drone-detector / train /results.csv
marie-kjelberg's picture
updated readme and added the train folder
e4ecb9f
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
1,394.18,1.02978,1.39327,1.03458,0.92432,0.81423,0.89471,0.48879,1.46394,0.83921,1.29332,0.00333204,0.00333204,0.00333204
2,772.724,1.07094,0.78392,1.04998,0.89934,0.79548,0.86578,0.46911,1.47665,0.85902,1.32807,0.00662138,0.00662138,0.00662138
3,1146.7,1.14782,0.79677,1.08951,0.89311,0.80626,0.87258,0.46888,1.5243,0.83852,1.3724,0.00986672,0.00986672,0.00986672
4,1519.26,1.14228,0.77363,1.09202,0.91736,0.82961,0.90436,0.52611,1.37822,0.73425,1.28818,0.009802,0.009802,0.009802
5,1891.77,1.07491,0.69916,1.06192,0.92517,0.85184,0.90956,0.52007,1.43601,0.68476,1.31922,0.009736,0.009736,0.009736
6,2263.99,1.03558,0.65108,1.04371,0.94819,0.84134,0.91193,0.53672,1.38415,0.66617,1.28212,0.00967,0.00967,0.00967
7,2636.28,1.00169,0.62027,1.03164,0.93216,0.87237,0.91876,0.53256,1.40512,0.6321,1.29788,0.009604,0.009604,0.009604
8,3009.62,0.98761,0.60475,1.0264,0.93395,0.87594,0.92609,0.5457,1.37905,0.61379,1.29025,0.009538,0.009538,0.009538
9,3381.26,0.96576,0.58646,1.01585,0.93387,0.88682,0.92969,0.55698,1.35611,0.57858,1.26619,0.009472,0.009472,0.009472
10,3752.97,0.95708,0.57606,1.0119,0.93788,0.88624,0.93285,0.56291,1.35613,0.57663,1.26441,0.009406,0.009406,0.009406
11,4125.12,0.94255,0.558,1.00347,0.94376,0.88447,0.92918,0.55927,1.35146,0.57384,1.26671,0.00934,0.00934,0.00934
12,4497.22,0.92936,0.55272,0.99869,0.93648,0.89314,0.93251,0.56565,1.34642,0.55818,1.26081,0.009274,0.009274,0.009274
13,4869.16,0.92962,0.54834,0.99826,0.94516,0.88869,0.93657,0.57603,1.32766,0.5522,1.24682,0.009208,0.009208,0.009208
14,5241.08,0.92008,0.53856,0.99489,0.94046,0.89457,0.93493,0.57259,1.32683,0.5411,1.24863,0.009142,0.009142,0.009142
15,5613.34,0.91358,0.53256,0.9943,0.94227,0.89582,0.93674,0.57584,1.32714,0.53808,1.24786,0.009076,0.009076,0.009076
16,5985.28,0.90538,0.52959,0.99074,0.94079,0.89992,0.9373,0.58054,1.32262,0.53296,1.24793,0.00901,0.00901,0.00901
17,6357.06,0.9009,0.52321,0.99075,0.94804,0.89357,0.93816,0.57943,1.32242,0.53107,1.24689,0.008944,0.008944,0.008944
18,6729.16,0.90077,0.52428,0.98861,0.95078,0.89357,0.94052,0.58124,1.31604,0.52743,1.24028,0.008878,0.008878,0.008878
19,7101.16,0.89245,0.51558,0.98382,0.95018,0.89638,0.94143,0.58371,1.3142,0.52235,1.24003,0.008812,0.008812,0.008812
20,7473.12,0.89018,0.51478,0.98282,0.94794,0.90201,0.94208,0.58607,1.31114,0.52066,1.23921,0.008746,0.008746,0.008746
21,7845.3,0.88418,0.50776,0.98,0.94826,0.90088,0.9416,0.58716,1.31015,0.51838,1.23973,0.00868,0.00868,0.00868
22,8217.02,0.87515,0.50257,0.97849,0.94617,0.90323,0.94246,0.5889,1.30834,0.51753,1.23795,0.008614,0.008614,0.008614
23,8588.79,0.8759,0.50274,0.9778,0.9487,0.90191,0.9425,0.58899,1.30725,0.51652,1.23805,0.008548,0.008548,0.008548
24,8960.77,0.87254,0.50114,0.97822,0.94843,0.9006,0.94182,0.58899,1.30719,0.51691,1.2385,0.008482,0.008482,0.008482
25,9332.83,0.87158,0.49732,0.97558,0.94865,0.90032,0.94174,0.59004,1.30547,0.51585,1.23759,0.008416,0.008416,0.008416
26,9704.63,0.86654,0.4962,0.97315,0.94821,0.90132,0.94251,0.59043,1.30416,0.51438,1.23658,0.00835,0.00835,0.00835
27,10077.4,0.86504,0.49567,0.9724,0.95043,0.89929,0.94296,0.59123,1.30439,0.51373,1.23654,0.008284,0.008284,0.008284
28,10449.2,0.86714,0.49186,0.97219,0.94988,0.90104,0.94282,0.59177,1.30451,0.51287,1.23634,0.008218,0.008218,0.008218
29,10820.9,0.86212,0.49147,0.97366,0.94898,0.9021,0.94259,0.59219,1.3041,0.51196,1.23633,0.008152,0.008152,0.008152
30,11191.5,0.86063,0.48905,0.96975,0.94796,0.90368,0.9426,0.59269,1.30287,0.51041,1.23499,0.008086,0.008086,0.008086
31,11562.5,0.85777,0.48391,0.96858,0.94874,0.90427,0.94325,0.59384,1.30184,0.50938,1.23396,0.00802,0.00802,0.00802
32,11933.9,0.85733,0.48606,0.96863,0.94789,0.90583,0.94314,0.59411,1.30058,0.50801,1.23266,0.007954,0.007954,0.007954
33,12305.1,0.85118,0.4795,0.96729,0.94861,0.90632,0.94347,0.5947,1.29884,0.50644,1.23142,0.007888,0.007888,0.007888
34,12676.7,0.84811,0.48009,0.96617,0.94926,0.90699,0.9441,0.59506,1.29805,0.50539,1.23103,0.007822,0.007822,0.007822
35,13059.8,0.8489,0.47685,0.96728,0.9503,0.90491,0.9441,0.59565,1.29683,0.50367,1.23032,0.007756,0.007756,0.007756
36,13431.9,0.84405,0.47402,0.96355,0.95038,0.90522,0.94434,0.59638,1.29593,0.50266,1.2301,0.00769,0.00769,0.00769
37,13804.1,0.84207,0.47242,0.96253,0.9513,0.9048,0.94443,0.59672,1.295,0.50197,1.22947,0.007624,0.007624,0.007624
38,14175.2,0.83913,0.47138,0.96388,0.95179,0.90353,0.94454,0.59744,1.29358,0.50146,1.22844,0.007558,0.007558,0.007558
39,14546.3,0.84109,0.4687,0.96266,0.95158,0.90435,0.94431,0.59792,1.29249,0.50094,1.22761,0.007492,0.007492,0.007492
40,14918.3,0.83663,0.46505,0.96086,0.95196,0.90379,0.94453,0.59852,1.29145,0.49986,1.22739,0.007426,0.007426,0.007426
41,15290,0.83428,0.46612,0.95945,0.95278,0.90438,0.94458,0.59873,1.29081,0.49904,1.22708,0.00736,0.00736,0.00736
42,15661.6,0.83274,0.46331,0.95995,0.9527,0.90469,0.94456,0.59939,1.28973,0.49854,1.22645,0.007294,0.007294,0.007294
43,16033.8,0.83142,0.46489,0.9594,0.95309,0.90576,0.94491,0.59987,1.28872,0.49813,1.22619,0.007228,0.007228,0.007228
44,16405.3,0.83015,0.46365,0.96044,0.95253,0.907,0.9451,0.60003,1.28837,0.49706,1.22609,0.007162,0.007162,0.007162
45,16777.3,0.82894,0.46196,0.96028,0.95306,0.9062,0.94501,0.60019,1.28811,0.49681,1.22562,0.007096,0.007096,0.007096
46,17153.3,0.82662,0.46006,0.95775,0.95442,0.90576,0.94531,0.60071,1.28735,0.49623,1.22516,0.00703,0.00703,0.00703
47,17525.5,0.8283,0.45969,0.95884,0.9517,0.90727,0.94554,0.60118,1.28672,0.49544,1.22482,0.006964,0.006964,0.006964
48,17897.1,0.82777,0.46121,0.95707,0.95383,0.90664,0.94554,0.60141,1.28572,0.49442,1.2243,0.006898,0.006898,0.006898
49,18269.2,0.82252,0.45811,0.95599,0.95336,0.90667,0.94549,0.60152,1.28494,0.49357,1.22387,0.006832,0.006832,0.006832
50,18641.1,0.82166,0.45482,0.95528,0.95349,0.90716,0.94612,0.60232,1.28386,0.49312,1.2234,0.006766,0.006766,0.006766
51,19012.9,0.82136,0.45624,0.95435,0.95393,0.90669,0.94594,0.60256,1.2836,0.49271,1.22335,0.0067,0.0067,0.0067
52,19384.7,0.81979,0.45374,0.95433,0.95476,0.90629,0.94595,0.60263,1.28231,0.49184,1.22251,0.006634,0.006634,0.006634
53,19756.5,0.81728,0.45425,0.9553,0.9545,0.90651,0.9457,0.60316,1.28176,0.49117,1.22196,0.006568,0.006568,0.006568
54,20128.4,0.81526,0.44955,0.95191,0.95466,0.90625,0.94617,0.60357,1.28151,0.4907,1.22192,0.006502,0.006502,0.006502
55,20500.4,0.81498,0.45095,0.95208,0.95319,0.90763,0.94614,0.60369,1.28109,0.49,1.22185,0.006436,0.006436,0.006436
56,20872.9,0.8142,0.44873,0.95165,0.95375,0.90696,0.94612,0.60389,1.28083,0.48968,1.22187,0.00637,0.00637,0.00637
57,21245.1,0.81179,0.44745,0.95015,0.95434,0.90557,0.94615,0.6046,1.28061,0.48935,1.22153,0.006304,0.006304,0.006304
58,21616.9,0.80819,0.44533,0.95011,0.95463,0.90595,0.94607,0.60493,1.27956,0.48832,1.22104,0.006238,0.006238,0.006238
59,21989,0.80696,0.44252,0.94902,0.9549,0.90585,0.94669,0.60537,1.27933,0.48786,1.22106,0.006172,0.006172,0.006172
60,22360.7,0.80816,0.44234,0.94902,0.95456,0.90618,0.94707,0.60549,1.27882,0.48741,1.22098,0.006106,0.006106,0.006106
61,22732.7,0.80486,0.44625,0.94861,0.9542,0.90657,0.94742,0.60564,1.27922,0.48715,1.22137,0.00604,0.00604,0.00604
62,23104.4,0.80291,0.43998,0.94819,0.95397,0.90762,0.9477,0.60565,1.27936,0.4866,1.22152,0.005974,0.005974,0.005974
63,23476.9,0.80447,0.44149,0.94863,0.95369,0.9081,0.94738,0.60577,1.27839,0.48606,1.2213,0.005908,0.005908,0.005908
64,23849.7,0.80371,0.44155,0.94734,0.95364,0.9085,0.94726,0.60592,1.2776,0.48594,1.22121,0.005842,0.005842,0.005842
65,24229.1,0.79656,0.43759,0.94575,0.95227,0.9093,0.94749,0.60629,1.27704,0.48469,1.22119,0.005776,0.005776,0.005776
66,24600.8,0.79994,0.43436,0.94759,0.95252,0.9097,0.9476,0.60656,1.27626,0.48393,1.22074,0.00571,0.00571,0.00571
67,24972.2,0.79754,0.43602,0.9465,0.95293,0.90936,0.94754,0.60701,1.27561,0.4829,1.22026,0.005644,0.005644,0.005644
68,25343.9,0.79439,0.43324,0.9448,0.95296,0.90923,0.9476,0.60734,1.27491,0.48246,1.2198,0.005578,0.005578,0.005578
69,25715.4,0.79349,0.43246,0.94532,0.9523,0.90977,0.94756,0.6078,1.27441,0.48179,1.2195,0.005512,0.005512,0.005512
70,26087.2,0.79082,0.42927,0.94418,0.95259,0.90941,0.94773,0.60857,1.27334,0.48103,1.21905,0.005446,0.005446,0.005446
71,26459.1,0.7944,0.43167,0.94335,0.9529,0.90988,0.94813,0.60885,1.27237,0.48065,1.21845,0.00538,0.00538,0.00538
72,26830.6,0.79229,0.43142,0.94605,0.95161,0.91092,0.94785,0.60875,1.27175,0.48068,1.21809,0.005314,0.005314,0.005314
73,27202,0.78872,0.43057,0.94326,0.95211,0.91073,0.9478,0.60953,1.27071,0.48035,1.21754,0.005248,0.005248,0.005248
74,27573.9,0.79163,0.43226,0.94368,0.9525,0.91019,0.94792,0.60943,1.27013,0.47996,1.21722,0.005182,0.005182,0.005182
75,27945.7,0.78907,0.42962,0.94066,0.95415,0.90904,0.94813,0.60999,1.26927,0.47975,1.21642,0.005116,0.005116,0.005116
76,28317.3,0.78647,0.42728,0.94089,0.95615,0.9082,0.94799,0.61025,1.26884,0.47952,1.21637,0.00505,0.00505,0.00505
77,28689.1,0.78471,0.42668,0.94159,0.95595,0.90773,0.94772,0.61046,1.2692,0.47908,1.21671,0.004984,0.004984,0.004984
78,29060.8,0.78129,0.42424,0.94148,0.95552,0.9085,0.9479,0.61063,1.26909,0.4791,1.21663,0.004918,0.004918,0.004918
79,29432.7,0.78108,0.42344,0.93963,0.95588,0.90876,0.94791,0.61083,1.26827,0.47863,1.21596,0.004852,0.004852,0.004852
80,29804.5,0.77934,0.42287,0.93954,0.95489,0.91007,0.94768,0.61115,1.26776,0.47868,1.21575,0.004786,0.004786,0.004786
81,30176.3,0.77906,0.42034,0.93906,0.95554,0.9097,0.94785,0.6113,1.26779,0.4787,1.21551,0.00472,0.00472,0.00472
82,30548.1,0.774,0.41844,0.93598,0.95581,0.91035,0.9482,0.61196,1.26676,0.4786,1.21476,0.004654,0.004654,0.004654
83,30919.7,0.77516,0.41942,0.93556,0.95723,0.90951,0.94831,0.61278,1.26592,0.4781,1.21371,0.004588,0.004588,0.004588
84,31291.6,0.77486,0.41843,0.93592,0.9579,0.90895,0.94811,0.61242,1.26561,0.4773,1.21366,0.004522,0.004522,0.004522
85,31663.3,0.77594,0.41888,0.93564,0.95848,0.90932,0.94819,0.61279,1.26543,0.4767,1.21375,0.004456,0.004456,0.004456
86,32034.9,0.77019,0.41376,0.93501,0.95819,0.90951,0.94887,0.61279,1.26564,0.47673,1.2139,0.00439,0.00439,0.00439
87,32406.9,0.77222,0.41529,0.93596,0.95807,0.91007,0.949,0.61337,1.2656,0.47661,1.21368,0.004324,0.004324,0.004324
88,32778.5,0.76992,0.41423,0.93503,0.9573,0.91028,0.94913,0.61382,1.2653,0.47671,1.21323,0.004258,0.004258,0.004258
89,33150.5,0.76637,0.41294,0.93368,0.95678,0.91063,0.94901,0.61379,1.26541,0.47673,1.2131,0.004192,0.004192,0.004192
90,33522.4,0.76525,0.4106,0.93209,0.95601,0.91045,0.94861,0.61384,1.26548,0.47649,1.21263,0.004126,0.004126,0.004126
91,33894.3,0.76428,0.40649,0.93303,0.95567,0.91092,0.94872,0.61409,1.26514,0.47648,1.21222,0.00406,0.00406,0.00406
92,34266.2,0.76104,0.40734,0.93162,0.95522,0.9111,0.94883,0.6144,1.26459,0.47627,1.21192,0.003994,0.003994,0.003994
93,34637.3,0.75948,0.40858,0.93089,0.95356,0.91129,0.9484,0.61431,1.26458,0.47574,1.21156,0.003928,0.003928,0.003928
94,35009,0.75984,0.40528,0.93089,0.9537,0.91101,0.9483,0.61458,1.26477,0.47626,1.2113,0.003862,0.003862,0.003862
95,35380.4,0.75867,0.40417,0.93045,0.9539,0.91129,0.94817,0.61426,1.26539,0.47633,1.21137,0.003796,0.003796,0.003796
96,35752,0.75852,0.40425,0.92894,0.95596,0.91026,0.94788,0.61423,1.26563,0.47617,1.21146,0.00373,0.00373,0.00373
97,36123.9,0.75613,0.4023,0.92989,0.95421,0.91101,0.94788,0.61411,1.26612,0.47551,1.21177,0.003664,0.003664,0.003664
98,36495.3,0.7527,0.40095,0.92754,0.95494,0.91073,0.94844,0.61436,1.26642,0.4753,1.21174,0.003598,0.003598,0.003598
99,36867,0.75235,0.39818,0.92901,0.95518,0.91035,0.94818,0.61459,1.26644,0.47499,1.21164,0.003532,0.003532,0.003532
100,37239,0.74948,0.39783,0.92914,0.95483,0.90974,0.94812,0.61477,1.2668,0.47486,1.21184,0.003466,0.003466,0.003466
101,37610.6,0.75248,0.39858,0.92864,0.95403,0.9107,0.94829,0.61508,1.26615,0.47463,1.21138,0.0034,0.0034,0.0034
102,37982.5,0.74969,0.39726,0.92761,0.95353,0.9127,0.94821,0.61545,1.26602,0.47445,1.2114,0.003334,0.003334,0.003334
103,38354.1,0.74797,0.39477,0.92757,0.95337,0.91253,0.94818,0.61557,1.26545,0.47444,1.21091,0.003268,0.003268,0.003268
104,38725.8,0.7459,0.39657,0.92381,0.95429,0.91213,0.9484,0.61566,1.26551,0.47428,1.21051,0.003202,0.003202,0.003202
105,39098,0.7424,0.39224,0.92261,0.95516,0.91082,0.94866,0.61584,1.26536,0.47403,1.21041,0.003136,0.003136,0.003136
106,39469.7,0.7425,0.39137,0.92518,0.95557,0.91152,0.94868,0.61634,1.26481,0.47368,1.21004,0.00307,0.00307,0.00307
107,39841.7,0.73976,0.38854,0.92246,0.95597,0.91017,0.94858,0.61666,1.26453,0.47409,1.20972,0.003004,0.003004,0.003004
108,40213.3,0.73788,0.38844,0.92111,0.95731,0.90844,0.94876,0.61686,1.26455,0.47412,1.21005,0.002938,0.002938,0.002938
109,40584.9,0.73668,0.38748,0.92052,0.9566,0.90941,0.94874,0.61732,1.26351,0.47363,1.2093,0.002872,0.002872,0.002872
110,40956.6,0.73176,0.38409,0.92021,0.95662,0.90983,0.94893,0.61792,1.26273,0.47387,1.20896,0.002806,0.002806,0.002806
111,41347.4,0.7313,0.38329,0.92011,0.95581,0.91065,0.94943,0.61824,1.26179,0.47361,1.20839,0.00274,0.00274,0.00274
112,41718.5,0.73134,0.38221,0.92001,0.95662,0.91054,0.9495,0.6189,1.26096,0.47319,1.20806,0.002674,0.002674,0.002674
113,42089.7,0.72631,0.3806,0.91742,0.9575,0.91054,0.94938,0.61905,1.26043,0.47332,1.20733,0.002608,0.002608,0.002608
114,42461.4,0.72955,0.37968,0.91964,0.95575,0.91204,0.94966,0.6193,1.26012,0.47286,1.20682,0.002542,0.002542,0.002542
115,42833.6,0.72592,0.3807,0.9192,0.95788,0.91054,0.94962,0.61967,1.25919,0.47268,1.20638,0.002476,0.002476,0.002476
116,43205.3,0.72313,0.37683,0.91817,0.95521,0.91288,0.94965,0.61986,1.25868,0.4723,1.20588,0.00241,0.00241,0.00241
117,43577.2,0.7215,0.37617,0.9158,0.95472,0.91317,0.94939,0.62006,1.25836,0.47227,1.20545,0.002344,0.002344,0.002344
118,43949.1,0.72113,0.37387,0.91671,0.95981,0.90915,0.94956,0.62021,1.25785,0.47186,1.20518,0.002278,0.002278,0.002278
119,44320.9,0.71939,0.37193,0.91666,0.96101,0.90846,0.94978,0.62036,1.25745,0.47193,1.205,0.002212,0.002212,0.002212
120,44692.8,0.7179,0.37129,0.91434,0.96103,0.90941,0.95022,0.6206,1.25686,0.47176,1.2047,0.002146,0.002146,0.002146
121,45064.5,0.71247,0.3675,0.91247,0.95869,0.91181,0.95036,0.62102,1.25632,0.47198,1.20428,0.00208,0.00208,0.00208
122,45436.4,0.7126,0.36627,0.914,0.95801,0.91157,0.95007,0.62164,1.25567,0.47126,1.20427,0.002014,0.002014,0.002014
123,45808.5,0.70824,0.36554,0.91281,0.95859,0.91164,0.95027,0.62192,1.255,0.47119,1.20398,0.001948,0.001948,0.001948
124,46181.2,0.70842,0.3632,0.91166,0.95933,0.9112,0.95039,0.62257,1.25433,0.47073,1.20367,0.001882,0.001882,0.001882
125,46553.6,0.70997,0.36294,0.91315,0.96165,0.90991,0.95088,0.62261,1.25401,0.47058,1.20356,0.001816,0.001816,0.001816
126,46924.7,0.70387,0.3599,0.91176,0.95926,0.91092,0.95049,0.62278,1.25348,0.47054,1.20348,0.00175,0.00175,0.00175
127,47295.9,0.70099,0.35793,0.9117,0.9577,0.91295,0.95111,0.62294,1.25284,0.47095,1.2031,0.001684,0.001684,0.001684
128,47667.9,0.70189,0.359,0.91186,0.95719,0.91335,0.95089,0.62332,1.25229,0.4709,1.20287,0.001618,0.001618,0.001618
129,48039.9,0.69685,0.35628,0.90896,0.96086,0.90998,0.95091,0.62348,1.25188,0.47076,1.20255,0.001552,0.001552,0.001552
130,48412,0.69637,0.35563,0.90835,0.96023,0.91015,0.95101,0.62439,1.25115,0.47083,1.20222,0.001486,0.001486,0.001486
131,48783.3,0.69498,0.35252,0.90722,0.96014,0.90951,0.95103,0.62461,1.25058,0.47057,1.20184,0.00142,0.00142,0.00142
132,49154.6,0.69123,0.35057,0.90686,0.96054,0.91007,0.95114,0.62496,1.24989,0.47011,1.20143,0.001354,0.001354,0.001354
133,49527.3,0.69236,0.34952,0.90626,0.96025,0.91073,0.95142,0.62513,1.24917,0.47001,1.20122,0.001288,0.001288,0.001288
134,49900.2,0.68975,0.34889,0.90553,0.96372,0.90773,0.95104,0.62553,1.24884,0.47005,1.20117,0.001222,0.001222,0.001222
135,50272.6,0.68357,0.34683,0.90367,0.963,0.90829,0.95122,0.62616,1.24858,0.47004,1.20139,0.001156,0.001156,0.001156
136,50645.1,0.68203,0.3429,0.90509,0.96155,0.90951,0.95103,0.6262,1.24876,0.4699,1.20175,0.00109,0.00109,0.00109
137,51017.2,0.67759,0.34046,0.90205,0.96178,0.90904,0.95106,0.62665,1.24832,0.47029,1.20191,0.001024,0.001024,0.001024
138,51389.6,0.6801,0.34054,0.90328,0.96265,0.90904,0.95109,0.62699,1.24804,0.47067,1.20185,0.000958,0.000958,0.000958
139,51762.5,0.67136,0.33476,0.89884,0.96425,0.9081,0.95101,0.627,1.24799,0.47104,1.20178,0.000892,0.000892,0.000892
140,52139.7,0.67434,0.3372,0.8996,0.96432,0.9082,0.95107,0.62729,1.24785,0.47114,1.20158,0.000826,0.000826,0.000826
141,52507.4,0.62403,0.27752,0.84619,0.96276,0.90915,0.95096,0.62711,1.24913,0.47146,1.20252,0.00076,0.00076,0.00076
142,52872.9,0.61666,0.2742,0.84455,0.9624,0.9097,0.95097,0.62709,1.25008,0.47202,1.20316,0.000694,0.000694,0.000694
143,53238.9,0.61185,0.26996,0.84272,0.96233,0.91021,0.95102,0.62677,1.25045,0.47216,1.2037,0.000628,0.000628,0.000628
144,53604.2,0.60877,0.26821,0.83973,0.96121,0.91185,0.95091,0.62656,1.25062,0.47265,1.20419,0.000562,0.000562,0.000562
145,53969.6,0.60481,0.26591,0.84024,0.96182,0.9112,0.95113,0.62694,1.25036,0.47279,1.2043,0.000496,0.000496,0.000496
146,54335.2,0.60189,0.26261,0.83941,0.96271,0.91016,0.95095,0.62725,1.25008,0.4731,1.20461,0.00043,0.00043,0.00043
147,54717.9,0.60076,0.26033,0.84074,0.96331,0.91073,0.95106,0.62723,1.25016,0.47376,1.20506,0.000364,0.000364,0.000364
148,55083.3,0.59514,0.25767,0.83783,0.96324,0.91073,0.95076,0.62738,1.25038,0.47435,1.20583,0.000298,0.000298,0.000298
149,55448.8,0.59556,0.25541,0.83757,0.9631,0.91138,0.9508,0.62757,1.25051,0.47513,1.20652,0.000232,0.000232,0.000232
150,55814.6,0.58938,0.25281,0.83641,0.96269,0.91207,0.95095,0.62787,1.25039,0.47586,1.20704,0.000166,0.000166,0.000166