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,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
1,88.8587,1.8089,1.81328,1.22069,0.79879,0.65258,0.75213,0.32927,1.84859,3.0308,1.18489,0.00999253,0.00333084,0.00999253,0.00333084,0.00999253,0.00333084,0.00999253,0.00333084
2,157.327,1.77306,1.40061,1.21287,0.77655,0.65221,0.7353,0.32239,1.85615,2.13712,1.20911,0.0198936,0.00663119,0.0198936,0.00663119,0.0198936,0.00663119,0.0198936,0.00663119
3,218.831,1.80753,1.39393,1.24234,0.72957,0.61227,0.68168,0.3188,1.73433,3.5276,1.17943,0.0296956,0.00989854,0.0296956,0.00989854,0.0296956,0.00989854,0.0296956,0.00989854
4,277.291,1.79904,1.37116,1.25063,0.79331,0.69618,0.77527,0.3522,1.79409,2.13549,1.20135,0.0295545,0.0098515,0.0295545,0.0098515,0.0295545,0.0098515,0.0295545,0.0098515
5,334.985,1.74557,1.28164,1.227,0.81429,0.6808,0.78131,0.37139,1.75373,1.40404,1.1718,0.029406,0.009802,0.029406,0.009802,0.029406,0.009802,0.029406,0.009802
6,393.45,1.70778,1.21999,1.21027,0.8196,0.70474,0.80554,0.35868,1.86081,1.46994,1.20066,0.0292575,0.0097525,0.0292575,0.0097525,0.0292575,0.0097525,0.0292575,0.0097525
7,451.741,1.68467,1.18931,1.19535,0.82409,0.7241,0.82157,0.39993,1.68782,1.1625,1.14597,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703
8,509.777,1.66128,1.15266,1.18246,0.83151,0.73455,0.82853,0.41399,1.67251,1.27187,1.13172,0.0289605,0.0096535,0.0289605,0.0096535,0.0289605,0.0096535,0.0289605,0.0096535
9,567.672,1.6494,1.13199,1.1759,0.84519,0.73931,0.83753,0.41172,1.68868,1.16443,1.12788,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604
10,626.106,1.63075,1.10955,1.16638,0.85455,0.73365,0.83758,0.43304,1.59014,1.20375,1.11257,0.0286635,0.0095545,0.0286635,0.0095545,0.0286635,0.0095545,0.0286635,0.0095545
11,684.388,1.6223,1.0983,1.15951,0.84829,0.75575,0.85163,0.43999,1.5611,1.15417,1.0902,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505
12,742.194,1.61189,1.08327,1.15454,0.84411,0.75276,0.84877,0.4336,1.60925,1.27896,1.09623,0.0283665,0.0094555,0.0283665,0.0094555,0.0283665,0.0094555,0.0283665,0.0094555
13,799.695,1.60463,1.07953,1.15226,0.85907,0.75903,0.85627,0.43436,1.62389,1.11928,1.10998,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406
14,857.94,1.59028,1.05552,1.14535,0.85135,0.75635,0.854,0.43664,1.59363,1.06068,1.09334,0.0280695,0.0093565,0.0280695,0.0093565,0.0280695,0.0093565,0.0280695,0.0093565
15,915.991,1.57864,1.04907,1.14159,0.85639,0.75857,0.86037,0.45587,1.53391,1.03927,1.08187,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307
16,974.678,1.57105,1.03498,1.13606,0.86077,0.76333,0.86439,0.46684,1.4924,1.07438,1.06273,0.0277725,0.0092575,0.0277725,0.0092575,0.0277725,0.0092575,0.0277725,0.0092575
17,1033.37,1.56449,1.02769,1.1338,0.85026,0.7771,0.86311,0.45197,1.5557,1.02544,1.08974,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208
18,1091.7,1.55572,1.01644,1.1294,0.8603,0.77605,0.86683,0.47142,1.51184,1.02747,1.06828,0.0274755,0.0091585,0.0274755,0.0091585,0.0274755,0.0091585,0.0274755,0.0091585
19,1150.1,1.55467,1.0107,1.12946,0.87189,0.77053,0.87083,0.47413,1.49909,0.94678,1.06737,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109
20,1208.41,1.54614,1.00772,1.12137,0.86949,0.77844,0.87278,0.4785,1.49407,0.91469,1.06324,0.0271785,0.0090595,0.0271785,0.0090595,0.0271785,0.0090595,0.0271785,0.0090595
21,1266.69,1.5493,1.00307,1.12554,0.86827,0.77446,0.87527,0.48254,1.47909,0.95139,1.05297,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901
22,1324.8,1.53702,0.99455,1.1192,0.86335,0.78352,0.87343,0.47871,1.49419,1.00984,1.05385,0.0268815,0.0089605,0.0268815,0.0089605,0.0268815,0.0089605,0.0268815,0.0089605
23,1383.3,1.53188,0.98945,1.11808,0.86759,0.79352,0.88403,0.48236,1.50848,0.92975,1.0586,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911
24,1441.74,1.52656,0.9782,1.11398,0.87027,0.79277,0.88052,0.48977,1.45552,0.89802,1.04689,0.0265845,0.0088615,0.0265845,0.0088615,0.0265845,0.0088615,0.0265845,0.0088615
25,1499.88,1.52387,0.97965,1.11364,0.86317,0.7971,0.88158,0.48866,1.48199,0.92419,1.04698,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812
26,1558.6,1.52581,0.97921,1.11378,0.86614,0.79979,0.88557,0.49003,1.46992,0.91978,1.04448,0.0262875,0.0087625,0.0262875,0.0087625,0.0262875,0.0087625,0.0262875,0.0087625
27,1617.01,1.52053,0.96736,1.11142,0.87387,0.79367,0.88688,0.49592,1.4465,0.88333,1.03931,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713
28,1675,1.51638,0.96638,1.10909,0.86688,0.80263,0.88968,0.50116,1.44285,0.8862,1.03632,0.0259905,0.0086635,0.0259905,0.0086635,0.0259905,0.0086635,0.0259905,0.0086635
29,1733.11,1.51164,0.96233,1.10566,0.8746,0.79725,0.88811,0.49654,1.45876,0.90442,1.03941,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614
30,1791.17,1.50623,0.95571,1.10484,0.87254,0.80442,0.89142,0.5019,1.43616,0.86901,1.03028,0.0256935,0.0085645,0.0256935,0.0085645,0.0256935,0.0085645,0.0256935,0.0085645
31,1849.45,1.50266,0.95036,1.10195,0.87342,0.80427,0.89118,0.50063,1.44368,0.86975,1.03042,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515
32,1907.76,1.5006,0.94838,1.10168,0.87655,0.80905,0.89271,0.505,1.42916,0.86609,1.02675,0.0253965,0.0084655,0.0253965,0.0084655,0.0253965,0.0084655,0.0253965,0.0084655
33,1966.07,1.49644,0.94351,1.10187,0.87722,0.81084,0.89328,0.50645,1.41481,0.86322,1.02347,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416
34,2024.34,1.49553,0.94159,1.09912,0.87881,0.808,0.89467,0.50484,1.42363,0.86921,1.02587,0.0250995,0.0083665,0.0250995,0.0083665,0.0250995,0.0083665,0.0250995,0.0083665
35,2082.42,1.48633,0.93624,1.09746,0.87645,0.80915,0.89462,0.50632,1.42116,0.85986,1.02476,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317
36,2140.79,1.48579,0.93785,1.09778,0.88026,0.80696,0.89593,0.51007,1.4206,0.84991,1.02241,0.0248025,0.0082675,0.0248025,0.0082675,0.0248025,0.0082675,0.0248025,0.0082675
37,2198.85,1.48672,0.93284,1.09678,0.88019,0.80606,0.89675,0.51273,1.40896,0.83964,1.01915,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218
38,2256.79,1.48036,0.92715,1.09456,0.8765,0.81099,0.89731,0.51366,1.41054,0.83129,1.01914,0.0245055,0.0081685,0.0245055,0.0081685,0.0245055,0.0081685,0.0245055,0.0081685
39,2314.95,1.4827,0.92754,1.09432,0.87909,0.81338,0.89824,0.51524,1.40808,0.83861,1.01874,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119
40,2373.57,1.47954,0.92285,1.09232,0.8775,0.81845,0.89864,0.51413,1.40423,0.84166,1.01805,0.0242085,0.0080695,0.0242085,0.0080695,0.0242085,0.0080695,0.0242085,0.0080695
41,2431.72,1.47691,0.91738,1.08846,0.87767,0.81729,0.89868,0.51398,1.40461,0.83446,1.0172,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802
42,2490.12,1.47514,0.91875,1.09087,0.87908,0.81756,0.90022,0.51538,1.40411,0.83598,1.01638,0.0239115,0.0079705,0.0239115,0.0079705,0.0239115,0.0079705,0.0239115,0.0079705
43,2548.49,1.47253,0.91759,1.08943,0.87803,0.8192,0.90028,0.51622,1.40272,0.83144,1.01556,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921
44,2606.04,1.47218,0.91815,1.08751,0.87905,0.81814,0.90112,0.51612,1.40119,0.8236,1.01474,0.0236145,0.0078715,0.0236145,0.0078715,0.0236145,0.0078715,0.0236145,0.0078715
45,2664.38,1.46445,0.90726,1.08526,0.87751,0.81845,0.90008,0.51599,1.4005,0.82146,1.01432,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822
46,2722.54,1.46473,0.90952,1.08557,0.87812,0.81741,0.90066,0.51675,1.39814,0.82491,1.01357,0.0233175,0.0077725,0.0233175,0.0077725,0.0233175,0.0077725,0.0233175,0.0077725
47,2780.81,1.45938,0.90444,1.08365,0.87678,0.81577,0.90013,0.51716,1.39778,0.82613,1.01334,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723
48,2839.49,1.46062,0.9034,1.08422,0.87401,0.81714,0.90092,0.51834,1.3948,0.82402,1.01235,0.0230205,0.0076735,0.0230205,0.0076735,0.0230205,0.0076735,0.0230205,0.0076735
49,2898.15,1.46036,0.90103,1.08271,0.87298,0.82089,0.90107,0.51864,1.39361,0.82492,1.01182,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624
50,2956.47,1.46059,0.90319,1.08465,0.87218,0.82144,0.90156,0.51975,1.38961,0.82549,1.01036,0.0227235,0.0075745,0.0227235,0.0075745,0.0227235,0.0075745,0.0227235,0.0075745
51,3014.78,1.45467,0.89654,1.07958,0.87374,0.82134,0.90229,0.52054,1.38791,0.825,1.00969,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525
52,3072.92,1.4514,0.89551,1.08036,0.87443,0.81924,0.90233,0.52119,1.38575,0.82592,1.00922,0.0224265,0.0074755,0.0224265,0.0074755,0.0224265,0.0074755,0.0224265,0.0074755
53,3131.15,1.45341,0.89356,1.08179,0.87826,0.81741,0.90265,0.52174,1.38574,0.82379,1.00917,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426
54,3189.73,1.45005,0.89329,1.07949,0.87483,0.82013,0.90241,0.52191,1.38619,0.82136,1.009,0.0221295,0.0073765,0.0221295,0.0073765,0.0221295,0.0073765,0.0221295,0.0073765
55,3248,1.44712,0.88555,1.07483,0.8738,0.82178,0.90249,0.5228,1.38604,0.8223,1.00852,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327
56,3306.21,1.45341,0.89282,1.07907,0.87588,0.81995,0.90288,0.52266,1.38528,0.8219,1.00811,0.0218325,0.0072775,0.0218325,0.0072775,0.0218325,0.0072775,0.0218325,0.0072775
57,3363.92,1.44298,0.88719,1.07832,0.87667,0.8195,0.90276,0.5232,1.38404,0.81754,1.0078,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228
58,3421.85,1.43937,0.88124,1.0731,0.87778,0.81919,0.90324,0.52377,1.38215,0.81583,1.00726,0.0215355,0.0071785,0.0215355,0.0071785,0.0215355,0.0071785,0.0215355,0.0071785
59,3479.52,1.44018,0.88049,1.0728,0.87832,0.81799,0.90305,0.52436,1.38098,0.81435,1.00685,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129
60,3537.38,1.44311,0.88162,1.07372,0.87808,0.81829,0.9039,0.52498,1.37971,0.81129,1.00643,0.0212385,0.0070795,0.0212385,0.0070795,0.0212385,0.0070795,0.0212385,0.0070795
61,3595.67,1.43789,0.88244,1.07458,0.87643,0.81845,0.90361,0.52524,1.37847,0.81002,1.00608,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703
62,3653.86,1.43646,0.87752,1.07401,0.87891,0.81577,0.90364,0.52566,1.37761,0.80789,1.00619,0.0209415,0.0069805,0.0209415,0.0069805,0.0209415,0.0069805,0.0209415,0.0069805
63,3711.69,1.43676,0.87748,1.07335,0.87981,0.81606,0.90371,0.52562,1.37629,0.8066,1.00574,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931
64,3770.17,1.43294,0.8755,1.07106,0.88041,0.81663,0.90356,0.52551,1.37588,0.80383,1.00552,0.0206445,0.0068815,0.0206445,0.0068815,0.0206445,0.0068815,0.0206445,0.0068815
65,3828.52,1.42437,0.8676,1.06809,0.88044,0.81797,0.90425,0.52608,1.37586,0.80044,1.00517,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832
66,3887.1,1.42982,0.87215,1.06998,0.88169,0.81782,0.90446,0.52654,1.37458,0.79861,1.00484,0.0203475,0.0067825,0.0203475,0.0067825,0.0203475,0.0067825,0.0203475,0.0067825
67,3945.32,1.43008,0.87093,1.07026,0.88133,0.81827,0.90432,0.52689,1.37368,0.79688,1.00446,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733
68,4003.02,1.42733,0.86769,1.06784,0.88086,0.81901,0.90434,0.52721,1.37218,0.79514,1.00421,0.0200505,0.0066835,0.0200505,0.0066835,0.0200505,0.0066835,0.0200505,0.0066835
69,4060.7,1.42113,0.86179,1.06835,0.88037,0.8196,0.90508,0.52743,1.37106,0.79347,1.00374,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634
70,4118.08,1.41999,0.86046,1.06498,0.87955,0.82096,0.90501,0.52737,1.36893,0.79182,1.00324,0.0197535,0.0065845,0.0197535,0.0065845,0.0197535,0.0065845,0.0197535,0.0065845
71,4176.33,1.42339,0.86194,1.06526,0.87989,0.8214,0.90507,0.52755,1.36809,0.79004,1.00277,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535
72,4233.99,1.4198,0.86113,1.06624,0.88013,0.82215,0.90543,0.52858,1.36684,0.78764,1.0024,0.0194565,0.0064855,0.0194565,0.0064855,0.0194565,0.0064855,0.0194565,0.0064855
73,4291.76,1.41624,0.85887,1.0656,0.88167,0.82174,0.90566,0.52831,1.36619,0.78817,1.00222,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436
74,4350.18,1.41503,0.85042,1.06422,0.88254,0.82189,0.90577,0.52875,1.36667,0.78474,1.00208,0.0191595,0.0063865,0.0191595,0.0063865,0.0191595,0.0063865,0.0191595,0.0063865
75,4407.52,1.41548,0.85509,1.06449,0.88356,0.82323,0.90644,0.52913,1.36623,0.78124,1.00185,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337
76,4465.27,1.41737,0.8562,1.06455,0.88574,0.82288,0.90681,0.52961,1.36579,0.77981,1.00167,0.0188625,0.0062875,0.0188625,0.0062875,0.0188625,0.0062875,0.0188625,0.0062875
77,4522.89,1.41,0.84945,1.06086,0.88628,0.82204,0.90708,0.5303,1.36477,0.77744,1.00155,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238
78,4581.18,1.41004,0.84921,1.05987,0.88263,0.82607,0.90715,0.53039,1.36486,0.77614,1.00154,0.0185655,0.0061885,0.0185655,0.0061885,0.0185655,0.0061885,0.0185655,0.0061885
79,4639.15,1.41148,0.85407,1.06114,0.88122,0.82607,0.90773,0.53036,1.36593,0.77309,1.00147,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139
80,4697.61,1.40747,0.84653,1.05941,0.88229,0.82562,0.90848,0.53115,1.36473,0.77051,1.00116,0.0182685,0.0060895,0.0182685,0.0060895,0.0182685,0.0060895,0.0182685,0.0060895
81,4756.07,1.40406,0.84824,1.06141,0.88277,0.82607,0.90837,0.53125,1.36379,0.76958,1.00092,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604
82,4814.35,1.40308,0.84628,1.06046,0.883,0.82681,0.90854,0.53221,1.36252,0.76869,1.00073,0.0179715,0.0059905,0.0179715,0.0059905,0.0179715,0.0059905,0.0179715,0.0059905
83,4872.57,1.40438,0.84184,1.05824,0.8838,0.82637,0.90861,0.53211,1.36153,0.76793,1.00039,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941
84,4930.85,1.40471,0.84096,1.0608,0.88401,0.82696,0.9089,0.5323,1.36091,0.76575,1.00011,0.0176745,0.0058915,0.0176745,0.0058915,0.0176745,0.0058915,0.0176745,0.0058915
85,4989.14,1.40277,0.83861,1.0577,0.88286,0.82681,0.9089,0.5319,1.36115,0.76378,0.99997,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842
86,5047.57,1.39726,0.83808,1.05567,0.88223,0.82873,0.90925,0.53275,1.3605,0.76215,0.99966,0.0173775,0.0057925,0.0173775,0.0057925,0.0173775,0.0057925,0.0173775,0.0057925
87,5105.73,1.39843,0.83337,1.0565,0.88093,0.82844,0.90891,0.53246,1.36119,0.76128,0.99955,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743
88,5163.45,1.39112,0.8278,1.05468,0.87923,0.83174,0.90934,0.53314,1.35986,0.7611,0.99932,0.0170805,0.0056935,0.0170805,0.0056935,0.0170805,0.0056935,0.0170805,0.0056935
89,5221.47,1.39719,0.83294,1.05413,0.87918,0.83222,0.90922,0.53319,1.36048,0.75906,0.99933,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644
90,5279.22,1.39383,0.83253,1.0538,0.8811,0.83219,0.90978,0.53353,1.3596,0.75803,0.99905,0.0167835,0.0055945,0.0167835,0.0055945,0.0167835,0.0055945,0.0167835,0.0055945
91,5337.42,1.38968,0.82723,1.05301,0.88115,0.83237,0.90989,0.5339,1.35898,0.75799,0.99884,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545
92,5395.78,1.39374,0.83195,1.05558,0.8837,0.83157,0.91012,0.53413,1.35789,0.75685,0.9987,0.0164865,0.0054955,0.0164865,0.0054955,0.0164865,0.0054955,0.0164865,0.0054955
93,5453.76,1.38753,0.82773,1.05157,0.88438,0.83114,0.91021,0.53478,1.35673,0.75422,0.99842,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446
94,5511.73,1.38909,0.8265,1.05267,0.88366,0.83219,0.91065,0.53479,1.35688,0.75217,0.99829,0.0161895,0.0053965,0.0161895,0.0053965,0.0161895,0.0053965,0.0161895,0.0053965
95,5570.03,1.38797,0.82809,1.05137,0.88356,0.83368,0.9111,0.53501,1.35525,0.75004,0.99771,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347
96,5628.17,1.38465,0.82439,1.04945,0.88451,0.83338,0.91097,0.53545,1.35545,0.74756,0.99748,0.0158925,0.0052975,0.0158925,0.0052975,0.0158925,0.0052975,0.0158925,0.0052975
97,5685.81,1.38286,0.82447,1.04895,0.88517,0.83321,0.91072,0.53545,1.35456,0.74508,0.99729,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248
98,5743.98,1.37978,0.82091,1.0495,0.88565,0.83353,0.91103,0.53578,1.3541,0.7422,0.99705,0.0155955,0.0051985,0.0155955,0.0051985,0.0155955,0.0051985,0.0155955,0.0051985
99,5802.39,1.37672,0.81864,1.0493,0.88416,0.83398,0.91072,0.53602,1.35311,0.74076,0.99676,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149
100,5860.55,1.3831,0.8231,1.05041,0.88432,0.83546,0.91072,0.53662,1.35187,0.73858,0.99632,0.0152985,0.0050995,0.0152985,0.0050995,0.0152985,0.0050995,0.0152985,0.0050995
101,5918.97,1.37847,0.81867,1.05046,0.88399,0.83637,0.91089,0.53672,1.35096,0.73582,0.99594,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505
102,5977.7,1.37992,0.81932,1.04938,0.88428,0.83503,0.91102,0.53692,1.35079,0.73371,0.99584,0.0150015,0.0050005,0.0150015,0.0050005,0.0150015,0.0050005,0.0150015,0.0050005
103,6035.8,1.37632,0.81212,1.04683,0.88385,0.83637,0.91134,0.53743,1.35014,0.73256,0.99569,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951
104,6093.89,1.37058,0.8093,1.04562,0.88256,0.837,0.91117,0.53748,1.3497,0.7308,0.99542,0.0147045,0.0049015,0.0147045,0.0049015,0.0147045,0.0049015,0.0147045,0.0049015
105,6152.27,1.37338,0.81251,1.04534,0.88246,0.83731,0.91168,0.53772,1.34846,0.72919,0.99506,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852
106,6210.36,1.36865,0.80943,1.04622,0.88302,0.83652,0.91142,0.53763,1.34798,0.72682,0.99492,0.0144075,0.0048025,0.0144075,0.0048025,0.0144075,0.0048025,0.0144075,0.0048025
107,6267.7,1.36834,0.80911,1.04602,0.88337,0.83566,0.91138,0.53787,1.34779,0.7242,0.99466,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753
108,6326.28,1.36959,0.80887,1.04367,0.88364,0.83592,0.91196,0.53784,1.34686,0.72294,0.99458,0.0141105,0.0047035,0.0141105,0.0047035,0.0141105,0.0047035,0.0141105,0.0047035
109,6384.78,1.36887,0.80876,1.04309,0.88396,0.83622,0.91214,0.53814,1.34626,0.72152,0.99425,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654
110,6442.46,1.36961,0.80796,1.04456,0.88457,0.83547,0.91197,0.53814,1.34505,0.71931,0.99394,0.0138135,0.0046045,0.0138135,0.0046045,0.0138135,0.0046045,0.0138135,0.0046045
111,6500.86,1.3663,0.80247,1.04295,0.88485,0.83667,0.91208,0.53845,1.34414,0.71878,0.99363,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555
112,6558.63,1.35896,0.8002,1.04284,0.88395,0.83702,0.91167,0.53837,1.3436,0.71771,0.99342,0.0135165,0.0045055,0.0135165,0.0045055,0.0135165,0.0045055,0.0135165,0.0045055
113,6616.39,1.36907,0.80455,1.04306,0.88704,0.83622,0.91186,0.53948,1.34213,0.71548,0.99306,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456
114,6675.03,1.3575,0.79903,1.03981,0.88703,0.83503,0.91183,0.53957,1.3412,0.71469,0.99276,0.0132195,0.0044065,0.0132195,0.0044065,0.0132195,0.0044065,0.0132195,0.0044065
115,6733.24,1.35792,0.79793,1.0416,0.88768,0.83657,0.91246,0.53983,1.3402,0.71315,0.99239,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357
116,6791.15,1.35546,0.79433,1.04007,0.88659,0.83607,0.91266,0.54008,1.33892,0.71165,0.99202,0.0129225,0.0043075,0.0129225,0.0043075,0.0129225,0.0043075,0.0129225,0.0043075
117,6849.18,1.35328,0.79471,1.04116,0.88784,0.83675,0.91333,0.54073,1.33756,0.71047,0.9917,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258
118,6907.58,1.35317,0.7955,1.03821,0.88851,0.83562,0.91318,0.54073,1.33729,0.70935,0.99153,0.0126255,0.0042085,0.0126255,0.0042085,0.0126255,0.0042085,0.0126255,0.0042085
119,6965.37,1.35284,0.79721,1.04019,0.88929,0.83503,0.91302,0.5409,1.33665,0.70972,0.99137,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159
120,7023.67,1.35157,0.79315,1.03709,0.88894,0.83592,0.91321,0.54116,1.33626,0.70842,0.99103,0.0123285,0.0041095,0.0123285,0.0041095,0.0123285,0.0041095,0.0123285,0.0041095
121,7081.94,1.34647,0.78881,1.0362,0.88961,0.83547,0.91297,0.54169,1.33599,0.70847,0.99093,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
122,7140.26,1.34912,0.79186,1.0366,0.88986,0.83517,0.91307,0.54174,1.33549,0.70824,0.99073,0.0120315,0.0040105,0.0120315,0.0040105,0.0120315,0.0040105,0.0120315,0.0040105
123,7198.71,1.34373,0.7855,1.03357,0.89048,0.83577,0.91367,0.54189,1.33544,0.70794,0.99055,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961
124,7256.87,1.3402,0.7868,1.03448,0.89068,0.8357,0.91371,0.54241,1.33515,0.70705,0.9902,0.0117345,0.0039115,0.0117345,0.0039115,0.0117345,0.0039115,0.0117345,0.0039115
125,7315.24,1.34187,0.78391,1.03393,0.89025,0.83652,0.9139,0.54227,1.33435,0.70679,0.98974,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862
126,7372.96,1.34094,0.78663,1.03442,0.8897,0.83693,0.91401,0.54308,1.33385,0.70531,0.98956,0.0114375,0.0038125,0.0114375,0.0038125,0.0114375,0.0038125,0.0114375,0.0038125
127,7430.96,1.33796,0.78102,1.03203,0.89104,0.83513,0.91406,0.54295,1.3334,0.70326,0.98933,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763
128,7489.1,1.33759,0.77918,1.03081,0.89109,0.83517,0.91416,0.54328,1.33215,0.70206,0.9888,0.0111405,0.0037135,0.0111405,0.0037135,0.0111405,0.0037135,0.0111405,0.0037135
129,7547.07,1.33758,0.78005,1.03131,0.8903,0.83577,0.91402,0.54327,1.33195,0.70055,0.98863,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664
130,7605.59,1.33436,0.77507,1.03098,0.88957,0.83562,0.91377,0.54366,1.33131,0.69967,0.98851,0.0108435,0.0036145,0.0108435,0.0036145,0.0108435,0.0036145,0.0108435,0.0036145
131,7663.89,1.3285,0.77385,1.02921,0.88643,0.83682,0.91421,0.54366,1.33054,0.69853,0.98819,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565
132,7721.83,1.32898,0.77333,1.02801,0.88985,0.83562,0.91437,0.54362,1.33005,0.69855,0.98804,0.0105465,0.0035155,0.0105465,0.0035155,0.0105465,0.0035155,0.0105465,0.0035155
133,7779.72,1.32761,0.77067,1.0283,0.88509,0.83741,0.914,0.54332,1.33069,0.69734,0.98801,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466
134,7837.45,1.32646,0.76812,1.02695,0.88993,0.83503,0.91427,0.54331,1.32911,0.69721,0.98775,0.0102495,0.0034165,0.0102495,0.0034165,0.0102495,0.0034165,0.0102495,0.0034165
135,7895.2,1.32924,0.77221,1.02739,0.89048,0.83515,0.9145,0.54384,1.32813,0.69588,0.98725,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367
136,7953.53,1.3245,0.77043,1.0261,0.89068,0.83577,0.91454,0.54409,1.32774,0.69476,0.987,0.0099525,0.0033175,0.0099525,0.0033175,0.0099525,0.0033175,0.0099525,0.0033175
137,8011.89,1.32479,0.76809,1.02853,0.88908,0.83667,0.91436,0.54395,1.32691,0.69312,0.98664,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268
138,8070.21,1.32478,0.76873,1.02602,0.88792,0.83624,0.91469,0.54444,1.32569,0.6912,0.98631,0.0096555,0.0032185,0.0096555,0.0032185,0.0096555,0.0032185,0.0096555,0.0032185
139,8128.72,1.32098,0.76642,1.02572,0.88787,0.83726,0.91483,0.54447,1.32482,0.69015,0.98603,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169
140,8187,1.32007,0.7661,1.02428,0.88868,0.8367,0.91476,0.54442,1.32378,0.68897,0.98567,0.0093585,0.0031195,0.0093585,0.0031195,0.0093585,0.0031195,0.0093585,0.0031195
141,8245.18,1.31441,0.76009,1.0238,0.88707,0.83921,0.91482,0.54443,1.32374,0.68794,0.98545,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
142,8303.92,1.31341,0.76056,1.02274,0.88821,0.83869,0.91451,0.54457,1.32186,0.68768,0.98497,0.0090615,0.0030205,0.0090615,0.0030205,0.0090615,0.0030205,0.0090615,0.0030205
143,8362.06,1.31438,0.75645,1.02206,0.88722,0.83936,0.91466,0.54475,1.32221,0.68601,0.98484,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971
144,8420.04,1.3108,0.75435,1.01996,0.88932,0.83854,0.91486,0.54492,1.32167,0.68506,0.98466,0.0087645,0.0029215,0.0087645,0.0029215,0.0087645,0.0029215,0.0087645,0.0029215
145,8478.38,1.30904,0.75452,1.02081,0.88814,0.8393,0.91484,0.54528,1.32108,0.68383,0.98449,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872
146,8536.31,1.31091,0.75398,1.02248,0.88999,0.83824,0.91486,0.54552,1.31969,0.68312,0.9841,0.0084675,0.0028225,0.0084675,0.0028225,0.0084675,0.0028225,0.0084675,0.0028225
147,8594.18,1.30987,0.75538,1.02017,0.88813,0.83919,0.91475,0.54572,1.31968,0.68189,0.98385,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773
148,8652.63,1.3025,0.75229,1.01899,0.88948,0.83874,0.91442,0.54595,1.31889,0.68075,0.98372,0.0081705,0.0027235,0.0081705,0.0027235,0.0081705,0.0027235,0.0081705,0.0027235
149,8710.35,1.30328,0.75106,1.01771,0.89067,0.83756,0.91475,0.54631,1.31885,0.68008,0.98351,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674
150,8768.53,1.29968,0.74493,1.01654,0.89188,0.83697,0.91468,0.54664,1.31793,0.67926,0.98315,0.0078735,0.0026245,0.0078735,0.0026245,0.0078735,0.0026245,0.0078735,0.0026245
151,8827.15,1.29837,0.74726,1.01942,0.89287,0.83615,0.91481,0.54668,1.31693,0.6787,0.98287,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575
152,8885.53,1.30004,0.74686,1.01716,0.89202,0.83816,0.91507,0.54673,1.31568,0.67715,0.98259,0.0075765,0.0025255,0.0075765,0.0025255,0.0075765,0.0025255,0.0075765,0.0025255
153,8943.69,1.29421,0.74347,1.01362,0.89299,0.83601,0.9147,0.54733,1.31505,0.67664,0.98242,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476
154,9002.11,1.29354,0.74364,1.01648,0.89291,0.83726,0.91499,0.54703,1.31469,0.67571,0.98205,0.0072795,0.0024265,0.0072795,0.0024265,0.0072795,0.0024265,0.0072795,0.0024265
155,9060.37,1.2961,0.74595,1.01765,0.89077,0.8389,0.91519,0.54695,1.31436,0.67521,0.9819,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377
156,9118.25,1.29594,0.74167,1.01694,0.89062,0.83876,0.91545,0.54705,1.31382,0.67367,0.98165,0.0069825,0.0023275,0.0069825,0.0023275,0.0069825,0.0023275,0.0069825,0.0023275
157,9176.37,1.28858,0.73712,1.01269,0.88946,0.83969,0.91552,0.54738,1.31344,0.67254,0.98153,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278
158,9234.6,1.28622,0.73377,1.01157,0.8909,0.83876,0.91527,0.54727,1.31338,0.67226,0.98142,0.0066855,0.0022285,0.0066855,0.0022285,0.0066855,0.0022285,0.0066855,0.0022285
159,9292.53,1.28158,0.73121,1.01104,0.8915,0.83906,0.91529,0.54718,1.31236,0.67136,0.98105,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179
160,9349.87,1.28257,0.73214,1.01065,0.89054,0.83965,0.91489,0.54756,1.31121,0.67093,0.98068,0.0063885,0.0021295,0.0063885,0.0021295,0.0063885,0.0021295,0.0063885,0.0021295
161,9408.32,1.27539,0.7285,1.01125,0.88925,0.8395,0.91504,0.5481,1.31106,0.66998,0.98054,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
162,9466.79,1.27769,0.73131,1.00997,0.88951,0.83895,0.91477,0.54825,1.31046,0.67042,0.98033,0.0060915,0.0020305,0.0060915,0.0020305,0.0060915,0.0020305,0.0060915,0.0020305
163,9525.03,1.27868,0.72941,1.00933,0.8914,0.83697,0.91462,0.54822,1.30966,0.66833,0.98009,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981
164,9583.41,1.2761,0.7281,1.00793,0.89166,0.83681,0.91469,0.54813,1.30993,0.66868,0.98011,0.0057945,0.0019315,0.0057945,0.0019315,0.0057945,0.0019315,0.0057945,0.0019315
165,9641.97,1.27279,0.72492,1.00792,0.89175,0.83756,0.91487,0.54838,1.30873,0.66783,0.97975,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882
166,9699.83,1.27495,0.72382,1.00656,0.8899,0.83786,0.91492,0.54797,1.30842,0.66669,0.9796,0.0054975,0.0018325,0.0054975,0.0018325,0.0054975,0.0018325,0.0054975,0.0018325
167,9758.15,1.26938,0.72458,1.00636,0.88958,0.83836,0.91497,0.54813,1.30847,0.66763,0.97933,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783
168,9816.44,1.26624,0.71979,1.00529,0.89036,0.83816,0.91476,0.5481,1.30798,0.66671,0.97896,0.0052005,0.0017335,0.0052005,0.0017335,0.0052005,0.0017335,0.0052005,0.0017335
169,9874.76,1.26481,0.72051,1.00546,0.89047,0.83786,0.91475,0.54848,1.30706,0.66669,0.97858,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684
170,9933.36,1.26251,0.71549,1.00428,0.89048,0.83801,0.91477,0.54832,1.30769,0.66674,0.97861,0.0049035,0.0016345,0.0049035,0.0016345,0.0049035,0.0016345,0.0049035,0.0016345
171,9991.39,1.26509,0.71791,1.00356,0.89177,0.83776,0.91481,0.54857,1.30715,0.66562,0.97831,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585
172,10049.5,1.26065,0.71672,1.00363,0.89249,0.83816,0.91506,0.54873,1.30708,0.66556,0.97809,0.0046065,0.0015355,0.0046065,0.0015355,0.0046065,0.0015355,0.0046065,0.0015355
173,10107.1,1.25994,0.71201,1.00165,0.89277,0.83697,0.91487,0.5487,1.30592,0.66488,0.97791,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486
174,10164.9,1.25773,0.71259,1.00173,0.89291,0.83657,0.91489,0.54869,1.30498,0.66441,0.97749,0.0043095,0.0014365,0.0043095,0.0014365,0.0043095,0.0014365,0.0043095,0.0014365
175,10223.1,1.25642,0.71357,1.00217,0.8919,0.83682,0.91474,0.54867,1.30449,0.66403,0.97732,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387
176,10281.2,1.25474,0.70974,1.00045,0.89172,0.83786,0.91491,0.54871,1.30442,0.66289,0.97736,0.0040125,0.0013375,0.0040125,0.0013375,0.0040125,0.0013375,0.0040125,0.0013375
177,10340.1,1.24802,0.70722,0.99823,0.89273,0.83749,0.91509,0.54912,1.3032,0.66258,0.97704,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288
178,10398.2,1.25131,0.70839,0.99905,0.89267,0.83771,0.91526,0.54907,1.30309,0.6621,0.97696,0.0037155,0.0012385,0.0037155,0.0012385,0.0037155,0.0012385,0.0037155,0.0012385
179,10456.2,1.24632,0.70572,0.99746,0.89327,0.83801,0.91536,0.54947,1.30283,0.66108,0.97677,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189
180,10514.2,1.2419,0.70223,0.99686,0.8923,0.83861,0.91512,0.54956,1.30246,0.66091,0.97662,0.0034185,0.0011395,0.0034185,0.0011395,0.0034185,0.0011395,0.0034185,0.0011395
181,10571.9,1.24309,0.70219,0.99539,0.89159,0.83861,0.91522,0.54962,1.30212,0.66022,0.97656,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109
182,10630,1.23973,0.70172,0.99612,0.89107,0.83906,0.91543,0.54988,1.30143,0.66004,0.97641,0.0031215,0.0010405,0.0031215,0.0010405,0.0031215,0.0010405,0.0031215,0.0010405
183,10688.6,1.23632,0.69794,0.99439,0.89238,0.83936,0.91568,0.55005,1.30115,0.66015,0.97643,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991
184,10746.2,1.23299,0.69482,0.99291,0.89215,0.83981,0.91598,0.55026,1.30026,0.66006,0.97626,0.0028245,0.0009415,0.0028245,0.0009415,0.0028245,0.0009415,0.0028245,0.0009415
185,10804.5,1.22958,0.69512,0.99216,0.8924,0.8395,0.91602,0.54985,1.30068,0.65975,0.97632,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892
186,10862.9,1.23,0.69396,0.99347,0.89361,0.83891,0.91636,0.54992,1.30054,0.65998,0.9762,0.0025275,0.0008425,0.0025275,0.0008425,0.0025275,0.0008425,0.0025275,0.0008425
187,10920.9,1.22837,0.69271,0.9919,0.893,0.83981,0.91636,0.55042,1.29912,0.65907,0.97588,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793
188,10979.1,1.22948,0.69072,0.99136,0.89365,0.83931,0.91643,0.55102,1.29889,0.65847,0.97586,0.0022305,0.0007435,0.0022305,0.0007435,0.0022305,0.0007435,0.0022305,0.0007435
189,11036.9,1.22649,0.68994,0.99191,0.89287,0.83995,0.91618,0.55115,1.29834,0.6573,0.97562,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694
190,11094.7,1.22172,0.68793,0.98886,0.893,0.8398,0.91635,0.55091,1.29859,0.65738,0.97551,0.0019335,0.0006445,0.0019335,0.0006445,0.0019335,0.0006445,0.0019335,0.0006445
191,11152.3,1.18969,0.64428,0.98597,0.89199,0.83965,0.91661,0.55116,1.29834,0.65612,0.97534,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595
192,11209.1,1.18205,0.64029,0.98511,0.89428,0.8395,0.91666,0.55091,1.29794,0.65653,0.97518,0.0016365,0.0005455,0.0016365,0.0005455,0.0016365,0.0005455,0.0016365,0.0005455
193,11266.2,1.17552,0.63387,0.98022,0.89381,0.83946,0.91691,0.55116,1.29745,0.65601,0.97488,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496
194,11322.9,1.17245,0.63112,0.98013,0.89555,0.83936,0.91707,0.55144,1.29696,0.65515,0.97463,0.0013395,0.0004465,0.0013395,0.0004465,0.0013395,0.0004465,0.0013395,0.0004465
195,11379.6,1.16729,0.63015,0.97891,0.89473,0.83965,0.917,0.55113,1.29702,0.65443,0.97474,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397
196,11436.5,1.16804,0.62992,0.97936,0.89648,0.83995,0.91744,0.55153,1.29646,0.65401,0.97458,0.0010425,0.0003475,0.0010425,0.0003475,0.0010425,0.0003475,0.0010425,0.0003475
197,11493.6,1.16299,0.62719,0.97761,0.89616,0.83965,0.9173,0.55135,1.29561,0.65365,0.97435,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298
198,11550.7,1.15984,0.6213,0.97861,0.89732,0.83936,0.91736,0.55162,1.2947,0.65312,0.97422,0.0007455,0.0002485,0.0007455,0.0002485,0.0007455,0.0002485,0.0007455,0.0002485
199,11607.1,1.15734,0.622,0.97573,0.89743,0.83906,0.91746,0.55169,1.2952,0.65357,0.97425,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199
200,11663.8,1.15292,0.62038,0.97514,0.89776,0.83776,0.91724,0.55115,1.29498,0.65375,0.97411,0.0004485,0.0001495,0.0004485,0.0001495,0.0004485,0.0001495,0.0004485,0.0001495