init commit

results/7c/train_250_800_16/args.yaml

@@ -0,0 +1,105 @@
+task: segment
+mode: train
+model: yolov8l-seg.pt
+data: /content/drive/MyDrive/Repair Project/report/data/7c/data.yaml
+epochs: 250
+time: null
+patience: 100
+batch: 16
+imgsz: 800
+save: true
+save_period: 100
+cache: false
+device: '0'
+workers: 8
+project: /content/drive/MyDrive/Repair Project/report/results/training/7c
+name: train_250_800_162
+exist_ok: false
+pretrained: true
+optimizer: auto
+verbose: true
+seed: 0
+deterministic: true
+single_cls: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+amp: true
+fraction: 1.0
+profile: false
+freeze: null
+multi_scale: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.0
+val: true
+split: val
+save_json: false
+conf: null
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+source: null
+vid_stride: 1
+stream_buffer: false
+visualize: false
+augment: true
+agnostic_nms: false
+classes: null
+retina_masks: false
+embed: null
+show: false
+save_frames: false
+save_txt: false
+save_conf: false
+save_crop: false
+show_labels: true
+show_conf: true
+show_boxes: true
+line_width: null
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: true
+opset: null
+workspace: null
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.0
+cutmix: 0.0
+copy_paste: 0.0
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+cfg: null
+tracker: botsort.yaml
+save_dir: /content/drive/MyDrive/Repair Project/report/results/training/7c/train_250_800_162

results/7c/train_250_800_16/results.csv

@@ -0,0 +1,251 @@
+epoch,time,train/box_loss,train/seg_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),metrics/precision(M),metrics/recall(M),metrics/mAP50(M),metrics/mAP50-95(M),val/box_loss,val/seg_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
+1,21.4785,1.11268,2.04466,3.54728,1.37126,0.65949,0.33906,0.36758,0.25364,0.73465,0.38093,0.37155,0.23215,1.09033,2.23728,22.8427,1.31925,0.0001818,0.0001818,0.0001818
+2,44.9836,0.94988,1.24216,2.05083,1.21163,0.64751,0.32169,0.23287,0.1488,0.63165,0.29418,0.20987,0.129,1.45964,2.75131,30.0437,2.19296,0.000371214,0.000371214,0.000371214
+3,67.2318,1.1294,1.43973,1.96815,1.31654,0.20459,0.15712,0.03193,0.01745,0.19318,0.09435,0.0177,0.00765,1.7391,6.45682,45.3909,2.87997,0.000559116,0.000559116,0.000559116
+4,89.2765,1.12696,1.40307,1.83016,1.32249,0.02565,0.45637,0.04032,0.01624,0.06383,0.20462,0.04202,0.02113,2.04139,6.89365,inf,5.1345,0.000745507,0.000745507,0.000745507
+5,111.284,1.17548,1.44351,1.69635,1.3195,0.08504,0.57103,0.07519,0.06188,0.08487,0.57471,0.07251,0.05074,2.01058,10.8834,inf,4.32813,0.000894601,0.000894601,0.000894601
+6,133.209,1.09358,1.364,1.62672,1.28256,0.22431,0.22092,0.10121,0.05933,0.20661,0.23307,0.07607,0.04289,1.61632,3.18868,25.4356,3.16876,0.000891002,0.000891002,0.000891002
+7,155.127,1.12867,1.45473,1.59488,1.33698,0.19811,0.5345,0.28487,0.13457,0.20561,0.55944,0.30355,0.137,1.48994,3.68768,7.88528,2.32761,0.000887402,0.000887402,0.000887402
+8,177.086,1.11444,1.36788,1.50734,1.2792,0.27946,0.60609,0.40693,0.26071,0.27779,0.61384,0.41353,0.23459,1.55007,1.89323,4.85921,2.08796,0.000883803,0.000883803,0.000883803
+9,199.46,1.02807,1.29908,1.37388,1.24479,0.76826,0.45944,0.53542,0.33907,0.74538,0.43979,0.51556,0.32313,1.5123,1.94759,2.50229,1.96214,0.000880203,0.000880203,0.000880203
+10,221.92,1.05252,1.27683,1.37728,1.26439,0.63682,0.38336,0.39555,0.21859,0.32667,0.54489,0.4346,0.21658,1.32714,1.53039,4.67837,1.60847,0.000876603,0.000876603,0.000876603
+11,243.712,0.98573,1.17642,1.32224,1.23406,0.68182,0.42801,0.46776,0.30155,0.70204,0.4355,0.47178,0.31554,1.39124,1.76002,2.12958,1.80975,0.000873004,0.000873004,0.000873004
+12,265.686,1.01523,1.24345,1.32975,1.2279,0.42179,0.73065,0.54302,0.34067,0.41747,0.7131,0.52362,0.32997,1.32315,1.38794,2.90445,1.77515,0.000869404,0.000869404,0.000869404
+13,288.161,1.02522,1.24593,1.3169,1.26485,0.4492,0.67694,0.53712,0.34979,0.76082,0.41578,0.49465,0.32336,1.33258,1.60315,1.7973,1.80017,0.000865804,0.000865804,0.000865804
+14,309.946,0.98502,1.26433,1.22559,1.23722,0.76862,0.33372,0.35742,0.23072,0.61183,0.34414,0.36325,0.22374,1.36971,1.78888,2.28584,1.73403,0.000862205,0.000862205,0.000862205
+15,335.998,0.98333,1.20801,1.20164,1.20912,0.55936,0.47114,0.46821,0.32989,0.57862,0.4631,0.46215,0.30204,1.26816,1.93288,2.08058,1.61073,0.000858605,0.000858605,0.000858605
+16,358.046,0.95275,1.16583,1.19844,1.21017,0.71954,0.35357,0.4544,0.30564,0.74661,0.36399,0.49886,0.32151,1.28538,1.58857,2.2524,1.61089,0.000855005,0.000855005,0.000855005
+17,379.973,0.98737,1.12773,1.19176,1.21061,0.67355,0.46241,0.54381,0.37796,0.39125,0.69782,0.60614,0.39831,1.35542,1.46501,1.84325,1.75845,0.000851406,0.000851406,0.000851406
+18,402.41,0.93425,1.11573,1.14511,1.19991,0.69578,0.44942,0.5049,0.353,0.699,0.45312,0.50094,0.33719,1.2799,1.58987,1.74075,1.61632,0.000847806,0.000847806,0.000847806
+19,424.34,0.89938,1.08535,1.08628,1.15698,0.64749,0.36209,0.40527,0.25195,0.70274,0.31436,0.38066,0.22574,1.43174,2.10858,2.24033,1.87853,0.000844206,0.000844206,0.000844206
+20,446.355,0.90553,1.14071,1.09058,1.14312,0.58998,0.59289,0.4511,0.31173,0.5889,0.59335,0.47305,0.28057,1.37909,2.04591,1.84807,1.83449,0.000840607,0.000840607,0.000840607
+21,468.231,0.95403,1.16106,1.13812,1.22273,0.69973,0.6654,0.64813,0.41128,0.68708,0.62421,0.62389,0.4116,1.19734,1.64669,1.44803,1.56506,0.000837007,0.000837007,0.000837007
+22,490.636,0.91307,1.1309,1.0541,1.19145,0.46754,0.65888,0.64502,0.46642,0.49503,0.69448,0.68504,0.45963,1.24989,1.40942,1.09512,1.5791,0.000833408,0.000833408,0.000833408
+23,512.977,0.89456,1.10165,1.04412,1.18364,0.75612,0.55606,0.62443,0.40671,0.76743,0.55098,0.60853,0.34856,1.33998,1.71881,1.86229,1.68746,0.000829808,0.000829808,0.000829808
+24,534.868,0.92567,1.13336,1.04992,1.1937,0.77994,0.75663,0.80469,0.60397,0.76036,0.75057,0.78944,0.56322,1.19339,1.649,1.30236,1.5869,0.000826208,0.000826208,0.000826208
+25,557.308,0.85466,1.09867,1.07977,1.13933,0.75987,0.5481,0.60901,0.42417,0.75948,0.56587,0.61365,0.43072,1.32255,1.50299,1.58282,1.81801,0.000822609,0.000822609,0.000822609
+26,579.167,0.85372,1.0459,0.98709,1.15832,0.81742,0.47978,0.57342,0.38472,0.80502,0.47251,0.58494,0.38915,1.20763,1.36414,1.31921,1.5527,0.000819009,0.000819009,0.000819009
+27,601.008,0.89539,1.06696,1.03764,1.16823,0.66727,0.57923,0.55979,0.35158,0.67914,0.5999,0.58889,0.36519,1.16474,1.67798,1.38137,1.51327,0.000815409,0.000815409,0.000815409
+28,622.948,0.92648,1.13552,1.24577,1.19251,0.70846,0.6305,0.65101,0.44981,0.70846,0.6305,0.65867,0.44343,1.09932,1.41141,1.20295,1.46433,0.00081181,0.00081181,0.00081181
+29,644.812,0.85012,1.04911,0.97201,1.15378,0.79956,0.56759,0.66671,0.48431,0.81652,0.59001,0.70198,0.50074,1.21318,1.18835,1.15869,1.60128,0.00080821,0.00080821,0.00080821
+30,666.724,0.88729,1.06641,1.05787,1.18559,0.64097,0.38273,0.40238,0.27924,0.34343,0.45623,0.33684,0.18982,1.44603,2.3817,2.00535,1.79007,0.00080461,0.00080461,0.00080461
+31,688.568,0.82062,1.03042,0.96642,1.11421,0.72217,0.36759,0.39638,0.28258,0.64839,0.36883,0.37332,0.2191,1.38423,2.3219,2.08369,1.89015,0.000801011,0.000801011,0.000801011
+32,710.506,0.79796,1.08965,0.97982,1.10278,0.70442,0.56139,0.61399,0.43346,0.73732,0.51368,0.62985,0.41872,1.28873,1.4252,1.26927,1.66319,0.000797411,0.000797411,0.000797411
+33,732.325,0.78376,1.02154,0.93511,1.11325,0.79412,0.57035,0.63821,0.44899,0.78484,0.55626,0.65189,0.4424,1.20462,1.31582,1.31077,1.7804,0.000793812,0.000793812,0.000793812
+34,754.1,0.82105,1.08785,0.99379,1.13599,0.80906,0.464,0.57726,0.41168,0.80878,0.47561,0.58246,0.3984,1.19558,1.3475,1.58059,1.66688,0.000790212,0.000790212,0.000790212
+35,775.884,0.80153,1.02919,0.92458,1.11924,0.70121,0.50166,0.49793,0.33939,0.71691,0.51294,0.53749,0.34306,1.17744,1.31074,1.40605,1.54238,0.000786612,0.000786612,0.000786612
+36,797.764,0.8052,1.01684,0.93885,1.12476,0.70073,0.47047,0.44257,0.29727,0.6741,0.44815,0.40572,0.2369,1.31388,3.14697,2.41359,1.6768,0.000783013,0.000783013,0.000783013
+37,819.6,0.80543,1.03727,0.91133,1.12279,0.74156,0.76375,0.73601,0.5625,0.72956,0.76057,0.72842,0.52219,1.09519,1.60186,0.91358,1.48509,0.000779413,0.000779413,0.000779413
+38,841.396,0.78681,1.00489,0.83618,1.09781,0.60815,0.7112,0.75042,0.5404,0.61118,0.70687,0.75432,0.5118,1.17828,1.37802,1.28572,1.61047,0.000775813,0.000775813,0.000775813
+39,863.236,0.75248,0.99121,0.83557,1.10172,0.66989,0.60746,0.60638,0.43848,0.70227,0.63148,0.63177,0.41561,1.2672,1.25971,1.19575,1.76073,0.000772214,0.000772214,0.000772214
+40,885.142,0.76263,0.98888,0.84849,1.0741,0.54527,0.57048,0.5272,0.34281,0.54111,0.55795,0.5035,0.2511,1.21107,2.23,1.43983,1.56863,0.000768614,0.000768614,0.000768614
+41,907.008,0.74384,0.98554,0.78731,1.08391,0.82015,0.62627,0.65571,0.4769,0.80701,0.61887,0.65423,0.45165,1.11547,1.37334,0.99934,1.51681,0.000765014,0.000765014,0.000765014
+42,928.82,0.7498,0.92771,0.81942,1.07476,0.7128,0.49894,0.56057,0.38221,0.66009,0.4679,0.52515,0.35399,1.19515,1.6736,1.31553,1.58677,0.000761415,0.000761415,0.000761415
+43,950.57,0.74459,1.02085,0.78778,1.09332,0.5886,0.46145,0.4851,0.33405,0.57217,0.45775,0.47653,0.31551,1.17694,1.74267,1.34064,1.55434,0.000757815,0.000757815,0.000757815
+44,972.533,0.72754,0.95753,0.7624,1.07995,0.37707,0.54904,0.43524,0.30346,0.35392,0.50568,0.39869,0.25989,1.30765,2.06159,2.11044,1.78258,0.000754215,0.000754215,0.000754215
+45,994.338,0.70289,0.87204,0.74325,1.06359,0.61938,0.7273,0.70231,0.53745,0.62791,0.73858,0.7159,0.50551,1.045,1.47655,1.19087,1.46366,0.000750616,0.000750616,0.000750616
+46,1016.14,0.75244,0.97581,0.78247,1.08527,0.5902,0.68416,0.65814,0.48624,0.60561,0.70301,0.68736,0.46946,1.21657,1.23825,1.20397,1.60101,0.000747016,0.000747016,0.000747016
+47,1037.88,0.7071,0.94301,0.78564,1.06011,0.67831,0.59937,0.66053,0.47731,0.68714,0.60638,0.67905,0.45959,1.27344,1.34395,1.19426,1.67733,0.000743417,0.000743417,0.000743417
+48,1059.78,0.7631,0.95014,0.78345,1.08702,0.80974,0.66161,0.70778,0.51885,0.81782,0.67452,0.73256,0.51039,1.06818,1.33713,0.8528,1.45566,0.000739817,0.000739817,0.000739817
+49,1081.54,0.72993,0.9447,0.76143,1.07364,0.84843,0.58736,0.67114,0.46631,0.86048,0.5985,0.67815,0.47512,1.12302,1.30694,1.01067,1.42205,0.000736217,0.000736217,0.000736217
+50,1106.52,0.72878,0.90336,0.70283,1.05626,0.56663,0.40552,0.38468,0.25471,0.3971,0.41583,0.3267,0.23071,1.35346,2.15695,3.28547,1.69942,0.000732618,0.000732618,0.000732618
+51,1128.41,0.67646,0.89775,0.67625,1.04671,0.85036,0.59202,0.67152,0.4684,0.85532,0.60223,0.66841,0.50158,1.28487,1.30255,1.08103,1.71005,0.000729018,0.000729018,0.000729018
+52,1150.32,0.69681,0.94542,0.69917,1.07076,0.64766,0.59284,0.71085,0.51998,0.66379,0.6003,0.72298,0.50663,1.07324,1.20726,1.11145,1.47981,0.000725418,0.000725418,0.000725418
+53,1175.2,0.68751,0.90768,0.70444,1.0405,0.57348,0.74598,0.66501,0.48196,0.59234,0.75885,0.67518,0.49983,1.28645,1.21519,1.36644,1.69447,0.000721819,0.000721819,0.000721819
+54,1197.02,0.7025,0.92724,0.72556,1.05427,0.84645,0.4493,0.54813,0.41623,0.82985,0.46816,0.56372,0.3937,1.06379,1.33018,1.37379,1.51962,0.000718219,0.000718219,0.000718219
+55,1218.92,0.67699,0.908,0.71788,1.03881,0.82302,0.69842,0.7577,0.59233,0.84144,0.71711,0.77515,0.57695,0.95655,1.3886,0.8053,1.4316,0.000714619,0.000714619,0.000714619
+56,1240.81,0.72297,0.96941,0.75929,1.08753,0.82676,0.60016,0.68492,0.51864,0.8329,0.60853,0.69838,0.49722,1.04178,1.46989,1.44261,1.52136,0.00071102,0.00071102,0.00071102
+57,1262.6,0.68038,0.92932,0.70961,1.03423,0.58495,0.76021,0.6921,0.52881,0.59534,0.76716,0.70556,0.49423,1.12851,1.18773,1.079,1.57105,0.00070742,0.00070742,0.00070742
+58,1284.39,0.68831,0.92315,0.72558,1.02997,0.58976,0.65029,0.6918,0.52867,0.60464,0.66898,0.72031,0.51349,1.05295,1.21365,1.09654,1.54583,0.000703821,0.000703821,0.000703821
+59,1306.21,0.66833,0.91907,0.73501,1.04388,0.66151,0.72004,0.70747,0.53165,0.67528,0.73916,0.72758,0.51463,1.06485,1.31095,1.00827,1.52913,0.000700221,0.000700221,0.000700221
+60,1328.13,0.66922,0.8808,0.69047,1.02957,0.66521,0.80005,0.799,0.56452,0.90596,0.66689,0.7215,0.52977,1.02029,1.22801,0.86261,1.43096,0.000696621,0.000696621,0.000696621
+61,1349.94,0.6812,0.90714,0.66675,1.03896,0.75407,0.7581,0.76603,0.59909,0.76712,0.77376,0.78728,0.58693,1.03569,1.3254,0.84402,1.5324,0.000693022,0.000693022,0.000693022
+62,1372.29,0.64246,0.83993,0.64649,1.03002,0.51294,0.61444,0.62223,0.41937,0.51329,0.60998,0.6264,0.38398,1.27418,1.70568,1.13242,1.72719,0.000689422,0.000689422,0.000689422
+63,1394.08,0.67769,0.89777,0.70035,1.0608,0.67775,0.75747,0.75972,0.5952,0.67989,0.75744,0.74581,0.55636,1.19424,1.42395,0.82492,1.67084,0.000685822,0.000685822,0.000685822
+64,1415.95,0.65455,0.86592,0.67974,1.03295,0.71643,0.69679,0.75648,0.56329,0.64108,0.85859,0.78247,0.57232,1.04762,1.258,0.78119,1.48952,0.000682223,0.000682223,0.000682223
+65,1437.77,0.66128,0.88582,0.74156,1.04145,0.52879,0.71354,0.72428,0.56525,0.51631,0.69873,0.73951,0.53855,1.10634,1.36047,0.97311,1.45603,0.000678623,0.000678623,0.000678623
+66,1459.61,0.66064,0.9182,0.63314,1.03562,0.70592,0.59218,0.63084,0.4929,0.76977,0.63063,0.67419,0.41986,1.15885,1.83238,1.28817,1.55621,0.000675023,0.000675023,0.000675023
+67,1484.9,0.66864,0.85342,0.6912,1.03761,0.5904,0.71521,0.68905,0.52977,0.5904,0.71521,0.69672,0.49895,1.00584,1.55962,0.95334,1.53111,0.000671424,0.000671424,0.000671424
+68,1506.89,0.65493,0.92431,0.66024,1.03979,0.87872,0.65216,0.74199,0.57405,0.86742,0.64808,0.72998,0.5356,1.06228,1.37938,0.97439,1.53465,0.000667824,0.000667824,0.000667824
+69,1528.69,0.66054,0.89797,0.65294,1.02784,0.77449,0.68424,0.79122,0.60775,0.7837,0.69151,0.81714,0.61018,1.10864,1.26355,0.91784,1.52269,0.000664224,0.000664224,0.000664224
+70,1551,0.62923,0.86062,0.6235,1.01311,0.70346,0.71306,0.70981,0.54784,0.68861,0.70645,0.69578,0.52175,1.19763,1.41203,1.43686,1.54422,0.000660625,0.000660625,0.000660625
+71,1572.75,0.63445,0.82781,0.61853,1.02808,0.61633,0.80006,0.72206,0.54731,0.62602,0.81047,0.73431,0.53192,0.99697,1.38233,0.78734,1.46007,0.000657025,0.000657025,0.000657025
+72,1594.67,0.63044,0.8374,0.59739,0.99366,0.72514,0.75406,0.82002,0.64935,0.72803,0.75777,0.82907,0.61562,1.06638,1.30497,0.84511,1.55548,0.000653426,0.000653426,0.000653426
+73,1617.08,0.63079,0.85771,0.5862,1.01009,0.81858,0.79285,0.85727,0.67744,0.8259,0.80026,0.86458,0.65607,1.13685,1.14136,0.75298,1.55884,0.000649826,0.000649826,0.000649826
+74,1639.48,0.6069,0.81216,0.58384,1.00008,0.59362,0.87885,0.80622,0.54225,0.62503,0.76315,0.74946,0.53052,1.05305,1.3716,0.8752,1.49376,0.000646226,0.000646226,0.000646226
+75,1661.9,0.63265,0.84398,0.6092,1.00565,0.7362,0.78131,0.83204,0.6168,0.71799,0.76314,0.81266,0.6191,1.0127,1.1925,0.77944,1.53748,0.000642627,0.000642627,0.000642627
+76,1688.32,0.62872,0.8764,0.5999,1.00708,0.69322,0.58215,0.65258,0.52084,0.69687,0.59478,0.66901,0.48793,1.04692,1.32741,0.90061,1.5631,0.000639027,0.000639027,0.000639027
+77,1710.21,0.5906,0.80592,0.57511,1.00231,0.86918,0.67094,0.69709,0.53699,0.85104,0.65273,0.6932,0.51949,1.02473,1.33494,0.86592,1.53995,0.000635427,0.000635427,0.000635427
+78,1732.05,0.59835,0.79862,0.58269,1.00257,0.87046,0.67265,0.7409,0.56192,0.86949,0.68951,0.75605,0.56056,1.14265,1.28371,0.99142,1.72343,0.000631828,0.000631828,0.000631828
+79,1753.85,0.61519,0.85379,0.60865,0.99925,0.84007,0.6404,0.78344,0.60297,0.62273,0.78855,0.77486,0.58686,1.15496,1.3871,0.78808,1.73938,0.000628228,0.000628228,0.000628228
+80,1775.96,0.59613,0.83863,0.55618,0.979,0.67035,0.63083,0.70363,0.53403,0.6775,0.64071,0.71944,0.48781,1.08193,1.38126,0.8282,1.54231,0.000624628,0.000624628,0.000624628
+81,1797.79,0.59388,0.78669,0.5332,0.99088,0.73196,0.73015,0.75981,0.59743,0.66513,0.82503,0.75626,0.54955,1.03155,1.34677,0.76228,1.53627,0.000621029,0.000621029,0.000621029
+82,1819.59,0.61729,0.8136,0.56769,1.00742,0.64325,0.81791,0.82007,0.64094,0.66448,0.8448,0.84096,0.63542,1.16876,1.21479,0.69548,1.6708,0.000617429,0.000617429,0.000617429
+83,1841.46,0.60662,0.80217,0.5237,0.97782,0.82984,0.72202,0.84503,0.64323,0.84144,0.73846,0.86406,0.62721,1.14686,1.22668,0.73343,1.63692,0.00061383,0.00061383,0.00061383
+84,1863.37,0.57836,0.81171,0.54595,0.98706,0.83621,0.68342,0.71287,0.53078,0.86028,0.71406,0.74251,0.51636,1.12034,1.25104,0.80363,1.61953,0.00061023,0.00061023,0.00061023
+85,1885.25,0.57504,0.79385,0.52981,0.97092,0.79159,0.6341,0.67398,0.51773,0.81496,0.65708,0.70797,0.50351,1.11715,1.32983,0.92173,1.64833,0.00060663,0.00060663,0.00060663
+86,1911.9,0.62221,0.85971,0.6249,1.01058,0.80911,0.53868,0.63926,0.50731,0.77244,0.58988,0.65166,0.48061,1.17093,1.53333,1.08549,1.73669,0.000603031,0.000603031,0.000603031
+87,1933.83,0.58978,0.80103,0.56214,0.99603,0.54323,0.71332,0.63332,0.46125,0.89365,0.48331,0.63211,0.40361,1.13501,1.57138,1.2154,1.68976,0.000599431,0.000599431,0.000599431
+88,1955.7,0.60083,0.78987,0.58118,1.02208,0.88998,0.69388,0.74297,0.59255,0.89982,0.70099,0.75942,0.58525,1.03192,1.26184,0.92836,1.53062,0.000595831,0.000595831,0.000595831
+89,1977.49,0.59409,0.7887,0.57198,0.99589,0.68537,0.84576,0.8235,0.60716,0.70223,0.86444,0.84489,0.57439,0.98941,1.34969,0.81708,1.47771,0.000592232,0.000592232,0.000592232
+90,1999.28,0.57423,0.79118,0.54975,0.97516,0.84492,0.70272,0.78126,0.59598,0.85331,0.70973,0.79182,0.56338,1.02464,1.38374,0.83472,1.50745,0.000588632,0.000588632,0.000588632
+91,2021.04,0.54887,0.74908,0.5122,0.9727,0.69758,0.77638,0.75759,0.55036,0.67821,0.76156,0.7468,0.536,1.0879,1.27343,0.83808,1.48586,0.000585032,0.000585032,0.000585032
+92,2043,0.56691,0.77315,0.49935,0.98578,0.79537,0.74252,0.78116,0.58725,0.77515,0.81342,0.81815,0.59513,1.17918,1.35297,0.82205,1.63056,0.000581433,0.000581433,0.000581433
+93,2064.86,0.57445,0.76398,0.51822,0.98754,0.84847,0.83505,0.87822,0.60552,0.8637,0.84731,0.90063,0.65273,1.1226,1.21983,0.76909,1.56976,0.000577833,0.000577833,0.000577833
+94,2086.68,0.60497,0.77868,0.52661,1.00904,0.73941,0.81926,0.86094,0.67765,0.76032,0.84182,0.88729,0.67755,1.01165,1.15476,0.8479,1.5105,0.000574233,0.000574233,0.000574233
+95,2109,0.58762,0.78086,0.52729,1.00534,0.69884,0.8085,0.75521,0.57751,0.69533,0.80409,0.7444,0.57549,0.98802,1.30135,0.75844,1.47976,0.000570634,0.000570634,0.000570634
+96,2130.92,0.55277,0.76844,0.5143,0.96983,0.66447,0.79364,0.77489,0.60353,0.69064,0.82329,0.80913,0.56152,0.99986,1.37811,0.74282,1.48863,0.000567034,0.000567034,0.000567034
+97,2152.74,0.57278,0.78678,0.54794,0.97013,0.81142,0.83472,0.8822,0.70498,0.81757,0.84129,0.90085,0.68996,0.94394,1.46826,0.76157,1.38468,0.000563435,0.000563435,0.000563435
+98,2175.17,0.58274,0.78987,0.54484,0.98242,0.87248,0.70008,0.87406,0.70017,0.87656,0.70378,0.89096,0.67374,0.96747,1.26634,0.867,1.46635,0.000559835,0.000559835,0.000559835
+99,2196.96,0.56878,0.76849,0.53922,0.99211,0.86369,0.69222,0.809,0.64052,0.86369,0.69222,0.809,0.62912,1.01272,1.20451,0.7328,1.51496,0.000556235,0.000556235,0.000556235
+100,2218.97,0.59249,0.82592,0.5495,0.99603,0.70334,0.6622,0.69334,0.46899,0.67117,0.63275,0.66103,0.46455,1.05735,1.19539,1.01772,1.45017,0.000552636,0.000552636,0.000552636
+101,2240.8,0.57387,0.76479,0.52125,0.99045,0.73771,0.76213,0.73732,0.55332,0.74195,0.76581,0.73948,0.54781,1.06742,1.30067,0.97524,1.47577,0.000549036,0.000549036,0.000549036
+102,2263.95,0.54216,0.77469,0.52017,0.96955,0.84545,0.6726,0.77722,0.58518,0.82836,0.65779,0.76263,0.56755,1.13394,1.34012,1.04499,1.51233,0.000545436,0.000545436,0.000545436
+103,2285.74,0.54339,0.75952,0.48545,0.95323,0.73796,0.74647,0.81549,0.63438,0.72223,0.73166,0.81292,0.62166,0.98161,1.38748,0.72223,1.4572,0.000541837,0.000541837,0.000541837
+104,2307.65,0.53958,0.80935,0.49323,0.97688,0.85578,0.65062,0.7968,0.6274,0.86429,0.66232,0.81308,0.62956,1.23221,1.29311,0.88974,1.6673,0.000538237,0.000538237,0.000538237
+105,2329.52,0.53743,0.72862,0.47268,0.9617,0.76524,0.72681,0.764,0.59477,0.78045,0.74179,0.78235,0.59126,0.99057,1.19359,1.02736,1.48889,0.000534637,0.000534637,0.000534637
+106,2351.33,0.54759,0.76563,0.50338,0.97672,0.66112,0.75199,0.77284,0.5938,0.67136,0.7631,0.79784,0.59265,1.12231,1.3297,0.87448,1.64366,0.000531038,0.000531038,0.000531038
+107,2373.12,0.56875,0.76343,0.51485,1.00789,0.61167,0.74015,0.68488,0.48407,0.59747,0.71774,0.65555,0.43297,1.37813,1.50247,0.99743,1.94531,0.000527438,0.000527438,0.000527438
+108,2395.05,0.55155,0.76921,0.52322,0.97941,0.78384,0.72903,0.80303,0.62274,0.80875,0.7515,0.82774,0.62182,1.11842,1.19907,0.65488,1.6561,0.000523839,0.000523839,0.000523839
+109,2416.86,0.55919,0.752,0.50371,0.98481,0.67736,0.69989,0.67963,0.50713,0.6642,0.68905,0.68031,0.48867,1.05602,1.39319,1.14206,1.54767,0.000520239,0.000520239,0.000520239
+110,2438.73,0.52982,0.74742,0.48738,0.96688,0.69017,0.84292,0.82277,0.56607,0.68843,0.84282,0.81123,0.56907,1.05373,1.38431,0.76051,1.49022,0.000516639,0.000516639,0.000516639
+111,2460.58,0.5254,0.76495,0.49042,0.96028,0.67885,0.85154,0.84713,0.6373,0.67085,0.82932,0.84134,0.63367,1.01037,1.22415,0.71309,1.50103,0.00051304,0.00051304,0.00051304
+112,2482.49,0.51617,0.70923,0.5047,0.96255,0.79157,0.65243,0.7605,0.58399,0.80559,0.67206,0.78093,0.57168,1.04257,1.21821,0.74016,1.51255,0.00050944,0.00050944,0.00050944
+113,2504.35,0.53186,0.75366,0.49597,0.97616,0.76653,0.7185,0.77206,0.62365,0.7742,0.72531,0.77768,0.58704,0.96227,1.32552,0.68534,1.47709,0.00050584,0.00050584,0.00050584
+114,2526.19,0.51593,0.74293,0.47262,0.95052,0.78555,0.76284,0.82469,0.65136,0.77464,0.74863,0.81329,0.61056,0.94919,1.20391,0.68781,1.44696,0.000502241,0.000502241,0.000502241
+115,2548.01,0.50937,0.7007,0.48437,0.95173,0.75027,0.89335,0.89738,0.72198,0.75234,0.90648,0.91707,0.70521,0.97532,1.22572,0.76134,1.4588,0.000498641,0.000498641,0.000498641
+116,2570.53,0.51666,0.74396,0.46889,0.94929,0.61594,0.67444,0.68875,0.52341,0.7416,0.54238,0.69213,0.47568,1.02302,1.48031,0.99305,1.60872,0.000495041,0.000495041,0.000495041
+117,2592.41,0.50608,0.7435,0.49547,0.95791,0.81862,0.84366,0.88464,0.7204,0.83074,0.8546,0.90436,0.6843,0.93027,1.29909,0.65527,1.49104,0.000491442,0.000491442,0.000491442
+118,2614.31,0.52342,0.76457,0.51885,0.96939,0.69441,0.72882,0.71943,0.54804,0.69788,0.73252,0.73239,0.52712,0.9976,1.1826,0.84329,1.58812,0.000487842,0.000487842,0.000487842
+119,2636.09,0.50642,0.71524,0.5389,0.95585,0.84905,0.52581,0.64311,0.46493,0.87166,0.54299,0.65559,0.41282,1.22915,1.72369,1.59047,1.65221,0.000484242,0.000484242,0.000484242
+120,2658.03,0.52014,0.71911,0.47434,0.96537,0.8479,0.6796,0.81118,0.66647,0.85645,0.68691,0.83572,0.61445,0.90809,1.29006,0.74606,1.40291,0.000480643,0.000480643,0.000480643
+121,2679.91,0.49582,0.7007,0.48369,0.92709,0.82856,0.73032,0.77908,0.63694,0.84818,0.75546,0.81526,0.61405,0.8985,1.27504,0.79957,1.37687,0.000477043,0.000477043,0.000477043
+122,2701.74,0.51001,0.71437,0.48798,0.95824,0.82057,0.62921,0.6794,0.50899,0.84858,0.57597,0.66228,0.48656,0.97466,1.29505,0.87577,1.44541,0.000473444,0.000473444,0.000473444
+123,2723.56,0.47416,0.68839,0.42377,0.93762,0.6767,0.74333,0.7516,0.61626,0.68359,0.75074,0.77131,0.59293,0.91957,1.38168,0.73874,1.44384,0.000469844,0.000469844,0.000469844
+124,2745.45,0.48798,0.6795,0.44217,0.93078,0.86773,0.72769,0.79684,0.64747,0.87792,0.73526,0.81688,0.6367,1.01736,1.23299,0.92736,1.49829,0.000466244,0.000466244,0.000466244
+125,2767.31,0.51126,0.7179,0.44284,0.94425,0.71002,0.78215,0.82741,0.65233,0.72083,0.79343,0.84621,0.65475,1.06437,1.26966,0.83303,1.64075,0.000462645,0.000462645,0.000462645
+126,2789.09,0.50163,0.74544,0.45818,0.95528,0.88011,0.70859,0.83825,0.66949,0.88865,0.71617,0.85477,0.65934,1.17577,1.1903,0.70738,1.83319,0.000459045,0.000459045,0.000459045
+127,2810.88,0.50719,0.72429,0.44868,0.94052,0.87021,0.70777,0.82925,0.64399,0.88155,0.72332,0.85458,0.61994,1.16306,1.27173,0.82202,1.82155,0.000455445,0.000455445,0.000455445
+128,2834.02,0.50138,0.73991,0.46789,0.94536,0.71089,0.89125,0.83568,0.63299,0.73408,0.92153,0.86094,0.60343,1.06481,1.31082,0.97413,1.47828,0.000451846,0.000451846,0.000451846
+129,2859.15,0.51006,0.71823,0.49202,0.93875,0.76361,0.73704,0.78466,0.55709,0.77664,0.74832,0.80366,0.57362,1.0698,1.3183,0.98997,1.56342,0.000448246,0.000448246,0.000448246
+130,2880.97,0.52077,0.68138,0.4742,0.96803,0.72047,0.851,0.83863,0.64463,0.712,0.87059,0.8475,0.63287,0.99924,1.3632,0.92285,1.55901,0.000444646,0.000444646,0.000444646
+131,2902.78,0.49734,0.73907,0.46713,0.95835,0.852,0.45512,0.54285,0.37182,0.84376,0.44442,0.5371,0.32756,1.44327,1.74939,1.708,1.87156,0.000441047,0.000441047,0.000441047
+132,2924.55,0.47412,0.70001,0.44031,0.92388,0.86964,0.73051,0.84762,0.68164,0.8733,0.73422,0.85646,0.65685,1.08637,1.37898,0.75723,1.7489,0.000437447,0.000437447,0.000437447
+133,2946.35,0.4628,0.63668,0.41936,0.93999,0.78105,0.75669,0.79206,0.64587,0.78796,0.76443,0.80155,0.61716,1.06581,1.25385,0.71383,1.68029,0.000433848,0.000433848,0.000433848
+134,2972.96,0.48056,0.71045,0.43573,0.95203,0.66709,0.73229,0.7518,0.57829,0.66475,0.7302,0.72235,0.55975,1.08244,1.26472,0.94233,1.75131,0.000430248,0.000430248,0.000430248
+135,2997.78,0.48834,0.68944,0.46641,0.9548,0.74796,0.8078,0.8146,0.6251,0.74705,0.83013,0.81675,0.61546,0.98294,1.29265,1.10884,1.54258,0.000426648,0.000426648,0.000426648
+136,3019.82,0.47653,0.69009,0.45856,0.94031,0.81788,0.85273,0.86693,0.70471,0.80977,0.84532,0.85572,0.67845,0.9837,1.21404,0.74535,1.5091,0.000423049,0.000423049,0.000423049
+137,3041.67,0.46544,0.68288,0.43246,0.9269,0.86323,0.6612,0.78498,0.63745,0.88207,0.67618,0.80639,0.62385,1.08844,1.26435,0.92989,1.65873,0.000419449,0.000419449,0.000419449
+138,3063.46,0.46281,0.6573,0.4389,0.92612,0.68241,0.73575,0.78516,0.64614,0.69609,0.74939,0.8079,0.61996,1.17666,1.26443,1.01249,1.71058,0.000415849,0.000415849,0.000415849
+139,3085.25,0.45981,0.65621,0.40374,0.91867,0.85809,0.64876,0.86857,0.71301,0.87625,0.66368,0.88847,0.69072,1.11812,1.33891,0.7325,1.73653,0.00041225,0.00041225,0.00041225
+140,3107.2,0.47647,0.69804,0.44566,0.93722,0.65975,0.81675,0.76422,0.61849,0.67439,0.83174,0.78001,0.59525,1.05013,1.38885,0.89051,1.53434,0.00040865,0.00040865,0.00040865
+141,3129.1,0.46479,0.70607,0.43182,0.9316,0.69737,0.86752,0.84224,0.69703,0.7085,0.87878,0.85832,0.67145,0.93194,1.21355,0.73497,1.54994,0.00040505,0.00040505,0.00040505
+142,3150.97,0.47434,0.69703,0.45699,0.93275,0.83561,0.80561,0.8716,0.71558,0.84502,0.81253,0.88018,0.69022,0.91682,1.18299,0.74426,1.44526,0.000401451,0.000401451,0.000401451
+143,3172.73,0.47256,0.6822,0.46755,0.93955,0.81427,0.8348,0.85804,0.70436,0.83092,0.84956,0.87612,0.68034,0.92725,1.18968,0.81304,1.45786,0.000397851,0.000397851,0.000397851
+144,3194.66,0.47409,0.65574,0.43708,0.93579,0.81851,0.80602,0.86054,0.68097,0.82617,0.81343,0.86381,0.65538,1.01435,1.19923,0.92089,1.53761,0.000394251,0.000394251,0.000394251
+145,3217,0.44255,0.66511,0.3997,0.90924,0.79138,0.83514,0.87335,0.6901,0.7984,0.84109,0.88389,0.66889,1.07298,1.37164,0.9777,1.66368,0.000390652,0.000390652,0.000390652
+146,3238.89,0.48663,0.69956,0.45227,0.93741,0.86217,0.76202,0.87727,0.66735,0.87071,0.76932,0.888,0.64328,1.05734,1.52214,0.81123,1.66579,0.000387052,0.000387052,0.000387052
+147,3260.76,0.47773,0.69397,0.43749,0.93931,0.82283,0.76339,0.82318,0.64002,0.83036,0.7708,0.83819,0.63229,1.11701,1.45903,0.72909,1.66619,0.000383453,0.000383453,0.000383453
+148,3282.71,0.44326,0.64289,0.40066,0.91966,0.66294,0.75792,0.74719,0.55078,0.66926,0.76533,0.77893,0.54055,1.12328,1.43053,0.76138,1.65272,0.000379853,0.000379853,0.000379853
+149,3304.46,0.44981,0.65038,0.41492,0.93053,0.86334,0.80202,0.85233,0.65301,0.90394,0.78437,0.87107,0.64079,1.04518,1.3422,0.68348,1.74211,0.000376253,0.000376253,0.000376253
+150,3327.06,0.44455,0.6396,0.37649,0.92224,0.82592,0.7681,0.87041,0.70733,0.83836,0.77914,0.89099,0.68545,1.04311,1.32813,0.61723,1.70314,0.000372654,0.000372654,0.000372654
+151,3348.92,0.44329,0.66326,0.41414,0.91935,0.76623,0.86748,0.87514,0.68487,0.77651,0.87795,0.8896,0.6611,1.00933,1.34109,0.6294,1.70195,0.000369054,0.000369054,0.000369054
+152,3370.81,0.43633,0.67839,0.3947,0.92096,0.86737,0.81949,0.88802,0.71408,0.8754,0.8269,0.90765,0.69059,0.97704,1.43354,0.61489,1.67583,0.000365454,0.000365454,0.000365454
+153,3392.74,0.43358,0.65611,0.39655,0.92585,0.755,0.82774,0.82011,0.64307,0.79983,0.87507,0.87616,0.63856,1.02099,1.36984,0.64907,1.60346,0.000361855,0.000361855,0.000361855
+154,3414.6,0.43134,0.67728,0.39262,0.91923,0.72735,0.7618,0.79073,0.62332,0.7347,0.76851,0.78761,0.61569,1.06042,1.4191,0.84948,1.57766,0.000358255,0.000358255,0.000358255
+155,3436.41,0.45637,0.64389,0.40273,0.92692,0.66334,0.79976,0.82038,0.56265,0.65391,0.78494,0.80315,0.56652,1.11445,1.53495,0.74116,1.68403,0.000354655,0.000354655,0.000354655
+156,3458.29,0.4515,0.66943,0.41102,0.93623,0.69958,0.8272,0.77038,0.58765,0.70342,0.83123,0.77612,0.5727,1.09708,1.43263,0.8679,1.7162,0.000351056,0.000351056,0.000351056
+157,3480.12,0.46816,0.65911,0.44472,0.93312,0.79346,0.84755,0.85909,0.67324,0.80801,0.86239,0.88422,0.65091,1.09637,1.24715,0.67426,1.64621,0.000347456,0.000347456,0.000347456
+158,3501.96,0.43675,0.63259,0.41377,0.91645,0.81008,0.80674,0.85018,0.69039,0.85338,0.80186,0.86567,0.67808,0.99131,1.25293,0.7064,1.58292,0.000343857,0.000343857,0.000343857
+159,3523.75,0.41066,0.62884,0.37773,0.9094,0.81844,0.77329,0.86279,0.69316,0.82917,0.79327,0.87439,0.66726,1.00776,1.35359,0.72527,1.68843,0.000340257,0.000340257,0.000340257
+160,3545.62,0.41475,0.60421,0.39106,0.9087,0.73281,0.80341,0.83764,0.67122,0.78699,0.78671,0.85385,0.66013,1.00397,1.29828,0.88055,1.67902,0.000336657,0.000336657,0.000336657
+161,3567.46,0.42148,0.65009,0.3848,0.92138,0.72552,0.87119,0.86167,0.69459,0.73086,0.86934,0.84576,0.67969,1.01444,1.22382,0.78965,1.62809,0.000333058,0.000333058,0.000333058
+162,3589.3,0.44237,0.61532,0.38708,0.91828,0.78396,0.87486,0.88764,0.71015,0.77947,0.86891,0.87794,0.6937,1.02873,1.12391,0.65409,1.62087,0.000329458,0.000329458,0.000329458
+163,3611.13,0.41896,0.57891,0.39398,0.90745,0.7902,0.79571,0.84462,0.66994,0.80083,0.80698,0.85609,0.64735,1.04466,1.27616,0.7091,1.56979,0.000325858,0.000325858,0.000325858
+164,3633.01,0.40483,0.59843,0.34896,0.90923,0.74722,0.86193,0.84232,0.66126,0.77058,0.88449,0.86852,0.64968,0.99937,1.45702,0.74399,1.63142,0.000322259,0.000322259,0.000322259
+165,3654.88,0.42935,0.61069,0.37629,0.91279,0.70441,0.78154,0.79502,0.61358,0.7036,0.7778,0.79216,0.59128,1.08351,1.56844,0.85924,1.7749,0.000318659,0.000318659,0.000318659
+166,3676.79,0.4309,0.6467,0.40979,0.93063,0.75579,0.8711,0.83253,0.68096,0.77648,0.89243,0.86525,0.65507,1.04996,1.38518,0.784,1.69121,0.000315059,0.000315059,0.000315059
+167,3698.61,0.41076,0.63701,0.39238,0.90502,0.74714,0.67995,0.72646,0.58758,0.73451,0.72202,0.75613,0.56025,1.03616,1.29008,0.84534,1.65711,0.00031146,0.00031146,0.00031146
+168,3720.49,0.40805,0.64158,0.37091,0.90365,0.84628,0.71419,0.77923,0.61657,0.87028,0.73288,0.81571,0.61251,1.01125,1.30407,1.00437,1.57506,0.00030786,0.00030786,0.00030786
+169,3742.33,0.39988,0.62974,0.36337,0.90665,0.72222,0.76052,0.76218,0.57312,0.68327,0.74343,0.70102,0.51914,1.06867,1.42859,0.93731,1.56819,0.00030426,0.00030426,0.00030426
+170,3764.19,0.40304,0.60516,0.37856,0.90794,0.79834,0.57714,0.59989,0.43275,0.71448,0.51547,0.51095,0.34671,1.14044,1.67322,1.37643,1.65713,0.000300661,0.000300661,0.000300661
+171,3786.06,0.40971,0.61141,0.38479,0.90654,0.85605,0.71757,0.7974,0.63463,0.86537,0.7249,0.81964,0.59815,1.03125,1.4691,0.88255,1.62904,0.000297061,0.000297061,0.000297061
+172,3807.96,0.41268,0.61057,0.37044,0.9149,0.80193,0.81004,0.84515,0.68494,0.83174,0.81108,0.87604,0.67325,1.02341,1.54302,0.87981,1.65714,0.000293462,0.000293462,0.000293462
+173,3829.88,0.3989,0.59088,0.36269,0.90839,0.81844,0.82538,0.8575,0.69953,0.84378,0.84386,0.8847,0.69468,1.07468,1.38019,0.87409,1.70149,0.000289862,0.000289862,0.000289862
+174,3851.7,0.40718,0.60404,0.40154,0.9161,0.8073,0.71376,0.80294,0.63054,0.82983,0.73615,0.84594,0.63713,1.11787,1.51611,0.93619,1.74034,0.000286262,0.000286262,0.000286262
+175,3873.54,0.4084,0.62593,0.35578,0.91683,0.82444,0.75538,0.82336,0.66635,0.84431,0.77407,0.86064,0.66991,1.05922,1.47583,0.93274,1.71241,0.000282663,0.000282663,0.000282663
+176,3895.43,0.38969,0.5869,0.37125,0.90376,0.85578,0.84001,0.88156,0.70298,0.86881,0.85119,0.90675,0.69277,1.00664,1.48111,0.7658,1.62969,0.000279063,0.000279063,0.000279063
+177,3917.29,0.39808,0.59325,0.35569,0.89974,0.86561,0.83729,0.89262,0.71921,0.86368,0.83375,0.89489,0.72783,1.07725,1.50029,0.6658,1.71266,0.000275463,0.000275463,0.000275463
+178,3939.55,0.40452,0.63755,0.37522,0.91413,0.86297,0.83244,0.89765,0.7171,0.88682,0.83915,0.9186,0.72754,1.08908,1.36899,0.67444,1.78832,0.000271864,0.000271864,0.000271864
+179,3961.87,0.39228,0.58984,0.36265,0.90729,0.82461,0.82342,0.8864,0.73509,0.88932,0.80714,0.9015,0.71141,0.9836,1.36972,0.6523,1.63957,0.000268264,0.000268264,0.000268264
+180,3983.79,0.39961,0.57144,0.35606,0.91539,0.79076,0.85096,0.87509,0.7172,0.80901,0.86965,0.90381,0.70248,1.02201,1.43254,0.77602,1.68597,0.000264664,0.000264664,0.000264664
+181,4005.64,0.39731,0.58989,0.33685,0.90627,0.8252,0.78724,0.87491,0.71154,0.84116,0.80204,0.89049,0.70166,1.02019,1.37362,0.81688,1.61385,0.000261065,0.000261065,0.000261065
+182,4027.46,0.39569,0.58913,0.33499,0.90675,0.84449,0.8325,0.88823,0.7157,0.83722,0.82526,0.86107,0.70696,1.04342,1.39822,0.80992,1.70268,0.000257465,0.000257465,0.000257465
+183,4049.29,0.37856,0.5647,0.33573,0.89602,0.88101,0.82373,0.89569,0.7258,0.89877,0.83871,0.9145,0.70544,1.06387,1.49594,0.70351,1.69409,0.000253866,0.000253866,0.000253866
+184,4071.2,0.38441,0.58454,0.35095,0.89393,0.84632,0.7363,0.86333,0.69667,0.85909,0.74758,0.86741,0.67118,1.01955,1.40745,0.82551,1.64353,0.000250266,0.000250266,0.000250266
+185,4092.99,0.38381,0.56295,0.34191,0.90159,0.82231,0.83854,0.8793,0.68392,0.83361,0.84932,0.8828,0.68943,1.03853,1.38437,0.83776,1.74965,0.000246666,0.000246666,0.000246666
+186,4114.82,0.37632,0.57153,0.35215,0.89977,0.83143,0.8248,0.86476,0.69839,0.84846,0.83972,0.88429,0.69571,0.98414,1.39185,0.80433,1.66774,0.000243067,0.000243067,0.000243067
+187,4136.6,0.36309,0.52841,0.31206,0.89296,0.87137,0.84202,0.88517,0.71345,0.88349,0.85329,0.90303,0.69567,1.01227,1.46403,0.75731,1.74977,0.000239467,0.000239467,0.000239467
+188,4158.44,0.36667,0.52455,0.32122,0.89585,0.8741,0.85696,0.89537,0.72285,0.88596,0.86837,0.91371,0.70738,1.05839,1.40039,0.68569,1.75507,0.000235867,0.000235867,0.000235867
+189,4180.2,0.36524,0.56662,0.33311,0.898,0.8608,0.84658,0.88213,0.71342,0.87797,0.86139,0.89933,0.69279,1.1433,1.41351,0.69651,1.88427,0.000232268,0.000232268,0.000232268
+190,4201.97,0.36166,0.56177,0.3289,0.8832,0.80252,0.85151,0.86804,0.70574,0.81952,0.86649,0.89242,0.68199,1.20387,1.48377,0.72583,2.04917,0.000228668,0.000228668,0.000228668
+191,4223.8,0.37994,0.5906,0.3352,0.89477,0.7758,0.71279,0.78167,0.6404,0.79152,0.72777,0.80964,0.62079,1.02432,1.4704,0.82543,1.74984,0.000225068,0.000225068,0.000225068
+192,4245.71,0.37174,0.54859,0.32069,0.88841,0.77014,0.72055,0.7569,0.60281,0.78987,0.73924,0.78639,0.58699,1.12202,1.4539,0.8888,1.80145,0.000221469,0.000221469,0.000221469
+193,4267.56,0.36591,0.56232,0.32621,0.89727,0.70688,0.7457,0.76932,0.6327,0.72124,0.76068,0.78702,0.5965,1.00093,1.36284,0.78341,1.67842,0.000217869,0.000217869,0.000217869
+194,4289.38,0.35756,0.53516,0.31664,0.88991,0.79974,0.8307,0.85165,0.70638,0.81103,0.84198,0.86594,0.65515,0.96045,1.39674,0.72623,1.63477,0.000214269,0.000214269,0.000214269
+195,4311.28,0.38173,0.58619,0.34263,0.90543,0.8338,0.75432,0.8203,0.65422,0.85014,0.76913,0.8453,0.63622,1.02652,1.49142,0.73035,1.74922,0.00021067,0.00021067,0.00021067
+196,4333.12,0.37365,0.57675,0.35136,0.89568,0.74521,0.8416,0.83165,0.6851,0.7521,0.84882,0.83783,0.6592,0.98042,1.41612,0.77881,1.61457,0.00020707,0.00020707,0.00020707
+197,4356.36,0.37036,0.5886,0.36061,0.90381,0.87981,0.85915,0.88655,0.72174,0.89166,0.87043,0.90213,0.70276,0.98791,1.37409,0.69132,1.60852,0.000203471,0.000203471,0.000203471
+198,4378.57,0.36439,0.54324,0.34179,0.90494,0.8376,0.8631,0.88426,0.71707,0.85039,0.87425,0.89697,0.69293,1.06958,1.42147,0.65697,1.79861,0.000199871,0.000199871,0.000199871
+199,4400.45,0.36227,0.56435,0.31614,0.89339,0.78614,0.82626,0.86337,0.71019,0.79085,0.7939,0.84005,0.6879,1.01298,1.405,0.69227,1.69841,0.000196271,0.000196271,0.000196271
+200,4422.38,0.36228,0.57845,0.32151,0.89375,0.82991,0.81968,0.83008,0.6784,0.84404,0.8324,0.84856,0.66034,0.9926,1.33428,0.73339,1.67525,0.000192672,0.000192672,0.000192672
+201,4444.23,0.35271,0.54531,0.3653,0.88191,0.79037,0.82611,0.8474,0.69561,0.80153,0.83739,0.86468,0.65244,1.00768,1.35427,0.74945,1.71818,0.000189072,0.000189072,0.000189072
+202,4466.6,0.35084,0.54261,0.30233,0.89212,0.85794,0.78545,0.86445,0.69128,0.89218,0.79038,0.88195,0.65998,1.01217,1.41851,0.7915,1.66133,0.000185472,0.000185472,0.000185472
+203,4488.42,0.33828,0.52461,0.30537,0.88308,0.84328,0.84302,0.88477,0.68773,0.8524,0.85059,0.89743,0.67958,1.0519,1.44967,0.86355,1.72501,0.000181873,0.000181873,0.000181873
+204,4510.41,0.34539,0.54331,0.3097,0.88284,0.85594,0.84359,0.89986,0.71762,0.83438,0.82539,0.87089,0.69929,0.96971,1.39101,0.7137,1.67789,0.000178273,0.000178273,0.000178273
+205,4532.25,0.34029,0.52526,0.32011,0.88102,0.81256,0.86809,0.87613,0.70884,0.81256,0.86809,0.88291,0.69115,0.97856,1.40815,0.7958,1.62231,0.000174673,0.000174673,0.000174673
+206,4554.03,0.33868,0.55515,0.31531,0.89172,0.85994,0.7591,0.86443,0.68889,0.85994,0.7591,0.87373,0.66665,0.98385,1.3614,0.7345,1.61607,0.000171074,0.000171074,0.000171074
+207,4575.91,0.34209,0.5398,0.29517,0.89115,0.83611,0.7736,0.88444,0.69176,0.84093,0.77688,0.89032,0.68423,0.95841,1.38595,0.72854,1.57044,0.000167474,0.000167474,0.000167474
+208,4597.86,0.34005,0.53944,0.29923,0.88121,0.8494,0.77468,0.87708,0.71145,0.86742,0.78937,0.90057,0.7169,0.94995,1.41683,0.74661,1.56166,0.000163875,0.000163875,0.000163875
+209,4619.76,0.32374,0.53292,0.2925,0.88645,0.79092,0.83278,0.85859,0.69694,0.79484,0.83649,0.86045,0.68372,0.92386,1.38829,0.71703,1.51804,0.000160275,0.000160275,0.000160275
+210,4641.56,0.34784,0.55084,0.31417,0.88459,0.75971,0.8698,0.85242,0.70716,0.76731,0.87706,0.86436,0.68015,0.9554,1.47336,0.71468,1.60166,0.000156675,0.000156675,0.000156675
+211,4663.4,0.33437,0.53208,0.29999,0.88768,0.90291,0.78556,0.8819,0.73054,0.90941,0.79174,0.88406,0.69216,0.93825,1.42357,0.69991,1.59142,0.000153076,0.000153076,0.000153076
+212,4685.36,0.32624,0.52748,0.2947,0.86707,0.92288,0.78859,0.89366,0.74314,0.93283,0.79547,0.9007,0.71225,0.9079,1.37928,0.64759,1.54366,0.000149476,0.000149476,0.000149476
+213,4708.58,0.32986,0.53146,0.28896,0.87665,0.90325,0.8255,0.90512,0.74994,0.91174,0.83275,0.91181,0.71526,0.94252,1.37583,0.6192,1.60167,0.000145876,0.000145876,0.000145876
+214,4730.97,0.33222,0.53527,0.28813,0.88757,0.90328,0.83897,0.91458,0.74367,0.91124,0.84637,0.92052,0.7148,0.97608,1.38525,0.61036,1.64634,0.000142277,0.000142277,0.000142277
+215,4755.03,0.31897,0.51355,0.27306,0.86211,0.87666,0.79155,0.87313,0.7145,0.89469,0.80639,0.89557,0.70083,0.97085,1.28901,0.61054,1.64699,0.000138677,0.000138677,0.000138677
+216,4776.94,0.32307,0.5094,0.28465,0.88321,0.82934,0.76996,0.83808,0.69027,0.82368,0.76642,0.83562,0.67674,0.9757,1.28398,0.63844,1.68828,0.000135077,0.000135077,0.000135077
+217,4799.43,0.31404,0.5,0.2983,0.87937,0.8398,0.78006,0.84692,0.70729,0.83802,0.78023,0.8607,0.69008,0.97136,1.34471,0.66956,1.71275,0.000131478,0.000131478,0.000131478
+218,4821.26,0.31346,0.51229,0.29161,0.87841,0.79408,0.78302,0.82767,0.69382,0.81191,0.79791,0.86085,0.6768,0.98621,1.44425,0.69622,1.75659,0.000127878,0.000127878,0.000127878
+219,4843.08,0.29641,0.48013,0.25755,0.85874,0.87625,0.73616,0.86226,0.729,0.89494,0.75115,0.89691,0.7127,1.00855,1.45072,0.70436,1.77197,0.000124278,0.000124278,0.000124278
+220,4864.96,0.32368,0.52849,0.29697,0.86404,0.87216,0.78051,0.86619,0.73121,0.89018,0.79549,0.89919,0.70968,0.98706,1.40553,0.66746,1.73922,0.000120679,0.000120679,0.000120679
+221,4886.73,0.31825,0.50873,0.27761,0.88158,0.85456,0.77399,0.8664,0.72461,0.87283,0.7886,0.90448,0.71298,0.99555,1.43195,0.6577,1.74588,0.000117079,0.000117079,0.000117079
+222,4909.91,0.31117,0.50605,0.28175,0.87129,0.82813,0.78739,0.86893,0.72666,0.84503,0.80211,0.90803,0.70347,0.9835,1.45282,0.64322,1.73491,0.00011348,0.00011348,0.00011348
+223,4931.71,0.33141,0.52696,0.283,0.87666,0.88353,0.8171,0.88219,0.72923,0.90089,0.83208,0.91747,0.72721,0.98196,1.41502,0.6558,1.73682,0.00010988,0.00010988,0.00010988
+224,4953.59,0.31018,0.52042,0.26999,0.87625,0.86658,0.8203,0.87331,0.72799,0.88453,0.83482,0.909,0.71589,0.99284,1.41308,0.69127,1.76275,0.00010628,0.00010628,0.00010628
+225,4975.42,0.30718,0.5117,0.27388,0.87233,0.83032,0.72896,0.82238,0.6875,0.84803,0.74363,0.85727,0.67154,1.03169,1.3913,0.77665,1.78621,0.000102681,0.000102681,0.000102681
+226,4997.29,0.32179,0.51029,0.28947,0.88707,0.83356,0.7868,0.83503,0.68174,0.84673,0.79779,0.86388,0.6676,1.02637,1.3776,0.88266,1.7826,9.9081e-05,9.9081e-05,9.9081e-05
+227,5019.13,0.31063,0.49199,0.27063,0.87734,0.80634,0.85381,0.86816,0.7204,0.80934,0.85925,0.88233,0.69118,0.98407,1.41289,0.76909,1.74456,9.54814e-05,9.54814e-05,9.54814e-05
+228,5041.05,0.30292,0.49574,0.26542,0.87366,0.82346,0.79853,0.87708,0.72806,0.82732,0.80192,0.88709,0.70731,0.97428,1.41453,0.69925,1.72656,9.18817e-05,9.18817e-05,9.18817e-05
+229,5062.87,0.30637,0.5052,0.26437,0.86301,0.85269,0.79364,0.85935,0.72382,0.86452,0.80305,0.88469,0.70151,0.96792,1.38742,0.6878,1.7211,8.82821e-05,8.82821e-05,8.82821e-05
+230,5084.65,0.30806,0.5152,0.28372,0.87723,0.88433,0.79085,0.86142,0.72221,0.90496,0.81016,0.89237,0.71211,0.95851,1.41488,0.67771,1.71532,8.46824e-05,8.46824e-05,8.46824e-05
+231,5108.49,0.2975,0.49603,0.2601,0.86603,0.88603,0.80323,0.87639,0.72395,0.89832,0.81409,0.89634,0.71603,0.95169,1.37901,0.66225,1.70026,8.10828e-05,8.10828e-05,8.10828e-05
+232,5130.39,0.28988,0.4905,0.26909,0.86663,0.88339,0.79871,0.87797,0.72506,0.89618,0.80947,0.90165,0.71244,0.94934,1.36018,0.69289,1.69007,7.74832e-05,7.74832e-05,7.74832e-05
+233,5152.23,0.31435,0.52136,0.30033,0.87623,0.86812,0.7869,0.86857,0.72956,0.88983,0.80559,0.90048,0.71082,0.94021,1.35468,0.67805,1.69004,7.38835e-05,7.38835e-05,7.38835e-05
+234,5174.02,0.29397,0.50466,0.27305,0.86636,0.87591,0.78557,0.86882,0.72778,0.89771,0.80426,0.89434,0.70395,0.94181,1.30829,0.66451,1.68202,7.02839e-05,7.02839e-05,7.02839e-05
+235,5195.8,0.30414,0.52229,0.27714,0.86119,0.84222,0.7836,0.8799,0.73156,0.859,0.79858,0.90611,0.7147,0.94805,1.32116,0.64881,1.6774,6.66842e-05,6.66842e-05,6.66842e-05
+236,5217.64,0.30228,0.49447,0.26781,0.87757,0.75093,0.86485,0.85341,0.70198,0.76285,0.87591,0.87403,0.68111,0.95744,1.35416,0.70393,1.68286,6.30846e-05,6.30846e-05,6.30846e-05
+237,5239.42,0.29342,0.48281,0.25814,0.86618,0.86517,0.79177,0.87465,0.7161,0.87808,0.80305,0.89599,0.6973,0.95383,1.35361,0.68625,1.68924,5.9485e-05,5.9485e-05,5.9485e-05
+238,5261.19,0.29419,0.49335,0.25899,0.87462,0.8717,0.79279,0.85821,0.7021,0.88478,0.80407,0.87995,0.68658,0.96037,1.3447,0.69583,1.69323,5.58853e-05,5.58853e-05,5.58853e-05
+239,5283,0.29467,0.4973,0.24738,0.87514,0.88433,0.78575,0.85941,0.71442,0.89779,0.79703,0.88265,0.70164,0.96389,1.33271,0.70994,1.69056,5.22857e-05,5.22857e-05,5.22857e-05
+240,5304.93,0.29566,0.49683,0.25757,0.86932,0.87622,0.78781,0.87446,0.72989,0.88959,0.79909,0.8936,0.71183,0.98614,1.37836,0.71566,1.70969,4.8686e-05,4.8686e-05,4.8686e-05
+241,5329.16,0.23361,0.4209,0.22639,0.84618,0.86376,0.7913,0.8831,0.73021,0.8769,0.80258,0.90472,0.71261,0.98474,1.40578,0.67069,1.70981,4.50864e-05,4.50864e-05,4.50864e-05
+242,5351.33,0.23897,0.41538,0.21866,0.85354,0.87308,0.79286,0.8806,0.73566,0.88621,0.80414,0.90236,0.70605,0.98577,1.40878,0.67322,1.70468,4.14868e-05,4.14868e-05,4.14868e-05
+243,5373,0.21363,0.41008,0.1845,0.82794,0.87701,0.78948,0.87929,0.72829,0.89017,0.80076,0.90196,0.70349,0.99635,1.40862,0.68322,1.73017,3.78871e-05,3.78871e-05,3.78871e-05
+244,5394.9,0.23574,0.41142,0.19785,0.84806,0.86981,0.78905,0.87711,0.73183,0.88319,0.79992,0.89917,0.71599,0.99562,1.39047,0.70791,1.73398,3.42875e-05,3.42875e-05,3.42875e-05
+245,5416.6,0.21977,0.40895,0.2008,0.82023,0.86758,0.79094,0.87757,0.73148,0.88076,0.80222,0.89891,0.71906,0.98901,1.3858,0.68943,1.73514,3.06878e-05,3.06878e-05,3.06878e-05
+246,5438.32,0.23602,0.40873,0.20794,0.84785,0.86264,0.78893,0.87889,0.73225,0.87613,0.80019,0.89936,0.71927,0.98175,1.38578,0.6822,1.73582,2.70882e-05,2.70882e-05,2.70882e-05
+247,5460.03,0.22516,0.41252,0.21062,0.83195,0.86786,0.79399,0.88092,0.73471,0.88103,0.80527,0.90237,0.7223,0.9787,1.38851,0.67948,1.73295,2.34886e-05,2.34886e-05,2.34886e-05
+248,5481.87,0.21609,0.408,0.19969,0.83139,0.87379,0.79607,0.87271,0.73072,0.88677,0.80735,0.89221,0.708,0.97559,1.38201,0.66799,1.74236,1.98889e-05,1.98889e-05,1.98889e-05
+249,5503.65,0.21398,0.39844,0.18673,0.83301,0.87558,0.79342,0.86863,0.73108,0.88879,0.80468,0.88804,0.70276,0.97322,1.37811,0.66226,1.73862,1.62893e-05,1.62893e-05,1.62893e-05
+250,5525.41,0.2171,0.40485,0.20063,0.82974,0.875,0.79326,0.86877,0.7269,0.88798,0.80454,0.88835,0.70299,0.96903,1.38274,0.66163,1.72759,1.26896e-05,1.26896e-05,1.26896e-05