105 lines
12 KiB
CSV
105 lines
12 KiB
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
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1,11.7592,0.52287,0.39567,0.87938,0.69766,0.51353,0.61429,0.42203,1.50015,2.75363,1.27951,0.00012,0.00012,0.00012
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2,22.5396,0.6351,0.42801,0.93971,0.88976,0.55556,0.69116,0.46285,1.49408,2.2285,1.20662,0.000259485,0.000259485,0.000259485
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3,34.008,0.44252,0.35628,0.85151,0.7785,0.66667,0.74956,0.4684,1.53208,2.02281,1.19172,0.000398416,0.000398416,0.000398416
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|
4,54.198,0.38519,0.32572,0.71835,0.78249,0.66667,0.70686,0.37874,1.77729,2.30292,1.30834,0.000536792,0.000536792,0.000536792
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5,69.4036,0.47938,0.34475,0.84959,0.32609,0.83333,0.63968,0.33128,1.95667,3.08094,1.5152,0.000674614,0.000674614,0.000674614
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6,80.1716,0.51608,0.44141,0.87255,0.37396,0.38889,0.3627,0.19424,1.94175,3.66977,1.61073,0.000811882,0.000811882,0.000811882
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7,91.2062,0.47391,0.35984,0.90902,0.33473,0.22222,0.24196,0.14965,1.94508,3.89411,1.64544,0.000948595,0.000948595,0.000948595
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8,102.47,0.49139,0.37155,0.89161,0.09372,0.16667,0.09437,0.0752,2.05256,4.5331,1.78094,0.00108475,0.00108475,0.00108475
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9,113.521,0.44504,0.35109,0.83194,0.12894,0.23884,0.09614,0.07206,2.15068,4.64702,1.85204,0.00122036,0.00122036,0.00122036
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10,124.135,0.45647,0.34905,0.78584,0.25805,0.22222,0.15519,0.11716,2.07997,4.48882,1.7667,0.00135541,0.00135541,0.00135541
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11,134.784,0.50634,0.36281,0.88541,0.65761,0.21468,0.38209,0.23478,2.07326,4.45147,1.66727,0.0014899,0.0014899,0.0014899
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12,145.554,0.45616,0.3505,0.86203,0.28205,0.61111,0.41068,0.21365,2.17257,4.51248,1.7278,0.00162385,0.00162385,0.00162385
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13,157.032,0.45994,0.36961,0.89389,0.28205,0.61111,0.44699,0.20331,2.24113,4.5577,1.8735,0.00175723,0.00175723,0.00175723
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14,167.907,0.58812,0.38493,0.86773,0.28205,0.61111,0.44699,0.20331,2.24113,4.5577,1.8735,0.00189006,0.00189006,0.00189006
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15,179.574,0.49592,0.33203,0.82573,0.53918,0.38889,0.46054,0.18801,2.22688,4.07441,1.85708,0.00194456,0.00194456,0.00194456
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16,190.92,0.57167,0.38875,0.93089,1,0.27608,0.46465,0.22159,2.20176,3.40933,1.80533,0.0019406,0.0019406,0.0019406
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17,208.334,0.47897,0.39232,0.88036,0.58477,0.39138,0.47575,0.20757,2.20711,2.98279,1.72269,0.00193664,0.00193664,0.00193664
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18,227.885,0.62155,0.48452,0.87774,0.31516,0.33333,0.28736,0.1157,2.38244,2.93723,1.81084,0.00193268,0.00193268,0.00193268
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19,247.768,0.53804,0.39762,0.87266,0.194,0.27778,0.19975,0.07771,2.43879,3.06565,1.87056,0.00192872,0.00192872,0.00192872
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20,261.366,0.52722,0.37736,0.88552,0.18619,0.16667,0.15408,0.07231,2.59341,2.92617,2.03541,0.00192476,0.00192476,0.00192476
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21,272.341,0.62221,0.43519,0.93248,0.16133,0.32087,0.10856,0.04991,2.73894,3.02749,2.24268,0.0019208,0.0019208,0.0019208
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22,282.812,0.51288,0.38445,0.88448,0.16133,0.32087,0.10856,0.04991,2.73894,3.02749,2.24268,0.00191684,0.00191684,0.00191684
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23,293.699,0.52546,0.40857,0.8878,0.16948,0.16667,0.08555,0.05041,2.73324,3.03591,2.21266,0.00191288,0.00191288,0.00191288
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24,304.71,0.5468,0.4309,0.8818,0.24295,0.26786,0.15822,0.08532,2.65684,2.75586,2.05549,0.00190892,0.00190892,0.00190892
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25,315.626,0.52064,0.37387,0.90962,0.41756,0.33333,0.23666,0.14,2.45717,2.63435,1.83126,0.00190496,0.00190496,0.00190496
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26,326.208,0.64412,0.45156,0.92101,0.5338,0.38889,0.28401,0.14072,2.46925,2.7688,1.75905,0.001901,0.001901,0.001901
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27,336.86,0.43644,0.6765,0.75557,0.38046,0.38889,0.2583,0.14403,2.4169,3.3512,1.7964,0.00189704,0.00189704,0.00189704
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28,347.485,0.4973,0.38541,0.83598,0.48887,0.16667,0.18813,0.12854,2.35649,4.3374,2.07669,0.00189308,0.00189308,0.00189308
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29,358.682,0.55264,0.42661,0.89092,0.26264,0.16667,0.12392,0.09412,2.28123,5.38066,2.14752,0.00188912,0.00188912,0.00188912
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30,368.856,0.51334,0.38524,0.80745,0.26264,0.16667,0.12392,0.09412,2.28123,5.38066,2.14752,0.00188516,0.00188516,0.00188516
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31,379.047,0.52472,0.43753,0.90441,0.0914,0.05556,0.03315,0.02238,2.45677,5.76044,2.30373,0.0018812,0.0018812,0.0018812
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32,389.38,0.48927,0.38262,0.92498,0.00429,0.05556,0.0037,0.00259,2.43896,6.04092,2.37186,0.00187724,0.00187724,0.00187724
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33,399.896,0.50329,0.40521,0.90676,0.00373,0.11111,0.00268,0.00138,2.56368,5.99519,2.45869,0.00187328,0.00187328,0.00187328
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34,410.158,0.54834,0.42353,0.89736,0.0092,0.33333,0.00741,0.00382,2.46938,5.62497,2.38549,0.00186932,0.00186932,0.00186932
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35,420.421,0.52193,0.41558,0.87414,0.01653,0.05556,0.01507,0.0073,2.35841,4.84176,2.26095,0.00186536,0.00186536,0.00186536
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36,430.614,0.6594,0.50361,0.98472,0.04072,0.11111,0.01961,0.01035,2.3418,4.60929,2.25844,0.0018614,0.0018614,0.0018614
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37,440.831,0.54962,0.39433,0.91744,0.06406,0.11111,0.02837,0.01865,2.29659,4.49172,2.21217,0.00185744,0.00185744,0.00185744
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38,450.961,0.47958,0.37417,0.86916,0.06406,0.11111,0.02837,0.01865,2.29659,4.49172,2.21217,0.00185348,0.00185348,0.00185348
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39,461.115,0.47275,0.37939,0.85251,0.17498,0.11111,0.06364,0.04561,2.284,4.17177,2.02313,0.00184952,0.00184952,0.00184952
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40,471.613,0.51614,0.42277,0.89055,0.37855,0.22222,0.19808,0.15046,2.15678,3.7086,1.82675,0.00184556,0.00184556,0.00184556
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41,481.742,0.50416,0.39677,0.88655,0.54907,0.2713,0.23516,0.17307,2.18043,3.69748,1.89272,0.0018416,0.0018416,0.0018416
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42,491.857,0.45929,0.36052,0.88009,0.35212,0.33333,0.24908,0.17629,2.09017,3.56358,1.77953,0.00183764,0.00183764,0.00183764
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43,502.051,0.51473,0.36645,0.90245,0.45717,0.33333,0.24868,0.16953,2.12547,3.45162,1.75784,0.00183368,0.00183368,0.00183368
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44,512.17,0.54863,0.38077,0.9158,0.53812,0.33333,0.26222,0.17122,2.18998,3.3507,1.76629,0.00182972,0.00182972,0.00182972
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45,522.352,0.50288,0.39283,0.88992,0.5423,0.27778,0.21687,0.11739,2.4259,3.68169,1.95304,0.00182576,0.00182576,0.00182576
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46,532.479,0.77158,0.45683,1.17651,0.5423,0.27778,0.21687,0.11739,2.4259,3.68169,1.95304,0.0018218,0.0018218,0.0018218
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47,542.602,0.45378,0.35506,0.80192,0.50758,0.27778,0.23094,0.13026,2.28101,3.78436,1.87264,0.00181784,0.00181784,0.00181784
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48,552.761,0.58421,0.42721,0.93503,0.40299,0.27778,0.19086,0.10591,2.31434,3.6444,1.85348,0.00181388,0.00181388,0.00181388
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49,562.892,0.4468,0.34993,0.86569,0.31896,0.22222,0.13818,0.07723,2.45796,3.78633,2.01705,0.00180992,0.00180992,0.00180992
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50,573.001,0.70092,0.39964,1.16962,0.19186,0.22222,0.14671,0.0779,2.61296,3.83913,2.03691,0.00180596,0.00180596,0.00180596
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51,583.115,0.48673,0.37179,0.91225,0.19548,0.20317,0.12415,0.0594,2.48022,3.87955,1.90244,0.001802,0.001802,0.001802
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52,593.232,0.60108,0.44373,0.95932,0.16831,0.22222,0.1219,0.04677,2.41788,3.89216,1.88709,0.00179804,0.00179804,0.00179804
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53,603.388,0.47316,0.35967,0.87407,0.18237,0.34726,0.12883,0.0485,2.35549,3.72626,1.85734,0.00179408,0.00179408,0.00179408
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54,613.469,0.49431,0.34351,0.87688,0.18237,0.34726,0.12883,0.0485,2.35549,3.72626,1.85734,0.00179012,0.00179012,0.00179012
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55,623.633,0.62586,0.40334,1.02638,0.11947,0.22222,0.06932,0.02641,2.35661,4.25897,1.94806,0.00178616,0.00178616,0.00178616
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|
56,633.8,0.5306,0.37947,0.89266,0.15409,0.27778,0.11115,0.03594,2.26375,4.48295,1.91815,0.0017822,0.0017822,0.0017822
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57,643.985,0.53462,0.39051,0.90203,0.23597,0.16667,0.10659,0.04491,2.25071,4.4134,1.8892,0.00177824,0.00177824,0.00177824
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|
58,654.504,0.56209,0.38206,0.89792,0.20674,0.27778,0.12559,0.06854,2.27993,4.19742,1.92339,0.00177428,0.00177428,0.00177428
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|
59,664.64,0.54835,0.42767,0.93312,0.3039,0.33333,0.1701,0.08765,2.23335,4.12682,1.87014,0.00177032,0.00177032,0.00177032
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|
60,674.78,0.43443,0.41911,0.758,0.25381,0.2837,0.13655,0.06516,2.1684,4.35749,1.80319,0.00176636,0.00176636,0.00176636
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|
61,685.01,0.51045,0.36135,0.86086,0.28432,0.26544,0.15058,0.06768,2.01662,4.5956,1.72649,0.0017624,0.0017624,0.0017624
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|
62,695.109,0.54765,0.41848,0.93568,0.28432,0.26544,0.15058,0.06768,2.01662,4.5956,1.72649,0.00175844,0.00175844,0.00175844
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|
63,705.248,0.44609,0.36378,0.78576,0.25566,0.28659,0.19,0.07949,2.00559,4.46423,1.67202,0.00175448,0.00175448,0.00175448
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64,715.381,0.52945,0.40027,0.93619,0.2443,0.11111,0.14122,0.06915,2.02919,4.6024,1.72874,0.00175052,0.00175052,0.00175052
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|
65,725.466,0.46488,0.34765,0.84152,0.18917,0.11111,0.11267,0.05522,2.33121,4.74077,1.86056,0.00174656,0.00174656,0.00174656
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|
66,735.571,0.52296,0.38556,0.8607,0.31611,0.15518,0.16826,0.06057,2.42948,4.78893,1.91481,0.0017426,0.0017426,0.0017426
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67,745.692,0.53151,0.38152,0.87026,0.27859,0.38889,0.21773,0.07661,2.32452,4.55612,1.83225,0.00173864,0.00173864,0.00173864
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|
68,755.907,0.51558,0.36575,0.89566,0.52398,0.16667,0.29648,0.09998,2.3045,4.32543,1.82168,0.00173468,0.00173468,0.00173468
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|
69,766.004,0.52092,0.40619,0.88941,0.46853,0.16667,0.3116,0.107,2.25486,4.23041,1.76153,0.00173072,0.00173072,0.00173072
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|
70,776.066,0.47036,0.39209,0.79645,0.46853,0.16667,0.3116,0.107,2.25486,4.23041,1.76153,0.00172676,0.00172676,0.00172676
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|
71,786.183,0.57067,0.41829,0.90494,0.52686,0.27778,0.38981,0.14691,2.11311,3.83055,1.68418,0.0017228,0.0017228,0.0017228
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|
72,796.302,0.44272,0.36177,0.89767,0.57149,0.22222,0.33204,0.14387,2.08719,3.74349,1.70011,0.00171884,0.00171884,0.00171884
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|
73,806.432,0.51153,0.35831,0.88658,0.78299,0.27778,0.40739,0.13615,2.11226,3.77238,1.72693,0.00171488,0.00171488,0.00171488
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|
74,816.536,0.49449,0.36477,0.92266,0.73794,0.31457,0.3834,0.10436,2.31183,3.71107,1.81314,0.00171092,0.00171092,0.00171092
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|
75,826.734,0.44293,0.33484,0.84142,0.59642,0.33333,0.42324,0.0996,2.24754,3.30195,1.81964,0.00170696,0.00170696,0.00170696
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|
76,836.808,0.53011,0.37554,0.85507,0.76739,0.33333,0.39164,0.10129,2.08938,3.00342,1.7105,0.001703,0.001703,0.001703
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|
77,846.917,0.49359,0.35962,0.85989,0.33742,0.16667,0.1104,0.05373,2.34424,3.22778,1.90942,0.00169904,0.00169904,0.00169904
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|
78,856.988,0.51938,0.37536,0.89305,0.33742,0.16667,0.1104,0.05373,2.34424,3.22778,1.90942,0.00169508,0.00169508,0.00169508
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|
79,867.089,0.56197,0.35926,0.88821,0.16177,0.11111,0.06311,0.02728,2.70732,3.8661,2.16785,0.00169112,0.00169112,0.00169112
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|
80,877.485,0.50077,0.32886,0.83741,0.28438,0.11111,0.07544,0.03654,2.80138,3.56308,2.22223,0.00168716,0.00168716,0.00168716
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|
81,888.012,0.49802,0.37266,0.91998,0.25729,0.11111,0.08745,0.04427,2.74391,3.50635,2.15866,0.0016832,0.0016832,0.0016832
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|
82,898.523,0.4531,0.34236,0.89177,0.16129,0.22222,0.10805,0.04468,2.63815,3.39929,2.075,0.00167924,0.00167924,0.00167924
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|
83,908.867,0.51251,0.39236,0.89988,0.21907,0.33333,0.17122,0.05178,2.5091,3.23449,1.9564,0.00167528,0.00167528,0.00167528
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|
84,919.261,0.47108,0.39815,0.86693,0.22961,0.33333,0.1801,0.05071,2.50719,3.53065,1.94488,0.00167132,0.00167132,0.00167132
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|
85,929.834,0.54385,0.40752,0.92181,0.4805,0.16667,0.18001,0.04918,2.59303,3.81146,1.9831,0.00166736,0.00166736,0.00166736
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|
86,941.126,0.46109,0.35186,0.87754,0.4805,0.16667,0.18001,0.04918,2.59303,3.81146,1.9831,0.0016634,0.0016634,0.0016634
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|
87,951.972,0.50057,0.35057,0.91015,0.61599,0.11111,0.17343,0.03868,2.77947,4.02777,2.08747,0.00165944,0.00165944,0.00165944
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|
88,962.692,0.45603,0.33199,0.86677,0.8487,0.11111,0.15665,0.02795,2.97186,3.79906,2.23161,0.00165548,0.00165548,0.00165548
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|
89,973.087,0.43307,0.32023,0.86535,0.36287,0.16667,0.18773,0.0253,3.04482,3.90671,2.43114,0.00165152,0.00165152,0.00165152
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|
90,983.813,0.5287,0.35963,0.87884,0.55284,0.16667,0.19318,0.02424,2.98667,4.20034,2.44746,0.00164756,0.00164756,0.00164756
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|
91,994.578,0.56352,0.39514,0.86273,0.75184,0.11111,0.12601,0.01594,2.89386,4.78159,2.36998,0.0016436,0.0016436,0.0016436
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|
92,1004.97,0.46157,0.33644,0.90895,0.4589,0.16667,0.14082,0.02461,2.81949,4.94958,2.28738,0.00163964,0.00163964,0.00163964
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|
93,1015.28,0.50549,0.36989,0.92968,0.69408,0.16667,0.17861,0.03799,2.86283,4.47323,2.16909,0.00163568,0.00163568,0.00163568
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|
94,1026.64,0.54453,0.36556,0.91366,0.69408,0.16667,0.17861,0.03799,2.86283,4.47323,2.16909,0.00163172,0.00163172,0.00163172
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|
95,1037.42,0.45418,0.34127,0.8731,0.4394,0.16667,0.16343,0.03677,2.84144,5.09985,2.25183,0.00162776,0.00162776,0.00162776
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|
96,1047.91,0.48752,0.37778,0.92677,0.22008,0.16667,0.08745,0.01539,2.74118,6.24654,2.29197,0.0016238,0.0016238,0.0016238
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|
97,1058.91,0.4287,0.34157,0.85858,0.09371,0.16667,0.02972,0.00355,2.74577,7.17663,2.32418,0.00161984,0.00161984,0.00161984
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|
98,1070.12,0.45141,0.39729,0.87353,0.02246,0.05556,0.00621,0.00096,2.8139,7.2233,2.43831,0.00161588,0.00161588,0.00161588
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|
99,1086.65,0.50609,0.38367,0.92804,0.00405,0.05556,0.00219,0.00132,2.86479,6.70936,2.46255,0.00161192,0.00161192,0.00161192
|
|
100,1106.09,0.49679,0.40437,0.93468,0.26282,0.16667,0.09513,0.01479,2.91953,4.73198,2.40587,0.00160796,0.00160796,0.00160796
|
|
101,1117.63,0.43488,0.33616,0.79537,0.23809,0.33333,0.18919,0.03903,2.81967,4.29117,2.38804,0.001604,0.001604,0.001604
|
|
102,1127.87,0.49432,0.38127,0.88334,0.23809,0.33333,0.18919,0.03903,2.81967,4.29117,2.38804,0.00160004,0.00160004,0.00160004
|
|
103,1139.05,0.53965,0.38016,0.84544,0.41177,0.22222,0.20703,0.03581,2.82203,4.28733,2.38276,0.00159608,0.00159608,0.00159608
|