102 lines
12 KiB
Plaintext
102 lines
12 KiB
Plaintext
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
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1,5.72643,3.67156,4.3828,3.76311,0.0185,0.33333,0.02005,0.00356,3.98024,3.56115,4.25425,8e-05,8e-05,8e-05
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2,12.3021,3.57806,4.13976,3.6756,0.08209,0.12121,0.03316,0.00835,3.37363,7.7394,3.6972,0.000178218,0.000178218,0.000178218
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3,16.9465,2.72411,2.85557,2.70985,0.0382,0.27273,0.03836,0.0071,3.69049,4.43626,4.43693,0.000274456,0.000274456,0.000274456
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4,21.3104,2.2073,2.34105,2.2988,0.06108,0.12121,0.03998,0.01168,3.02601,3.93376,3.68709,0.000368714,0.000368714,0.000368714
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5,25.822,1.98917,2.22404,2.15711,0.15962,0.21212,0.06391,0.01799,3.128,5.83457,3.43376,0.000460992,0.000460992,0.000460992
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6,30.292,1.86897,2.224,2.01992,0.09396,0.18182,0.04645,0.01105,3.29276,3.05191,3.62909,0.00055129,0.00055129,0.00055129
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7,34.6711,1.84519,1.98757,1.97228,0.17679,0.24242,0.11178,0.03687,2.75333,3.84652,3.32937,0.000639608,0.000639608,0.000639608
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8,39.1502,1.68023,1.90019,1.88294,0.25441,0.63636,0.33993,0.10935,2.3453,2.69532,3.05538,0.000725946,0.000725946,0.000725946
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9,43.6632,1.78433,1.96534,1.94691,0.19127,0.24242,0.11201,0.02397,2.8069,5.67792,3.33313,0.000810304,0.000810304,0.000810304
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10,48.0191,1.70278,1.82618,1.87778,0.0819,0.45455,0.06508,0.01452,3.06407,88.0484,4.38018,0.000892682,0.000892682,0.000892682
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11,52.3433,1.73932,1.85015,1.86806,0.03572,0.69697,0.0298,0.00917,2.97337,210.321,3.9551,0.00097308,0.00097308,0.00097308
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12,56.6753,1.70734,1.8268,1.84118,0.13784,0.51515,0.13117,0.0361,3.06858,15.6274,8.05174,0.0010515,0.0010515,0.0010515
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13,61.0039,1.73522,1.78714,1.91407,0.13716,0.48485,0.10889,0.03524,2.88956,14.4932,5.98567,0.00112794,0.00112794,0.00112794
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14,65.3352,1.75285,1.9184,1.97315,0.08553,0.39394,0.06664,0.01325,3.20444,83.3877,10.698,0.00120239,0.00120239,0.00120239
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15,69.69,1.69331,1.81734,1.90708,0.16,0.12121,0.11218,0.04501,2.74499,24.8946,4.3511,0.00127487,0.00127487,0.00127487
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16,74.0411,1.59694,1.80375,1.84946,0.05807,0.27273,0.04588,0.01409,2.61212,21.2875,4.39286,0.00134537,0.00134537,0.00134537
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17,78.3854,1.5849,1.86409,1.85251,0.11446,0.28209,0.07841,0.02474,2.61408,8.0376,4.34433,0.00141389,0.00141389,0.00141389
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18,82.7014,1.5321,1.77697,1.80781,0.20089,0.36364,0.15541,0.05139,2.45101,6.70023,3.3485,0.00148043,0.00148043,0.00148043
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19,87.0192,1.70974,1.76679,1.89759,0.17449,0.63636,0.2137,0.08537,2.41897,5.20079,3.20806,0.00154498,0.00154498,0.00154498
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20,91.3932,1.59517,1.71295,1.81035,0.08561,0.45455,0.08468,0.03099,2.26845,11.878,3.31579,0.00160756,0.00160756,0.00160756
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21,95.7352,1.58752,1.70935,1.79939,0.042,0.56326,0.04427,0.01603,2.19206,25.3837,2.89777,0.001604,0.001604,0.001604
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22,100.092,1.52311,1.67098,1.73539,0.0971,0.21212,0.06438,0.01516,2.66404,35.1913,4.39172,0.0015842,0.0015842,0.0015842
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23,104.441,1.46115,1.6877,1.71277,0.08512,0.45455,0.0662,0.02132,2.40574,12.4521,3.11695,0.0015644,0.0015644,0.0015644
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24,108.774,1.60922,1.72986,1.81831,0.10244,0.39394,0.13182,0.05233,2.42898,2.83184,3.05972,0.0015446,0.0015446,0.0015446
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25,113.113,1.61413,1.74269,1.82683,0.18692,0.33333,0.20402,0.08667,2.17566,2.70641,2.69061,0.0015248,0.0015248,0.0015248
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26,117.44,1.52833,1.57911,1.77081,0.20384,0.21212,0.09556,0.04015,2.65477,4.04138,3.16193,0.001505,0.001505,0.001505
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27,121.783,1.51348,1.62159,1.78509,0.20008,0.24242,0.14207,0.04596,2.47478,3.28856,2.98254,0.0014852,0.0014852,0.0014852
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28,126.153,1.52325,1.69727,1.79092,0.26736,0.60606,0.37782,0.15342,1.78322,2.99144,2.28374,0.0014654,0.0014654,0.0014654
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29,130.664,1.46859,1.61125,1.73362,0.31513,0.66667,0.41567,0.17432,1.88853,2.41385,2.37206,0.0014456,0.0014456,0.0014456
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30,135.296,1.4503,1.60286,1.74709,0.32703,0.48597,0.36917,0.14412,2.03777,2.78805,2.52543,0.0014258,0.0014258,0.0014258
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31,139.858,1.43549,1.55021,1.71386,0.47907,0.51515,0.51435,0.18302,2.1351,3.09592,2.8644,0.001406,0.001406,0.001406
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32,144.645,1.45845,1.5331,1.72086,0.5122,0.51515,0.46177,0.17497,2.21666,2.909,2.91438,0.0013862,0.0013862,0.0013862
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33,149.253,1.48115,1.59908,1.71171,0.49354,0.59078,0.58037,0.21792,2.18106,2.19591,2.90061,0.0013664,0.0013664,0.0013664
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34,153.898,1.42198,1.59654,1.66223,0.54227,0.57576,0.59989,0.21321,2.08142,1.8666,2.51785,0.0013466,0.0013466,0.0013466
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35,158.283,1.48204,1.60355,1.72705,0.54112,0.66667,0.62383,0.20503,2.18,1.79706,2.69258,0.0013268,0.0013268,0.0013268
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36,162.689,1.4839,1.5298,1.70923,0.42208,0.51515,0.45887,0.16959,2.22514,2.24517,2.85174,0.001307,0.001307,0.001307
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37,167.066,1.44424,1.55726,1.68142,0.35331,0.64577,0.30355,0.12262,1.92722,2.2969,2.65934,0.0012872,0.0012872,0.0012872
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38,171.392,1.48338,1.55168,1.69696,0.34101,0.63636,0.34862,0.14963,1.60145,2.02031,2.07382,0.0012674,0.0012674,0.0012674
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39,175.743,1.43062,1.56345,1.67581,0.33902,0.54401,0.32785,0.14902,1.52274,1.80524,2.03889,0.0012476,0.0012476,0.0012476
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40,180.129,1.41979,1.51714,1.6457,0.54502,0.45455,0.50379,0.19943,1.92247,1.64886,2.42861,0.0012278,0.0012278,0.0012278
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41,184.477,1.31237,1.42861,1.58283,0.44408,0.60606,0.52343,0.25246,1.86418,1.48425,2.30716,0.001208,0.001208,0.001208
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42,188.946,1.34581,1.48831,1.63456,0.50252,0.60606,0.49417,0.26274,1.809,1.49134,2.22146,0.0011882,0.0011882,0.0011882
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43,193.407,1.34004,1.48138,1.61621,0.53303,0.60606,0.54805,0.28319,1.79095,1.54628,2.19338,0.0011684,0.0011684,0.0011684
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44,197.898,1.36302,1.46455,1.63818,0.56392,0.63636,0.67198,0.30481,1.90612,1.47108,2.27633,0.0011486,0.0011486,0.0011486
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45,202.391,1.3705,1.48325,1.65064,0.49353,0.60606,0.58723,0.29189,1.84181,1.45382,2.18001,0.0011288,0.0011288,0.0011288
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46,206.717,1.35712,1.48053,1.63211,0.52845,0.54545,0.62434,0.35596,1.68417,1.34909,2.03573,0.001109,0.001109,0.001109
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47,211.193,1.33498,1.42963,1.64315,0.52155,0.54545,0.57177,0.33606,1.61238,1.38053,2.0089,0.0010892,0.0010892,0.0010892
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48,215.559,1.38362,1.46192,1.66674,0.63134,0.60606,0.65351,0.3534,1.5572,1.44556,2.01448,0.0010694,0.0010694,0.0010694
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49,220.062,1.38305,1.49499,1.63648,0.61953,0.51515,0.60245,0.32514,1.62437,1.45501,2.05571,0.0010496,0.0010496,0.0010496
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50,224.388,1.34021,1.40258,1.60198,0.4854,0.60606,0.58387,0.32447,1.69603,1.44634,2.14749,0.0010298,0.0010298,0.0010298
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51,228.756,1.34781,1.51903,1.65182,0.36935,0.65677,0.5991,0.30611,1.75112,1.50902,2.2165,0.00101,0.00101,0.00101
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52,233.116,1.34948,1.4155,1.60601,0.55926,0.57681,0.65257,0.3126,1.82231,1.4,2.18346,0.0009902,0.0009902,0.0009902
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53,237.445,1.33322,1.42959,1.60666,0.64506,0.72727,0.7297,0.35322,1.78502,1.38436,2.18955,0.0009704,0.0009704,0.0009704
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54,241.927,1.30619,1.44488,1.61307,0.86355,0.66667,0.78167,0.35627,1.77542,1.41532,2.23499,0.0009506,0.0009506,0.0009506
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55,246.404,1.33606,1.43711,1.62398,0.72413,0.63635,0.67131,0.33324,1.73389,1.45348,2.19265,0.0009308,0.0009308,0.0009308
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56,250.775,1.37284,1.41968,1.67606,0.70324,0.63636,0.69395,0.36546,1.62668,1.47869,2.04984,0.000911,0.000911,0.000911
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57,255.114,1.32879,1.37242,1.61935,0.67519,0.63007,0.67936,0.32865,1.77184,1.46456,2.21449,0.0008912,0.0008912,0.0008912
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58,259.465,1.29078,1.4069,1.59964,0.74946,0.57576,0.68762,0.3434,1.79908,1.44067,2.28573,0.0008714,0.0008714,0.0008714
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59,263.81,1.3268,1.36948,1.59004,0.52959,0.68248,0.69669,0.36283,1.75807,1.47034,2.20936,0.0008516,0.0008516,0.0008516
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60,268.175,1.29738,1.3678,1.59613,0.76188,0.45455,0.57739,0.31886,1.61439,1.46252,2.01627,0.0008318,0.0008318,0.0008318
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61,272.527,1.28737,1.35472,1.60978,0.63904,0.4829,0.53329,0.25678,1.69364,1.72403,2.17795,0.000812,0.000812,0.000812
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|
62,276.879,1.22633,1.3235,1.53541,0.8013,0.48897,0.60483,0.27955,1.68674,1.58315,2.11206,0.0007922,0.0007922,0.0007922
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|
63,281.246,1.29858,1.37588,1.58202,0.75116,0.57576,0.67394,0.34944,1.56691,1.42479,2.01859,0.0007724,0.0007724,0.0007724
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64,285.627,1.25055,1.3751,1.56438,0.72081,0.57576,0.69822,0.36298,1.5223,1.32115,1.95582,0.0007526,0.0007526,0.0007526
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65,289.987,1.2459,1.29795,1.55716,0.69553,0.66667,0.68612,0.36843,1.55475,1.30573,1.92695,0.0007328,0.0007328,0.0007328
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66,294.485,1.21622,1.29452,1.52742,0.62027,0.63636,0.68079,0.38582,1.55652,1.31497,1.90782,0.000713,0.000713,0.000713
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67,298.939,1.28105,1.36223,1.56627,0.64201,0.54352,0.64606,0.36617,1.5353,1.33158,1.92403,0.0006932,0.0006932,0.0006932
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68,303.317,1.27364,1.3471,1.57533,0.49471,0.62323,0.62905,0.35324,1.60884,1.40722,1.98271,0.0006734,0.0006734,0.0006734
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69,307.652,1.22627,1.26437,1.54469,0.71287,0.48485,0.60879,0.34835,1.60999,1.37129,1.9679,0.0006536,0.0006536,0.0006536
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70,311.971,1.27181,1.3166,1.56241,0.55516,0.66667,0.67311,0.36202,1.47776,1.38534,1.8541,0.0006338,0.0006338,0.0006338
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71,316.315,1.25252,1.24153,1.55655,0.6522,0.68212,0.70737,0.38869,1.44908,1.38357,1.81705,0.000614,0.000614,0.000614
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72,320.81,1.2316,1.24952,1.52138,0.53622,0.66667,0.66202,0.39795,1.43634,1.24969,1.81447,0.0005942,0.0005942,0.0005942
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73,325.288,1.20272,1.18373,1.4947,0.556,0.69697,0.65815,0.38293,1.44809,1.24058,1.853,0.0005744,0.0005744,0.0005744
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74,329.628,1.1849,1.20579,1.47762,0.55859,0.78788,0.69502,0.40705,1.51483,1.22278,1.92301,0.0005546,0.0005546,0.0005546
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75,334.117,1.21775,1.24478,1.51817,0.54004,0.81832,0.69481,0.37631,1.5752,1.20898,2.00421,0.0005348,0.0005348,0.0005348
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|
76,338.481,1.22532,1.20894,1.53008,0.77537,0.54545,0.74324,0.42409,1.45969,1.16456,1.9397,0.000515,0.000515,0.000515
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|
77,342.953,1.17342,1.20252,1.48348,0.51508,0.74047,0.66814,0.3954,1.46972,1.18587,1.95226,0.0004952,0.0004952,0.0004952
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78,347.303,1.2758,1.24962,1.5779,0.56275,0.75758,0.70314,0.37975,1.48034,1.17942,1.94982,0.0004754,0.0004754,0.0004754
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|
79,351.626,1.14915,1.20076,1.49356,0.53654,0.72727,0.69532,0.3694,1.5722,1.18155,1.9939,0.0004556,0.0004556,0.0004556
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|
80,355.981,1.15192,1.1887,1.47718,0.51871,0.71862,0.65681,0.37797,1.61446,1.2601,1.9918,0.0004358,0.0004358,0.0004358
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|
81,360.33,1.18819,1.24687,1.52029,0.53153,0.75758,0.69965,0.4182,1.53834,1.24794,1.91661,0.000416,0.000416,0.000416
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|
82,364.671,1.16257,1.22835,1.51369,0.6458,0.51515,0.61443,0.37217,1.39947,1.24754,1.80978,0.0003962,0.0003962,0.0003962
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|
83,369.004,1.1734,1.15643,1.47519,0.58552,0.68511,0.71748,0.43354,1.38314,1.22112,1.81172,0.0003764,0.0003764,0.0003764
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|
84,373.508,1.14505,1.1419,1.47468,0.65027,0.66667,0.72051,0.44379,1.42234,1.13201,1.82419,0.0003566,0.0003566,0.0003566
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|
85,377.998,1.19248,1.20578,1.54211,0.67907,0.72727,0.73653,0.43593,1.43939,1.12917,1.81597,0.0003368,0.0003368,0.0003368
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|
86,382.344,1.14594,1.12786,1.47661,0.65663,0.72727,0.75876,0.44383,1.4429,1.1338,1.81362,0.000317,0.000317,0.000317
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|
87,386.818,1.12018,1.14306,1.48753,0.76942,0.72727,0.79353,0.49271,1.42559,1.12449,1.80972,0.0002972,0.0002972,0.0002972
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|
88,391.307,1.08766,1.14252,1.46031,0.63287,0.72727,0.73021,0.45803,1.39487,1.0705,1.8272,0.0002774,0.0002774,0.0002774
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|
89,395.951,1.13664,1.13308,1.46194,0.61539,0.72727,0.71178,0.46073,1.37935,1.05974,1.8225,0.0002576,0.0002576,0.0002576
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|
90,400.532,1.14585,1.15573,1.49688,0.65395,0.78788,0.74081,0.464,1.35992,1.04628,1.8035,0.0002378,0.0002378,0.0002378
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|
91,430.61,1.18973,1.25331,1.65465,0.67563,0.75758,0.76255,0.46872,1.37867,1.03991,1.82235,0.000218,0.000218,0.000218
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|
92,435.805,1.16252,1.30884,1.61409,0.71946,0.62197,0.7119,0.42836,1.40233,1.04297,1.85221,0.0001982,0.0001982,0.0001982
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|
93,440.502,1.05716,1.14979,1.49345,0.78169,0.57576,0.69209,0.41036,1.42042,1.05386,1.87629,0.0001784,0.0001784,0.0001784
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|
94,445.178,1.04703,1.02085,1.50588,0.82709,0.60606,0.69547,0.41675,1.43005,1.05348,1.88976,0.0001586,0.0001586,0.0001586
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|
95,450.03,0.99554,0.9988,1.47266,0.80377,0.62091,0.69755,0.4056,1.44158,1.04575,1.90329,0.0001388,0.0001388,0.0001388
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|
96,454.537,1.04385,0.96039,1.49466,0.80134,0.61135,0.71316,0.43338,1.37223,0.98018,1.85971,0.000119,0.000119,0.000119
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|
97,459.43,1.04136,1.00149,1.47472,0.77649,0.57576,0.70527,0.44098,1.34475,0.96479,1.85081,9.92e-05,9.92e-05,9.92e-05
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|
98,463.967,0.99883,0.93665,1.45239,0.6204,0.7925,0.73375,0.45325,1.33286,0.94278,1.83444,7.94e-05,7.94e-05,7.94e-05
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|
99,468.416,1.0459,0.97025,1.50042,0.62378,0.78788,0.73228,0.45941,1.29702,0.93152,1.80794,5.96e-05,5.96e-05,5.96e-05
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|
100,472.904,1.03883,0.95928,1.47316,0.6315,0.81818,0.75765,0.50254,1.24745,0.9246,1.74691,3.98e-05,3.98e-05,3.98e-05
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