yolo11n/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
1,22.3522,1.80125,4.25584,1.72213,0.02467,0.53915,0.17456,0.08973,1.41702,3.58828,1.41872,0.000232826,0.000232826,0.000232826
2,39.0495,1.32085,3.17698,1.33976,0.66267,0.34225,0.42835,0.29385,1.07471,2.19116,1.18996,0.000468495,0.000468495,0.000468495
3,55.5902,1.32676,2.80215,1.31734,0.59371,0.47779,0.36632,0.22414,1.21726,2.28703,1.33781,0.000701809,0.000701809,0.000701809
4,72.0628,1.19953,2.51443,1.2878,0.76604,0.43765,0.5451,0.37887,1.08446,2.29494,1.19966,0.000703397,0.000703397,0.000703397
5,88.5247,1.07961,2.17053,1.20626,0.68629,0.63692,0.52817,0.40528,0.90902,1.51091,1.08342,0.000699863,0.000699863,0.000699863
6,105.018,1.07362,2.09878,1.2082,0.58764,0.50699,0.50297,0.37523,0.945,1.68163,1.10907,0.000696328,0.000696328,0.000696328
7,121.295,1.13485,2.16001,1.23804,0.79822,0.61469,0.70964,0.57895,0.92349,1.44645,1.05616,0.000692794,0.000692794,0.000692794
8,137.606,1.10138,2.06809,1.21793,0.78606,0.6668,0.68585,0.51538,0.93893,1.44241,1.09275,0.00068926,0.00068926,0.00068926
9,154.317,1.04236,1.9602,1.19643,0.71324,0.68847,0.6464,0.50141,0.86794,1.22677,1.04905,0.000685726,0.000685726,0.000685726
10,170.866,1.02873,1.8415,1.18649,0.68352,0.65813,0.5824,0.44662,0.90159,1.3952,1.0872,0.000682191,0.000682191,0.000682191
11,187.161,0.9835,1.7027,1.1583,0.9257,0.59558,0.77501,0.6352,0.77448,1.15866,1.03462,0.000678657,0.000678657,0.000678657
12,203.653,0.99918,1.70006,1.15523,0.69472,0.71753,0.60112,0.48965,0.81609,1.23631,1.03316,0.000675123,0.000675123,0.000675123
13,220.18,0.97434,1.57616,1.09959,0.82618,0.68352,0.78161,0.6425,0.74328,1.00521,0.98163,0.000671588,0.000671588,0.000671588
14,236.601,0.92542,1.54639,1.10406,0.80329,0.76586,0.69968,0.54013,0.7884,1.01069,1.02655,0.000668054,0.000668054,0.000668054
15,253.184,0.92963,1.57296,1.11123,0.77025,0.65525,0.6248,0.50641,0.80107,1.09481,1.02333,0.00066452,0.00066452,0.00066452
16,269.534,0.91508,1.45812,1.13629,0.87023,0.68353,0.77145,0.63525,0.73496,0.99087,0.96834,0.000660986,0.000660986,0.000660986
17,285.837,0.86895,1.47038,1.0778,0.83015,0.74447,0.69843,0.57136,0.83111,0.98193,1.02841,0.000657451,0.000657451,0.000657451
18,302.114,0.95207,1.47331,1.10729,0.79153,0.74564,0.78942,0.67971,0.70634,0.85539,0.96765,0.000653917,0.000653917,0.000653917
19,318.329,0.88963,1.36264,1.08745,0.8922,0.64163,0.7762,0.68043,0.74023,0.93494,0.95831,0.000650383,0.000650383,0.000650383
20,334.598,0.83702,1.33159,1.08646,0.94526,0.52169,0.61125,0.51152,0.74042,0.98731,0.971,0.000646848,0.000646848,0.000646848
21,351.012,0.87203,1.4029,1.07579,0.83241,0.72885,0.78217,0.59117,0.74748,0.99136,0.98061,0.000643314,0.000643314,0.000643314
22,367.443,0.87885,1.33634,1.09195,0.9232,0.65039,0.79384,0.66674,0.77068,0.92136,0.98032,0.00063978,0.00063978,0.00063978
23,383.884,0.85605,1.2863,1.09144,0.76166,0.71784,0.77248,0.6368,0.75672,0.93291,0.9863,0.000636245,0.000636245,0.000636245
24,400.317,0.83647,1.19304,1.07211,0.79185,0.70708,0.78226,0.63156,0.73567,0.96739,0.95408,0.000632711,0.000632711,0.000632711
25,416.766,0.84759,1.1936,1.07153,0.78886,0.7447,0.7745,0.6428,0.75383,0.92332,0.96326,0.000629177,0.000629177,0.000629177
26,433.125,0.82049,1.13537,1.05064,0.80455,0.70025,0.7743,0.66785,0.72099,0.92504,0.96332,0.000625642,0.000625642,0.000625642
27,449.319,0.84046,1.20323,1.05787,0.82383,0.722,0.78805,0.71036,0.67956,0.87365,0.94196,0.000622108,0.000622108,0.000622108
28,465.68,0.77781,1.09436,1.04383,0.84265,0.66702,0.79006,0.66112,0.73531,0.91559,0.9776,0.000618574,0.000618574,0.000618574
29,481.957,0.76253,1.06409,1.0309,0.91829,0.72456,0.79011,0.63134,0.6975,0.78807,0.92369,0.00061504,0.00061504,0.00061504
30,498.417,0.79974,1.06889,1.04645,0.84957,0.68077,0.73382,0.60658,0.77954,0.96979,0.99684,0.000611505,0.000611505,0.000611505
31,514.781,0.81613,1.11324,1.06618,0.87428,0.73278,0.77026,0.66906,0.64624,0.85071,0.93532,0.000607971,0.000607971,0.000607971
32,531.132,0.81767,1.09602,1.05812,0.83947,0.6723,0.76524,0.64431,0.74824,0.9501,0.95469,0.000604437,0.000604437,0.000604437
33,547.56,0.78742,1.05277,1.02896,0.8509,0.76545,0.79591,0.67805,0.7165,0.79263,0.94792,0.000600902,0.000600902,0.000600902
34,563.846,0.76734,1.03705,1.01924,0.8893,0.6768,0.77274,0.67632,0.7123,0.89755,0.96175,0.000597368,0.000597368,0.000597368
35,580.365,0.76034,1.02114,1.03718,0.81567,0.7547,0.7896,0.69705,0.65154,0.83317,0.93039,0.000593834,0.000593834,0.000593834
36,596.774,0.76607,1.00531,1.04495,0.88222,0.67339,0.78628,0.66247,0.71091,0.8323,0.95716,0.0005903,0.0005903,0.0005903
37,613.16,0.74561,0.98008,1.01724,0.83583,0.74482,0.78777,0.675,0.70419,0.87877,0.95922,0.000586765,0.000586765,0.000586765
38,629.517,0.74493,0.99607,1.02219,0.88778,0.71641,0.80001,0.70912,0.68421,0.7492,0.93793,0.000583231,0.000583231,0.000583231
39,646.146,0.76933,0.94452,1.0266,0.88014,0.73409,0.79268,0.70679,0.68435,0.81788,0.92606,0.000579697,0.000579697,0.000579697
40,662.556,0.72611,0.87382,0.99068,0.91251,0.73513,0.80675,0.72413,0.64591,0.70694,0.91148,0.000576162,0.000576162,0.000576162
41,678.962,0.72512,0.87742,1.02238,0.83846,0.68109,0.79461,0.67529,0.72168,0.85267,0.93567,0.000572628,0.000572628,0.000572628
42,695.276,0.73866,0.93104,1.00597,0.89666,0.694,0.78883,0.69614,0.67055,0.79944,0.93536,0.000569094,0.000569094,0.000569094
43,711.705,0.72827,0.90551,1.00495,0.58199,0.68507,0.64917,0.47369,0.91055,1.22078,1.13813,0.000565559,0.000565559,0.000565559
44,728.11,0.7835,0.87314,1.00606,0.86499,0.76788,0.80566,0.69318,0.67398,0.71388,0.90917,0.000562025,0.000562025,0.000562025
45,744.576,0.74174,0.84666,0.99127,0.87824,0.73035,0.80127,0.69775,0.68044,0.7018,0.91703,0.000558491,0.000558491,0.000558491
46,761.067,0.739,0.90909,0.99687,0.89433,0.73795,0.79387,0.68598,0.66216,0.72614,0.93375,0.000554956,0.000554956,0.000554956
47,777.444,0.70311,0.85823,0.99202,0.89424,0.7322,0.80207,0.69078,0.67872,0.77522,0.94807,0.000551422,0.000551422,0.000551422
48,793.84,0.70184,0.81401,0.97395,0.8998,0.78302,0.8,0.71462,0.70251,0.70773,0.94528,0.000547888,0.000547888,0.000547888
49,810.238,0.73381,0.85313,0.98859,0.84312,0.72929,0.79423,0.69335,0.63258,0.78385,0.91409,0.000544354,0.000544354,0.000544354
50,826.835,0.72894,0.86522,1.01459,0.81292,0.74806,0.79923,0.69994,0.65529,0.75622,0.91151,0.000540819,0.000540819,0.000540819
51,843.259,0.68795,0.83301,0.96954,0.86579,0.74809,0.8009,0.70795,0.67842,0.77829,0.93104,0.000537285,0.000537285,0.000537285
52,859.583,0.66816,0.80916,0.97903,0.69731,0.58489,0.61747,0.50997,0.75292,0.84083,0.98093,0.000533751,0.000533751,0.000533751
53,875.981,0.6938,0.86361,0.98666,0.90755,0.71475,0.76786,0.65745,0.68386,0.84753,0.95151,0.000530216,0.000530216,0.000530216
54,892.401,0.68652,0.83083,0.98633,0.7636,0.52261,0.59866,0.47951,0.80268,0.95773,1.02645,0.000526682,0.000526682,0.000526682
55,908.8,0.67196,0.80675,0.99443,0.79064,0.78831,0.7129,0.61404,0.64445,0.7266,0.91903,0.000523148,0.000523148,0.000523148
56,925.232,0.75445,0.84618,1.01396,0.93834,0.73246,0.79633,0.67664,0.65517,0.71503,0.92029,0.000519613,0.000519613,0.000519613
57,941.705,0.67459,0.78443,0.98112,0.80265,0.76303,0.80142,0.7112,0.63105,0.67641,0.90805,0.000516079,0.000516079,0.000516079
58,958.206,0.69629,0.83894,1.00379,0.84409,0.76558,0.80837,0.72915,0.63414,0.69382,0.92901,0.000512545,0.000512545,0.000512545
59,974.731,0.6623,0.76623,0.98689,0.9271,0.74486,0.79936,0.70584,0.66721,0.73722,0.93884,0.000509011,0.000509011,0.000509011
60,991.259,0.66297,0.7708,0.97675,0.89068,0.6925,0.79108,0.70626,0.64143,0.85305,0.93451,0.000505476,0.000505476,0.000505476
61,1007.82,0.6651,0.74921,0.98039,0.90188,0.74941,0.79304,0.67349,0.66061,0.75167,0.93978,0.000501942,0.000501942,0.000501942
62,1024.43,0.64451,0.71097,0.9591,0.86974,0.74605,0.79592,0.69236,0.70121,0.74492,0.94874,0.000498408,0.000498408,0.000498408
63,1040.89,0.66938,0.71109,0.96769,0.79746,0.72349,0.79764,0.70211,0.67684,0.78423,0.92608,0.000494873,0.000494873,0.000494873
64,1057.29,0.68455,0.76263,0.97333,0.86306,0.73762,0.72583,0.63205,0.68425,0.74564,0.94464,0.000491339,0.000491339,0.000491339
65,1073.72,0.68516,0.73186,0.97425,0.84093,0.75756,0.81334,0.73584,0.62264,0.69138,0.90512,0.000487805,0.000487805,0.000487805
66,1090.12,0.64646,0.71657,0.95475,0.91279,0.7581,0.80247,0.72548,0.6176,0.6447,0.89533,0.000484271,0.000484271,0.000484271
67,1106.7,0.67689,0.72655,0.9666,0.90805,0.75561,0.79308,0.71735,0.61179,0.63364,0.92074,0.000480736,0.000480736,0.000480736
68,1123.24,0.66832,0.7074,0.97072,0.90654,0.73807,0.77667,0.70998,0.63966,0.72034,0.92975,0.000477202,0.000477202,0.000477202
69,1139.68,0.64669,0.70128,0.95714,0.88961,0.75549,0.79245,0.7004,0.64498,0.68876,0.92002,0.000473668,0.000473668,0.000473668
70,1155.99,0.6504,0.73027,0.97463,0.93053,0.73569,0.80988,0.73757,0.61893,0.63728,0.90343,0.000470133,0.000470133,0.000470133
71,1172.34,0.6221,0.70417,0.94362,0.86237,0.71774,0.78475,0.68044,0.62951,0.7339,0.91756,0.000466599,0.000466599,0.000466599
72,1188.69,0.6239,0.67489,0.94896,0.91287,0.76837,0.80598,0.71045,0.63602,0.64351,0.90668,0.000463065,0.000463065,0.000463065
73,1205.14,0.64325,0.70776,0.95748,0.87153,0.67786,0.79136,0.69518,0.64139,0.75264,0.92423,0.00045953,0.00045953,0.00045953
74,1221.59,0.60811,0.67302,0.96578,0.90261,0.73662,0.7773,0.69593,0.6153,0.66167,0.90361,0.000455996,0.000455996,0.000455996
75,1237.95,0.65012,0.69679,0.98376,0.84833,0.72749,0.76064,0.65963,0.65092,0.73541,0.91483,0.000452462,0.000452462,0.000452462
76,1254.28,0.62305,0.70078,0.95438,0.9323,0.72884,0.79665,0.695,0.61817,0.65438,0.92063,0.000448928,0.000448928,0.000448928
77,1270.71,0.64572,0.68124,0.98472,0.91659,0.76524,0.79518,0.66954,0.62308,0.68972,0.89627,0.000445393,0.000445393,0.000445393
78,1287.17,0.63339,0.68402,0.94632,0.8864,0.76085,0.78448,0.67171,0.62961,0.65674,0.89324,0.000441859,0.000441859,0.000441859
79,1303.57,0.65848,0.72489,0.97247,0.87836,0.70296,0.7889,0.67811,0.61777,0.76639,0.89914,0.000438325,0.000438325,0.000438325
80,1320.08,0.63654,0.71062,0.9763,0.92445,0.75783,0.80285,0.71631,0.59279,0.66051,0.88847,0.00043479,0.00043479,0.00043479
81,1336.52,0.61952,0.6592,0.96225,0.89324,0.71851,0.79885,0.69218,0.59439,0.63722,0.89589,0.000431256,0.000431256,0.000431256
82,1353.14,0.59571,0.65841,0.9458,0.81201,0.77837,0.7993,0.70648,0.61884,0.688,0.89772,0.000427722,0.000427722,0.000427722
83,1369.56,0.64514,0.69042,0.94083,0.91122,0.73097,0.80251,0.72261,0.61248,0.73621,0.90469,0.000424187,0.000424187,0.000424187
84,1386,0.61103,0.65024,0.93452,0.85721,0.74595,0.80375,0.72945,0.61271,0.70844,0.89159,0.000420653,0.000420653,0.000420653
85,1402.48,0.62948,0.68309,0.96322,0.89188,0.76634,0.79377,0.71394,0.58296,0.71439,0.8785,0.000417119,0.000417119,0.000417119
86,1418.9,0.594,0.65308,0.95695,0.81442,0.75639,0.78886,0.71544,0.65273,0.73633,0.91369,0.000413584,0.000413584,0.000413584
87,1435.33,0.64868,0.69006,0.961,0.91014,0.75844,0.79615,0.71046,0.61058,0.68059,0.91298,0.00041005,0.00041005,0.00041005
88,1451.78,0.60983,0.62567,0.93219,0.90215,0.75851,0.80511,0.68975,0.61946,0.68623,0.9137,0.000406516,0.000406516,0.000406516
89,1468.28,0.62363,0.66606,0.95709,0.90033,0.75223,0.80218,0.70162,0.62735,0.6287,0.90963,0.000402982,0.000402982,0.000402982
90,1484.7,0.60395,0.63041,0.95999,0.89449,0.75249,0.81218,0.70855,0.58188,0.61599,0.88859,0.000399447,0.000399447,0.000399447
91,1501.12,0.63791,0.66897,0.96416,0.90309,0.75732,0.80383,0.70627,0.57242,0.61774,0.88008,0.000395913,0.000395913,0.000395913
92,1517.57,0.61215,0.63248,0.92738,0.90169,0.77175,0.78656,0.69409,0.57206,0.58291,0.87656,0.000392379,0.000392379,0.000392379
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96,1583.45,0.60299,0.6133,0.93314,0.89205,0.7394,0.79285,0.69826,0.58478,0.66117,0.90896,0.000378242,0.000378242,0.000378242
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98,1616.39,0.5977,0.62964,0.95509,0.91819,0.76761,0.80094,0.72117,0.59885,0.74201,0.90298,0.000371173,0.000371173,0.000371173
99,1632.87,0.58824,0.61635,0.95488,0.89644,0.71014,0.78774,0.71736,0.61315,0.79,0.90884,0.000367639,0.000367639,0.000367639
100,1649.33,0.60369,0.61577,0.95544,0.90799,0.7323,0.80691,0.70292,0.60431,0.60063,0.90316,0.000364104,0.000364104,0.000364104
101,1665.85,0.5667,0.62516,0.92304,0.90755,0.73307,0.79745,0.6804,0.58847,0.68588,0.89302,0.00036057,0.00036057,0.00036057
102,1682.22,0.57493,0.58754,0.92723,0.88499,0.7334,0.77584,0.69449,0.58388,0.65452,0.89193,0.000357036,0.000357036,0.000357036
103,1698.49,0.57113,0.57553,0.93235,0.90497,0.74567,0.7943,0.70773,0.56284,0.66045,0.87726,0.000353501,0.000353501,0.000353501
104,1714.82,0.57276,0.5731,0.92772,0.89698,0.74263,0.79802,0.69103,0.58681,0.67119,0.88869,0.000349967,0.000349967,0.000349967
105,1731.18,0.5839,0.55813,0.92888,0.88813,0.74459,0.79753,0.72008,0.59636,0.5701,0.89704,0.000346433,0.000346433,0.000346433
106,1747.55,0.59143,0.62188,0.93523,0.91192,0.74309,0.81278,0.72758,0.58902,0.55598,0.8902,0.000342899,0.000342899,0.000342899
107,1763.87,0.58573,0.57808,0.95455,0.92258,0.78202,0.81217,0.72528,0.57501,0.59854,0.88239,0.000339364,0.000339364,0.000339364
108,1780.28,0.56411,0.54393,0.91042,0.84855,0.7657,0.80858,0.7416,0.61491,0.60411,0.88312,0.00033583,0.00033583,0.00033583
109,1796.79,0.57571,0.56766,0.93261,0.84802,0.72225,0.79199,0.70933,0.65462,0.68515,0.91917,0.000332296,0.000332296,0.000332296
110,1813.37,0.58197,0.5728,0.93202,0.91839,0.73668,0.79733,0.71386,0.61349,0.66084,0.89725,0.000328761,0.000328761,0.000328761
111,1829.75,0.57963,0.6024,0.92187,0.91812,0.77921,0.80992,0.74751,0.55266,0.59384,0.86182,0.000325227,0.000325227,0.000325227
112,1846.22,0.59709,0.6032,0.92356,0.93653,0.75539,0.80309,0.72695,0.59506,0.607,0.88765,0.000321693,0.000321693,0.000321693
113,1862.72,0.57256,0.57206,0.92827,0.91501,0.76933,0.79687,0.7307,0.58949,0.58147,0.87107,0.000318158,0.000318158,0.000318158
114,1879.13,0.59901,0.53956,0.95043,0.91303,0.75401,0.80612,0.71537,0.58536,0.62644,0.88909,0.000314624,0.000314624,0.000314624
115,1895.48,0.54557,0.53511,0.93262,0.9171,0.75433,0.80848,0.73168,0.60639,0.60974,0.90894,0.00031109,0.00031109,0.00031109
116,1911.88,0.5604,0.51282,0.92717,0.92367,0.7602,0.80967,0.74231,0.58996,0.60448,0.90644,0.000307555,0.000307555,0.000307555
117,1928.36,0.56301,0.54297,0.92353,0.93848,0.75947,0.79887,0.73658,0.57777,0.66444,0.89006,0.000304021,0.000304021,0.000304021
118,1944.74,0.55188,0.57464,0.93424,0.9109,0.76843,0.80189,0.73082,0.6049,0.61309,0.89657,0.000300487,0.000300487,0.000300487
119,1961.34,0.57573,0.56379,0.94406,0.94754,0.76905,0.80284,0.73879,0.59868,0.60352,0.91137,0.000296953,0.000296953,0.000296953
120,1977.72,0.53929,0.5292,0.93244,0.93472,0.76308,0.80815,0.73947,0.57525,0.61112,0.86713,0.000293418,0.000293418,0.000293418
121,1994.2,0.52651,0.52158,0.90716,0.7725,0.76644,0.81116,0.71294,0.57618,0.59706,0.88361,0.000289884,0.000289884,0.000289884
122,2010.68,0.53716,0.50095,0.91221,0.93815,0.75372,0.8016,0.70181,0.57945,0.62621,0.87759,0.00028635,0.00028635,0.00028635
123,2027.13,0.53903,0.51442,0.90114,0.91146,0.7398,0.79955,0.71344,0.58514,0.71512,0.89327,0.000282815,0.000282815,0.000282815
124,2043.56,0.55306,0.532,0.9296,0.90156,0.7575,0.80266,0.70249,0.57246,0.60651,0.87078,0.000279281,0.000279281,0.000279281
125,2059.97,0.54392,0.52035,0.92454,0.9173,0.75703,0.79584,0.72195,0.53733,0.59592,0.86642,0.000275747,0.000275747,0.000275747
126,2076.36,0.5406,0.51783,0.89737,0.66685,0.80365,0.72846,0.63514,0.57726,0.60608,0.88944,0.000272212,0.000272212,0.000272212
127,2092.72,0.52984,0.53484,0.91659,0.77528,0.76306,0.80352,0.71543,0.56318,0.6571,0.88199,0.000268678,0.000268678,0.000268678
128,2109.15,0.57673,0.54796,0.92023,0.75549,0.77299,0.80312,0.72768,0.56183,0.62196,0.87683,0.000265144,0.000265144,0.000265144
129,2125.59,0.54379,0.53329,0.92708,0.92471,0.76008,0.80256,0.73081,0.54996,0.61033,0.8755,0.00026161,0.00026161,0.00026161
130,2142.05,0.53346,0.52297,0.91615,0.89483,0.75626,0.81047,0.72253,0.57565,0.60603,0.89672,0.000258075,0.000258075,0.000258075
131,2158.37,0.53807,0.48985,0.90549,0.85579,0.76959,0.79824,0.71747,0.57924,0.63607,0.8862,0.000254541,0.000254541,0.000254541
132,2174.78,0.53547,0.52538,0.93546,0.88297,0.7424,0.8008,0.72475,0.56552,0.63232,0.8741,0.000251007,0.000251007,0.000251007
133,2191.24,0.52767,0.51597,0.90985,0.86698,0.7826,0.79842,0.7064,0.54949,0.62451,0.86217,0.000247472,0.000247472,0.000247472
134,2207.79,0.55197,0.51406,0.92885,0.89613,0.75779,0.80629,0.71562,0.56155,0.59925,0.87884,0.000243938,0.000243938,0.000243938
135,2224.15,0.49965,0.50041,0.90041,0.92973,0.77667,0.80559,0.72004,0.54884,0.60386,0.87003,0.000240404,0.000240404,0.000240404
136,2240.54,0.55365,0.50458,0.9179,0.92871,0.7769,0.8083,0.71713,0.54821,0.61831,0.87666,0.000236869,0.000236869,0.000236869
137,2256.92,0.52776,0.49148,0.89406,0.92664,0.76317,0.79905,0.71784,0.54795,0.63604,0.86688,0.000233335,0.000233335,0.000233335
138,2273.4,0.5249,0.47857,0.90706,0.90977,0.78037,0.80539,0.73347,0.5342,0.61702,0.85741,0.000229801,0.000229801,0.000229801
139,2289.89,0.51495,0.48084,0.90227,0.9386,0.7632,0.80388,0.7109,0.549,0.63052,0.85969,0.000226267,0.000226267,0.000226267
140,2306.41,0.54696,0.52099,0.91573,0.93365,0.77602,0.79862,0.72503,0.55265,0.61875,0.86603,0.000222732,0.000222732,0.000222732
141,2322.96,0.52503,0.48032,0.91363,0.9382,0.75634,0.79343,0.71175,0.58257,0.63194,0.87686,0.000219198,0.000219198,0.000219198
142,2339.5,0.49356,0.4631,0.90284,0.92784,0.76652,0.79415,0.72031,0.544,0.58448,0.86109,0.000215664,0.000215664,0.000215664
143,2356,0.4955,0.45543,0.89129,0.86728,0.77262,0.80208,0.73182,0.53115,0.56531,0.85913,0.000212129,0.000212129,0.000212129
144,2372.5,0.51627,0.47543,0.91305,0.92127,0.76878,0.80163,0.70846,0.5496,0.55732,0.86506,0.000208595,0.000208595,0.000208595
145,2388.92,0.5428,0.52022,0.91662,0.91562,0.76756,0.80244,0.72807,0.54113,0.55275,0.85813,0.000205061,0.000205061,0.000205061
146,2405.38,0.49171,0.47385,0.89702,0.93435,0.76443,0.80535,0.74264,0.55813,0.59241,0.87497,0.000201527,0.000201527,0.000201527
147,2421.77,0.53586,0.47512,0.92588,0.9212,0.76696,0.79636,0.6979,0.57433,0.59922,0.88637,0.000197992,0.000197992,0.000197992
148,2438.27,0.51978,0.47068,0.90539,0.92721,0.76787,0.80074,0.70063,0.56291,0.58484,0.88067,0.000194458,0.000194458,0.000194458
149,2454.78,0.52497,0.49673,0.92535,0.94057,0.77265,0.81142,0.73267,0.55461,0.52588,0.86897,0.000190924,0.000190924,0.000190924
150,2471.1,0.51951,0.47556,0.90924,0.87514,0.76389,0.80621,0.71198,0.55001,0.60141,0.87529,0.000187389,0.000187389,0.000187389
151,2487.52,0.4971,0.4716,0.89336,0.92012,0.77982,0.80941,0.7286,0.56583,0.56359,0.88728,0.000183855,0.000183855,0.000183855
152,2504.01,0.52699,0.49967,0.89545,0.91281,0.77512,0.79375,0.72115,0.547,0.63645,0.8689,0.000180321,0.000180321,0.000180321
153,2520.39,0.50011,0.46983,0.90725,0.92583,0.76847,0.79152,0.69261,0.54516,0.63177,0.86562,0.000176786,0.000176786,0.000176786
154,2536.7,0.48851,0.45128,0.89546,0.93333,0.76727,0.79611,0.7196,0.53982,0.60316,0.87009,0.000173252,0.000173252,0.000173252
155,2552.97,0.49458,0.44837,0.89549,0.93845,0.77827,0.79477,0.73427,0.54636,0.5782,0.87187,0.000169718,0.000169718,0.000169718
156,2569.28,0.50478,0.45142,0.91402,0.86487,0.77173,0.7939,0.70728,0.53877,0.62978,0.85538,0.000166183,0.000166183,0.000166183
157,2585.78,0.4888,0.45499,0.89968,0.90727,0.76347,0.802,0.7279,0.53316,0.58794,0.86559,0.000162649,0.000162649,0.000162649
158,2602.07,0.49975,0.47457,0.90465,0.92697,0.78714,0.80533,0.71778,0.53988,0.53441,0.85814,0.000159115,0.000159115,0.000159115
159,2618.38,0.51549,0.49136,0.91482,0.92554,0.77119,0.79931,0.7112,0.53329,0.52551,0.85579,0.000155581,0.000155581,0.000155581
160,2634.74,0.47575,0.43845,0.89427,0.92328,0.77221,0.80535,0.72844,0.53985,0.56135,0.86229,0.000152046,0.000152046,0.000152046
161,2651.06,0.48695,0.42791,0.91083,0.92447,0.76586,0.80199,0.72509,0.53071,0.56131,0.85783,0.000148512,0.000148512,0.000148512
162,2667.45,0.49827,0.47371,0.90686,0.91314,0.75236,0.79627,0.7423,0.526,0.57696,0.85992,0.000144978,0.000144978,0.000144978
163,2683.78,0.50396,0.46026,0.90828,0.91432,0.7424,0.79202,0.73919,0.52791,0.65139,0.85848,0.000141443,0.000141443,0.000141443
164,2700.11,0.49912,0.43591,0.89714,0.92837,0.76299,0.79855,0.74175,0.54151,0.54569,0.85508,0.000137909,0.000137909,0.000137909
165,2716.58,0.49913,0.45029,0.90851,0.94078,0.76755,0.80158,0.72045,0.54281,0.55469,0.85938,0.000134375,0.000134375,0.000134375
166,2732.99,0.48201,0.453,0.89132,0.93755,0.77884,0.80341,0.72852,0.54421,0.53398,0.85821,0.000130841,0.000130841,0.000130841
167,2749.39,0.49997,0.4903,0.91364,0.93513,0.77786,0.8099,0.73218,0.5521,0.56573,0.87063,0.000127306,0.000127306,0.000127306
168,2765.78,0.47556,0.44087,0.88412,0.93611,0.77448,0.80302,0.73171,0.54049,0.56168,0.8725,0.000123772,0.000123772,0.000123772
169,2782.23,0.50836,0.45413,0.88959,0.93076,0.76878,0.80305,0.74423,0.54432,0.54304,0.87068,0.000120238,0.000120238,0.000120238
170,2798.49,0.48002,0.43165,0.89865,0.917,0.7671,0.80381,0.74246,0.54065,0.55126,0.86981,0.000116703,0.000116703,0.000116703
171,2814.84,0.48329,0.42186,0.88304,0.91796,0.77391,0.80624,0.748,0.54246,0.57892,0.87578,0.000113169,0.000113169,0.000113169
172,2831.21,0.47997,0.45235,0.9026,0.92691,0.77024,0.81137,0.72965,0.56756,0.59323,0.89343,0.000109635,0.000109635,0.000109635
173,2847.59,0.4712,0.44065,0.89982,0.93326,0.76986,0.80758,0.72561,0.57717,0.57339,0.89132,0.0001061,0.0001061,0.0001061
174,2864.07,0.47506,0.43108,0.88489,0.93989,0.77205,0.81169,0.73447,0.54644,0.53503,0.87785,0.000102566,0.000102566,0.000102566
175,2880.58,0.48359,0.45477,0.88351,0.9169,0.77961,0.81271,0.73513,0.56813,0.56542,0.88124,9.90318e-05,9.90318e-05,9.90318e-05
176,2897,0.48658,0.43866,0.8874,0.94379,0.77046,0.81135,0.73845,0.52307,0.51127,0.86228,9.54975e-05,9.54975e-05,9.54975e-05
177,2913.28,0.46994,0.4442,0.89858,0.94348,0.76894,0.809,0.73906,0.54509,0.49954,0.87264,9.19632e-05,9.19632e-05,9.19632e-05
178,2929.69,0.49633,0.44577,0.89507,0.9482,0.77164,0.80492,0.73234,0.52646,0.51494,0.86411,8.84289e-05,8.84289e-05,8.84289e-05
179,2946.13,0.46942,0.4493,0.89445,0.94732,0.77591,0.80542,0.72834,0.53677,0.51294,0.87409,8.48946e-05,8.48946e-05,8.48946e-05
180,2962.78,0.47804,0.45082,0.90565,0.95061,0.76816,0.803,0.72895,0.54207,0.53,0.8741,8.13603e-05,8.13603e-05,8.13603e-05
181,2979.29,0.46522,0.41194,0.89812,0.9445,0.76834,0.79921,0.72749,0.54258,0.55483,0.87766,7.7826e-05,7.7826e-05,7.7826e-05
182,2995.7,0.46659,0.42352,0.87434,0.94479,0.76896,0.80378,0.72963,0.53228,0.56207,0.87186,7.42917e-05,7.42917e-05,7.42917e-05
183,3012.02,0.47144,0.43388,0.89172,0.92617,0.77073,0.80698,0.73495,0.54189,0.5466,0.87646,7.07574e-05,7.07574e-05,7.07574e-05
184,3028.5,0.47402,0.44382,0.88839,0.92197,0.77536,0.80943,0.71858,0.54133,0.54456,0.8736,6.72231e-05,6.72231e-05,6.72231e-05
185,3045.01,0.45251,0.41968,0.88115,0.93713,0.77715,0.81232,0.72127,0.53596,0.51858,0.8718,6.36888e-05,6.36888e-05,6.36888e-05
186,3061.22,0.43392,0.40625,0.87962,0.93206,0.7852,0.81349,0.72012,0.5411,0.50305,0.87424,6.01545e-05,6.01545e-05,6.01545e-05
187,3077.61,0.44262,0.42288,0.88282,0.94892,0.78036,0.80875,0.72242,0.54241,0.52065,0.87668,5.66202e-05,5.66202e-05,5.66202e-05
188,3094.01,0.44777,0.41487,0.8906,0.956,0.78413,0.81151,0.72013,0.53047,0.5316,0.86999,5.30859e-05,5.30859e-05,5.30859e-05
189,3110.37,0.47477,0.41429,0.9009,0.93727,0.77687,0.80988,0.71861,0.52904,0.52065,0.86943,4.95516e-05,4.95516e-05,4.95516e-05
190,3126.88,0.47576,0.41943,0.88394,0.94329,0.77324,0.80852,0.71822,0.53869,0.51408,0.87063,4.60173e-05,4.60173e-05,4.60173e-05
191,3144.38,0.44727,0.37257,0.87785,0.94759,0.77383,0.80898,0.75035,0.53407,0.5157,0.86346,4.2483e-05,4.2483e-05,4.2483e-05
192,3160.75,0.44039,0.35851,0.86902,0.94958,0.77787,0.80781,0.75052,0.53881,0.53352,0.86729,3.89487e-05,3.89487e-05,3.89487e-05
193,3177.25,0.42331,0.34415,0.85258,0.94455,0.77792,0.8086,0.74789,0.54308,0.53221,0.86756,3.54144e-05,3.54144e-05,3.54144e-05
194,3193.54,0.40206,0.35208,0.8365,0.93097,0.78523,0.81182,0.72211,0.53384,0.50856,0.86452,3.18801e-05,3.18801e-05,3.18801e-05
195,3210.1,0.43203,0.33656,0.85093,0.93152,0.78718,0.81373,0.72526,0.53472,0.49466,0.86751,2.83458e-05,2.83458e-05,2.83458e-05
196,3226.54,0.4124,0.34168,0.83553,0.94413,0.78442,0.8147,0.72312,0.52484,0.49849,0.86175,2.48115e-05,2.48115e-05,2.48115e-05
197,3242.97,0.43592,0.37001,0.84584,0.93759,0.783,0.81364,0.73792,0.52502,0.49805,0.85943,2.12772e-05,2.12772e-05,2.12772e-05
198,3259.34,0.41143,0.33645,0.8367,0.93912,0.7766,0.81076,0.71928,0.52812,0.48983,0.86352,1.77429e-05,1.77429e-05,1.77429e-05
199,3275.75,0.41911,0.34579,0.85105,0.94071,0.78071,0.81115,0.75262,0.52963,0.49714,0.86317,1.42086e-05,1.42086e-05,1.42086e-05
200,3292.22,0.39207,0.32902,0.84066,0.93685,0.78082,0.81085,0.7537,0.53068,0.50898,0.8636,1.06743e-05,1.06743e-05,1.06743e-05