.69086,0.42623,0.79615,0.68774,0.67572,0.4188,1.19385,2.3171,1.14095,1.40904,0.0093961,0.0093961,0.0093961
124,6734.31,0.76011,1.1769,0.57655,0.9897,0.79046,0.78581,0.72657,0.46159,0.78835,0.78356,0.71877,0.44418,1.16585,2.33252,1.06819,1.39726,0.00939115,0.00939115,0.00939115
125,6790.75,0.74995,1.20983,0.5867,0.9961,0.74877,0.77068,0.73239,0.47809,0.7991,0.77045,0.74567,0.4659,1.15695,2.29237,1.04161,1.36191,0.0093862,0.0093862,0.0093862
126,6846.62,0.72115,1.10619,0.53999,0.99498,0.79508,0.78361,0.7291,0.45585,0.81538,0.77493,0.73916,0.45237,1.16691,2.32479,0.98462,1.3807,0.00938125,0.00938125,0.00938125
127,6899.18,0.73055,1.13895,0.53969,0.98259,0.81674,0.7396,0.72378,0.46002,0.81448,0.73735,0.71832,0.44676,1.16861,2.35929,1.04632,1.36796,0.0093763,0.0093763,0.0093763
128,6952.31,0.7322,1.17312,0.55641,0.97313,0.78121,0.80073,0.7521,0.46774,0.77898,0.79849,0.74167,0.45495,1.22195,2.40056,1.02894,1.39849,0.00937135,0.00937135,0.00937135
129,7003.71,0.72433,1.11458,0.56093,0.98571,0.77139,0.78405,0.71818,0.44409,0.76301,0.77546,0.71399,0.43933,1.21883,2.249,1.06854,1.41735,0.0093664,0.0093664,0.0093664
130,7059.85,0.72903,1.13506,0.54698,0.97207,0.83346,0.71031,0.71663,0.44259,0.83574,0.71256,0.69597,0.43125,1.18659,2.23,1.08967,1.40922,0.00936145,0.00936145,0.00936145
131,7116.18,0.73191,1.14561,0.5709,0.99427,0.82704,0.78704,0.74996,0.47546,0.82704,0.78704,0.74756,0.46718,1.17812,2.21339,1.03915,1.41616,0.0093565,0.0093565,0.0093565
132,7173.75,0.73288,1.16734,0.54373,0.97735,0.77815,0.7819,0.7243,0.4587,0.80373,0.80379,0.7546,0.44935,1.13164,2.27428,1.0209,1.36031,0.00935155,0.00935155,0.00935155
133,7227.56,0.72364,1.14316,0.54663,0.97044,0.7995,0.78709,0.72133,0.45493,0.80962,0.79587,0.73514,0.44885,1.15722,2.31886,0.99417,1.38537,0.0093466,0.0093466,0.0093466
134,7282.58,0.75995,1.20096,0.59682,1.00006,0.80755,0.79706,0.73375,0.46676,0.81788,0.80593,0.74293,0.459,1.18183,2.22683,1.02827,1.39922,0.00934165,0.00934165,0.00934165