yolo11x/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
1,20.5705,1.76703,3.58575,1.68193,0.33482,0.30401,0.1986,0.0961,1.55606,16.8183,1.79421,0.000232826,0.000232826,0.000232826
2,33.7581,1.46674,2.31341,1.42894,0.1374,0.18286,0.08942,0.03685,1.77902,13.5445,2.3981,0.000468495,0.000468495,0.000468495
3,46.5874,1.46002,2.10844,1.39066,0.7015,0.07793,0.02178,0.00608,2.94516,16.0921,4.01026,0.000701809,0.000701809,0.000701809
4,59.2275,1.38903,1.96336,1.38374,0.30531,0.35222,0.14142,0.0584,2.36085,2.9144,2.49797,0.000703397,0.000703397,0.000703397
5,72.0163,1.22334,1.61163,1.28819,0.49145,0.41138,0.39806,0.23198,1.3202,3.36493,1.47003,0.000699863,0.000699863,0.000699863
6,84.7795,1.21167,1.64143,1.29299,0.44406,0.49852,0.39387,0.21534,1.32955,3.07218,1.37982,0.000696328,0.000696328,0.000696328
7,97.4329,1.23223,1.7124,1.31043,0.51875,0.42844,0.23006,0.1262,1.20582,3.71131,1.3268,0.000692794,0.000692794,0.000692794
8,110.315,1.21105,1.75553,1.29119,0.76131,0.4502,0.49241,0.35267,1.08925,1.452,1.18818,0.00068926,0.00068926,0.00068926
9,123.2,1.11848,1.59419,1.24065,0.58517,0.50686,0.49608,0.35373,0.97888,1.55935,1.15594,0.000685726,0.000685726,0.000685726
10,136.567,1.08359,1.4668,1.21347,0.57552,0.5341,0.54208,0.33141,1.17,2.25461,1.35187,0.000682191,0.000682191,0.000682191
11,149.162,1.05902,1.39908,1.20147,0.37387,0.44667,0.23099,0.09904,2.03628,2.28404,2.34155,0.000678657,0.000678657,0.000678657
12,161.723,1.1184,1.41465,1.21992,0.45684,0.37048,0.22417,0.12834,1.2974,6.56923,1.38953,0.000675123,0.000675123,0.000675123
13,174.327,1.03395,1.3417,1.15719,0.6085,0.51104,0.40655,0.25121,1.33585,1.89893,1.44298,0.000671588,0.000671588,0.000671588
14,186.958,1.02207,1.33455,1.15229,0.58449,0.60103,0.45847,0.28062,1.34272,1.70382,1.37063,0.000668054,0.000668054,0.000668054
15,199.908,0.99349,1.3283,1.17364,0.76685,0.26985,0.35575,0.23486,1.44144,2.07986,1.57123,0.00066452,0.00066452,0.00066452
16,212.596,0.96456,1.25795,1.14803,0.40124,0.29383,0.29301,0.16639,1.68756,2.04455,1.78039,0.000660986,0.000660986,0.000660986
17,225.289,0.97159,1.27187,1.14683,0.43943,0.33863,0.27935,0.15499,1.87873,2.45137,1.94098,0.000657451,0.000657451,0.000657451
18,237.992,1.02014,1.2609,1.13444,0.85885,0.64424,0.73954,0.54657,0.81539,0.85782,1.00895,0.000653917,0.000653917,0.000653917
19,250.792,0.93391,1.16428,1.11016,0.86275,0.67291,0.72467,0.59397,0.76364,0.91474,0.98804,0.000650383,0.000650383,0.000650383
20,263.726,0.93816,1.21171,1.12111,0.73878,0.68748,0.74337,0.61438,0.81912,0.91147,0.9855,0.000646848,0.000646848,0.000646848
21,276.711,0.92289,1.22952,1.11446,0.44769,0.38678,0.22778,0.09648,2.12958,3.67385,2.43903,0.000643314,0.000643314,0.000643314
22,289.218,0.89866,1.22102,1.08695,0.49215,0.63303,0.44535,0.33956,0.92235,2.02786,1.03772,0.00063978,0.00063978,0.00063978
23,301.668,0.88501,1.1298,1.09855,0.87881,0.56208,0.7656,0.59679,0.82789,0.89536,0.986,0.000636245,0.000636245,0.000636245
24,314.063,0.87327,1.08454,1.10874,0.41973,0.21967,0.19962,0.10821,1.71589,2.31973,1.79522,0.000632711,0.000632711,0.000632711
25,326.599,0.86331,1.14785,1.10417,0.72524,0.70353,0.61236,0.51483,0.69477,0.88001,0.922,0.000629177,0.000629177,0.000629177
26,339.099,0.86861,1.08957,1.10756,0.76565,0.5452,0.65878,0.43342,1.32766,1.39104,1.41819,0.000625642,0.000625642,0.000625642
27,351.817,0.90369,1.131,1.08491,0.61389,0.39088,0.42571,0.29556,1.19409,1.70562,1.36341,0.000622108,0.000622108,0.000622108
28,364.262,0.85,1.04579,1.09182,0.56075,0.36533,0.38018,0.25943,1.42887,1.83736,1.43771,0.000618574,0.000618574,0.000618574
29,376.7,0.81457,0.99622,1.07061,0.88726,0.74444,0.79549,0.68194,0.77471,0.73179,0.93797,0.00061504,0.00061504,0.00061504
30,389.616,0.7988,1.01076,1.05058,0.89721,0.72112,0.78927,0.64685,0.77153,0.76159,0.99149,0.000611505,0.000611505,0.000611505
31,402.269,0.85146,1.05409,1.1228,0.52076,0.23483,0.23561,0.14111,1.87267,3.226,1.96469,0.000607971,0.000607971,0.000607971
32,414.741,0.85815,1.06268,1.09273,0.80388,0.74824,0.793,0.63883,0.71857,0.79,0.92343,0.000604437,0.000604437,0.000604437
33,427.129,0.7976,0.9624,1.03874,0.70225,0.36359,0.38298,0.20303,1.40284,2.08938,1.61219,0.000600902,0.000600902,0.000600902
34,439.701,0.80704,0.95155,1.05416,0.34246,0.52186,0.31136,0.16866,1.79958,2.3375,1.98062,0.000597368,0.000597368,0.000597368
35,452.385,0.77515,0.94267,1.04421,0.75862,0.72578,0.67101,0.53808,0.82631,0.85202,1.01215,0.000593834,0.000593834,0.000593834
36,464.935,0.80365,0.93525,1.07678,0.66434,0.46927,0.36684,0.25363,1.0498,2.16473,1.14963,0.0005903,0.0005903,0.0005903
37,477.434,0.77135,0.92869,1.04634,0.89764,0.72305,0.79398,0.63834,0.68749,0.68186,0.91648,0.000586765,0.000586765,0.000586765
38,489.837,0.81954,0.93495,1.04791,0.418,0.45384,0.32363,0.21035,1.16544,2.21355,1.3153,0.000583231,0.000583231,0.000583231
39,502.363,0.7888,0.90747,1.05937,0.85887,0.69771,0.78479,0.69853,0.67595,0.67455,0.89735,0.000579697,0.000579697,0.000579697
40,515.26,0.75113,0.88452,1.01833,0.86478,0.53162,0.61445,0.40656,1.17832,1.26094,1.50028,0.000576162,0.000576162,0.000576162
41,527.695,0.76994,0.87508,1.05659,0.70222,0.19751,0.21774,0.13706,1.58797,2.74867,1.6891,0.000572628,0.000572628,0.000572628
42,540.048,0.78584,0.95579,1.05646,0.75351,0.70378,0.6109,0.51099,0.7539,0.9554,0.97628,0.000569094,0.000569094,0.000569094
43,552.776,0.76731,0.87424,1.03257,0.88741,0.74297,0.78654,0.68785,0.68465,0.69284,0.90443,0.000565559,0.000565559,0.000565559
44,565.409,0.81003,0.8681,1.04129,0.68202,0.51258,0.5901,0.3118,1.46175,1.61041,1.71197,0.000562025,0.000562025,0.000562025
45,578.056,0.74691,0.83598,1.00697,0.89534,0.69632,0.76482,0.64124,0.72208,0.84323,0.93268,0.000558491,0.000558491,0.000558491
46,590.913,0.77822,0.91419,1.02869,0.81335,0.74711,0.80021,0.68322,0.67534,0.72012,0.91347,0.000554956,0.000554956,0.000554956
47,603.251,0.71838,0.83933,1.01691,0.90464,0.722,0.79603,0.67107,0.69546,0.69446,0.91818,0.000551422,0.000551422,0.000551422
48,615.666,0.72206,0.80283,0.99437,0.71089,0.66107,0.64623,0.48831,0.94615,1.2464,1.14915,0.000547888,0.000547888,0.000547888
49,628.292,0.74198,0.80929,0.99772,0.82531,0.7085,0.77835,0.68313,0.71063,0.74297,0.91851,0.000544354,0.000544354,0.000544354
50,640.969,0.73614,0.79192,1.02161,0.68394,0.78096,0.75838,0.64662,0.74959,0.87399,0.95482,0.000540819,0.000540819,0.000540819
51,653.534,0.72374,0.80453,1.02408,0.89108,0.68905,0.8015,0.71389,0.66359,0.68607,0.917,0.000537285,0.000537285,0.000537285
52,666.387,0.71616,0.86276,1.02413,0.81336,0.6279,0.74241,0.62671,0.75467,1.01759,0.9506,0.000533751,0.000533751,0.000533751
53,678.972,0.70779,0.84504,1.00746,0.85717,0.71818,0.77995,0.67936,0.67598,0.70205,0.91496,0.000530216,0.000530216,0.000530216
54,691.392,0.72156,0.82045,1.01336,0.57798,0.11209,0.07411,0.03974,2.01678,3.16497,2.43181,0.000526682,0.000526682,0.000526682
55,703.965,0.71808,0.82626,1.03374,0.89419,0.76882,0.78852,0.71265,0.61784,0.58747,0.87359,0.000523148,0.000523148,0.000523148
56,716.341,0.76381,0.84424,1.02816,0.88657,0.70439,0.76911,0.5769,0.72266,0.79458,0.93512,0.000519613,0.000519613,0.000519613
57,728.328,0.70797,0.75837,1.00743,0.88923,0.74789,0.79911,0.70088,0.6429,0.64187,0.90093,0.000516079,0.000516079,0.000516079
58,740.561,0.69923,0.79961,0.99604,0.92339,0.73733,0.79835,0.71784,0.61965,0.6888,0.89198,0.000512545,0.000512545,0.000512545
59,753.248,0.71309,0.79275,1.01627,0.83547,0.66758,0.69536,0.60583,0.72714,0.73671,0.91145,0.000509011,0.000509011,0.000509011
60,766.071,0.71114,0.78296,1.01859,0.87876,0.76501,0.79334,0.70611,0.65875,0.67033,0.88043,0.000505476,0.000505476,0.000505476
61,778.62,0.70549,0.76659,1.00728,0.8954,0.76452,0.79464,0.70776,0.67025,0.64887,0.93374,0.000501942,0.000501942,0.000501942
62,791.083,0.67546,0.73441,0.98564,0.85942,0.73286,0.72077,0.61768,0.681,0.6317,0.89248,0.000498408,0.000498408,0.000498408
63,803.616,0.66231,0.70825,0.97391,0.89536,0.75113,0.80386,0.70208,0.58881,0.58463,0.8911,0.000494873,0.000494873,0.000494873
64,816.152,0.67574,0.74503,0.98166,0.43574,0.11582,0.20319,0.12492,2.08431,3.74079,2.01723,0.000491339,0.000491339,0.000491339
65,829.064,0.70524,0.71724,0.9926,0.86543,0.71732,0.78696,0.69231,0.67233,0.6746,0.88904,0.000487805,0.000487805,0.000487805
66,841.494,0.65559,0.74784,0.96983,0.81756,0.74024,0.70209,0.61236,0.64741,0.6637,0.88277,0.000484271,0.000484271,0.000484271
67,853.926,0.72276,0.75719,0.99513,0.8946,0.7428,0.79208,0.66302,0.68126,0.57913,0.90584,0.000480736,0.000480736,0.000480736
68,866.369,0.6789,0.73484,1.00599,0.51724,0.35552,0.36021,0.19208,1.55741,2.38098,1.97056,0.000477202,0.000477202,0.000477202
69,878.851,0.67382,0.7172,0.97863,0.88469,0.77025,0.80157,0.71936,0.62283,0.57261,0.8823,0.000473668,0.000473668,0.000473668
70,891.761,0.68093,0.71346,0.98706,0.45282,0.38603,0.40126,0.28626,1.28268,2.04224,1.37189,0.000470133,0.000470133,0.000470133
71,904.124,0.63956,0.69395,0.97011,0.86992,0.72853,0.78823,0.70449,0.64142,0.68968,0.88202,0.000466599,0.000466599,0.000466599
72,917.022,0.65449,0.69757,0.97031,0.92305,0.74982,0.79752,0.7265,0.6105,0.55336,0.87365,0.000463065,0.000463065,0.000463065
73,929.952,0.65751,0.71761,0.97762,0.73525,0.74482,0.78864,0.71886,0.57696,0.55878,0.86158,0.00045953,0.00045953,0.00045953
74,942.523,0.60898,0.65784,0.96767,0.80061,0.71317,0.7578,0.60841,0.73704,0.90185,0.96013,0.000455996,0.000455996,0.000455996
75,954.996,0.64638,0.6643,0.99682,0.88449,0.72968,0.78416,0.68906,0.63291,0.63527,0.8733,0.000452462,0.000452462,0.000452462
76,967.564,0.64803,0.67444,0.97043,0.92212,0.74912,0.80238,0.72221,0.62291,0.59033,0.87036,0.000448928,0.000448928,0.000448928
77,980.379,0.64524,0.69332,0.99267,0.89537,0.74021,0.80024,0.72106,0.63772,0.61339,0.8718,0.000445393,0.000445393,0.000445393
78,993.071,0.64181,0.68858,0.95661,0.89296,0.75454,0.78765,0.71432,0.59358,0.61582,0.85508,0.000441859,0.000441859,0.000441859
79,1005.92,0.66109,0.74699,0.97119,0.67444,0.384,0.40675,0.2328,1.30862,1.96471,1.65642,0.000438325,0.000438325,0.000438325
80,1018.48,0.63641,0.69812,0.98486,0.90967,0.48978,0.61582,0.45395,0.86141,0.99914,1.10941,0.00043479,0.00043479,0.00043479
81,1030.77,0.616,0.66113,0.974,0.43858,0.48414,0.53961,0.38265,1.10963,2.21913,1.19716,0.000431256,0.000431256,0.000431256
82,1043.29,0.6151,0.69025,0.95633,0.90406,0.75693,0.80474,0.67789,0.61363,0.58722,0.86478,0.000427722,0.000427722,0.000427722
83,1055.89,0.65181,0.70185,0.95771,0.82545,0.61205,0.69704,0.49223,0.91214,0.95911,1.14844,0.000424187,0.000424187,0.000424187
84,1068.57,0.61985,0.6471,0.95456,0.68007,0.61109,0.50928,0.40953,0.89967,1.45061,1.10466,0.000420653,0.000420653,0.000420653
85,1081.18,0.66837,0.71706,0.99631,0.90305,0.75288,0.79908,0.72381,0.62268,0.57665,0.86674,0.000417119,0.000417119,0.000417119
86,1093.53,0.60154,0.64366,0.97904,0.88148,0.7391,0.79641,0.72667,0.58676,0.67108,0.85876,0.000413584,0.000413584,0.000413584
87,1105.99,0.63754,0.68412,0.96667,0.80019,0.36281,0.50989,0.31947,1.28216,1.89356,1.46943,0.00041005,0.00041005,0.00041005
88,1118.49,0.61044,0.61636,0.96121,0.87043,0.67357,0.77816,0.64915,0.67244,0.84492,0.91016,0.000406516,0.000406516,0.000406516
89,1130.94,0.62507,0.6767,0.9859,0.91905,0.77928,0.81048,0.7008,0.58581,0.50869,0.87416,0.000402982,0.000402982,0.000402982
90,1143.49,0.61248,0.62277,0.97434,0.89603,0.75449,0.80059,0.73356,0.58134,0.51866,0.86499,0.000399447,0.000399447,0.000399447
91,1157.19,0.63377,0.65577,0.96404,0.86235,0.75583,0.79844,0.70475,0.58906,0.55492,0.86639,0.000395913,0.000395913,0.000395913
92,1169.72,0.6274,0.63325,0.94895,0.88341,0.77424,0.80065,0.69932,0.58967,0.49676,0.86424,0.000392379,0.000392379,0.000392379
93,1182.34,0.61752,0.63482,0.97606,0.90435,0.65611,0.71637,0.56208,0.79201,0.84607,1.05522,0.000388844,0.000388844,0.000388844
94,1194.94,0.60666,0.63437,0.95391,0.90474,0.71835,0.78127,0.66614,0.65024,0.62926,0.93137,0.00038531,0.00038531,0.00038531
95,1207.51,0.61604,0.62049,0.9701,0.88492,0.70805,0.78414,0.71563,0.56829,0.63199,0.86027,0.000381776,0.000381776,0.000381776
96,1220.08,0.61709,0.61361,0.95683,0.92888,0.66962,0.77468,0.61108,0.69105,0.72938,0.93911,0.000378242,0.000378242,0.000378242
97,1232.65,0.60728,0.61552,0.96967,0.63139,0.63743,0.65894,0.49699,0.80142,1.26128,1.00826,0.000374707,0.000374707,0.000374707
98,1245.27,0.59583,0.61366,0.96449,0.67048,0.41254,0.49298,0.37232,1.00742,1.29473,1.22287,0.000371173,0.000371173,0.000371173
99,1257.75,0.58131,0.60649,0.96185,0.49619,0.4399,0.34051,0.18869,1.46333,1.95284,1.67789,0.000367639,0.000367639,0.000367639
100,1270.3,0.61058,0.60626,0.9758,0.84925,0.78417,0.80859,0.69804,0.57045,0.52961,0.8645,0.000364104,0.000364104,0.000364104
101,1282.74,0.57478,0.57303,0.92898,0.7333,0.70246,0.62642,0.49794,0.79641,0.9496,1.08025,0.00036057,0.00036057,0.00036057
102,1295.28,0.5549,0.54642,0.92003,0.74735,0.18014,0.25212,0.18969,1.3341,2.30098,1.719,0.000357036,0.000357036,0.000357036
103,1307.82,0.56393,0.54474,0.932,0.93278,0.72416,0.78945,0.66478,0.63013,0.60348,0.89824,0.000353501,0.000353501,0.000353501
104,1320.21,0.5721,0.57206,0.93756,0.88711,0.72512,0.79072,0.6671,0.65266,0.63462,0.93747,0.000349967,0.000349967,0.000349967
105,1332.82,0.5796,0.54928,0.94883,0.92235,0.7641,0.79895,0.73339,0.60219,0.52373,0.85622,0.000346433,0.000346433,0.000346433
106,1345.23,0.60472,0.5972,0.94432,0.89157,0.75083,0.80507,0.70301,0.64719,0.56768,0.90667,0.000342899,0.000342899,0.000342899
107,1357.73,0.55231,0.5595,0.94433,0.90091,0.74444,0.80339,0.71802,0.57099,0.53874,0.86411,0.000339364,0.000339364,0.000339364
108,1370.15,0.579,0.55939,0.93843,0.91212,0.74828,0.7998,0.7118,0.5782,0.52593,0.86527,0.00033583,0.00033583,0.00033583
109,1382.53,0.58992,0.57114,0.94404,0.74788,0.72983,0.80505,0.74343,0.55868,0.56727,0.84967,0.000332296,0.000332296,0.000332296
110,1395.28,0.56214,0.54246,0.94127,0.89659,0.725,0.79475,0.7183,0.56104,0.54871,0.85134,0.000328761,0.000328761,0.000328761
111,1407.72,0.57991,0.60055,0.94741,0.84066,0.77491,0.80884,0.72674,0.55519,0.47351,0.84687,0.000325227,0.000325227,0.000325227
112,1420.4,0.5914,0.56655,0.9451,0.80842,0.80046,0.80369,0.72154,0.55807,0.49969,0.84996,0.000321693,0.000321693,0.000321693
113,1432.78,0.55042,0.54555,0.93695,0.89832,0.73245,0.77549,0.65415,0.61937,0.60715,0.88739,0.000318158,0.000318158,0.000318158
114,1445.17,0.5839,0.52622,0.95834,0.88324,0.74545,0.7961,0.71813,0.57501,0.54403,0.87307,0.000314624,0.000314624,0.000314624
115,1457.54,0.54609,0.54004,0.94074,0.9253,0.7545,0.80347,0.71204,0.55953,0.51933,0.86618,0.00031109,0.00031109,0.00031109
116,1470.03,0.5472,0.49798,0.94325,0.91145,0.48616,0.57566,0.49848,0.71142,0.85281,0.99835,0.000307555,0.000307555,0.000307555
117,1482.72,0.5654,0.53163,0.93521,0.3586,0.35734,0.38084,0.25738,1.36738,2.20717,1.5966,0.000304021,0.000304021,0.000304021
118,1495.3,0.53451,0.5319,0.9269,0.89491,0.72516,0.80585,0.70817,0.57518,0.52629,0.85937,0.000300487,0.000300487,0.000300487
119,1507.57,0.54575,0.51719,0.9359,0.83676,0.62547,0.69503,0.52225,0.79835,1.08371,1.01547,0.000296953,0.000296953,0.000296953
120,1520.22,0.53704,0.49345,0.93457,0.90504,0.75585,0.80396,0.69174,0.58243,0.49312,0.86297,0.000293418,0.000293418,0.000293418
121,1532.87,0.53406,0.52661,0.92651,0.94638,0.76315,0.80098,0.7168,0.57046,0.5265,0.86317,0.000289884,0.000289884,0.000289884
122,1545.25,0.54118,0.50414,0.92082,0.90239,0.75717,0.79355,0.69431,0.59512,0.54432,0.8824,0.00028635,0.00028635,0.00028635
123,1557.73,0.53886,0.50984,0.91467,0.91878,0.72245,0.79135,0.68932,0.5978,0.64479,0.87544,0.000282815,0.000282815,0.000282815
124,1570.32,0.57244,0.51772,0.95193,0.90978,0.73837,0.80743,0.71106,0.56803,0.50885,0.85779,0.000279281,0.000279281,0.000279281
125,1582.74,0.54509,0.51435,0.93436,0.94026,0.76105,0.80727,0.72084,0.54397,0.49782,0.85102,0.000275747,0.000275747,0.000275747
126,1595.23,0.52915,0.49654,0.90946,0.93524,0.71847,0.8047,0.7053,0.59702,0.56347,0.8804,0.000272212,0.000272212,0.000272212
127,1607.45,0.53763,0.51054,0.92899,0.90091,0.67854,0.75815,0.59874,0.77423,0.73181,1.01213,0.000268678,0.000268678,0.000268678
128,1619.77,0.56984,0.55102,0.93771,0.91759,0.75105,0.8061,0.69947,0.54503,0.4709,0.8496,0.000265144,0.000265144,0.000265144
129,1632.08,0.55077,0.52986,0.94438,0.72197,0.55642,0.5233,0.3571,1.11676,1.54527,1.46185,0.00026161,0.00026161,0.00026161
130,1644.46,0.52349,0.49827,0.92794,0.90495,0.77186,0.80003,0.70618,0.5323,0.46078,0.84583,0.000258075,0.000258075,0.000258075
131,1657.31,0.53305,0.47512,0.91739,0.91601,0.75392,0.80808,0.73191,0.56145,0.4965,0.84943,0.000254541,0.000254541,0.000254541
132,1669.65,0.52967,0.52357,0.92965,0.84757,0.57784,0.70953,0.45821,0.89913,1.07902,1.13019,0.000251007,0.000251007,0.000251007
133,1682.04,0.52988,0.51056,0.92079,0.92982,0.73788,0.80498,0.71291,0.54754,0.45059,0.85361,0.000247472,0.000247472,0.000247472
134,1694.47,0.55601,0.51094,0.93763,0.92401,0.75616,0.79873,0.70534,0.55326,0.51885,0.85774,0.000243938,0.000243938,0.000243938
135,1706.97,0.50989,0.49653,0.91297,0.89727,0.74831,0.79469,0.70123,0.54843,0.50133,0.8542,0.000240404,0.000240404,0.000240404
136,1719.68,0.54273,0.50868,0.92225,0.9074,0.75406,0.80467,0.71625,0.53905,0.50268,0.8551,0.000236869,0.000236869,0.000236869
137,1732.23,0.50926,0.4653,0.89662,0.89267,0.73467,0.7895,0.72249,0.57867,0.59147,0.86655,0.000233335,0.000233335,0.000233335
138,1745,0.51056,0.43505,0.91231,0.92039,0.74917,0.80425,0.71055,0.55362,0.53605,0.8523,0.000229801,0.000229801,0.000229801
139,1757.38,0.51693,0.45772,0.90752,0.92118,0.77136,0.80434,0.71148,0.57321,0.5153,0.86811,0.000226267,0.000226267,0.000226267
140,1770.05,0.52693,0.467,0.9191,0.92413,0.77788,0.80472,0.7157,0.5535,0.48556,0.84915,0.000222732,0.000222732,0.000222732
141,1782.74,0.50601,0.46075,0.92213,0.90115,0.75608,0.80183,0.70757,0.5635,0.47989,0.87557,0.000219198,0.000219198,0.000219198
142,1795.12,0.48603,0.43346,0.91298,0.89491,0.73093,0.8015,0.70088,0.554,0.54975,0.85854,0.000215664,0.000215664,0.000215664
143,1807.55,0.48819,0.43695,0.9056,0.90177,0.76368,0.8026,0.7062,0.55758,0.49187,0.8749,0.000212129,0.000212129,0.000212129
144,1819.9,0.49022,0.4567,0.91027,0.92074,0.75583,0.79784,0.68314,0.56904,0.51622,0.87664,0.000208595,0.000208595,0.000208595
145,1832.93,0.52205,0.50154,0.91845,0.93649,0.77468,0.81092,0.71848,0.54874,0.46774,0.84515,0.000205061,0.000205061,0.000205061
146,1845.41,0.48048,0.44053,0.90117,0.89633,0.75702,0.8038,0.7042,0.55725,0.50142,0.85074,0.000201527,0.000201527,0.000201527
147,1857.77,0.51909,0.45721,0.92725,0.85743,0.74291,0.8071,0.71086,0.5644,0.52544,0.85865,0.000197992,0.000197992,0.000197992
148,1870.26,0.51467,0.45177,0.90312,0.91119,0.75535,0.80996,0.71715,0.54555,0.45981,0.84371,0.000194458,0.000194458,0.000194458
149,1882.5,0.52793,0.48492,0.94207,0.90778,0.76544,0.80703,0.70852,0.56127,0.5115,0.84545,0.000190924,0.000190924,0.000190924
150,1894.97,0.48658,0.43355,0.90757,0.89293,0.75588,0.80817,0.71832,0.56674,0.49893,0.85259,0.000187389,0.000187389,0.000187389
151,1907.25,0.48037,0.43803,0.89456,0.95074,0.75112,0.803,0.70975,0.55524,0.47133,0.86314,0.000183855,0.000183855,0.000183855
152,1919.72,0.50208,0.4807,0.90828,0.91993,0.74559,0.80767,0.71569,0.55843,0.46576,0.85184,0.000180321,0.000180321,0.000180321
153,1932.05,0.49757,0.44346,0.90713,0.90225,0.7479,0.80015,0.70004,0.56488,0.50109,0.86932,0.000176786,0.000176786,0.000176786
154,1944.55,0.48056,0.42083,0.90047,0.91086,0.73804,0.80227,0.70302,0.55728,0.532,0.86381,0.000173252,0.000173252,0.000173252
155,1957.03,0.48197,0.42456,0.91143,0.91346,0.75659,0.8036,0.72025,0.5534,0.45933,0.8677,0.000169718,0.000169718,0.000169718
156,1969.56,0.4791,0.40264,0.90592,0.91722,0.74737,0.80554,0.72144,0.55926,0.48178,0.86007,0.000166183,0.000166183,0.000166183
157,1982.41,0.46416,0.42597,0.90903,0.91628,0.74934,0.79773,0.71284,0.55203,0.48226,0.85702,0.000162649,0.000162649,0.000162649
158,1994.78,0.47585,0.45143,0.90495,0.925,0.77157,0.80568,0.69906,0.54539,0.48,0.85609,0.000159115,0.000159115,0.000159115
159,2007.33,0.50261,0.44969,0.92432,0.85454,0.77741,0.80159,0.7075,0.56752,0.47918,0.88041,0.000155581,0.000155581,0.000155581
160,2020.09,0.46792,0.41607,0.90012,0.90755,0.76201,0.80633,0.74175,0.54033,0.4569,0.85635,0.000152046,0.000152046,0.000152046
161,2032.51,0.4659,0.39862,0.92148,0.91969,0.75887,0.80934,0.70707,0.53742,0.45271,0.8578,0.000148512,0.000148512,0.000148512
162,2045.01,0.48588,0.4452,0.91815,0.9166,0.75982,0.80794,0.72589,0.53438,0.45943,0.85189,0.000144978,0.000144978,0.000144978
163,2057.53,0.46168,0.42562,0.90127,0.91923,0.7666,0.80328,0.71667,0.5269,0.46925,0.84746,0.000141443,0.000141443,0.000141443
164,2070.26,0.46386,0.403,0.88984,0.91128,0.76603,0.80164,0.71523,0.528,0.44297,0.86425,0.000137909,0.000137909,0.000137909
165,2082.85,0.4666,0.41245,0.892,0.91862,0.77525,0.80069,0.71729,0.53871,0.49796,0.86702,0.000134375,0.000134375,0.000134375
166,2095.43,0.45398,0.41192,0.89174,0.89424,0.75172,0.79853,0.73146,0.54562,0.50481,0.85806,0.000130841,0.000130841,0.000130841
167,2108,0.46462,0.45221,0.91029,0.90853,0.76277,0.80313,0.7209,0.52174,0.47065,0.84198,0.000127306,0.000127306,0.000127306
168,2120.44,0.43949,0.40876,0.8846,0.87821,0.72875,0.79396,0.72029,0.53074,0.52013,0.84556,0.000123772,0.000123772,0.000123772
169,2133.3,0.47321,0.40354,0.88856,0.89253,0.75501,0.78408,0.72759,0.53443,0.50164,0.84984,0.000120238,0.000120238,0.000120238
170,2145.6,0.46873,0.41935,0.89766,0.8976,0.77244,0.79913,0.729,0.5522,0.44268,0.86676,0.000116703,0.000116703,0.000116703
171,2158.07,0.45474,0.39663,0.89227,0.90169,0.74123,0.79163,0.70532,0.54495,0.47674,0.86033,0.000113169,0.000113169,0.000113169
172,2170.53,0.45487,0.43301,0.90145,0.89735,0.73012,0.79331,0.70672,0.54112,0.46955,0.85649,0.000109635,0.000109635,0.000109635
173,2182.94,0.45897,0.40657,0.91514,0.89836,0.76876,0.7897,0.70509,0.53935,0.48724,0.84867,0.0001061,0.0001061,0.0001061
174,2195.54,0.45155,0.39554,0.88274,0.89561,0.73562,0.79423,0.71031,0.53699,0.45816,0.85314,0.000102566,0.000102566,0.000102566
175,2207.96,0.44919,0.41227,0.88064,0.90593,0.75989,0.79473,0.71086,0.54574,0.48028,0.84951,9.90318e-05,9.90318e-05,9.90318e-05
176,2220.86,0.45219,0.38801,0.89131,0.91782,0.76611,0.79518,0.71454,0.54325,0.45678,0.84667,9.54975e-05,9.54975e-05,9.54975e-05
177,2233.26,0.43676,0.39944,0.89841,0.91835,0.75294,0.78714,0.70512,0.53718,0.47585,0.84816,9.19632e-05,9.19632e-05,9.19632e-05
178,2245.75,0.45951,0.39636,0.88346,0.91349,0.77622,0.79464,0.71559,0.54216,0.45912,0.84726,8.84289e-05,8.84289e-05,8.84289e-05
179,2258.5,0.44649,0.40147,0.90187,0.88965,0.78128,0.79705,0.71417,0.55723,0.48059,0.85629,8.48946e-05,8.48946e-05,8.48946e-05
180,2271.02,0.44469,0.40148,0.91272,0.91775,0.77299,0.79473,0.71474,0.54982,0.48411,0.85258,8.13603e-05,8.13603e-05,8.13603e-05
181,2283.57,0.44082,0.37046,0.90067,0.92889,0.75226,0.79585,0.71086,0.53804,0.48037,0.85224,7.7826e-05,7.7826e-05,7.7826e-05
182,2295.88,0.43143,0.36314,0.87355,0.91596,0.76586,0.78895,0.70085,0.55829,0.48095,0.86683,7.42917e-05,7.42917e-05,7.42917e-05
183,2308.25,0.44558,0.38115,0.89152,0.85968,0.76834,0.79566,0.69457,0.54608,0.46794,0.85384,7.07574e-05,7.07574e-05,7.07574e-05
184,2320.75,0.45081,0.39528,0.89097,0.87814,0.75232,0.79479,0.71517,0.53848,0.49439,0.85635,6.72231e-05,6.72231e-05,6.72231e-05
185,2333.25,0.41464,0.3663,0.87856,0.89059,0.74436,0.79339,0.71284,0.54216,0.50153,0.85393,6.36888e-05,6.36888e-05,6.36888e-05
186,2345.73,0.40467,0.36667,0.87366,0.89065,0.75,0.79626,0.71506,0.54465,0.48754,0.85109,6.01545e-05,6.01545e-05,6.01545e-05
187,2358.08,0.42527,0.36608,0.88398,0.91665,0.76716,0.79924,0.71849,0.53724,0.46228,0.85037,5.66202e-05,5.66202e-05,5.66202e-05
188,2370.75,0.41172,0.36375,0.88958,0.91115,0.76244,0.79547,0.71338,0.54399,0.48195,0.85069,5.30859e-05,5.30859e-05,5.30859e-05
189,2383.18,0.4434,0.37891,0.90206,0.90523,0.76338,0.79671,0.73238,0.55138,0.47154,0.86019,4.95516e-05,4.95516e-05,4.95516e-05
190,2396.05,0.44465,0.36855,0.88565,0.91175,0.76653,0.80887,0.74795,0.54441,0.46738,0.85161,4.60173e-05,4.60173e-05,4.60173e-05
191,2410.02,0.41182,0.35114,0.85485,0.92433,0.77036,0.80998,0.74619,0.53301,0.44244,0.84433,4.2483e-05,4.2483e-05,4.2483e-05
192,2422.57,0.39455,0.31465,0.84594,0.91595,0.76774,0.80608,0.72808,0.53398,0.44594,0.84733,3.89487e-05,3.89487e-05,3.89487e-05
193,2435.07,0.38634,0.30644,0.84133,0.90331,0.75759,0.80746,0.72523,0.54314,0.4447,0.85442,3.54144e-05,3.54144e-05,3.54144e-05
194,2447.54,0.38441,0.28993,0.8297,0.90704,0.7563,0.80579,0.72479,0.54897,0.44553,0.86052,3.18801e-05,3.18801e-05,3.18801e-05
195,2460.2,0.38243,0.28818,0.82528,0.91435,0.75618,0.79986,0.71692,0.56161,0.45162,0.87432,2.83458e-05,2.83458e-05,2.83458e-05
196,2472.6,0.3829,0.28608,0.81587,0.911,0.75158,0.80119,0.71813,0.55732,0.45366,0.86864,2.48115e-05,2.48115e-05,2.48115e-05
197,2485.02,0.39911,0.30268,0.8426,0.90726,0.75773,0.80396,0.72226,0.55692,0.4606,0.86351,2.12772e-05,2.12772e-05,2.12772e-05
198,2497.44,0.3779,0.29878,0.8224,0.92163,0.76172,0.80456,0.726,0.55856,0.46584,0.86969,1.77429e-05,1.77429e-05,1.77429e-05
199,2509.73,0.38098,0.29808,0.83961,0.91711,0.75763,0.80535,0.72628,0.55775,0.46355,0.86842,1.42086e-05,1.42086e-05,1.42086e-05
200,2522.19,0.36379,0.28027,0.82774,0.91024,0.76412,0.80548,0.72545,0.56095,0.45682,0.87476,1.06743e-05,1.06743e-05,1.06743e-05