102 lines
12 KiB
CSV
102 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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1,7.95003,0.32567,0.27777,0.79257,0.88657,0.7234,0.82101,0.6098,1.92023,0.87522,3.23242,4e-05,4e-05,4e-05
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2,16.1421,0.298,0.29603,0.80742,0.88495,0.7234,0.8161,0.60972,1.92263,0.87913,3.25563,9.901e-05,9.901e-05,9.901e-05
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3,24.1688,0.22903,0.22469,0.75252,0.88161,0.7234,0.80324,0.61488,1.92853,0.90744,3.28161,0.000156832,0.000156832,0.000156832
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|
4,32.4691,0.25837,0.24291,0.79318,0.88974,0.7234,0.80293,0.61598,1.91826,0.93174,3.30049,0.000213466,0.000213466,0.000213466
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5,40.8701,0.28754,0.25707,0.78676,0.90964,0.70213,0.80073,0.62254,1.9134,0.94797,3.30921,0.000268912,0.000268912,0.000268912
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6,49.6888,0.32976,0.26174,0.80378,0.89457,0.72212,0.79847,0.62741,1.89663,0.94518,3.3256,0.00032317,0.00032317,0.00032317
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7,58.1908,0.31591,0.27325,0.81393,0.88547,0.70213,0.79742,0.63205,1.88941,0.95148,3.3211,0.00037624,0.00037624,0.00037624
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8,66.1901,0.30959,0.27278,0.79872,0.88404,0.70213,0.79665,0.62815,1.88318,0.97469,3.30226,0.000428122,0.000428122,0.000428122
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9,74.9494,0.32794,0.28353,0.76875,0.8805,0.70213,0.79703,0.61929,1.89461,0.99689,3.29722,0.000478816,0.000478816,0.000478816
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10,83.7561,0.41777,0.32964,0.85058,0.88959,0.68583,0.792,0.60892,1.92052,1.0204,3.29607,0.000528322,0.000528322,0.000528322
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11,92.5414,0.42902,0.29881,0.79612,0.88943,0.68471,0.79414,0.60328,1.93297,1.0152,3.28387,0.00057664,0.00057664,0.00057664
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12,101.307,0.36603,0.29384,0.79091,0.96866,0.6577,0.80156,0.60383,1.94505,1.01638,3.30972,0.00062377,0.00062377,0.00062377
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13,109.807,0.36668,0.28502,0.82007,0.96867,0.65792,0.79437,0.61116,1.94965,1.04174,3.32294,0.000669712,0.000669712,0.000669712
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14,117.815,0.37939,0.2927,0.80572,0.99745,0.6383,0.79695,0.60948,1.94903,1.078,3.2921,0.000714466,0.000714466,0.000714466
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15,125.622,0.42569,0.32305,0.81924,0.99745,0.6383,0.79695,0.60948,1.94903,1.078,3.2921,0.000758032,0.000758032,0.000758032
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16,133.801,0.34179,0.26023,0.7933,1,0.65216,0.78839,0.60195,1.95945,1.07991,3.26403,0.00080041,0.00080041,0.00080041
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17,141.762,0.37896,0.3058,0.79081,1,0.65715,0.79269,0.59973,2.00033,1.07287,3.25905,0.0008416,0.0008416,0.0008416
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18,149.618,0.42143,0.32108,0.81327,1,0.65715,0.79269,0.59973,2.00033,1.07287,3.25905,0.000881602,0.000881602,0.000881602
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19,157.401,0.32438,0.28121,0.75125,0.89045,0.6919,0.79613,0.59565,2.00422,1.02167,3.2725,0.000920416,0.000920416,0.000920416
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20,165.29,0.41612,0.30103,0.85153,0.91395,0.67798,0.79922,0.59839,1.98777,0.98635,3.31369,0.000958042,0.000958042,0.000958042
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21,173.049,0.51577,0.34504,0.84247,0.91395,0.67798,0.79922,0.59839,1.98777,0.98635,3.31369,0.00099448,0.00099448,0.00099448
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22,181.52,0.44192,0.3316,0.78953,0.86732,0.69553,0.77428,0.60264,1.96689,0.97545,3.36356,0.00102973,0.00102973,0.00102973
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23,189.452,0.48591,0.3374,0.84494,0.86732,0.69553,0.77428,0.60264,1.96689,0.97545,3.36356,0.00106379,0.00106379,0.00106379
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24,197.633,0.41566,0.3272,0.81965,0.86734,0.69568,0.76622,0.59901,1.94725,0.98899,3.40959,0.00109667,0.00109667,0.00109667
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25,205.774,0.42805,0.31737,0.79383,0.86734,0.69568,0.76622,0.59901,1.94725,0.98899,3.40959,0.00112835,0.00112835,0.00112835
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26,213.942,0.49699,0.34957,0.86716,0.84262,0.70213,0.76329,0.60383,1.955,1.00586,3.42118,0.00115885,0.00115885,0.00115885
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27,221.861,0.52854,0.34679,0.83192,0.84262,0.70213,0.76329,0.60383,1.955,1.00586,3.42118,0.00118816,0.00118816,0.00118816
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28,229.756,0.47508,0.33628,0.78094,0.96667,0.6383,0.76729,0.59988,1.97006,1.00027,3.43736,0.00121628,0.00121628,0.00121628
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29,237.613,0.40753,0.3248,0.81971,0.96667,0.6383,0.76729,0.59988,1.97006,1.00027,3.43736,0.00124322,0.00124322,0.00124322
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30,245.422,0.46855,0.33957,0.83293,0.96667,0.6383,0.76729,0.59988,1.97006,1.00027,3.43736,0.00126896,0.00126896,0.00126896
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31,253.586,0.44875,0.33158,0.83942,0.96165,0.68085,0.78683,0.61667,1.9898,0.9547,3.47161,0.00129352,0.00129352,0.00129352
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32,261.479,0.38018,0.31245,0.82953,0.96165,0.68085,0.78683,0.61667,1.9898,0.9547,3.47161,0.00131689,0.00131689,0.00131689
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33,269.5,0.42723,0.31661,0.80969,0.96427,0.68085,0.82413,0.61142,2.02612,0.88889,3.49381,0.00133907,0.00133907,0.00133907
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34,277.465,0.46419,0.35967,0.81705,0.96427,0.68085,0.82413,0.61142,2.02612,0.88889,3.49381,0.0013466,0.0013466,0.0013466
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35,286.267,0.44055,0.32526,0.79798,0.96427,0.68085,0.82413,0.61142,2.02612,0.88889,3.49381,0.0013268,0.0013268,0.0013268
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36,294.832,0.49247,0.32805,0.83552,0.91375,0.67632,0.80661,0.60158,2.04538,0.86125,3.50393,0.001307,0.001307,0.001307
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37,303.063,0.48706,0.32506,0.7951,0.91375,0.67632,0.80661,0.60158,2.04538,0.86125,3.50393,0.0012872,0.0012872,0.0012872
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38,310.897,0.54472,0.36198,0.7795,0.91375,0.67632,0.80661,0.60158,2.04538,0.86125,3.50393,0.0012674,0.0012674,0.0012674
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39,318.834,0.60229,0.40235,0.81024,0.98753,0.6383,0.79546,0.60461,2.00844,0.85695,3.50498,0.0012476,0.0012476,0.0012476
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40,327.064,0.54392,0.37821,0.88932,0.98753,0.6383,0.79546,0.60461,2.00844,0.85695,3.50498,0.0012278,0.0012278,0.0012278
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41,335.099,0.48987,0.34781,0.83311,0.99305,0.6383,0.76295,0.60753,1.95196,0.89293,3.50227,0.001208,0.001208,0.001208
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42,342.94,0.49943,0.36206,0.88794,0.99305,0.6383,0.76295,0.60753,1.95196,0.89293,3.50227,0.0011882,0.0011882,0.0011882
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43,350.724,0.53168,0.37784,0.85318,0.99305,0.6383,0.76295,0.60753,1.95196,0.89293,3.50227,0.0011684,0.0011684,0.0011684
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44,358.841,0.48026,0.32323,0.82805,0.93919,0.65732,0.75288,0.59644,1.89489,0.93265,3.43728,0.0011486,0.0011486,0.0011486
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45,367.235,0.47817,0.33588,0.81855,0.93919,0.65732,0.75288,0.59644,1.89489,0.93265,3.43728,0.0011288,0.0011288,0.0011288
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46,374.718,0.47735,0.34726,0.81497,0.93919,0.65732,0.75288,0.59644,1.89489,0.93265,3.43728,0.001109,0.001109,0.001109
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47,382.171,0.53274,0.35733,0.827,0.96447,0.6383,0.74791,0.59987,1.8863,0.98375,3.37524,0.0010892,0.0010892,0.0010892
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48,389.5,0.45228,0.32482,0.82346,0.96447,0.6383,0.74791,0.59987,1.8863,0.98375,3.37524,0.0010694,0.0010694,0.0010694
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49,396.985,0.38519,0.29235,0.79616,0.96769,0.63718,0.76674,0.61866,1.89778,1.01898,3.35371,0.0010496,0.0010496,0.0010496
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50,404.151,0.42674,0.33675,0.80645,0.96769,0.63718,0.76674,0.61866,1.89778,1.01898,3.35371,0.0010298,0.0010298,0.0010298
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51,411.316,0.43675,0.31832,0.78443,0.96769,0.63718,0.76674,0.61866,1.89778,1.01898,3.35371,0.00101,0.00101,0.00101
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52,418.45,0.48923,0.34622,0.80096,0.9014,0.68085,0.78429,0.62205,1.93623,1.03324,3.35306,0.0009902,0.0009902,0.0009902
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53,425.53,0.45956,0.34729,0.82005,0.9014,0.68085,0.78429,0.62205,1.93623,1.03324,3.35306,0.0009704,0.0009704,0.0009704
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54,432.998,0.47148,0.36725,0.80952,0.9014,0.68085,0.78429,0.62205,1.93623,1.03324,3.35306,0.0009506,0.0009506,0.0009506
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55,440.892,0.52212,0.37455,0.8684,0.94074,0.67559,0.78567,0.60949,1.97496,1.12751,3.33082,0.0009308,0.0009308,0.0009308
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56,448.841,0.48909,0.33077,0.82052,0.94074,0.67559,0.78567,0.60949,1.97496,1.12751,3.33082,0.000911,0.000911,0.000911
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57,457.237,0.45169,0.34139,0.81356,0.91226,0.68085,0.77816,0.60121,1.99595,1.25038,3.27048,0.0008912,0.0008912,0.0008912
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58,464.982,0.43371,0.33926,0.81177,0.91226,0.68085,0.77816,0.60121,1.99595,1.25038,3.27048,0.0008714,0.0008714,0.0008714
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59,472.52,0.46926,0.34772,0.78087,0.91226,0.68085,0.77816,0.60121,1.99595,1.25038,3.27048,0.0008516,0.0008516,0.0008516
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60,480.124,0.44435,0.3447,0.7987,0.91391,0.67765,0.75634,0.58707,2.00755,1.48145,3.21151,0.0008318,0.0008318,0.0008318
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61,488.122,0.37516,0.31585,0.76785,0.91391,0.67765,0.75634,0.58707,2.00755,1.48145,3.21151,0.000812,0.000812,0.000812
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62,496.18,0.42739,0.31334,0.81757,0.91391,0.67765,0.75634,0.58707,2.00755,1.48145,3.21151,0.0007922,0.0007922,0.0007922
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63,503.92,0.35688,0.31775,0.83449,0.95886,0.6383,0.73964,0.57895,1.98998,1.56766,3.17719,0.0007724,0.0007724,0.0007724
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64,511.657,0.47083,0.34682,0.86122,0.95886,0.6383,0.73964,0.57895,1.98998,1.56766,3.17719,0.0007526,0.0007526,0.0007526
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65,519.292,0.42381,0.308,0.8288,0.95616,0.65957,0.73959,0.57713,1.96236,1.63408,3.1384,0.0007328,0.0007328,0.0007328
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66,526.887,0.41907,0.32177,0.80649,0.95616,0.65957,0.73959,0.57713,1.96236,1.63408,3.1384,0.000713,0.000713,0.000713
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67,534.49,0.44403,0.34228,0.83091,0.95616,0.65957,0.73959,0.57713,1.96236,1.63408,3.1384,0.0006932,0.0006932,0.0006932
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|
68,541.994,0.43094,0.30689,0.83509,0.95229,0.6383,0.72453,0.57301,1.93048,1.53452,3.11053,0.0006734,0.0006734,0.0006734
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69,549.609,0.43473,0.32007,0.81512,0.95229,0.6383,0.72453,0.57301,1.93048,1.53452,3.11053,0.0006536,0.0006536,0.0006536
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|
70,557.362,0.34428,0.2709,0.7864,0.95229,0.6383,0.72453,0.57301,1.93048,1.53452,3.11053,0.0006338,0.0006338,0.0006338
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71,565.535,0.36505,0.30292,0.80656,0.98422,0.6383,0.72993,0.57265,1.93855,1.41402,3.12781,0.000614,0.000614,0.000614
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|
72,573.577,0.36691,0.30472,0.78999,0.98422,0.6383,0.72993,0.57265,1.93855,1.41402,3.12781,0.0005942,0.0005942,0.0005942
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|
73,582.232,0.36856,0.30893,0.82386,0.99003,0.6383,0.73597,0.57297,1.94036,1.40188,3.10195,0.0005744,0.0005744,0.0005744
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|
74,590.53,0.37341,0.32128,0.77437,0.99003,0.6383,0.73597,0.57297,1.94036,1.40188,3.10195,0.0005546,0.0005546,0.0005546
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|
75,597.896,0.36588,0.29135,0.81777,0.99003,0.6383,0.73597,0.57297,1.94036,1.40188,3.10195,0.0005348,0.0005348,0.0005348
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|
76,605.062,0.36989,0.30846,0.80583,1,0.65412,0.74334,0.57242,1.96056,1.42872,3.05714,0.000515,0.000515,0.000515
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|
77,612.231,0.40413,0.3006,0.8485,1,0.65412,0.74334,0.57242,1.96056,1.42872,3.05714,0.0004952,0.0004952,0.0004952
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|
78,619.336,0.50017,0.33594,0.84257,1,0.65412,0.74334,0.57242,1.96056,1.42872,3.05714,0.0004754,0.0004754,0.0004754
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|
79,626.556,0.40782,0.30418,0.82312,0.96952,0.6769,0.74734,0.56895,1.97144,1.46312,3.01376,0.0004556,0.0004556,0.0004556
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|
80,633.7,0.35281,0.28504,0.78898,0.96952,0.6769,0.74734,0.56895,1.97144,1.46312,3.01376,0.0004358,0.0004358,0.0004358
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|
81,640.996,0.32666,0.28593,0.85676,0.96009,0.68085,0.74655,0.57395,1.9735,1.47986,2.98044,0.000416,0.000416,0.000416
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|
82,648.153,0.3608,0.28343,0.80975,0.96009,0.68085,0.74655,0.57395,1.9735,1.47986,2.98044,0.0003962,0.0003962,0.0003962
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|
83,655.295,0.35393,0.27299,0.7407,0.96009,0.68085,0.74655,0.57395,1.9735,1.47986,2.98044,0.0003764,0.0003764,0.0003764
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|
84,662.521,0.41766,0.31876,0.87008,0.96472,0.68085,0.75045,0.587,1.96557,1.47483,2.96035,0.0003566,0.0003566,0.0003566
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|
85,669.644,0.29501,0.25728,0.80613,0.96472,0.68085,0.75045,0.587,1.96557,1.47483,2.96035,0.0003368,0.0003368,0.0003368
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|
86,676.93,0.35303,0.28266,0.78507,0.96472,0.68085,0.75045,0.587,1.96557,1.47483,2.96035,0.000317,0.000317,0.000317
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|
87,684.309,0.4529,0.34314,0.82019,0.96382,0.68085,0.75082,0.59002,1.94739,1.48231,2.94828,0.0002972,0.0002972,0.0002972
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|
88,691.557,0.33438,0.29299,0.82611,0.96382,0.68085,0.75082,0.59002,1.94739,1.48231,2.94828,0.0002774,0.0002774,0.0002774
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|
89,699.1,0.31265,0.244,0.78296,0.96956,0.67768,0.75704,0.5968,1.92316,1.51759,2.92821,0.0002576,0.0002576,0.0002576
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|
90,706.855,0.28191,0.26141,0.81374,0.96956,0.67768,0.75704,0.5968,1.92316,1.51759,2.92821,0.0002378,0.0002378,0.0002378
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|
91,714.9,0.38668,0.30909,0.7702,0.96956,0.67768,0.75704,0.5968,1.92316,1.51759,2.92821,0.000218,0.000218,0.000218
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|
92,722.49,0.31239,0.24597,0.70615,0.96895,0.68085,0.75589,0.59843,1.90459,1.48869,2.95784,0.0001982,0.0001982,0.0001982
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|
93,729.917,0.3361,0.25473,0.7747,0.96895,0.68085,0.75589,0.59843,1.90459,1.48869,2.95784,0.0001784,0.0001784,0.0001784
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|
94,737.136,0.31793,0.25355,0.85354,0.96895,0.68085,0.75589,0.59843,1.90459,1.48869,2.95784,0.0001586,0.0001586,0.0001586
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|
95,744.526,0.30198,0.22938,0.77425,0.96208,0.68085,0.75967,0.60633,1.89703,1.42654,2.98572,0.0001388,0.0001388,0.0001388
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|
96,752.052,0.29979,0.23958,0.7944,0.96208,0.68085,0.75967,0.60633,1.89703,1.42654,2.98572,0.000119,0.000119,0.000119
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|
97,759.889,0.33518,0.23319,0.825,0.96173,0.68085,0.75702,0.60612,1.87737,1.31697,2.98547,9.92e-05,9.92e-05,9.92e-05
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|
98,767.623,0.32568,0.24092,0.71382,0.96173,0.68085,0.75702,0.60612,1.87737,1.31697,2.98547,7.94e-05,7.94e-05,7.94e-05
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|
99,775.455,0.34399,0.24876,0.72955,0.96173,0.68085,0.75702,0.60612,1.87737,1.31697,2.98547,5.96e-05,5.96e-05,5.96e-05
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|
100,783.323,0.32392,0.2426,0.76629,0.96112,0.68085,0.75554,0.60325,1.85145,1.24333,2.96824,3.98e-05,3.98e-05,3.98e-05
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