yolo11s/results.csv

epoch,time,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
1,11.8004,1.46382,4.01894,1.69483,0.29374,0.32125,0.31334,0.19514,0.87145,3.41861,1.28465,0.000232826,0.000232826,0.000232826
2,17.9532,1.03982,2.17871,1.3612,0.73235,0.61413,0.70766,0.48848,0.97546,1.73309,1.54145,0.000468495,0.000468495,0.000468495
3,23.9872,0.99021,1.81679,1.3068,0.69888,0.1885,0.246,0.1316,1.52201,3.35365,1.85725,0.000701809,0.000701809,0.000701809
4,30.0049,0.97902,1.62336,1.30023,0.29135,0.36603,0.31349,0.21028,0.93675,3.57613,1.41075,0.000703397,0.000703397,0.000703397
5,35.9319,0.98496,1.52618,1.29944,0.66691,0.61029,0.62402,0.42755,0.92381,1.93832,1.34026,0.000699863,0.000699863,0.000699863
6,41.9621,0.98691,1.60619,1.30509,0.5201,0.32629,0.36505,0.26192,1.16361,1.72438,1.72359,0.000696328,0.000696328,0.000696328
7,47.9304,0.92105,1.47257,1.24544,0.41885,0.48806,0.48895,0.3413,0.87363,1.27791,1.26843,0.000692794,0.000692794,0.000692794
8,53.8898,0.91931,1.40628,1.24507,0.67488,0.67628,0.64611,0.35498,0.96548,1.32438,1.40279,0.00068926,0.00068926,0.00068926
9,59.9003,0.91427,1.35286,1.29924,0.0482,0.49813,0.09918,0.04571,2.53781,4.26491,3.04987,0.000685726,0.000685726,0.000685726
10,65.9642,0.97591,1.39625,1.30729,0.81362,0.47321,0.55311,0.35608,1.1602,1.84102,1.98164,0.000682191,0.000682191,0.000682191
11,71.905,0.91632,1.29322,1.26746,0.69596,0.68011,0.83448,0.66342,0.58791,0.68374,1.04407,0.000678657,0.000678657,0.000678657
12,77.9308,0.78935,1.17538,1.18307,0.90481,0.65668,0.86748,0.74363,0.55671,0.83963,0.99892,0.000675123,0.000675123,0.000675123
13,83.7569,0.76537,1.0853,1.12767,0.8528,0.5356,0.62775,0.48444,0.66895,0.83666,1.07463,0.000671588,0.000671588,0.000671588
14,89.766,0.76011,1.159,1.16727,0.5986,0.62737,0.62044,0.43463,1.16663,1.71192,1.74706,0.000668054,0.000668054,0.000668054
15,95.7101,0.78878,1.14189,1.14554,0.62318,0.77068,0.65337,0.53982,0.53245,0.8825,1.00271,0.00066452,0.00066452,0.00066452
16,101.741,0.75276,1.04985,1.14312,0.78096,0.82418,0.90538,0.80683,0.52761,0.66591,0.99439,0.000660986,0.000660986,0.000660986
17,108.041,0.76766,1.05987,1.1872,0.92072,0.89818,0.95837,0.80788,0.57614,0.62257,1.01472,0.000657451,0.000657451,0.000657451
18,114.052,0.79059,1.09087,1.16644,0.88683,0.90027,0.97749,0.84857,0.48049,0.4847,0.9487,0.000653917,0.000653917,0.000653917
19,119.98,0.75344,1.04165,1.15591,0.87827,0.87008,0.94425,0.77764,0.52023,0.66869,0.96954,0.000650383,0.000650383,0.000650383
20,126.008,0.74063,0.98949,1.16427,0.70284,0.5999,0.6915,0.51556,0.6521,1.07207,1.13832,0.000646848,0.000646848,0.000646848
21,131.906,0.70635,1.02121,1.13556,0.83564,0.83948,0.85866,0.75841,0.49993,0.67929,0.97872,0.000643314,0.000643314,0.000643314
22,137.82,0.69423,0.93117,1.10347,0.65676,0.94867,0.79207,0.6724,0.49029,0.6353,0.97173,0.00063978,0.00063978,0.00063978
23,143.799,0.69653,0.93983,1.12443,0.84782,0.63839,0.86547,0.60726,0.78163,1.18699,1.21611,0.000636245,0.000636245,0.000636245
24,149.688,0.64944,0.95212,1.09066,0.53737,0.55778,0.37848,0.22312,1.38178,2.37793,2.08092,0.000632711,0.000632711,0.000632711
25,155.661,0.63655,0.90563,1.09137,0.79212,0.78527,0.93909,0.81892,0.43539,0.54087,0.92759,0.000629177,0.000629177,0.000629177
26,161.689,0.68508,0.91336,1.12407,0.76652,0.77336,0.78905,0.62078,0.58131,0.71301,1.0401,0.000625642,0.000625642,0.000625642
27,167.644,0.63109,0.80904,1.09195,0.92336,0.89329,0.95705,0.76492,0.46924,0.477,0.93757,0.000622108,0.000622108,0.000622108
28,173.577,0.67926,0.94701,1.14524,0.87054,0.84016,0.87225,0.73294,0.45307,0.53788,0.92303,0.000618574,0.000618574,0.000618574
29,179.469,0.63818,0.85854,1.09617,0.88593,0.90772,0.94667,0.79512,0.41501,0.44982,0.90214,0.00061504,0.00061504,0.00061504
30,185.426,0.5873,0.85376,1.03865,0.94413,0.63623,0.70016,0.56195,0.47908,0.57267,0.97047,0.000611505,0.000611505,0.000611505
31,191.378,0.6564,0.90225,1.11131,0.63032,0.49347,0.49232,0.34746,0.76707,2.20784,1.17949,0.000607971,0.000607971,0.000607971
32,197.342,0.57397,0.74234,1.012,0.50124,0.79761,0.55755,0.45863,0.51518,1.79119,0.96831,0.000604437,0.000604437,0.000604437
33,203.246,0.65936,0.82438,1.10173,0.1416,0.1174,0.07827,0.03887,2.90289,4.38769,4.30627,0.000600902,0.000600902,0.000600902
34,209.21,0.62516,0.83933,1.05687,0.87853,0.8302,0.93019,0.76449,0.52594,0.70952,1.01572,0.000597368,0.000597368,0.000597368
35,215.238,0.57997,0.75581,1.06035,0.64908,0.90476,0.92181,0.77584,0.45496,0.7553,0.92407,0.000593834,0.000593834,0.000593834
36,221.303,0.56641,0.77713,1.03898,0.8564,0.88219,0.93049,0.78046,0.47855,0.59487,0.91856,0.0005903,0.0005903,0.0005903
37,227.28,0.62589,0.79486,1.0424,0.68518,0.75857,0.66045,0.52315,0.682,1.03677,1.16745,0.000586765,0.000586765,0.000586765
38,233.216,0.60052,0.78342,1.08087,0.9127,0.94582,0.96794,0.89605,0.39672,0.3957,0.89762,0.000583231,0.000583231,0.000583231
39,239.285,0.61483,0.85208,1.07212,0.82128,0.91448,0.90742,0.82095,0.4483,0.43499,0.93975,0.000579697,0.000579697,0.000579697
40,245.302,0.63812,0.84957,1.07229,0.90988,0.87893,0.94794,0.85371,0.39765,0.4803,0.8835,0.000576162,0.000576162,0.000576162
41,251.152,0.60368,0.75262,1.06607,0.85676,0.85852,0.91515,0.70384,0.82966,0.71964,1.37108,0.000572628,0.000572628,0.000572628
42,257.144,0.58498,0.8132,1.05515,0.81933,0.75635,0.89408,0.691,0.7271,0.85542,1.15715,0.000569094,0.000569094,0.000569094
43,263.136,0.60241,0.76931,1.04488,0.89096,0.61981,0.72877,0.63047,0.44725,0.54639,0.92975,0.000565559,0.000565559,0.000565559
44,269.037,0.59703,0.70366,1.04235,0.789,0.77387,0.75376,0.61716,0.49836,0.58884,0.95201,0.000562025,0.000562025,0.000562025
45,275.07,0.59784,0.74324,1.05121,0.86824,0.60701,0.68936,0.61155,0.47139,0.5901,0.96373,0.000558491,0.000558491,0.000558491
46,281.052,0.58457,0.79541,1.03393,0.55627,0.84751,0.62806,0.48502,0.80356,1.42676,1.30522,0.000554956,0.000554956,0.000554956
47,287.05,0.58764,0.75125,1.01878,0.61913,0.80545,0.65318,0.48357,0.78602,1.18269,1.26145,0.000551422,0.000551422,0.000551422
48,292.9,0.55707,0.72511,0.99578,0.91164,0.92057,0.95299,0.84887,0.44605,0.43898,0.91619,0.000547888,0.000547888,0.000547888
49,298.748,0.55795,0.71088,1.02524,0.70935,0.79724,0.63093,0.53542,0.53673,0.76607,0.99776,0.000544354,0.000544354,0.000544354
50,304.601,0.49967,0.66591,1.00661,0.91373,0.89004,0.95966,0.8783,0.39982,0.40811,0.88426,0.000540819,0.000540819,0.000540819
51,310.384,0.54889,0.72368,1.03096,0.89362,0.92919,0.95868,0.86547,0.40683,0.40508,0.89949,0.000537285,0.000537285,0.000537285
52,316.18,0.53021,0.67194,1.0205,0.86517,0.93408,0.94912,0.80253,0.41614,0.55867,0.92011,0.000533751,0.000533751,0.000533751
53,322.224,0.54126,0.66649,1.00531,0.75139,0.81491,0.79484,0.64736,0.52338,0.72291,1.034,0.000530216,0.000530216,0.000530216
54,328.168,0.56736,0.67975,1.0121,0.92224,0.95709,0.95807,0.84481,0.30627,0.31584,0.84758,0.000526682,0.000526682,0.000526682
55,334.123,0.52275,0.65228,1.00707,0.82055,0.78667,0.913,0.66401,0.65641,0.78026,1.1717,0.000523148,0.000523148,0.000523148
56,340.175,0.49641,0.63766,0.97902,0.88699,0.90195,0.93343,0.85129,0.37951,0.35038,0.89205,0.000519613,0.000519613,0.000519613
57,346.198,0.51655,0.62666,1.01859,0.9547,0.84577,0.9214,0.81824,0.41439,0.54596,0.88925,0.000516079,0.000516079,0.000516079
58,352.214,0.52911,0.66244,1.0167,0.91527,0.92169,0.96212,0.83352,0.35721,0.37734,0.84965,0.000512545,0.000512545,0.000512545
59,358.121,0.52369,0.66496,1.02266,0.91651,0.90655,0.9515,0.83712,0.41586,0.40031,0.93423,0.000509011,0.000509011,0.000509011
60,364.166,0.53636,0.67446,1.02647,0.73289,0.94719,0.95249,0.84617,0.34453,0.35779,0.86163,0.000505476,0.000505476,0.000505476
61,370.013,0.5489,0.69632,1.01763,0.85581,0.87976,0.88085,0.82871,0.39007,0.42529,0.87377,0.000501942,0.000501942,0.000501942
62,375.973,0.53268,0.67786,1.00464,0.94216,0.87849,0.94537,0.86831,0.3759,0.40052,0.87892,0.000498408,0.000498408,0.000498408
63,381.923,0.49398,0.61565,0.9808,0.92409,0.8788,0.95228,0.84037,0.39853,0.49547,0.89352,0.000494873,0.000494873,0.000494873
64,387.879,0.50775,0.59995,0.9807,0.90601,0.89565,0.9478,0.87434,0.35697,0.40023,0.85774,0.000491339,0.000491339,0.000491339
65,393.932,0.50811,0.6319,1.01141,0.93722,0.92667,0.96982,0.83868,0.36855,0.35209,0.86509,0.000487805,0.000487805,0.000487805
66,399.814,0.50255,0.5822,0.98319,0.92452,0.92642,0.94909,0.78577,0.40686,0.371,0.91449,0.000484271,0.000484271,0.000484271
67,405.897,0.50169,0.61395,0.98972,0.58699,0.58527,0.49635,0.31352,1.15615,2.48533,1.77566,0.000480736,0.000480736,0.000480736
68,411.806,0.49907,0.59892,1.0022,0.9326,0.94007,0.97135,0.90125,0.36376,0.33831,0.87004,0.000477202,0.000477202,0.000477202
69,417.777,0.44284,0.5416,0.94588,0.9103,0.91961,0.96483,0.88973,0.33573,0.3121,0.84131,0.000473668,0.000473668,0.000473668
70,423.624,0.48786,0.57023,1.00113,0.96602,0.90487,0.96532,0.85297,0.36624,0.37328,0.87176,0.000470133,0.000470133,0.000470133
71,429.486,0.50601,0.63814,0.98133,0.5373,0.51282,0.56539,0.41753,0.81666,1.64317,1.24143,0.000466599,0.000466599,0.000466599
72,435.307,0.48273,0.58174,0.99255,0.88786,0.82702,0.91836,0.80748,0.39657,0.40482,0.90064,0.000463065,0.000463065,0.000463065
73,441.215,0.47125,0.53472,0.96949,0.93479,0.81034,0.90345,0.77644,0.41904,0.46895,0.93568,0.00045953,0.00045953,0.00045953
74,447.137,0.42763,0.53274,0.95783,0.77247,0.82233,0.77027,0.66834,0.37693,0.63822,0.86374,0.000455996,0.000455996,0.000455996
75,453.046,0.46778,0.54579,0.98159,0.91498,0.95054,0.97247,0.87419,0.36882,0.29362,0.87625,0.000452462,0.000452462,0.000452462
76,458.994,0.5035,0.58383,1.01863,0.88631,0.98194,0.9734,0.85899,0.39301,0.37886,0.8893,0.000448928,0.000448928,0.000448928
77,464.907,0.4228,0.53879,0.94904,0.92895,0.90738,0.93312,0.8208,0.40188,0.32841,0.92191,0.000445393,0.000445393,0.000445393
78,470.857,0.45025,0.55236,0.94803,0.87167,0.87848,0.88381,0.8168,0.34889,0.4127,0.86032,0.000441859,0.000441859,0.000441859
79,476.827,0.47206,0.61429,0.97883,0.913,0.90587,0.92742,0.86053,0.34834,0.34755,0.85697,0.000438325,0.000438325,0.000438325
80,482.79,0.44681,0.56566,0.95884,0.92914,0.92543,0.95683,0.8652,0.38329,0.39658,0.89645,0.00043479,0.00043479,0.00043479
81,488.728,0.42511,0.51753,0.97267,0.93598,0.92273,0.96987,0.89253,0.36768,0.3008,0.87378,0.000431256,0.000431256,0.000431256
82,494.573,0.46665,0.56159,0.99462,0.90991,0.80822,0.86351,0.76171,0.49391,0.54552,0.96719,0.000427722,0.000427722,0.000427722
83,500.458,0.44476,0.52988,0.96282,0.91505,0.93365,0.94232,0.85391,0.35554,0.3793,0.85391,0.000424187,0.000424187,0.000424187
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85,512.363,0.4425,0.53174,0.96968,0.93236,0.89082,0.94114,0.88981,0.30224,0.28217,0.82473,0.000417119,0.000417119,0.000417119
86,518.347,0.46223,0.56181,0.96413,0.91355,0.94598,0.94427,0.88379,0.34166,0.27848,0.86487,0.000413584,0.000413584,0.000413584
87,524.329,0.4448,0.51782,0.93553,0.38366,0.51393,0.30508,0.16303,2.06197,3.72442,2.97487,0.00041005,0.00041005,0.00041005
88,530.279,0.43227,0.50029,0.9315,0.87173,0.85569,0.91662,0.86196,0.3504,0.48114,0.8733,0.000406516,0.000406516,0.000406516
89,536.145,0.44189,0.54533,0.96783,0.88707,0.87438,0.91474,0.84769,0.37215,0.3425,0.88196,0.000402982,0.000402982,0.000402982
90,542.086,0.45273,0.55339,0.96917,0.88886,0.89915,0.94576,0.88103,0.36323,0.32727,0.86434,0.000399447,0.000399447,0.000399447
91,548.067,0.40375,0.49759,0.94956,0.90982,0.87564,0.90262,0.80119,0.3897,0.36835,0.90191,0.000395913,0.000395913,0.000395913
92,554.063,0.41509,0.49083,0.93197,0.94272,0.86328,0.95473,0.85699,0.33391,0.33746,0.85319,0.000392379,0.000392379,0.000392379
93,559.923,0.46255,0.58671,0.96783,0.85203,0.8809,0.94522,0.85389,0.36542,0.33088,0.87314,0.000388844,0.000388844,0.000388844
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95,571.728,0.4454,0.5091,0.96246,0.8937,0.94151,0.94715,0.87889,0.33504,0.2993,0.8525,0.000381776,0.000381776,0.000381776
96,577.618,0.4412,0.50297,0.96938,0.691,0.70634,0.68973,0.60859,0.58113,0.83464,1.11417,0.000378242,0.000378242,0.000378242
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98,589.411,0.43364,0.50346,0.97713,0.94658,0.92101,0.97086,0.87512,0.34006,0.29941,0.87977,0.000371173,0.000371173,0.000371173
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100,601.411,0.471,0.55519,0.9694,0.90068,0.931,0.96031,0.88227,0.34343,0.29964,0.87025,0.000364104,0.000364104,0.000364104
101,607.484,0.38672,0.42034,0.94386,0.93053,0.91556,0.96396,0.88283,0.36164,0.32142,0.86993,0.00036057,0.00036057,0.00036057
102,613.524,0.41511,0.47194,0.96351,0.91538,0.9255,0.95304,0.88669,0.33847,0.29811,0.86446,0.000357036,0.000357036,0.000357036
103,619.566,0.43501,0.46925,0.96609,0.89381,0.92721,0.93889,0.82326,0.40884,0.42919,0.9446,0.000353501,0.000353501,0.000353501
104,625.353,0.44203,0.54836,0.96637,0.8774,0.89236,0.92885,0.88086,0.32724,0.38318,0.83911,0.000349967,0.000349967,0.000349967
105,631.327,0.41303,0.48336,0.97827,0.89701,0.90783,0.94329,0.87305,0.33737,0.33615,0.85371,0.000346433,0.000346433,0.000346433
106,637.255,0.41986,0.48653,0.93757,0.92297,0.82014,0.87372,0.79629,0.41143,0.4381,0.91252,0.000342899,0.000342899,0.000342899
107,643.06,0.40117,0.49658,0.95181,0.91597,0.89014,0.95615,0.88134,0.37242,0.31656,0.87912,0.000339364,0.000339364,0.000339364
108,649.024,0.3965,0.41412,0.94045,0.91473,0.90928,0.94784,0.85087,0.34776,0.34075,0.86789,0.00033583,0.00033583,0.00033583
109,655.078,0.40157,0.42495,0.94937,0.91015,0.83895,0.88144,0.81586,0.34106,0.38829,0.87202,0.000332296,0.000332296,0.000332296
110,661.066,0.38629,0.42061,0.93388,0.93704,0.87991,0.94074,0.88258,0.3036,0.31843,0.83544,0.000328761,0.000328761,0.000328761
111,667.102,0.41584,0.45573,0.93648,0.92875,0.93385,0.9537,0.88249,0.31463,0.32478,0.83373,0.000325227,0.000325227,0.000325227
112,673.007,0.37875,0.44406,0.91811,0.92276,0.94948,0.95702,0.86314,0.31656,0.32979,0.85454,0.000321693,0.000321693,0.000321693
113,678.961,0.41907,0.46455,0.95344,0.839,0.92112,0.9161,0.84652,0.33982,0.30778,0.86983,0.000318158,0.000318158,0.000318158
114,684.904,0.39784,0.43656,0.91558,0.84896,0.83868,0.8865,0.79981,0.40434,0.4045,0.92323,0.000314624,0.000314624,0.000314624
115,690.806,0.38365,0.42801,0.92269,0.85189,0.94515,0.94168,0.86731,0.33628,0.30726,0.88256,0.00031109,0.00031109,0.00031109
116,696.77,0.39248,0.47054,0.91426,0.91607,0.92458,0.96833,0.89235,0.31704,0.25904,0.86242,0.000307555,0.000307555,0.000307555
117,702.675,0.38597,0.45447,0.93767,0.92108,0.9422,0.96386,0.86782,0.32655,0.27598,0.8602,0.000304021,0.000304021,0.000304021
118,708.537,0.40491,0.41502,0.93326,0.90426,0.84342,0.90942,0.83831,0.3237,0.36144,0.85533,0.000300487,0.000300487,0.000300487
119,714.467,0.36944,0.42376,0.91674,0.93089,0.91765,0.94619,0.85578,0.33491,0.31282,0.87108,0.000296953,0.000296953,0.000296953
120,720.481,0.37719,0.42048,0.91795,0.88818,0.88888,0.91609,0.85125,0.33968,0.31194,0.87232,0.000293418,0.000293418,0.000293418
121,726.269,0.36574,0.39202,0.94676,0.87874,0.94489,0.9591,0.89389,0.31657,0.29054,0.86008,0.000289884,0.000289884,0.000289884
122,732.226,0.43585,0.43635,0.99296,0.8761,0.91848,0.93237,0.85701,0.35,0.30549,0.89888,0.00028635,0.00028635,0.00028635
123,738.057,0.40232,0.4488,0.95943,0.92956,0.93057,0.96432,0.90488,0.31246,0.29756,0.85658,0.000282815,0.000282815,0.000282815
124,744.089,0.37862,0.37942,0.9131,0.9251,0.94379,0.97749,0.90091,0.31564,0.29264,0.85001,0.000279281,0.000279281,0.000279281
125,749.926,0.38057,0.38967,0.93528,0.94196,0.97493,0.97001,0.89082,0.31574,0.25006,0.84943,0.000275747,0.000275747,0.000275747
126,755.763,0.38733,0.4183,0.92914,0.92799,0.95914,0.9785,0.88271,0.32007,0.26325,0.86032,0.000272212,0.000272212,0.000272212
127,761.716,0.38238,0.40624,0.9242,0.92581,0.98089,0.96221,0.8859,0.32309,0.24204,0.87243,0.000268678,0.000268678,0.000268678
128,767.907,0.38636,0.40668,0.93042,0.92699,0.95183,0.9632,0.88921,0.34363,0.27403,0.87409,0.000265144,0.000265144,0.000265144
129,773.818,0.41001,0.40941,0.95921,0.94164,0.93199,0.9703,0.8988,0.32665,0.28407,0.85432,0.00026161,0.00026161,0.00026161
130,779.75,0.37328,0.38953,0.91492,0.92967,0.9376,0.97022,0.91385,0.31529,0.26651,0.84107,0.000258075,0.000258075,0.000258075
131,785.689,0.37371,0.39947,0.94379,0.90493,0.91603,0.96484,0.90657,0.31754,0.27222,0.85093,0.000254541,0.000254541,0.000254541
132,791.6,0.37167,0.38984,0.93683,0.93492,0.89696,0.95571,0.82066,0.37127,0.28119,0.91248,0.000251007,0.000251007,0.000251007
133,797.456,0.35908,0.38584,0.9203,0.92082,0.93952,0.95666,0.85554,0.32577,0.27349,0.86619,0.000247472,0.000247472,0.000247472
134,803.363,0.43011,0.4202,0.95108,0.93903,0.89614,0.96121,0.88918,0.36822,0.29579,0.8794,0.000243938,0.000243938,0.000243938
135,809.261,0.37864,0.37828,0.9365,0.93276,0.9035,0.94955,0.89155,0.32338,0.28861,0.8503,0.000240404,0.000240404,0.000240404
136,815.159,0.38205,0.42857,0.92612,0.92843,0.92751,0.95176,0.89538,0.31397,0.28212,0.8518,0.000236869,0.000236869,0.000236869
137,821.13,0.38513,0.40423,0.92669,0.94729,0.85556,0.94727,0.84697,0.36687,0.3685,0.89548,0.000233335,0.000233335,0.000233335
138,827.148,0.36033,0.37397,0.91661,0.93799,0.91003,0.96461,0.86832,0.35155,0.28194,0.88429,0.000229801,0.000229801,0.000229801
139,833.005,0.35855,0.39866,0.92455,0.95698,0.90526,0.96132,0.87966,0.34103,0.30728,0.87751,0.000226267,0.000226267,0.000226267
140,838.936,0.36528,0.37782,0.89767,0.88908,0.95912,0.93395,0.87053,0.34007,0.30134,0.86778,0.000222732,0.000222732,0.000222732
141,844.945,0.34123,0.36141,0.91817,0.9155,0.90564,0.94273,0.87212,0.34907,0.31086,0.89752,0.000219198,0.000219198,0.000219198
142,850.909,0.34518,0.38595,0.90494,0.90445,0.93869,0.94904,0.87237,0.3553,0.30058,0.87957,0.000215664,0.000215664,0.000215664
143,856.979,0.35397,0.37991,0.90496,0.89779,0.89801,0.93391,0.8558,0.33404,0.33264,0.86992,0.000212129,0.000212129,0.000212129
144,862.974,0.35429,0.38006,0.92499,0.89004,0.90627,0.93301,0.84436,0.34847,0.32661,0.86918,0.000208595,0.000208595,0.000208595
145,868.855,0.37985,0.386,0.93081,0.91774,0.92234,0.94086,0.86417,0.35164,0.32942,0.86291,0.000205061,0.000205061,0.000205061
146,874.726,0.36181,0.388,0.92794,0.89953,0.84077,0.91338,0.82183,0.33983,0.38701,0.86691,0.000201527,0.000201527,0.000201527
147,880.725,0.34161,0.37167,0.92471,0.88044,0.85225,0.92981,0.8502,0.33752,0.34637,0.87478,0.000197992,0.000197992,0.000197992
148,886.721,0.33791,0.33825,0.90198,0.91856,0.88819,0.94531,0.88352,0.32289,0.31721,0.86406,0.000194458,0.000194458,0.000194458
149,892.516,0.37561,0.38619,0.93442,0.93448,0.94602,0.95086,0.88021,0.3097,0.30849,0.84774,0.000190924,0.000190924,0.000190924
150,898.402,0.34608,0.35379,0.9201,0.9327,0.91016,0.94257,0.87923,0.31508,0.29649,0.84534,0.000187389,0.000187389,0.000187389
151,904.349,0.35811,0.36771,0.90166,0.92967,0.91283,0.95017,0.88292,0.3275,0.28018,0.8487,0.000183855,0.000183855,0.000183855
152,910.168,0.35173,0.38314,0.91344,0.90166,0.93344,0.93432,0.85722,0.35506,0.30454,0.8741,0.000180321,0.000180321,0.000180321
153,916.092,0.36184,0.39628,0.91114,0.92795,0.89755,0.94223,0.86405,0.34982,0.30091,0.86925,0.000176786,0.000176786,0.000176786
154,922.039,0.33261,0.3467,0.90284,0.92778,0.9004,0.94647,0.8763,0.33318,0.305,0.86187,0.000173252,0.000173252,0.000173252
155,928.019,0.34009,0.34652,0.90853,0.93125,0.91158,0.95429,0.87985,0.31954,0.30286,0.8512,0.000169718,0.000169718,0.000169718
156,933.903,0.32761,0.33067,0.91837,0.91911,0.93549,0.96663,0.89533,0.31513,0.29092,0.86056,0.000166183,0.000166183,0.000166183
157,939.736,0.32821,0.32822,0.90809,0.92824,0.91079,0.96179,0.89197,0.31863,0.28308,0.87568,0.000162649,0.000162649,0.000162649
158,945.795,0.33193,0.32606,0.91725,0.92818,0.9268,0.96405,0.89012,0.30497,0.26313,0.86659,0.000159115,0.000159115,0.000159115
159,951.698,0.35712,0.34495,0.91711,0.9571,0.91635,0.96856,0.88736,0.29676,0.27227,0.85374,0.000155581,0.000155581,0.000155581
160,957.614,0.35725,0.36666,0.93629,0.93475,0.93439,0.95313,0.88271,0.30219,0.27248,0.8494,0.000152046,0.000152046,0.000152046
161,963.642,0.29468,0.32419,0.88622,0.95749,0.91738,0.95644,0.89075,0.30774,0.27431,0.85367,0.000148512,0.000148512,0.000148512
162,969.55,0.29929,0.3059,0.87817,0.94543,0.9174,0.95089,0.89473,0.29188,0.26672,0.83929,0.000144978,0.000144978,0.000144978
163,975.389,0.29435,0.30233,0.89607,0.95111,0.90526,0.94925,0.87788,0.30541,0.26816,0.85596,0.000141443,0.000141443,0.000141443
164,981.297,0.30365,0.33757,0.89257,0.95578,0.90094,0.9469,0.87253,0.3121,0.27893,0.85801,0.000137909,0.000137909,0.000137909
165,987.302,0.3134,0.3266,0.91231,0.949,0.92659,0.95259,0.88239,0.30762,0.27006,0.8532,0.000134375,0.000134375,0.000134375
166,993.155,0.33015,0.36309,0.91645,0.94262,0.92579,0.95702,0.89647,0.29262,0.27257,0.83945,0.000130841,0.000130841,0.000130841
167,999.153,0.31362,0.31246,0.89236,0.93794,0.92046,0.93696,0.88157,0.29463,0.27121,0.83871,0.000127306,0.000127306,0.000127306
168,1005.14,0.34599,0.31361,0.93141,0.92644,0.90343,0.94885,0.88358,0.29591,0.28423,0.83419,0.000123772,0.000123772,0.000123772
169,1011.18,0.33073,0.3155,0.8833,0.91614,0.90756,0.95048,0.88975,0.32017,0.28936,0.85691,0.000120238,0.000120238,0.000120238
170,1017.23,0.32899,0.35645,0.9032,0.94029,0.91772,0.96787,0.89732,0.31922,0.25622,0.86747,0.000116703,0.000116703,0.000116703
171,1023.19,0.32588,0.34791,0.92023,0.91047,0.91343,0.95715,0.88998,0.31435,0.26135,0.8687,0.000113169,0.000113169,0.000113169
172,1029.13,0.30438,0.3089,0.89911,0.92819,0.909,0.95687,0.886,0.31323,0.2562,0.86782,0.000109635,0.000109635,0.000109635
173,1035.04,0.32147,0.3459,0.88737,0.89105,0.88515,0.93351,0.86341,0.31864,0.30351,0.86755,0.0001061,0.0001061,0.0001061
174,1040.92,0.34343,0.33047,0.90285,0.93493,0.86781,0.93511,0.86412,0.33432,0.3013,0.87686,0.000102566,0.000102566,0.000102566
175,1046.95,0.31184,0.3112,0.88808,0.9257,0.90649,0.94702,0.88874,0.3136,0.26922,0.86748,9.90318e-05,9.90318e-05,9.90318e-05
176,1052.86,0.31352,0.30138,0.88725,0.92407,0.90579,0.94357,0.87895,0.31189,0.28162,0.86333,9.54975e-05,9.54975e-05,9.54975e-05
177,1058.78,0.34089,0.33275,0.91763,0.93733,0.90315,0.94437,0.88315,0.31621,0.28477,0.86185,9.19632e-05,9.19632e-05,9.19632e-05
178,1064.7,0.31671,0.3111,0.90744,0.93743,0.89684,0.94838,0.87537,0.3259,0.27149,0.87676,8.84289e-05,8.84289e-05,8.84289e-05
179,1070.62,0.32612,0.31629,0.90276,0.92725,0.9236,0.94657,0.87572,0.30952,0.27974,0.86828,8.48946e-05,8.48946e-05,8.48946e-05
180,1076.63,0.31102,0.28731,0.90102,0.93108,0.92364,0.94969,0.88054,0.30324,0.26115,0.86499,8.13603e-05,8.13603e-05,8.13603e-05
181,1082.65,0.31377,0.33628,0.89505,0.93126,0.9343,0.94689,0.88678,0.30968,0.27334,0.86153,7.7826e-05,7.7826e-05,7.7826e-05
182,1088.52,0.27659,0.27899,0.87913,0.93442,0.91138,0.94146,0.88321,0.3182,0.2995,0.87116,7.42917e-05,7.42917e-05,7.42917e-05
183,1094.52,0.28613,0.30289,0.88948,0.91745,0.90041,0.94075,0.87575,0.32201,0.31378,0.87621,7.07574e-05,7.07574e-05,7.07574e-05
184,1100.41,0.3082,0.29844,0.90337,0.89314,0.91114,0.94896,0.87647,0.30597,0.31538,0.86753,6.72231e-05,6.72231e-05,6.72231e-05
185,1106.38,0.29881,0.29327,0.87529,0.87156,0.90178,0.94596,0.87759,0.31544,0.30601,0.87676,6.36888e-05,6.36888e-05,6.36888e-05
186,1112.36,0.30982,0.30168,0.90506,0.92486,0.91323,0.96159,0.88987,0.31658,0.29572,0.87168,6.01545e-05,6.01545e-05,6.01545e-05
187,1118.29,0.27591,0.32424,0.88795,0.91551,0.91113,0.96007,0.88797,0.32099,0.30981,0.87067,5.66202e-05,5.66202e-05,5.66202e-05
188,1124.19,0.3089,0.29075,0.89498,0.92343,0.92538,0.95535,0.88477,0.33088,0.29497,0.87535,5.30859e-05,5.30859e-05,5.30859e-05
189,1130.14,0.30498,0.29853,0.89905,0.92081,0.91373,0.95532,0.88004,0.33695,0.28768,0.87831,4.95516e-05,4.95516e-05,4.95516e-05
190,1135.99,0.28796,0.30428,0.86772,0.91901,0.91383,0.95233,0.87725,0.33412,0.27547,0.87848,4.60173e-05,4.60173e-05,4.60173e-05
191,1142.77,0.27058,0.22983,0.85285,0.90518,0.91411,0.95144,0.87492,0.31974,0.27047,0.87269,4.2483e-05,4.2483e-05,4.2483e-05
192,1148.8,0.26304,0.21734,0.85961,0.90265,0.95797,0.95168,0.87339,0.32019,0.25611,0.87909,3.89487e-05,3.89487e-05,3.89487e-05
193,1154.82,0.24486,0.21639,0.82403,0.91236,0.94762,0.94841,0.87509,0.31233,0.26542,0.87697,3.54144e-05,3.54144e-05,3.54144e-05
194,1160.9,0.25417,0.2136,0.83303,0.9198,0.94175,0.949,0.87454,0.32252,0.26375,0.88584,3.18801e-05,3.18801e-05,3.18801e-05
195,1166.8,0.26001,0.21298,0.83718,0.91798,0.94239,0.94975,0.87521,0.31916,0.2859,0.88035,2.83458e-05,2.83458e-05,2.83458e-05
196,1172.73,0.25275,0.21162,0.84948,0.91537,0.94444,0.9529,0.87716,0.31738,0.28753,0.87791,2.48115e-05,2.48115e-05,2.48115e-05
197,1178.55,0.23377,0.20203,0.83536,0.91185,0.94928,0.95147,0.88077,0.31498,0.27951,0.87597,2.12772e-05,2.12772e-05,2.12772e-05
198,1184.49,0.24293,0.21305,0.81334,0.89833,0.94599,0.95098,0.88273,0.31736,0.27277,0.87953,1.77429e-05,1.77429e-05,1.77429e-05
199,1190.56,0.25655,0.21197,0.84724,0.88597,0.92812,0.94996,0.88224,0.31874,0.27871,0.87875,1.42086e-05,1.42086e-05,1.42086e-05