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
1,4.43168,2.13133,3.67814,1.92728,0.0182,0.06211,0.01401,0.00863,1.80384,3.69053,1.80982,2.222e-05,2.222e-05,2.222e-05
2,5.82459,2.05671,3.64617,1.88184,0.21449,0.05105,0.01204,0.00635,1.88123,3.71574,1.8734,5.53667e-05,5.53667e-05,5.53667e-05
3,7.022,2.02793,3.69845,1.8374,0.2706,0.09421,0.04503,0.02924,1.69575,3.17484,1.6674,8.82934e-05,8.82934e-05,8.82934e-05
4,8.42568,1.7821,3.0477,1.6929,0.59875,0.28158,0.21926,0.12131,1.47928,6.17673,1.34832,0.000121,0.000121,0.000121
5,9.90947,1.30565,2.14188,1.39564,0.47911,0.40246,0.33506,0.21409,1.32997,4.49259,1.18368,0.000153487,0.000153487,0.000153487
6,11.3567,1.17949,1.75474,1.29845,0.4946,0.42856,0.36154,0.20229,1.42726,6.40032,1.27674,0.000185754,0.000185754,0.000185754
7,12.6956,0.98831,1.47901,1.22408,0.55892,0.25017,0.34871,0.16681,1.52899,4.35389,1.30844,0.0002178,0.0002178,0.0002178
8,14.0315,1.01947,1.38426,1.22142,0.53439,0.47224,0.45502,0.30627,1.16711,3.35538,1.13776,0.000249627,0.000249627,0.000249627
9,15.4501,0.81156,1.1461,1.10483,0.6199,0.45428,0.51772,0.35672,1.11015,2.22674,1.17803,0.000281234,0.000281234,0.000281234
10,16.8532,0.90476,1.18323,1.12821,0.46865,0.48082,0.42713,0.24704,1.17622,2.86249,1.2421,0.000312621,0.000312621,0.000312621
11,18.1566,0.84763,0.98371,1.12472,0.70378,0.4414,0.53423,0.34914,1.18917,2.34466,1.18168,0.000343788,0.000343788,0.000343788
12,19.4906,0.81436,0.9863,1.10209,0.56373,0.60459,0.49641,0.32995,1.10454,2.39275,1.13358,0.000374735,0.000374735,0.000374735
13,20.8066,0.82615,0.90346,1.09561,0.47301,0.57771,0.48027,0.32628,1.25207,2.47725,1.45356,0.000405462,0.000405462,0.000405462
14,22.098,0.77904,0.84446,1.082,0.39856,0.45993,0.38948,0.23729,1.53988,2.31862,1.60961,0.000435969,0.000435969,0.000435969
15,23.3918,0.77332,0.90172,1.09172,0.60094,0.55045,0.53159,0.35552,1.36617,1.96927,1.39178,0.000466256,0.000466256,0.000466256
16,24.8378,0.75359,0.86343,1.07817,0.51769,0.55345,0.46105,0.30945,1.32484,2.1274,1.50701,0.000496323,0.000496323,0.000496323
17,26.1157,0.74164,0.7817,1.05327,0.50587,0.43254,0.39784,0.2692,1.41608,2.18606,1.59105,0.00052617,0.00052617,0.00052617
18,27.3696,0.73968,0.81007,1.0557,0.51449,0.37534,0.42115,0.29909,1.24786,2.27284,1.43692,0.000555797,0.000555797,0.000555797
19,28.6431,0.72835,0.79028,1.07055,0.57422,0.46448,0.50636,0.36071,1.13369,1.93791,1.2856,0.000585204,0.000585204,0.000585204
20,30.0453,0.74515,0.79882,1.05794,0.66959,0.5446,0.60652,0.43735,1.13063,1.63557,1.23179,0.000614391,0.000614391,0.000614391
21,31.4027,0.646,0.67176,1.01228,0.67412,0.61505,0.64073,0.47475,1.05462,1.51904,1.20332,0.000643358,0.000643358,0.000643358
22,32.775,0.68056,0.73741,1.03797,0.69744,0.54535,0.63627,0.47334,1.02125,1.53112,1.26359,0.000672105,0.000672105,0.000672105
23,34.0273,0.70957,0.77319,1.04806,0.68036,0.60794,0.67087,0.48191,0.95163,1.26488,1.11326,0.000700632,0.000700632,0.000700632
24,35.3908,0.65446,0.70207,1.02752,0.61079,0.67963,0.67316,0.49295,1.0256,1.34403,1.15009,0.000728939,0.000728939,0.000728939
25,36.7421,0.62526,0.67603,1.00857,0.67294,0.66324,0.67943,0.45017,1.10568,1.50148,1.25265,0.000757027,0.000757027,0.000757027
26,38.0048,0.65969,0.68652,1.01444,0.72032,0.65353,0.67078,0.44531,1.18057,1.61918,1.43813,0.000784894,0.000784894,0.000784894
27,39.3023,0.61885,0.64443,1.00514,0.6915,0.62439,0.64296,0.45795,1.18579,1.33776,1.38628,0.000812541,0.000812541,0.000812541
28,40.5637,0.6635,0.66656,1.02243,0.70935,0.6037,0.60788,0.47446,1.1073,1.374,1.26072,0.000839968,0.000839968,0.000839968
29,41.8174,0.64762,0.67994,1.0169,0.80311,0.59124,0.63137,0.49643,0.96861,1.35782,1.16264,0.000867175,0.000867175,0.000867175
30,43.0806,0.64991,0.67645,1.01413,0.78418,0.59503,0.66793,0.51422,1.07682,1.29111,1.37457,0.000894163,0.000894163,0.000894163
31,44.4498,0.67676,0.66653,1.01865,0.80351,0.62981,0.71675,0.5283,1.08776,1.23497,1.4471,0.00092093,0.00092093,0.00092093
32,45.8143,0.65659,0.64652,1.0103,0.85778,0.7075,0.76974,0.58911,0.90007,0.99153,1.15829,0.000947477,0.000947477,0.000947477
33,47.1557,0.70097,0.67156,1.02976,0.82335,0.72009,0.76561,0.59374,0.92394,1.00254,1.17876,0.000973805,0.000973805,0.000973805
34,48.5148,0.62081,0.64765,0.98237,0.72126,0.74781,0.70223,0.5485,1.00088,0.99711,1.21053,0.000990012,0.000990012,0.000990012
35,49.7741,0.63372,0.67029,1.03672,0.64064,0.67828,0.64971,0.51633,1.04218,1.17365,1.2086,0.000986346,0.000986346,0.000986346
36,51.0197,0.58381,0.58091,0.98136,0.69828,0.56959,0.59481,0.45597,1.23914,1.58439,1.44176,0.000982679,0.000982679,0.000982679
37,52.259,0.59356,0.62832,0.98564,0.75675,0.60237,0.68612,0.49983,1.20099,1.42477,1.48597,0.000979013,0.000979013,0.000979013
38,53.5183,0.6282,0.65116,1.0352,0.7068,0.60767,0.67826,0.5088,1.07489,1.40349,1.43956,0.000975347,0.000975347,0.000975347
39,54.8011,0.6642,0.68157,1.04044,0.55998,0.67518,0.66361,0.50315,1.0665,1.94692,1.39125,0.000971681,0.000971681,0.000971681
40,56.0451,0.63355,0.62871,1.00068,0.77174,0.65971,0.70226,0.55559,0.98796,1.42804,1.17013,0.000968014,0.000968014,0.000968014
41,57.2948,0.64038,0.65279,1.02584,0.7845,0.67758,0.71003,0.57754,0.95657,1.17042,1.11756,0.000964348,0.000964348,0.000964348
42,58.551,0.58834,0.6052,0.99511,0.70134,0.66927,0.70168,0.531,0.89037,1.21431,1.11726,0.000960682,0.000960682,0.000960682
43,59.8248,0.59493,0.62546,0.98739,0.64621,0.68482,0.66701,0.47804,1.01798,1.38056,1.22431,0.000957015,0.000957015,0.000957015
44,61.0937,0.58768,0.59818,0.99915,0.66211,0.63045,0.62401,0.48859,0.99416,1.33309,1.26066,0.000953349,0.000953349,0.000953349
45,62.332,0.61607,0.61728,0.99335,0.80403,0.67684,0.71987,0.59978,0.92791,1.12905,1.22646,0.000949683,0.000949683,0.000949683
46,63.7028,0.60317,0.6128,0.9821,0.65905,0.49232,0.57026,0.44483,1.0729,1.53003,1.29005,0.000946016,0.000946016,0.000946016
47,64.9424,0.61365,0.61564,0.98521,0.65699,0.45712,0.49703,0.35036,1.3946,2.29868,1.76374,0.00094235,0.00094235,0.00094235
48,66.1749,0.58236,0.58956,0.98373,0.51057,0.44546,0.42386,0.32894,1.2725,2.52107,1.50843,0.000938684,0.000938684,0.000938684
49,67.4061,0.6116,0.60549,0.96668,0.77194,0.44755,0.56762,0.38785,1.18814,1.81536,1.36468,0.000935018,0.000935018,0.000935018
50,68.6868,0.5665,0.63003,0.98745,0.80737,0.62548,0.7509,0.56218,0.98166,1.23231,1.15612,0.000931351,0.000931351,0.000931351
51,69.9325,0.5889,0.57184,0.97174,0.73134,0.72095,0.74347,0.55167,1.0148,1.22275,1.21023,0.000927685,0.000927685,0.000927685
52,71.191,0.56669,0.56415,0.97725,0.66305,0.69068,0.69505,0.51213,1.02916,1.42103,1.26947,0.000924019,0.000924019,0.000924019
53,72.4129,0.56342,0.56275,0.96719,0.69096,0.73189,0.71698,0.52157,0.98395,1.37765,1.26664,0.000920352,0.000920352,0.000920352
54,73.6885,0.54634,0.54203,0.97591,0.78159,0.74072,0.75581,0.55386,0.9395,1.07306,1.223,0.000916686,0.000916686,0.000916686
55,74.9729,0.54903,0.54863,0.96433,0.7057,0.83218,0.77777,0.6289,0.80818,0.92773,1.08557,0.00091302,0.00091302,0.00091302
56,76.3205,0.57639,0.56892,0.98994,0.86167,0.78585,0.83188,0.69995,0.72859,0.84664,0.95274,0.000909353,0.000909353,0.000909353
57,77.6619,0.55989,0.56171,0.9832,0.78752,0.71941,0.78944,0.66453,0.73972,0.93636,0.98877,0.000905687,0.000905687,0.000905687
58,78.9189,0.53796,0.56171,0.95827,0.70641,0.69688,0.74486,0.63043,0.77677,1.02782,1.04854,0.000902021,0.000902021,0.000902021
59,80.1609,0.53226,0.55604,0.98431,0.70982,0.74372,0.7648,0.62831,0.78196,0.97972,1.03394,0.000898355,0.000898355,0.000898355
60,81.4113,0.53995,0.53773,0.96936,0.71232,0.70509,0.72877,0.59395,0.86371,1.0791,1.0959,0.000894688,0.000894688,0.000894688
61,82.6485,0.54974,0.5446,0.96374,0.69505,0.69198,0.72468,0.55039,0.96136,1.15328,1.15169,0.000891022,0.000891022,0.000891022
62,83.9087,0.52903,0.51319,0.96166,0.6228,0.48941,0.59112,0.45175,1.0401,1.43367,1.15128,0.000887356,0.000887356,0.000887356
63,85.137,0.52715,0.53794,0.94785,0.59153,0.68196,0.66797,0.50829,0.98204,1.20893,1.15747,0.000883689,0.000883689,0.000883689
64,86.3886,0.515,0.5271,0.94781,0.73431,0.80739,0.82241,0.69387,0.7562,0.75775,1.01413,0.000880023,0.000880023,0.000880023
65,87.6362,0.51251,0.50765,0.93712,0.7806,0.82138,0.84755,0.68228,0.78406,0.73274,1.0333,0.000876357,0.000876357,0.000876357
66,88.907,0.52647,0.51781,0.9504,0.78608,0.80687,0.83045,0.64266,0.90615,0.85977,1.17624,0.000872691,0.000872691,0.000872691
67,90.1393,0.48326,0.5213,0.95074,0.80402,0.81154,0.82041,0.62649,0.93714,0.86083,1.1757,0.000869024,0.000869024,0.000869024
68,91.3897,0.49263,0.53022,0.95304,0.86462,0.88854,0.85735,0.68465,0.8125,0.68842,1.02397,0.000865358,0.000865358,0.000865358
69,92.6298,0.51131,0.50881,0.95202,0.85399,0.83361,0.83506,0.64408,0.85644,0.72352,1.05597,0.000861692,0.000861692,0.000861692
70,93.9048,0.48621,0.46206,0.92669,0.86055,0.76551,0.80015,0.6595,0.78481,0.77591,1.0341,0.000858025,0.000858025,0.000858025
71,95.1469,0.49488,0.51813,0.95246,0.81409,0.79047,0.79918,0.65654,0.76128,0.82494,1.04234,0.000854359,0.000854359,0.000854359
72,96.4045,0.46914,0.46215,0.92783,0.72159,0.65522,0.7253,0.58258,0.78868,0.95432,1.03502,0.000850693,0.000850693,0.000850693
73,97.6573,0.48158,0.48245,0.9329,0.73873,0.6557,0.74477,0.60242,0.76538,0.91505,1.0189,0.000847026,0.000847026,0.000847026
74,98.9141,0.48281,0.46202,0.93123,0.65762,0.84557,0.82154,0.63411,0.79869,0.85477,1.03281,0.00084336,0.00084336,0.00084336
75,100.171,0.47029,0.47771,0.92457,0.69992,0.80285,0.82748,0.66815,0.71557,0.82664,0.9848,0.000839694,0.000839694,0.000839694
76,101.44,0.45148,0.46745,0.92006,0.86219,0.63292,0.76882,0.59755,0.85735,1.01369,1.11978,0.000836027,0.000836027,0.000836027
77,102.669,0.45357,0.45117,0.92517,0.73637,0.71184,0.74725,0.58631,0.87698,0.979,1.14393,0.000832361,0.000832361,0.000832361
78,103.925,0.4585,0.45691,0.92572,0.80233,0.77036,0.80927,0.69911,0.68196,0.78183,0.98289,0.000828695,0.000828695,0.000828695
79,105.162,0.47112,0.47304,0.93268,0.82084,0.78291,0.81916,0.63796,0.91007,0.8636,1.21288,0.000825029,0.000825029,0.000825029
80,106.44,0.46668,0.44353,0.9326,0.82696,0.75245,0.78348,0.58139,1.01692,0.98401,1.32758,0.000821362,0.000821362,0.000821362
81,107.684,0.48847,0.46425,0.92722,0.80912,0.78035,0.80634,0.61745,0.90065,0.87966,1.15488,0.000817696,0.000817696,0.000817696
82,108.942,0.48041,0.46217,0.93579,0.84104,0.82185,0.8463,0.69699,0.75481,0.61996,1.08688,0.00081403,0.00081403,0.00081403
83,110.183,0.43041,0.4426,0.91935,0.8483,0.77362,0.84904,0.71515,0.71964,0.58577,1.04027,0.000810363,0.000810363,0.000810363
84,111.555,0.44185,0.44849,0.92266,0.75001,0.79673,0.80829,0.67115,0.78799,0.68493,1.09869,0.000806697,0.000806697,0.000806697
85,112.787,0.43695,0.41652,0.91887,0.68333,0.78274,0.77775,0.63756,0.80799,0.75658,1.08335,0.000803031,0.000803031,0.000803031
86,114.04,0.44044,0.44163,0.90548,0.75605,0.79461,0.79556,0.70058,0.63024,0.6522,0.9926,0.000799365,0.000799365,0.000799365
87,115.285,0.44711,0.44306,0.91882,0.84494,0.83236,0.84191,0.74926,0.57447,0.5992,0.93942,0.000795698,0.000795698,0.000795698
88,116.633,0.43012,0.44249,0.90903,0.88883,0.81601,0.86078,0.76146,0.59355,0.55496,0.95991,0.000792032,0.000792032,0.000792032
89,117.979,0.46641,0.45668,0.92946,0.83327,0.83718,0.84136,0.74562,0.61158,0.55379,0.98598,0.000788366,0.000788366,0.000788366
90,119.253,0.4537,0.44528,0.92947,0.88623,0.83868,0.85547,0.74777,0.58649,0.56591,0.93473,0.000784699,0.000784699,0.000784699
91,120.5,0.43024,0.43163,0.91553,0.91148,0.80251,0.85024,0.75024,0.59273,0.5793,0.94706,0.000781033,0.000781033,0.000781033
92,121.761,0.36986,0.39217,0.9054,0.89381,0.83461,0.85518,0.74955,0.59881,0.55548,1.00771,0.000777367,0.000777367,0.000777367
93,122.986,0.4033,0.39023,0.90992,0.88671,0.82211,0.84601,0.75775,0.60453,0.55775,1.01431,0.0007737,0.0007737,0.0007737
94,124.248,0.40651,0.42812,0.92051,0.9179,0.81661,0.86035,0.7548,0.62096,0.4997,1.0098,0.000770034,0.000770034,0.000770034
95,125.496,0.4281,0.41037,0.91883,0.8819,0.79606,0.84536,0.74354,0.65491,0.50376,1.02944,0.000766368,0.000766368,0.000766368
96,126.75,0.45342,0.45234,0.9344,0.8851,0.80526,0.84488,0.74882,0.65349,0.51127,1.02874,0.000762702,0.000762702,0.000762702
97,127.99,0.408,0.41515,0.91684,0.90375,0.81497,0.85699,0.75222,0.65087,0.49709,1.04101,0.000759035,0.000759035,0.000759035
98,129.265,0.399,0.39657,0.91636,0.87057,0.78559,0.82948,0.73315,0.66374,0.51984,1.02382,0.000755369,0.000755369,0.000755369
99,130.504,0.43645,0.42773,0.90761,0.87032,0.79495,0.83552,0.73581,0.68716,0.56202,1.0194,0.000751703,0.000751703,0.000751703
100,131.765,0.40095,0.41988,0.92473,0.80343,0.76043,0.82278,0.71961,0.66482,0.65919,0.96267,0.000748036,0.000748036,0.000748036
101,133.015,0.41376,0.44768,0.92321,0.84975,0.81852,0.8316,0.72062,0.63637,0.63413,0.94827,0.00074437,0.00074437,0.00074437
102,134.292,0.43187,0.42667,0.91168,0.86072,0.81419,0.83543,0.71252,0.60936,0.64105,0.89631,0.000740704,0.000740704,0.000740704
103,135.538,0.40665,0.40476,0.9165,0.81956,0.77842,0.80711,0.6926,0.63424,0.64352,0.93084,0.000737037,0.000737037,0.000737037
104,136.788,0.42409,0.43603,0.90592,0.77912,0.79564,0.82407,0.73475,0.65991,0.59136,0.98211,0.000733371,0.000733371,0.000733371
105,138.018,0.42147,0.43334,0.91337,0.84479,0.69043,0.80355,0.72989,0.64915,0.61668,0.96416,0.000729705,0.000729705,0.000729705
106,139.289,0.42552,0.42742,0.92231,0.84509,0.78009,0.82789,0.72398,0.6659,0.59254,0.97824,0.000726038,0.000726038,0.000726038
107,140.524,0.39615,0.40783,0.90663,0.8552,0.79061,0.84253,0.72791,0.63274,0.57703,0.963,0.000722372,0.000722372,0.000722372
108,141.774,0.40745,0.40214,0.91386,0.87863,0.80122,0.83396,0.71737,0.61864,0.6303,0.95749,0.000718706,0.000718706,0.000718706
109,143.004,0.39742,0.41032,0.8899,0.85196,0.80687,0.83141,0.72034,0.65576,0.61563,1.02031,0.00071504,0.00071504,0.00071504
110,144.292,0.38889,0.39716,0.90529,0.83503,0.83037,0.82707,0.74203,0.60157,0.56389,0.99774,0.000711373,0.000711373,0.000711373
111,145.546,0.41549,0.42087,0.90429,0.86953,0.82343,0.82884,0.74172,0.58025,0.5636,0.97629,0.000707707,0.000707707,0.000707707
112,146.791,0.38537,0.39212,0.90361,0.86685,0.82067,0.83627,0.72804,0.56162,0.62162,0.91981,0.000704041,0.000704041,0.000704041
113,148.033,0.40506,0.41246,0.90152,0.88767,0.81479,0.83838,0.72251,0.56135,0.63481,0.92553,0.000700374,0.000700374,0.000700374
114,149.322,0.37009,0.37221,0.90021,0.9002,0.80905,0.85279,0.70179,0.57367,0.67108,0.95443,0.000696708,0.000696708,0.000696708
115,150.57,0.38766,0.39761,0.89613,0.90243,0.77957,0.8536,0.68941,0.63603,0.74166,1.00148,0.000693042,0.000693042,0.000693042
116,151.824,0.39881,0.40571,0.8986,0.86474,0.83043,0.85776,0.7343,0.5833,0.57766,0.99432,0.000689376,0.000689376,0.000689376
117,153.068,0.37383,0.4048,0.91072,0.86296,0.84432,0.85625,0.75025,0.57247,0.56363,0.96901,0.000685709,0.000685709,0.000685709
118,154.356,0.4005,0.40411,0.90209,0.82119,0.76742,0.8005,0.69541,0.6777,0.70939,1.01296,0.000682043,0.000682043,0.000682043
119,155.59,0.41373,0.41431,0.93459,0.82074,0.76332,0.78107,0.67511,0.72409,0.75254,1.01737,0.000678377,0.000678377,0.000678377
120,156.859,0.39538,0.39403,0.90147,0.88318,0.79678,0.8193,0.73921,0.68716,0.55435,1.03551,0.00067471,0.00067471,0.00067471
121,158.102,0.42884,0.42344,0.91488,0.87928,0.82231,0.83193,0.72798,0.6941,0.56818,1.06699,0.000671044,0.000671044,0.000671044
122,159.408,0.40804,0.40828,0.90529,0.86031,0.8208,0.84824,0.73991,0.64161,0.61861,1.03244,0.000667378,0.000667378,0.000667378
123,160.654,0.3704,0.38189,0.90839,0.9035,0.82081,0.86434,0.77476,0.60666,0.51054,1.01481,0.000663711,0.000663711,0.000663711
124,162.012,0.37376,0.38439,0.90231,0.85177,0.86684,0.8814,0.76227,0.59976,0.53529,0.91062,0.000660045,0.000660045,0.000660045
125,163.269,0.3911,0.39392,0.89499,0.87438,0.70899,0.82659,0.66722,0.71134,0.7543,1.00108,0.000656379,0.000656379,0.000656379
126,164.582,0.38046,0.38347,0.91477,0.86557,0.64204,0.76177,0.5571,0.92569,0.94074,1.20908,0.000652712,0.000652712,0.000652712
127,165.834,0.37956,0.37098,0.88598,0.71686,0.79601,0.82059,0.65964,0.73338,0.75482,1.01471,0.000649046,0.000649046,0.000649046
128,167.092,0.34916,0.34681,0.87619,0.81345,0.80509,0.86906,0.77954,0.57575,0.49457,0.90689,0.00064538,0.00064538,0.00064538
129,168.43,0.36224,0.38487,0.906,0.79137,0.83956,0.87436,0.79164,0.55673,0.4639,0.91218,0.000641714,0.000641714,0.000641714
130,169.829,0.34702,0.36786,0.87709,0.89805,0.84868,0.87817,0.79518,0.52858,0.48052,0.87691,0.000638047,0.000638047,0.000638047
131,171.173,0.35435,0.35882,0.89203,0.93619,0.83096,0.87383,0.78153,0.56015,0.53605,0.88347,0.000634381,0.000634381,0.000634381
132,172.431,0.37507,0.3814,0.89961,0.89847,0.82069,0.86651,0.76652,0.6166,0.57817,0.93317,0.000630715,0.000630715,0.000630715
133,173.69,0.33045,0.34854,0.89242,0.89105,0.83779,0.86586,0.75642,0.64248,0.59135,0.94452,0.000627048,0.000627048,0.000627048
134,174.966,0.38431,0.38875,0.88547,0.89478,0.84075,0.86111,0.76344,0.57506,0.51278,0.96754,0.000623382,0.000623382,0.000623382
135,176.221,0.3624,0.36301,0.88542,0.87703,0.84549,0.84718,0.7641,0.54529,0.52489,0.95097,0.000619716,0.000619716,0.000619716
136,177.499,0.38392,0.39632,0.90954,0.79054,0.77272,0.82567,0.71938,0.61508,0.6104,0.99526,0.000616049,0.000616049,0.000616049
137,178.773,0.37012,0.38803,0.89354,0.81532,0.75081,0.81898,0.68242,0.70296,0.66833,1.0302,0.000612383,0.000612383,0.000612383
138,180.011,0.33038,0.35066,0.88315,0.79435,0.79254,0.83967,0.69564,0.7195,0.66904,0.98121,0.000608717,0.000608717,0.000608717
139,181.248,0.36312,0.36637,0.90567,0.84985,0.80721,0.84261,0.71381,0.6817,0.56534,0.96982,0.000605051,0.000605051,0.000605051
140,182.517,0.37765,0.36194,0.90065,0.85942,0.78461,0.86148,0.76064,0.57947,0.52893,0.93202,0.000601384,0.000601384,0.000601384
141,183.793,0.3419,0.34905,0.88839,0.85525,0.80566,0.85854,0.76229,0.54493,0.51736,0.9087,0.000597718,0.000597718,0.000597718
142,185.074,0.34989,0.35487,0.90051,0.81646,0.86813,0.87426,0.75872,0.55478,0.52976,0.9157,0.000594052,0.000594052,0.000594052
143,186.305,0.33904,0.3393,0.88816,0.80462,0.83394,0.84884,0.76183,0.54281,0.53357,0.91052,0.000590385,0.000590385,0.000590385
144,187.572,0.37655,0.3562,0.8902,0.82988,0.83776,0.85434,0.77547,0.4946,0.49185,0.89483,0.000586719,0.000586719,0.000586719
145,188.821,0.33105,0.34407,0.88408,0.88207,0.82502,0.86428,0.78224,0.49331,0.47182,0.89505,0.000583053,0.000583053,0.000583053
146,190.085,0.32987,0.33511,0.87631,0.90092,0.83927,0.8911,0.81399,0.52479,0.4328,0.90903,0.000579386,0.000579386,0.000579386
147,191.407,0.33673,0.33624,0.89064,0.89089,0.85841,0.89176,0.80961,0.49163,0.42027,0.87318,0.00057572,0.00057572,0.00057572
148,192.647,0.33543,0.35713,0.88926,0.9237,0.86677,0.89573,0.82038,0.46388,0.41057,0.84185,0.000572054,0.000572054,0.000572054
149,194.012,0.3024,0.31161,0.87727,0.91275,0.86813,0.88558,0.80855,0.46888,0.42361,0.84596,0.000568388,0.000568388,0.000568388
150,195.274,0.33912,0.34386,0.87526,0.89822,0.86643,0.88659,0.81094,0.4875,0.44844,0.88756,0.000564721,0.000564721,0.000564721
151,196.514,0.33247,0.33228,0.87681,0.88849,0.86427,0.88158,0.80303,0.46897,0.46569,0.86596,0.000561055,0.000561055,0.000561055
152,197.761,0.35516,0.34046,0.88904,0.87687,0.87015,0.89435,0.8261,0.48072,0.44889,0.86038,0.000557389,0.000557389,0.000557389
153,199.112,0.34747,0.34645,0.87511,0.86707,0.86114,0.88347,0.81545,0.46257,0.45592,0.85943,0.000553722,0.000553722,0.000553722
154,200.358,0.34216,0.34562,0.90355,0.94513,0.81259,0.87855,0.81013,0.46388,0.45166,0.87544,0.000550056,0.000550056,0.000550056
155,201.59,0.33936,0.34597,0.87661,0.93288,0.822,0.87344,0.79382,0.49243,0.47626,0.902,0.00054639,0.00054639,0.00054639
156,202.841,0.35186,0.35504,0.88995,0.89319,0.81223,0.86562,0.75463,0.56916,0.59065,0.92898,0.000542723,0.000542723,0.000542723
157,204.122,0.37302,0.36999,0.90104,0.8759,0.80137,0.85931,0.74331,0.57955,0.61715,0.93665,0.000539057,0.000539057,0.000539057
158,205.403,0.34268,0.34906,0.88833,0.89676,0.77809,0.84829,0.72073,0.57223,0.61866,0.95345,0.000535391,0.000535391,0.000535391
159,206.65,0.36832,0.36086,0.89619,0.76659,0.79618,0.81757,0.69189,0.57775,0.64996,0.96044,0.000531725,0.000531725,0.000531725
160,207.906,0.35423,0.36455,0.89262,0.85261,0.70561,0.78528,0.63755,0.68556,0.75716,1.06411,0.000528058,0.000528058,0.000528058
161,209.166,0.34109,0.35385,0.89138,0.75589,0.78183,0.79646,0.64188,0.69349,0.7141,1.06201,0.000524392,0.000524392,0.000524392
162,210.42,0.37481,0.35591,0.89449,0.87385,0.76788,0.81227,0.71697,0.60629,0.56584,0.9837,0.000520726,0.000520726,0.000520726
163,211.67,0.31075,0.30667,0.86995,0.87734,0.7692,0.80519,0.71934,0.60988,0.57623,0.98693,0.000517059,0.000517059,0.000517059
164,212.908,0.33015,0.32695,0.88286,0.85842,0.7587,0.81407,0.71218,0.59733,0.59799,0.99575,0.000513393,0.000513393,0.000513393
165,214.182,0.32048,0.31754,0.87364,0.86562,0.77364,0.82276,0.7312,0.54563,0.57908,0.94888,0.000509727,0.000509727,0.000509727
166,215.456,0.3178,0.32329,0.87064,0.88522,0.82516,0.84908,0.76063,0.53176,0.52235,0.91502,0.00050606,0.00050606,0.00050606
167,216.71,0.32927,0.32511,0.87433,0.86213,0.85414,0.86328,0.7688,0.54623,0.52926,0.92195,0.000502394,0.000502394,0.000502394
168,217.965,0.32032,0.3283,0.8874,0.87906,0.83582,0.87331,0.78481,0.52271,0.49885,0.89954,0.000498728,0.000498728,0.000498728
169,219.236,0.30942,0.34029,0.8765,0.88626,0.87286,0.88585,0.7869,0.51044,0.49092,0.89496,0.000495062,0.000495062,0.000495062
170,220.499,0.32073,0.32955,0.88272,0.9407,0.9017,0.92275,0.78196,0.52322,0.46367,0.9003,0.000491395,0.000491395,0.000491395
171,221.766,0.31605,0.32715,0.8809,0.91759,0.89667,0.91472,0.78321,0.54602,0.49569,0.90633,0.000487729,0.000487729,0.000487729
172,223.037,0.30994,0.32186,0.88219,0.9265,0.87887,0.91517,0.77174,0.54605,0.4916,0.91835,0.000484063,0.000484063,0.000484063
173,224.318,0.3132,0.31579,0.87974,0.9014,0.88579,0.92037,0.77657,0.53687,0.47871,0.91997,0.000480396,0.000480396,0.000480396
174,225.555,0.30593,0.32578,0.87441,0.89619,0.87876,0.93225,0.78759,0.48589,0.46026,0.88445,0.00047673,0.00047673,0.00047673
175,226.797,0.29463,0.31794,0.86905,0.90194,0.82623,0.88274,0.79326,0.46971,0.47993,0.87717,0.000473064,0.000473064,0.000473064
176,228.049,0.3039,0.32563,0.86632,0.91339,0.80007,0.87867,0.79612,0.50691,0.4797,0.89231,0.000469397,0.000469397,0.000469397
177,229.318,0.33082,0.33095,0.87282,0.90966,0.80465,0.87496,0.79704,0.50388,0.49505,0.88612,0.000465731,0.000465731,0.000465731
178,230.556,0.2778,0.29621,0.87723,0.87624,0.8163,0.88437,0.81074,0.49782,0.494,0.87361,0.000462065,0.000462065,0.000462065
179,231.792,0.29822,0.31804,0.88126,0.85546,0.846,0.87895,0.79988,0.49734,0.48894,0.87565,0.000458399,0.000458399,0.000458399
180,233.064,0.29632,0.29561,0.88062,0.88381,0.86354,0.89591,0.81363,0.50716,0.46439,0.89606,0.000454732,0.000454732,0.000454732
181,234.362,0.28737,0.2971,0.87409,0.89569,0.85306,0.89956,0.82179,0.50076,0.46905,0.89213,0.000451066,0.000451066,0.000451066
182,235.647,0.32618,0.31992,0.87844,0.84313,0.86792,0.9031,0.81543,0.46774,0.46245,0.88609,0.0004474,0.0004474,0.0004474
183,236.909,0.29137,0.29376,0.87516,0.84141,0.86763,0.90143,0.81484,0.48951,0.44838,0.9006,0.000443733,0.000443733,0.000443733
184,238.185,0.31099,0.3139,0.86309,0.87715,0.82555,0.89257,0.80467,0.45664,0.45428,0.83352,0.000440067,0.000440067,0.000440067
185,239.489,0.29642,0.30737,0.85967,0.87195,0.81581,0.87944,0.79405,0.45172,0.45199,0.82641,0.000436401,0.000436401,0.000436401
186,240.76,0.29719,0.30257,0.86205,0.82357,0.85667,0.87437,0.78421,0.46899,0.46664,0.84146,0.000432734,0.000432734,0.000432734
187,242.023,0.29424,0.29271,0.86843,0.85231,0.8441,0.87439,0.78809,0.46867,0.47786,0.84368,0.000429068,0.000429068,0.000429068
188,243.307,0.28121,0.30456,0.88321,0.85074,0.83082,0.8583,0.78255,0.46419,0.44795,0.89776,0.000425402,0.000425402,0.000425402
189,244.61,0.31862,0.30654,0.87803,0.84377,0.83756,0.85523,0.77604,0.45931,0.44198,0.89639,0.000421736,0.000421736,0.000421736
190,245.888,0.29984,0.30661,0.87595,0.87019,0.82561,0.86382,0.79075,0.45511,0.41276,0.88628,0.000418069,0.000418069,0.000418069
191,247.148,0.30781,0.3141,0.88577,0.86961,0.82123,0.86086,0.78337,0.45899,0.41662,0.89643,0.000414403,0.000414403,0.000414403
192,248.417,0.30218,0.29424,0.86954,0.88442,0.81172,0.87091,0.78763,0.47891,0.41068,0.91219,0.000410737,0.000410737,0.000410737
193,249.71,0.30792,0.30898,0.8786,0.86508,0.8329,0.87301,0.7909,0.45785,0.41366,0.8919,0.00040707,0.00040707,0.00040707
194,250.972,0.27932,0.27666,0.86217,0.88597,0.81436,0.87335,0.79036,0.46333,0.4515,0.86662,0.000403404,0.000403404,0.000403404
195,252.221,0.29741,0.29549,0.86478,0.88862,0.80658,0.87157,0.78689,0.47265,0.45403,0.87388,0.000399738,0.000399738,0.000399738
196,253.486,0.32155,0.3269,0.88096,0.88636,0.80388,0.86304,0.78295,0.48064,0.4445,0.91916,0.000396071,0.000396071,0.000396071
197,254.778,0.3106,0.31744,0.86728,0.88791,0.78127,0.85076,0.77162,0.50924,0.47098,0.94995,0.000392405,0.000392405,0.000392405
198,256.032,0.30729,0.29683,0.87331,0.89035,0.7209,0.83486,0.74076,0.51074,0.58404,0.91301,0.000388739,0.000388739,0.000388739
199,257.274,0.3073,0.29544,0.86843,0.85318,0.73033,0.82557,0.73457,0.53321,0.61956,0.93472,0.000385073,0.000385073,0.000385073
200,258.57,0.29524,0.31454,0.87853,0.80318,0.73752,0.8027,0.72852,0.50001,0.5827,0.96326,0.000381406,0.000381406,0.000381406
201,259.837,0.29579,0.30012,0.87887,0.74437,0.83507,0.82377,0.7484,0.48347,0.54117,0.95564,0.00037774,0.00037774,0.00037774
202,261.107,0.29755,0.30041,0.87672,0.74064,0.83196,0.83344,0.75523,0.47633,0.54951,0.90939,0.000374074,0.000374074,0.000374074
203,262.374,0.2917,0.28522,0.8673,0.7274,0.8501,0.83589,0.75594,0.49545,0.56317,0.91087,0.000370407,0.000370407,0.000370407
204,263.661,0.30012,0.28853,0.87094,0.84049,0.76855,0.84993,0.76826,0.51158,0.52273,0.92173,0.000366741,0.000366741,0.000366741
205,264.932,0.28913,0.29723,0.87978,0.82172,0.80981,0.85459,0.776,0.49085,0.50452,0.91755,0.000363075,0.000363075,0.000363075
206,266.207,0.27515,0.28778,0.86811,0.87117,0.79717,0.85991,0.77969,0.49606,0.48398,0.94456,0.000359409,0.000359409,0.000359409
207,267.449,0.28656,0.27903,0.87296,0.87183,0.79728,0.85525,0.7802,0.47349,0.48932,0.92134,0.000355742,0.000355742,0.000355742
208,268.721,0.27657,0.28271,0.86792,0.87541,0.80791,0.85285,0.77742,0.47266,0.49021,0.91967,0.000352076,0.000352076,0.000352076
209,269.981,0.2685,0.27383,0.86149,0.86665,0.81203,0.84896,0.78352,0.46923,0.48868,0.91667,0.00034841,0.00034841,0.00034841
210,271.256,0.26528,0.27409,0.8714,0.8648,0.80772,0.85445,0.79682,0.46734,0.47625,0.92332,0.000344743,0.000344743,0.000344743
211,272.531,0.26578,0.27614,0.86561,0.899,0.83347,0.87193,0.79929,0.45915,0.47503,0.92044,0.000341077,0.000341077,0.000341077
212,273.822,0.26015,0.25991,0.84795,0.89994,0.83294,0.87281,0.8002,0.46302,0.47165,0.9227,0.000337411,0.000337411,0.000337411
213,275.08,0.26989,0.27252,0.85214,0.90465,0.83177,0.87962,0.81017,0.46112,0.46893,0.91865,0.000333744,0.000333744,0.000333744
214,276.335,0.2738,0.26362,0.87111,0.89444,0.80525,0.8667,0.80922,0.45228,0.45498,0.9136,0.000330078,0.000330078,0.000330078
215,277.575,0.25874,0.26464,0.85728,0.90237,0.8048,0.87198,0.81334,0.45605,0.45896,0.91626,0.000326412,0.000326412,0.000326412
216,278.858,0.27757,0.27559,0.85497,0.90318,0.79674,0.86627,0.81472,0.44885,0.45434,0.91076,0.000322745,0.000322745,0.000322745
217,280.104,0.28963,0.28672,0.86104,0.89238,0.79674,0.87046,0.81708,0.43978,0.44386,0.90678,0.000319079,0.000319079,0.000319079
218,281.362,0.27816,0.27935,0.86128,0.84867,0.85487,0.86714,0.80968,0.46665,0.43322,0.91053,0.000315413,0.000315413,0.000315413
219,282.635,0.26967,0.26886,0.86461,0.92538,0.86234,0.92308,0.81894,0.47714,0.43206,0.92587,0.000311747,0.000311747,0.000311747
220,283.924,0.29542,0.30124,0.87085,0.88856,0.83061,0.87634,0.81003,0.47534,0.4781,0.90683,0.00030808,0.00030808,0.00030808
221,285.177,0.26042,0.26958,0.85755,0.88826,0.81783,0.87386,0.80346,0.47551,0.48215,0.90299,0.000304414,0.000304414,0.000304414
222,286.454,0.27865,0.28948,0.87638,0.87329,0.84061,0.86635,0.79854,0.49756,0.47709,0.92232,0.000300748,0.000300748,0.000300748
223,287.723,0.2806,0.28097,0.86619,0.92665,0.86514,0.91255,0.79732,0.50769,0.47311,0.93448,0.000297081,0.000297081,0.000297081
224,289.03,0.27879,0.29811,0.86265,0.89746,0.84716,0.86645,0.78511,0.51453,0.46942,0.93059,0.000293415,0.000293415,0.000293415
225,290.286,0.27014,0.28702,0.86378,0.91016,0.84411,0.86746,0.78968,0.50343,0.45791,0.93389,0.000289749,0.000289749,0.000289749
226,291.573,0.26661,0.26329,0.87427,0.89468,0.84258,0.87303,0.79321,0.49383,0.46196,0.93415,0.000286083,0.000286083,0.000286083
227,292.85,0.28276,0.2838,0.86997,0.90118,0.83495,0.86859,0.79477,0.49805,0.46612,0.93268,0.000282416,0.000282416,0.000282416
228,294.14,0.28527,0.27167,0.8696,0.88583,0.81645,0.86074,0.794,0.47471,0.47218,0.91163,0.00027875,0.00027875,0.00027875
229,295.41,0.26433,0.29784,0.85856,0.83519,0.84249,0.85687,0.7961,0.459,0.48046,0.91182,0.000275084,0.000275084,0.000275084
230,296.67,0.25535,0.28407,0.85373,0.85557,0.77789,0.85089,0.78671,0.45267,0.48724,0.91462,0.000271417,0.000271417,0.000271417
231,297.938,0.26833,0.26851,0.85486,0.85757,0.77789,0.85206,0.79405,0.45141,0.48764,0.91261,0.000267751,0.000267751,0.000267751
232,299.2,0.251,0.2533,0.85752,0.87544,0.79947,0.86236,0.79231,0.44345,0.48277,0.91422,0.000264085,0.000264085,0.000264085
233,300.446,0.25189,0.2631,0.85528,0.87703,0.80131,0.86062,0.79614,0.43855,0.47864,0.91928,0.000260418,0.000260418,0.000260418
234,301.719,0.27038,0.26709,0.84906,0.87812,0.78719,0.85659,0.79317,0.44119,0.47167,0.92509,0.000256752,0.000256752,0.000256752
235,302.959,0.23477,0.24511,0.84987,0.88104,0.78385,0.86008,0.79202,0.43143,0.47006,0.92436,0.000253086,0.000253086,0.000253086
236,304.257,0.24504,0.25177,0.85068,0.88434,0.79943,0.86127,0.79293,0.42375,0.46837,0.91289,0.00024942,0.00024942,0.00024942
237,305.521,0.25061,0.27543,0.8654,0.88394,0.80233,0.86912,0.79753,0.43451,0.45475,0.92807,0.000245753,0.000245753,0.000245753
238,306.817,0.22704,0.23742,0.83996,0.88488,0.81107,0.8787,0.8037,0.40952,0.44828,0.86932,0.000242087,0.000242087,0.000242087
239,308.076,0.24604,0.24932,0.85727,0.88436,0.81496,0.87998,0.80968,0.40338,0.43666,0.87044,0.000238421,0.000238421,0.000238421
240,309.369,0.26652,0.26555,0.84572,0.8815,0.81679,0.87912,0.80252,0.39753,0.43444,0.87394,0.000234754,0.000234754,0.000234754
241,310.643,0.25352,0.26032,0.8655,0.87646,0.81704,0.86816,0.79865,0.40699,0.44247,0.87875,0.000231088,0.000231088,0.000231088
242,311.926,0.25621,0.26089,0.85281,0.88044,0.81051,0.8719,0.80194,0.42109,0.45964,0.88715,0.000227422,0.000227422,0.000227422
243,313.176,0.25256,0.26504,0.8481,0.86781,0.80758,0.87144,0.80138,0.42481,0.46562,0.89016,0.000223755,0.000223755,0.000223755
244,314.493,0.24547,0.24113,0.86373,0.86734,0.8083,0.88067,0.80875,0.4339,0.46579,0.9081,0.000220089,0.000220089,0.000220089
245,315.768,0.25816,0.26368,0.84886,0.86709,0.80992,0.88031,0.80524,0.43444,0.45897,0.91422,0.000216423,0.000216423,0.000216423
246,317.057,0.22979,0.24741,0.85675,0.87503,0.81523,0.87776,0.80677,0.43563,0.45382,0.92007,0.000212757,0.000212757,0.000212757
247,318.317,0.23258,0.24244,0.84677,0.86924,0.81561,0.87525,0.79571,0.43643,0.44977,0.91822,0.00020909,0.00020909,0.00020909
248,319.644,0.23611,0.23849,0.85909,0.91534,0.83802,0.89049,0.80345,0.42888,0.43505,0.8923,0.000205424,0.000205424,0.000205424
249,320.909,0.24089,0.24871,0.85945,0.91376,0.84061,0.89127,0.81512,0.42574,0.43396,0.87652,0.000201758,0.000201758,0.000201758
250,322.263,0.23522,0.23804,0.85856,0.87941,0.81561,0.86908,0.81477,0.41445,0.42232,0.86178,0.000198091,0.000198091,0.000198091
251,323.592,0.22497,0.23908,0.86066,0.88513,0.81561,0.87102,0.81487,0.41136,0.40925,0.86045,0.000194425,0.000194425,0.000194425
252,325.008,0.2345,0.25682,0.84523,0.89038,0.81561,0.86108,0.80329,0.41584,0.40625,0.86476,0.000190759,0.000190759,0.000190759