yolo11l/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
1,18.1079,1.38692,3.78334,1.67882,0.18359,0.7114,0.27914,0.16518,0.91671,10.4677,1.50199,0.000232826,0.000232826,0.000232826
2,28.3148,1.19047,2.28747,1.45143,0.78555,0.26203,0.25633,0.14797,1.40914,3.146,3.01622,0.000468495,0.000468495,0.000468495
3,38.2499,1.20114,1.97141,1.44668,0.29364,0.07614,0.01788,0.00553,3.0763,13.4674,3.77099,0.000701809,0.000701809,0.000701809
4,48.0291,1.13074,1.86298,1.37704,0.241,0.14786,0.1462,0.08578,1.80067,5.47241,2.80327,0.000703397,0.000703397,0.000703397
5,57.9032,1.12276,1.7312,1.39003,0.06241,0.13291,0.03735,0.01826,2.64474,8.77918,3.82202,0.000699863,0.000699863,0.000699863
6,67.7794,1.09978,1.64636,1.37739,0.66482,0.28047,0.20974,0.14069,1.21241,5.99092,1.6123,0.000696328,0.000696328,0.000696328
7,77.7891,0.99719,1.57144,1.28605,0.32348,0.7681,0.54624,0.39402,0.72781,1.66561,1.19376,0.000692794,0.000692794,0.000692794
8,87.9597,1.03493,1.48668,1.31727,0.71862,0.6998,0.70961,0.55097,0.87793,1.39373,1.27897,0.00068926,0.00068926,0.00068926
9,97.8461,1.01951,1.50996,1.35819,0.49163,0.40811,0.47472,0.37191,0.75626,1.45167,1.19345,0.000685726,0.000685726,0.000685726
10,107.877,1.02899,1.52072,1.31062,0.18663,0.15537,0.0963,0.04899,2.36943,4.66701,3.41101,0.000682191,0.000682191,0.000682191
11,117.629,0.98572,1.40021,1.30053,0.02079,0.31174,0.03098,0.00657,3.97618,5.45391,5.66114,0.000678657,0.000678657,0.000678657
12,127.375,0.90058,1.28161,1.22678,0.45892,0.66199,0.46371,0.3662,0.64572,1.59422,1.05484,0.000675123,0.000675123,0.000675123
13,137.281,0.861,1.29714,1.19138,0.10689,0.35635,0.11476,0.07044,1.09246,4.49006,1.45719,0.000671588,0.000671588,0.000671588
14,146.95,0.79555,1.26735,1.16034,0.41655,0.72107,0.49583,0.39068,0.61629,2.02024,1.10283,0.000668054,0.000668054,0.000668054
15,156.589,0.86321,1.26737,1.18309,0.34836,0.89249,0.71821,0.57518,0.7217,2.12483,1.10556,0.00066452,0.00066452,0.00066452
16,166.49,0.84283,1.16849,1.17976,0.01528,0.42243,0.01513,0.00394,3.35874,5.17909,4.7696,0.000660986,0.000660986,0.000660986
17,176.195,0.8296,1.1603,1.20084,0.33661,0.54152,0.37384,0.25735,1.06099,3.22836,1.51325,0.000657451,0.000657451,0.000657451
18,185.836,0.843,1.18931,1.16863,0.81516,0.66656,0.77147,0.57995,0.73435,1.23327,1.22776,0.000653917,0.000653917,0.000653917
19,195.796,0.8341,1.15901,1.1936,0.69578,0.76209,0.792,0.68689,0.58207,1.13827,1.04539,0.000650383,0.000650383,0.000650383
20,205.715,0.77498,1.09799,1.14592,0.77993,0.76279,0.8723,0.75112,0.54911,0.76681,0.97719,0.000646848,0.000646848,0.000646848
21,215.602,0.7817,1.08929,1.15883,0.76093,0.61514,0.59473,0.48254,0.51625,0.95349,0.99168,0.000643314,0.000643314,0.000643314
22,225.309,0.73729,0.9987,1.11999,0.48991,0.4981,0.3707,0.2347,1.73415,2.80195,2.54153,0.00063978,0.00063978,0.00063978
23,235.079,0.76445,0.9768,1.15035,0.76442,0.85341,0.93532,0.79541,0.5147,0.53783,0.9777,0.000636245,0.000636245,0.000636245
24,244.998,0.7022,0.99634,1.09813,0.81899,0.73553,0.92986,0.75309,0.57385,0.64562,1.03543,0.000632711,0.000632711,0.000632711
25,254.704,0.68871,0.97759,1.12155,0.79702,0.63994,0.79468,0.63632,0.59864,0.90473,1.0712,0.000629177,0.000629177,0.000629177
26,264.463,0.69826,0.9706,1.12039,0.8176,0.70329,0.88107,0.73907,0.51229,0.63794,0.96992,0.000625642,0.000625642,0.000625642
27,274.033,0.67273,0.91588,1.10558,0.72671,0.88018,0.91885,0.77167,0.47282,0.55874,0.92321,0.000622108,0.000622108,0.000622108
28,283.863,0.6996,1.03845,1.1493,0.54518,0.07791,0.06485,0.01909,2.77473,4.63349,4.92393,0.000618574,0.000618574,0.000618574
29,293.525,0.69455,0.95059,1.12705,0.55389,0.88304,0.74325,0.62044,0.43944,0.4908,0.92319,0.00061504,0.00061504,0.00061504
30,303.192,0.61862,0.98675,1.0623,0.69876,0.71889,0.89559,0.73995,0.51754,1.13352,0.95709,0.000611505,0.000611505,0.000611505
31,312.902,0.69816,1.00218,1.13382,0.67628,0.77977,0.63647,0.538,0.46216,0.80237,0.96966,0.000607971,0.000607971,0.000607971
32,322.484,0.62888,0.87634,1.028,0.87984,0.84733,0.90871,0.7752,0.4469,0.53003,0.93513,0.000604437,0.000604437,0.000604437
33,332.223,0.69313,0.87708,1.12266,0.04407,0.46833,0.07868,0.03229,2.58725,4.9342,3.19473,0.000600902,0.000600902,0.000600902
34,341.794,0.67348,0.91306,1.09495,0.88906,0.91915,0.95701,0.81594,0.40322,0.44853,0.89266,0.000597368,0.000597368,0.000597368
35,351.718,0.63598,0.88208,1.07275,0.8639,0.89959,0.93379,0.81982,0.42706,0.52665,0.90131,0.000593834,0.000593834,0.000593834
36,361.678,0.62248,0.84806,1.07229,0.64733,0.3234,0.38831,0.26946,1.04494,2.31423,1.54137,0.0005903,0.0005903,0.0005903
37,371.357,0.69131,0.92931,1.0736,0.74812,0.88807,0.93733,0.79918,0.39952,0.50397,0.88449,0.000586765,0.000586765,0.000586765
38,380.945,0.6209,0.85603,1.08228,0.36713,0.34188,0.36435,0.29797,0.94226,1.9894,1.34501,0.000583231,0.000583231,0.000583231
39,390.579,0.64991,0.92583,1.08406,0.87391,0.89762,0.94156,0.77979,0.44691,0.47277,0.93338,0.000579697,0.000579697,0.000579697
40,400.336,0.6803,0.92155,1.07585,0.81265,0.75418,0.92624,0.78043,0.47408,0.63515,0.93851,0.000576162,0.000576162,0.000576162
41,410.027,0.67122,0.81314,1.13476,0.72225,0.02759,0.04895,0.0193,2.95339,5.60536,3.92258,0.000572628,0.000572628,0.000572628
42,419.775,0.60053,0.85245,1.07058,0.74157,0.95438,0.7896,0.66149,0.45426,0.53028,0.9295,0.000569094,0.000569094,0.000569094
43,429.402,0.66363,0.86761,1.07255,0.90726,0.8643,0.89725,0.76606,0.4867,0.523,0.98461,0.000565559,0.000565559,0.000565559
44,439.094,0.65582,0.81492,1.04954,0.87505,0.86444,0.96154,0.80026,0.47754,0.53835,0.95966,0.000562025,0.000562025,0.000562025
45,448.948,0.62741,0.83044,1.05556,0.85977,0.95588,0.97181,0.83267,0.37836,0.42021,0.88367,0.000558491,0.000558491,0.000558491
46,458.643,0.58999,0.85114,1.05478,0.62048,0.73777,0.85303,0.70559,0.59913,1.30155,1.08045,0.000554956,0.000554956,0.000554956
47,468.471,0.61908,0.81166,1.03109,0.83557,0.55777,0.83316,0.66878,0.68453,1.22864,1.15044,0.000551422,0.000551422,0.000551422
48,477.957,0.59201,0.83456,1.02328,0.91145,0.87093,0.96268,0.83021,0.44453,0.49002,0.92645,0.000547888,0.000547888,0.000547888
49,487.656,0.59931,0.8235,1.04204,0.31805,0.24044,0.26741,0.16322,1.73225,2.12426,2.36775,0.000544354,0.000544354,0.000544354
50,497.381,0.52132,0.70735,1.00089,0.82469,0.87894,0.89156,0.79112,0.37013,0.40115,0.88459,0.000540819,0.000540819,0.000540819
51,507.187,0.58214,0.80528,1.05103,0.84688,0.9116,0.92856,0.83481,0.41343,0.41766,0.90459,0.000537285,0.000537285,0.000537285
52,516.824,0.56275,0.72972,1.03296,0.87016,0.86865,0.91445,0.77228,0.44071,0.48887,0.93267,0.000533751,0.000533751,0.000533751
53,526.47,0.58407,0.7283,1.04161,0.3526,0.52171,0.31965,0.18518,1.6574,2.73834,2.6457,0.000530216,0.000530216,0.000530216
54,536.149,0.62426,0.78486,1.03833,0.941,0.9576,0.97996,0.83621,0.36934,0.34078,0.85965,0.000526682,0.000526682,0.000526682
55,545.854,0.54968,0.71649,1.01791,0.9297,0.84143,0.941,0.84333,0.35449,0.3695,0.87209,0.000523148,0.000523148,0.000523148
56,555.714,0.52359,0.69981,0.98925,0.91209,0.87284,0.96859,0.85376,0.33101,0.38052,0.85558,0.000519613,0.000519613,0.000519613
57,565.4,0.55088,0.74689,1.03335,0.8657,0.86974,0.95914,0.86224,0.33494,0.43069,0.84581,0.000516079,0.000516079,0.000516079
58,575.39,0.54968,0.71332,1.02737,0.52632,0.59024,0.41506,0.30989,0.79965,1.95946,1.24718,0.000512545,0.000512545,0.000512545
59,585.011,0.54308,0.73002,1.04353,0.83541,0.85641,0.90545,0.77891,0.39764,0.5203,0.87065,0.000509011,0.000509011,0.000509011
60,594.85,0.56744,0.70581,1.0355,0.39512,0.57329,0.34472,0.22088,1.35456,2.51849,1.91773,0.000505476,0.000505476,0.000505476
61,604.604,0.59363,0.75279,1.04897,0.89268,0.86281,0.94489,0.81256,0.38973,0.42831,0.88313,0.000501942,0.000501942,0.000501942
62,614.177,0.56332,0.72619,1.01263,0.57058,0.70407,0.5819,0.47457,0.48665,3.81961,0.99832,0.000498408,0.000498408,0.000498408
63,623.83,0.52635,0.70692,1.00436,0.92461,0.85604,0.91066,0.83659,0.37938,0.43254,0.86263,0.000494873,0.000494873,0.000494873
64,633.486,0.52132,0.65882,0.99303,0.87949,0.91123,0.94445,0.84603,0.36867,0.3722,0.87555,0.000491339,0.000491339,0.000491339
65,643.308,0.54357,0.74719,1.01559,0.9332,0.9189,0.95867,0.87328,0.29483,0.35028,0.82182,0.000487805,0.000487805,0.000487805
66,653.13,0.52479,0.67089,0.99648,0.5172,0.77293,0.56245,0.39407,0.75706,1.43558,1.20601,0.000484271,0.000484271,0.000484271
67,662.813,0.51903,0.67134,0.9904,0.8334,0.79724,0.93512,0.79713,0.4291,0.46092,0.89837,0.000480736,0.000480736,0.000480736
68,672.532,0.52143,0.65133,1.01842,0.89434,0.90247,0.93178,0.80694,0.42846,0.38729,0.90612,0.000477202,0.000477202,0.000477202
69,682.178,0.45572,0.59485,0.95131,0.79826,0.80528,0.96136,0.81385,0.43135,0.48457,0.9257,0.000473668,0.000473668,0.000473668
70,691.994,0.50325,0.61011,1.00164,0.93205,0.88876,0.96068,0.82458,0.39997,0.36492,0.91326,0.000470133,0.000470133,0.000470133
71,701.759,0.55579,0.72821,1.00652,0.87474,0.83731,0.89702,0.80845,0.36014,0.44999,0.85589,0.000466599,0.000466599,0.000466599
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73,721.208,0.51111,0.61617,0.99181,0.58938,0.7647,0.60563,0.50654,0.62118,1.23025,1.13679,0.00045953,0.00045953,0.00045953
74,730.711,0.46912,0.59597,0.98338,0.04681,0.40759,0.04212,0.01789,2.97142,4.97268,4.19039,0.000455996,0.000455996,0.000455996
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82,808.283,0.47872,0.63769,1.00101,0.91804,0.88224,0.9164,0.80415,0.36892,0.39339,0.87812,0.000427722,0.000427722,0.000427722
83,817.832,0.45712,0.56148,0.97136,0.42377,0.49753,0.32658,0.20836,1.5266,2.91682,2.23832,0.000424187,0.000424187,0.000424187
84,827.507,0.50891,0.65314,1.01335,0.87895,0.94061,0.97235,0.88767,0.31084,0.30178,0.82808,0.000420653,0.000420653,0.000420653
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87,856.916,0.4888,0.58958,0.96632,0.88859,0.93133,0.9616,0.87464,0.34423,0.34343,0.84423,0.00041005,0.00041005,0.00041005
88,866.521,0.47116,0.55697,0.95626,0.8943,0.8903,0.92526,0.8246,0.35324,0.40228,0.85319,0.000406516,0.000406516,0.000406516
89,876.048,0.46473,0.58269,0.98236,0.72206,0.73745,0.68748,0.56383,0.51452,0.95899,1.01834,0.000402982,0.000402982,0.000402982
90,885.818,0.48949,0.59715,0.989,0.90193,0.92426,0.94039,0.84085,0.32984,0.36315,0.83497,0.000399447,0.000399447,0.000399447
91,895.442,0.42141,0.56279,0.9528,0.72102,0.77039,0.74334,0.66959,0.38268,0.58509,0.90276,0.000395913,0.000395913,0.000395913
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103,1011.53,0.45472,0.53224,0.9786,0.90262,0.9107,0.95085,0.87746,0.34714,0.31612,0.86223,0.000353501,0.000353501,0.000353501
104,1021.18,0.44805,0.61909,0.95787,0.39472,0.32419,0.10437,0.03998,2.33751,6.0401,3.05189,0.000349967,0.000349967,0.000349967
105,1030.78,0.41722,0.51339,0.96667,0.75878,0.81539,0.78494,0.71065,0.33527,0.46209,0.85841,0.000346433,0.000346433,0.000346433
106,1040.38,0.44805,0.54144,0.95656,0.88154,0.91997,0.95647,0.86508,0.30139,0.3116,0.82398,0.000342899,0.000342899,0.000342899
107,1050.1,0.42217,0.54967,0.96917,0.88813,0.90234,0.94882,0.88941,0.2927,0.3296,0.81258,0.000339364,0.000339364,0.000339364
108,1059.85,0.41911,0.49823,0.95795,0.94289,0.92722,0.97394,0.86673,0.33936,0.28594,0.85415,0.00033583,0.00033583,0.00033583
109,1069.67,0.42025,0.47304,0.9649,0.91498,0.86124,0.93333,0.84097,0.33463,0.38543,0.84219,0.000332296,0.000332296,0.000332296
110,1079.5,0.41185,0.47448,0.94791,0.86574,0.84093,0.87362,0.81567,0.33599,0.49321,0.86306,0.000328761,0.000328761,0.000328761
111,1089.13,0.44094,0.51093,0.9502,0.89409,0.87933,0.93404,0.87856,0.31786,0.40989,0.84311,0.000325227,0.000325227,0.000325227
112,1099.06,0.41912,0.48787,0.9346,0.32162,0.25258,0.23945,0.16008,1.59872,3.18498,2.14595,0.000321693,0.000321693,0.000321693
113,1108.76,0.42597,0.52085,0.94363,0.88178,0.8508,0.89236,0.82504,0.33362,0.35366,0.85218,0.000318158,0.000318158,0.000318158
114,1118.48,0.42195,0.50002,0.9472,0.91372,0.85108,0.90819,0.82003,0.34268,0.42199,0.84682,0.000314624,0.000314624,0.000314624
115,1128.27,0.40643,0.49634,0.92566,0.93492,0.88345,0.93154,0.85438,0.33249,0.32418,0.84699,0.00031109,0.00031109,0.00031109
116,1138.06,0.41299,0.52261,0.93775,0.9241,0.88637,0.97359,0.89268,0.29285,0.30404,0.82472,0.000307555,0.000307555,0.000307555
117,1147.91,0.41559,0.51591,0.96439,0.58659,0.88111,0.65566,0.55853,0.46192,1.0743,0.9688,0.000304021,0.000304021,0.000304021
118,1157.59,0.43315,0.45752,0.95443,0.89645,0.9306,0.93993,0.88539,0.27946,0.29587,0.81998,0.000300487,0.000300487,0.000300487
119,1167.27,0.40379,0.46962,0.93362,0.89444,0.91033,0.96987,0.87133,0.33792,0.27528,0.87133,0.000296953,0.000296953,0.000296953
120,1176.97,0.39485,0.48824,0.92533,0.11405,0.43651,0.10334,0.04291,3.09459,5.35326,4.05339,0.000293418,0.000293418,0.000293418
121,1186.83,0.38105,0.43598,0.9523,0.88668,0.79127,0.85325,0.77111,0.34864,0.44235,0.89754,0.000289884,0.000289884,0.000289884
122,1196.46,0.44567,0.46908,0.9847,0.90623,0.89845,0.9301,0.86039,0.33082,0.33496,0.8499,0.00028635,0.00028635,0.00028635
123,1206.12,0.42368,0.48205,0.96805,0.82146,0.72108,0.79097,0.54797,0.80618,1.04844,1.48605,0.000282815,0.000282815,0.000282815
124,1215.83,0.38748,0.40863,0.9158,0.91412,0.83869,0.92047,0.83636,0.34434,0.38006,0.8419,0.000279281,0.000279281,0.000279281
125,1225.58,0.39029,0.41089,0.93433,0.81098,0.88355,0.94913,0.86261,0.33365,0.33905,0.85354,0.000275747,0.000275747,0.000275747
126,1235.41,0.41784,0.4705,0.9402,0.89014,0.85418,0.89894,0.84896,0.31264,0.44834,0.83105,0.000272212,0.000272212,0.000272212
127,1245.18,0.41728,0.47878,0.93306,0.89783,0.8825,0.93172,0.86218,0.27658,0.3308,0.81455,0.000268678,0.000268678,0.000268678
128,1254.89,0.39293,0.45407,0.93486,0.87312,0.90119,0.93474,0.84564,0.33364,0.35037,0.86161,0.000265144,0.000265144,0.000265144
129,1264.65,0.40192,0.44036,0.95387,0.91628,0.88405,0.92562,0.87942,0.29572,0.36936,0.82042,0.00026161,0.00026161,0.00026161
130,1274.44,0.39487,0.43421,0.9235,0.93387,0.87431,0.91104,0.86203,0.32489,0.3539,0.84929,0.000258075,0.000258075,0.000258075
131,1284.1,0.41121,0.46139,0.95866,0.89353,0.87937,0.93475,0.86017,0.32212,0.32384,0.85724,0.000254541,0.000254541,0.000254541
132,1293.75,0.37193,0.41856,0.9353,0.89709,0.85479,0.93598,0.88472,0.32174,0.35788,0.8482,0.000251007,0.000251007,0.000251007
133,1303.57,0.3706,0.44166,0.9216,0.85061,0.85493,0.9544,0.8749,0.30889,0.34711,0.83681,0.000247472,0.000247472,0.000247472
134,1313.27,0.44104,0.46634,0.95037,0.87337,0.83458,0.91079,0.84209,0.33737,0.3536,0.84539,0.000243938,0.000243938,0.000243938
135,1322.92,0.39622,0.44022,0.94438,0.86017,0.77937,0.90478,0.83266,0.38886,0.44755,0.89593,0.000240404,0.000240404,0.000240404
136,1332.68,0.40231,0.46939,0.93891,0.80652,0.88455,0.93703,0.87482,0.29805,0.3819,0.81369,0.000236869,0.000236869,0.000236869
137,1342.46,0.4069,0.44624,0.93739,0.84006,0.84717,0.93084,0.88962,0.29614,0.39243,0.82643,0.000233335,0.000233335,0.000233335
138,1352.08,0.3961,0.41278,0.93314,0.93702,0.90465,0.94269,0.88856,0.3019,0.30628,0.83462,0.000229801,0.000229801,0.000229801
139,1361.69,0.38355,0.43762,0.93744,0.90932,0.87154,0.92816,0.85519,0.33406,0.37527,0.85712,0.000226267,0.000226267,0.000226267
140,1371.53,0.37789,0.41776,0.91263,0.87754,0.92842,0.91194,0.86889,0.30366,0.33452,0.82753,0.000222732,0.000222732,0.000222732
141,1381.26,0.35619,0.38325,0.92672,0.93083,0.8673,0.92812,0.86681,0.29385,0.33903,0.81983,0.000219198,0.000219198,0.000219198
142,1390.8,0.37177,0.40642,0.9171,0.86969,0.83648,0.93298,0.87266,0.3331,0.357,0.84046,0.000215664,0.000215664,0.000215664
143,1400.39,0.37075,0.43897,0.91649,0.89546,0.85929,0.91508,0.86539,0.29178,0.32712,0.81177,0.000212129,0.000212129,0.000212129
144,1410.01,0.36756,0.40503,0.92833,0.85261,0.83839,0.94824,0.88972,0.28717,0.30173,0.81416,0.000208595,0.000208595,0.000208595
145,1419.58,0.38704,0.42189,0.93623,0.89507,0.87673,0.93492,0.88152,0.30529,0.29941,0.8232,0.000205061,0.000205061,0.000205061
146,1429.47,0.38092,0.4386,0.92821,0.91496,0.82419,0.92126,0.88116,0.29015,0.37684,0.80731,0.000201527,0.000201527,0.000201527
147,1439.06,0.34785,0.40691,0.92491,0.91695,0.88183,0.93987,0.84072,0.31848,0.31461,0.84299,0.000197992,0.000197992,0.000197992
148,1448.83,0.36233,0.40719,0.93057,0.91935,0.91644,0.94305,0.85723,0.30522,0.34321,0.82356,0.000194458,0.000194458,0.000194458
149,1458.45,0.38212,0.44199,0.93463,0.91196,0.91812,0.94988,0.89572,0.27756,0.31452,0.80489,0.000190924,0.000190924,0.000190924
150,1468.33,0.3599,0.36988,0.92356,0.88821,0.87985,0.95258,0.89475,0.2668,0.34083,0.80078,0.000187389,0.000187389,0.000187389
151,1477.97,0.36547,0.40346,0.90113,0.92795,0.9579,0.96048,0.90842,0.27552,0.28518,0.79944,0.000183855,0.000183855,0.000183855
152,1487.87,0.37199,0.41526,0.92871,0.93072,0.9244,0.95559,0.87758,0.29238,0.28915,0.8124,0.000180321,0.000180321,0.000180321
153,1497.57,0.37289,0.42622,0.91906,0.9169,0.90783,0.96357,0.88528,0.29759,0.27493,0.81657,0.000176786,0.000176786,0.000176786
154,1507.21,0.33618,0.37842,0.89757,0.90607,0.91072,0.95826,0.88905,0.28705,0.28483,0.81367,0.000173252,0.000173252,0.000173252
155,1517.08,0.35454,0.36768,0.91705,0.90585,0.84525,0.91486,0.84295,0.29409,0.40376,0.81429,0.000169718,0.000169718,0.000169718
156,1526.68,0.34329,0.3809,0.9195,0.86335,0.83952,0.91966,0.86825,0.28313,0.37634,0.80373,0.000166183,0.000166183,0.000166183
157,1536.44,0.35,0.36233,0.92835,0.88192,0.86878,0.95214,0.86449,0.29552,0.28545,0.82323,0.000162649,0.000162649,0.000162649
158,1546.25,0.35678,0.37076,0.92554,0.92415,0.91353,0.94742,0.86423,0.2999,0.29863,0.82923,0.000159115,0.000159115,0.000159115
159,1555.89,0.35323,0.36548,0.91993,0.91487,0.91687,0.92959,0.85412,0.30104,0.32957,0.81825,0.000155581,0.000155581,0.000155581
160,1565.4,0.35142,0.39799,0.92717,0.90925,0.91921,0.93494,0.8531,0.28811,0.34779,0.82395,0.000152046,0.000152046,0.000152046
161,1574.98,0.31408,0.37198,0.90267,0.89674,0.9063,0.94999,0.87526,0.281,0.2883,0.82977,0.000148512,0.000148512,0.000148512
162,1584.86,0.31489,0.34378,0.88362,0.90465,0.88142,0.92759,0.86443,0.3113,0.32686,0.84493,0.000144978,0.000144978,0.000144978
163,1594.47,0.32404,0.34868,0.91117,0.91292,0.88532,0.91965,0.83815,0.30583,0.40706,0.83297,0.000141443,0.000141443,0.000141443
164,1604.17,0.31892,0.35189,0.8983,0.9206,0.88755,0.93554,0.86912,0.33211,0.3258,0.86513,0.000137909,0.000137909,0.000137909
165,1613.81,0.3445,0.3698,0.92804,0.90643,0.86014,0.922,0.86345,0.28802,0.34309,0.82522,0.000134375,0.000134375,0.000134375
166,1623.47,0.33757,0.41392,0.9134,0.92397,0.91186,0.94501,0.87928,0.30273,0.31809,0.83497,0.000130841,0.000130841,0.000130841
167,1632.89,0.33272,0.37375,0.90674,0.92925,0.91757,0.92913,0.84972,0.31581,0.32983,0.84319,0.000127306,0.000127306,0.000127306
168,1642.45,0.36233,0.40403,0.92749,0.91295,0.89065,0.93203,0.857,0.30265,0.30983,0.83508,0.000123772,0.000123772,0.000123772
169,1652.1,0.3478,0.38598,0.89528,0.9246,0.90499,0.95076,0.87883,0.30631,0.30878,0.83737,0.000120238,0.000120238,0.000120238
170,1661.92,0.34608,0.39214,0.89927,0.92555,0.90682,0.95255,0.88674,0.30883,0.28872,0.84445,0.000116703,0.000116703,0.000116703
171,1671.58,0.33596,0.37533,0.92212,0.91375,0.90618,0.94758,0.87983,0.29263,0.33858,0.83652,0.000113169,0.000113169,0.000113169
172,1681.21,0.32127,0.35939,0.89171,0.90928,0.91139,0.95469,0.88679,0.29278,0.32169,0.83873,0.000109635,0.000109635,0.000109635
173,1690.72,0.34315,0.36716,0.90218,0.93165,0.90175,0.95669,0.89196,0.29563,0.28574,0.83592,0.0001061,0.0001061,0.0001061
174,1700.22,0.34315,0.34565,0.90509,0.93343,0.91582,0.96349,0.89641,0.30094,0.25917,0.83907,0.000102566,0.000102566,0.000102566
175,1709.96,0.32785,0.32771,0.89043,0.91841,0.90363,0.9537,0.88334,0.30157,0.26195,0.83322,9.90318e-05,9.90318e-05,9.90318e-05
176,1719.61,0.32599,0.33718,0.89553,0.93016,0.87438,0.92233,0.8647,0.30537,0.31035,0.83921,9.54975e-05,9.54975e-05,9.54975e-05
177,1729.25,0.3555,0.34453,0.92708,0.93064,0.8865,0.91602,0.87212,0.28984,0.28555,0.82892,9.19632e-05,9.19632e-05,9.19632e-05
178,1738.84,0.33919,0.34499,0.93504,0.92608,0.91382,0.9298,0.87863,0.25733,0.29488,0.80436,8.84289e-05,8.84289e-05,8.84289e-05
179,1748.44,0.33515,0.34561,0.89744,0.92029,0.91078,0.9408,0.88697,0.27196,0.29001,0.81385,8.48946e-05,8.48946e-05,8.48946e-05
180,1758.15,0.31732,0.32036,0.90249,0.9178,0.9071,0.94118,0.88031,0.26807,0.29268,0.81004,8.13603e-05,8.13603e-05,8.13603e-05
181,1767.89,0.32528,0.37011,0.90304,0.93077,0.91405,0.94964,0.90025,0.25761,0.28627,0.80221,7.7826e-05,7.7826e-05,7.7826e-05
182,1777.64,0.28827,0.29946,0.88971,0.91239,0.92737,0.95131,0.89436,0.25647,0.27036,0.79694,7.42917e-05,7.42917e-05,7.42917e-05
183,1787.27,0.29127,0.32163,0.88949,0.91927,0.87943,0.91718,0.87301,0.28777,0.30396,0.82258,7.07574e-05,7.07574e-05,7.07574e-05
184,1796.9,0.32484,0.33204,0.92067,0.91025,0.87864,0.91595,0.86516,0.2797,0.32578,0.81985,6.72231e-05,6.72231e-05,6.72231e-05
185,1806.85,0.30713,0.31338,0.87132,0.89937,0.8798,0.90693,0.86013,0.29731,0.34839,0.82398,6.36888e-05,6.36888e-05,6.36888e-05
186,1816.56,0.31872,0.32217,0.90823,0.90296,0.89279,0.91972,0.8881,0.26116,0.30717,0.79897,6.01545e-05,6.01545e-05,6.01545e-05
187,1826.14,0.29775,0.3288,0.89536,0.9154,0.91214,0.94902,0.90708,0.26529,0.2719,0.80354,5.66202e-05,5.66202e-05,5.66202e-05
188,1835.79,0.29834,0.31096,0.89633,0.91502,0.90085,0.94994,0.8993,0.25333,0.27108,0.79802,5.30859e-05,5.30859e-05,5.30859e-05
189,1845.45,0.31721,0.32732,0.8969,0.9219,0.87808,0.92426,0.87516,0.2799,0.29979,0.81796,4.95516e-05,4.95516e-05,4.95516e-05
190,1855.09,0.29446,0.32869,0.8704,0.9246,0.87991,0.91818,0.86875,0.28167,0.30976,0.8236,4.60173e-05,4.60173e-05,4.60173e-05
191,1865.84,0.26815,0.24312,0.8416,0.91304,0.88386,0.92119,0.86934,0.28807,0.31983,0.82597,4.2483e-05,4.2483e-05,4.2483e-05
192,1875.59,0.26474,0.24232,0.84745,0.90672,0.86746,0.91684,0.85576,0.29674,0.31703,0.83809,3.89487e-05,3.89487e-05,3.89487e-05
193,1885.24,0.25597,0.23853,0.82307,0.89372,0.87208,0.91948,0.8538,0.31694,0.28747,0.85398,3.54144e-05,3.54144e-05,3.54144e-05
194,1894.82,0.25358,0.21931,0.81309,0.91056,0.92,0.94393,0.85716,0.30963,0.27715,0.84241,3.18801e-05,3.18801e-05,3.18801e-05
195,1904.6,0.26113,0.23151,0.826,0.91562,0.89739,0.91854,0.86559,0.29559,0.28699,0.83159,2.83458e-05,2.83458e-05,2.83458e-05
196,1914.19,0.26073,0.2289,0.84391,0.91303,0.90163,0.93331,0.87507,0.27794,0.26976,0.81823,2.48115e-05,2.48115e-05,2.48115e-05
197,1923.67,0.24712,0.21105,0.84363,0.92083,0.88593,0.9312,0.86992,0.2819,0.27728,0.82248,2.12772e-05,2.12772e-05,2.12772e-05
198,1933.26,0.25992,0.22946,0.82518,0.9151,0.89408,0.93096,0.87423,0.27728,0.27471,0.81954,1.77429e-05,1.77429e-05,1.77429e-05
199,1942.75,0.24681,0.22756,0.83184,0.91669,0.89343,0.93237,0.87502,0.29173,0.27796,0.82872,1.42086e-05,1.42086e-05,1.42086e-05
200,1952.38,0.23067,0.20479,0.80642,0.91715,0.89335,0.92683,0.86717,0.30032,0.28716,0.83913,1.06743e-05,1.06743e-05,1.06743e-05