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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1,8.05099,3.08701,4.63912,2.47347,0.99873,0.97872,0.97957,0.92621,0.33687,0.25896,0.79964,4e-05,4e-05,4e-05
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2,15.1578,2.46069,4.50404,1.9441,0.99872,0.97872,0.97947,0.93288,0.31608,0.26053,0.79226,9.901e-05,9.901e-05,9.901e-05
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3,22.7742,1.84504,2.0765,1.46089,0.99845,0.97872,0.97903,0.93305,0.30954,0.26278,0.7898,0.000156832,0.000156832,0.000156832
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4,29.8536,1.95096,1.9146,1.45516,0.99786,0.97872,0.9778,0.92334,0.32629,0.27453,0.79304,0.000213466,0.000213466,0.000213466
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5,38.1499,1.74336,1.52727,1.41879,0.9978,0.97872,0.97706,0.91884,0.34646,0.27787,0.79788,0.000268912,0.000268912,0.000268912
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6,48.182,1.68535,1.55585,1.36754,0.99563,0.97872,0.97609,0.89605,0.40131,0.32387,0.80982,0.00032317,0.00032317,0.00032317
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7,56.9729,1.28367,1.33211,1.08598,0.98752,0.97872,0.97591,0.88114,0.43404,0.35316,0.81705,0.00037624,0.00037624,0.00037624
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8,68.6476,1.23225,0.92458,1.04869,0.97252,0.97872,0.97584,0.8729,0.4674,0.38174,0.82546,0.000428122,0.000428122,0.000428122
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9,82.1946,1.26315,1.09128,1.0546,0.97278,0.97872,0.97541,0.86466,0.49433,0.39865,0.83439,0.000478816,0.000478816,0.000478816
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10,95.5895,1.35572,1.02586,1.21323,0.97442,0.97872,0.97542,0.83928,0.5252,0.41573,0.84421,0.000528322,0.000528322,0.000528322
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11,103.532,1.02691,0.83799,0.98294,0.9903,0.97872,0.97589,0.8313,0.55198,0.42833,0.85926,0.00057664,0.00057664,0.00057664
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12,112.085,1.28294,0.92146,1.06731,0.99405,0.97872,0.97604,0.8288,0.57685,0.43572,0.87867,0.00062377,0.00062377,0.00062377
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13,122.077,1.06833,0.89229,1.04773,0.99508,0.97872,0.97631,0.82443,0.6109,0.4317,0.90223,0.000669712,0.000669712,0.000669712
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14,132.589,1.12603,0.87877,1.02198,0.99565,0.97872,0.97654,0.82325,0.64119,0.43448,0.92173,0.000714466,0.000714466,0.000714466
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15,140.248,1.02289,0.75528,0.96673,0.99565,0.97872,0.97654,0.82325,0.64119,0.43448,0.92173,0.000758032,0.000758032,0.000758032
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16,147.525,0.85424,0.60841,0.92139,0.98506,0.97872,0.9766,0.81427,0.67706,0.4478,0.9446,0.00080041,0.00080041,0.00080041
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17,154.88,0.90578,0.61856,0.9107,0.989,0.97872,0.97662,0.82414,0.69243,0.45087,0.95217,0.0008416,0.0008416,0.0008416
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18,161.821,0.96076,0.71651,0.95162,0.989,0.97872,0.97662,0.82414,0.69243,0.45087,0.95217,0.000881602,0.000881602,0.000881602
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19,169.516,0.88202,0.62736,0.92089,0.9785,0.97872,0.97658,0.81591,0.72171,0.4678,0.96504,0.000920416,0.000920416,0.000920416
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20,176.651,0.94913,0.63657,0.95928,0.97989,0.97872,0.97662,0.80929,0.75268,0.48808,0.97481,0.000958042,0.000958042,0.000958042
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21,183.778,0.92887,0.76227,0.99112,0.97989,0.97872,0.97662,0.80929,0.75268,0.48808,0.97481,0.00099448,0.00099448,0.00099448
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22,191.148,0.95056,0.67689,0.94819,0.97432,0.97872,0.97692,0.81686,0.806,0.47243,0.99886,0.00102973,0.00102973,0.00102973
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23,198.909,0.99177,0.74002,1.04211,0.97432,0.97872,0.97692,0.81686,0.806,0.47243,0.99886,0.00106379,0.00106379,0.00106379
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24,206.71,0.92616,0.7085,0.92564,0.99519,0.97872,0.97751,0.79378,0.81311,0.47027,0.99999,0.00109667,0.00109667,0.00109667
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25,214.335,0.84966,0.59276,0.89505,0.99519,0.97872,0.97751,0.79378,0.81311,0.47027,0.99999,0.00112835,0.00112835,0.00112835
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26,221.916,0.94191,0.61676,0.98478,0.99726,0.97872,0.97826,0.80123,0.79436,0.47312,1.001,0.00115885,0.00115885,0.00115885
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27,229.19,0.84957,0.64949,0.92447,0.99726,0.97872,0.97826,0.80123,0.79436,0.47312,1.001,0.00118816,0.00118816,0.00118816
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28,236.38,0.90009,0.59759,0.88303,0.99763,0.97872,0.97927,0.80503,0.78604,0.49629,1.01165,0.00121628,0.00121628,0.00121628
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29,243.491,0.91629,0.6076,0.92722,0.99763,0.97872,0.97927,0.80503,0.78604,0.49629,1.01165,0.00124322,0.00124322,0.00124322
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30,250.534,0.93007,0.66743,0.9456,0.99763,0.97872,0.97927,0.80503,0.78604,0.49629,1.01165,0.00126896,0.00126896,0.00126896
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31,257.511,0.8715,0.6157,0.97078,0.99632,0.97872,0.97991,0.81824,0.76204,0.50663,1.01729,0.00129352,0.00129352,0.00129352
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32,264.421,0.84777,0.55078,0.9736,0.99632,0.97872,0.97991,0.81824,0.76204,0.50663,1.01729,0.00131689,0.00131689,0.00131689
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33,271.671,0.81371,0.57039,0.91919,0.9973,0.97872,0.98015,0.81515,0.74225,0.48704,1.01098,0.00133907,0.00133907,0.00133907
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34,279.687,0.77948,0.55724,0.88746,0.9973,0.97872,0.98015,0.81515,0.74225,0.48704,1.01098,0.0013466,0.0013466,0.0013466
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35,293.705,0.75269,0.48255,0.89272,0.9973,0.97872,0.98015,0.81515,0.74225,0.48704,1.01098,0.0013268,0.0013268,0.0013268
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36,306.842,0.80379,0.51012,0.92243,0.99642,0.97872,0.9809,0.8098,0.76236,0.47592,1.01976,0.001307,0.001307,0.001307
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37,320.053,0.72632,0.5175,0.86363,0.99642,0.97872,0.9809,0.8098,0.76236,0.47592,1.01976,0.0012872,0.0012872,0.0012872
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38,333.277,0.72061,0.53349,0.8412,0.99642,0.97872,0.9809,0.8098,0.76236,0.47592,1.01976,0.0012674,0.0012674,0.0012674
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39,346.469,0.87859,0.55712,0.87717,0.99505,0.97872,0.98069,0.78544,0.80495,0.4677,1.03678,0.0012476,0.0012476,0.0012476
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40,359.89,0.91341,0.59301,1.01974,0.99505,0.97872,0.98069,0.78544,0.80495,0.4677,1.03678,0.0012278,0.0012278,0.0012278
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41,366.935,0.75513,0.51061,0.88556,1,0.95422,0.98021,0.78506,0.80459,0.46562,1.04436,0.001208,0.001208,0.001208
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42,374.026,0.91481,0.61156,0.99506,1,0.95422,0.98021,0.78506,0.80459,0.46562,1.04436,0.0011882,0.0011882,0.0011882
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43,381.109,0.84519,0.55324,0.91298,1,0.95422,0.98021,0.78506,0.80459,0.46562,1.04436,0.0011684,0.0011684,0.0011684
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44,388.077,0.77871,0.48867,0.88476,1,0.9516,0.97914,0.79469,0.79953,0.45695,1.053,0.0011486,0.0011486,0.0011486
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45,395.128,0.74964,0.48431,0.8694,1,0.9516,0.97914,0.79469,0.79953,0.45695,1.053,0.0011288,0.0011288,0.0011288
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46,402.805,0.79558,0.53265,0.89319,1,0.9516,0.97914,0.79469,0.79953,0.45695,1.053,0.001109,0.001109,0.001109
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47,409.988,0.71298,0.51497,0.87547,0.93712,0.97872,0.97751,0.8207,0.77792,0.45788,1.05422,0.0010892,0.0010892,0.0010892
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48,416.934,0.97885,0.58382,1.06605,0.93712,0.97872,0.97751,0.8207,0.77792,0.45788,1.05422,0.0010694,0.0010694,0.0010694
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49,423.881,0.70935,0.46637,0.87752,1,0.93577,0.97715,0.82756,0.74962,0.45473,1.03603,0.0010496,0.0010496,0.0010496
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50,430.849,0.90399,0.52955,0.94775,1,0.93577,0.97715,0.82756,0.74962,0.45473,1.03603,0.0010298,0.0010298,0.0010298
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51,437.843,0.78062,0.50465,0.8672,1,0.93577,0.97715,0.82756,0.74962,0.45473,1.03603,0.00101,0.00101,0.00101
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52,445.492,0.7881,0.531,0.85657,1,0.9506,0.97679,0.81465,0.73267,0.45672,1.02154,0.0009902,0.0009902,0.0009902
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53,452.471,0.72769,0.50645,0.90281,1,0.9506,0.97679,0.81465,0.73267,0.45672,1.02154,0.0009704,0.0009704,0.0009704
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54,459.43,0.67691,0.52939,0.85715,1,0.9506,0.97679,0.81465,0.73267,0.45672,1.02154,0.0009506,0.0009506,0.0009506
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55,466.493,0.81266,0.51969,0.97958,1,0.95161,0.97697,0.8214,0.72123,0.46119,1.01505,0.0009308,0.0009308,0.0009308
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56,473.436,0.75862,0.51562,0.8744,1,0.95161,0.97697,0.8214,0.72123,0.46119,1.01505,0.000911,0.000911,0.000911
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57,480.569,0.71539,0.51707,0.86088,0.99823,0.95745,0.9781,0.83103,0.70299,0.46113,1.00601,0.0008912,0.0008912,0.0008912
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58,487.524,0.67848,0.51332,0.87617,0.99823,0.95745,0.9781,0.83103,0.70299,0.46113,1.00601,0.0008714,0.0008714,0.0008714
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59,494.487,0.75964,0.50496,0.87115,0.99823,0.95745,0.9781,0.83103,0.70299,0.46113,1.00601,0.0008516,0.0008516,0.0008516
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|
60,501.508,0.7562,0.53104,0.90018,1,0.95255,0.97847,0.84478,0.70646,0.45664,1.00404,0.0008318,0.0008318,0.0008318
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|
61,508.47,0.64516,0.49596,0.83724,1,0.95255,0.97847,0.84478,0.70646,0.45664,1.00404,0.000812,0.000812,0.000812
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|
62,515.355,0.74277,0.46382,0.91008,1,0.95255,0.97847,0.84478,0.70646,0.45664,1.00404,0.0007922,0.0007922,0.0007922
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63,522.272,0.67324,0.47101,0.91204,1,0.95284,0.97909,0.84146,0.70837,0.45882,1.00294,0.0007724,0.0007724,0.0007724
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64,529.232,0.74781,0.5243,0.95031,1,0.95284,0.97909,0.84146,0.70837,0.45882,1.00294,0.0007526,0.0007526,0.0007526
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65,536.165,0.61743,0.45203,0.86371,0.97162,0.95745,0.97946,0.84115,0.71462,0.45658,1.00647,0.0007328,0.0007328,0.0007328
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66,543.991,0.71992,0.47095,0.88408,0.97162,0.95745,0.97946,0.84115,0.71462,0.45658,1.00647,0.000713,0.000713,0.000713
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67,557.603,0.7744,0.53847,0.91985,0.97162,0.95745,0.97946,0.84115,0.71462,0.45658,1.00647,0.0006932,0.0006932,0.0006932
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68,567.209,0.60403,0.46667,0.87803,1,0.95161,0.9809,0.84227,0.70377,0.44955,1.00578,0.0006734,0.0006734,0.0006734
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69,574.6,0.73263,0.53092,0.88304,1,0.95161,0.9809,0.84227,0.70377,0.44955,1.00578,0.0006536,0.0006536,0.0006536
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70,581.492,0.59546,0.41799,0.83985,1,0.95161,0.9809,0.84227,0.70377,0.44955,1.00578,0.0006338,0.0006338,0.0006338
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71,588.407,0.56452,0.4604,0.85643,1,0.95084,0.98115,0.85285,0.69866,0.4426,1.00484,0.000614,0.000614,0.000614
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72,595.537,0.65861,0.48503,0.86583,1,0.95084,0.98115,0.85285,0.69866,0.4426,1.00484,0.0005942,0.0005942,0.0005942
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73,602.817,0.62082,0.47256,0.87628,1,0.95325,0.98141,0.86035,0.71151,0.44252,1.00846,0.0005744,0.0005744,0.0005744
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|
74,609.831,0.7323,0.48117,0.83405,1,0.95325,0.98141,0.86035,0.71151,0.44252,1.00846,0.0005546,0.0005546,0.0005546
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75,616.769,0.62003,0.46688,0.86447,1,0.95325,0.98141,0.86035,0.71151,0.44252,1.00846,0.0005348,0.0005348,0.0005348
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|
76,623.743,0.61833,0.44657,0.84933,1,0.95454,0.98178,0.85258,0.73516,0.45188,1.01552,0.000515,0.000515,0.000515
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|
77,630.676,0.67269,0.45762,0.90748,1,0.95454,0.98178,0.85258,0.73516,0.45188,1.01552,0.0004952,0.0004952,0.0004952
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78,637.574,0.72824,0.4894,0.89513,1,0.95454,0.98178,0.85258,0.73516,0.45188,1.01552,0.0004754,0.0004754,0.0004754
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|
79,644.561,0.69261,0.46224,0.87385,1,0.9561,0.98254,0.84663,0.76009,0.45704,1.02515,0.0004556,0.0004556,0.0004556
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|
80,651.596,0.57778,0.44795,0.82494,1,0.9561,0.98254,0.84663,0.76009,0.45704,1.02515,0.0004358,0.0004358,0.0004358
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|
81,658.727,0.54597,0.41587,0.90311,1,0.95555,0.98254,0.83214,0.78175,0.45756,1.03006,0.000416,0.000416,0.000416
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|
82,665.81,0.59482,0.42393,0.84776,1,0.95555,0.98254,0.83214,0.78175,0.45756,1.03006,0.0003962,0.0003962,0.0003962
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|
83,672.867,0.62783,0.42748,0.78693,1,0.95555,0.98254,0.83214,0.78175,0.45756,1.03006,0.0003764,0.0003764,0.0003764
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|
84,679.989,0.61148,0.45573,0.90907,1,0.95071,0.9822,0.8217,0.79369,0.45374,1.03059,0.0003566,0.0003566,0.0003566
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|
85,687.136,0.4667,0.35935,0.83128,1,0.95071,0.9822,0.8217,0.79369,0.45374,1.03059,0.0003368,0.0003368,0.0003368
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|
86,694.254,0.5769,0.43019,0.82132,1,0.95071,0.9822,0.8217,0.79369,0.45374,1.03059,0.000317,0.000317,0.000317
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|
87,701.213,0.68288,0.46579,0.86345,1,0.94927,0.98182,0.81578,0.79518,0.44775,1.02581,0.0002972,0.0002972,0.0002972
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|
88,708.131,0.57223,0.41781,0.87462,1,0.94927,0.98182,0.81578,0.79518,0.44775,1.02581,0.0002774,0.0002774,0.0002774
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|
89,715.134,0.50767,0.39312,0.81386,1,0.94835,0.98161,0.81004,0.7902,0.44831,1.0204,0.0002576,0.0002576,0.0002576
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|
90,722.388,0.43602,0.36527,0.84269,1,0.94835,0.98161,0.81004,0.7902,0.44831,1.0204,0.0002378,0.0002378,0.0002378
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|
91,730.101,0.57163,0.40263,0.79787,1,0.94835,0.98161,0.81004,0.7902,0.44831,1.0204,0.000218,0.000218,0.000218
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|
92,738.003,0.49167,0.37727,0.74126,0.98532,0.93617,0.98097,0.80921,0.80017,0.45399,1.02002,0.0001982,0.0001982,0.0001982
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|
93,746.097,0.57529,0.35957,0.81114,0.98532,0.93617,0.98097,0.80921,0.80017,0.45399,1.02002,0.0001784,0.0001784,0.0001784
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|
94,753.897,0.54845,0.38709,0.88162,0.98532,0.93617,0.98097,0.80921,0.80017,0.45399,1.02002,0.0001586,0.0001586,0.0001586
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|
95,761.745,0.46782,0.3863,0.79275,0.99826,0.93617,0.9796,0.80719,0.81068,0.45651,1.02056,0.0001388,0.0001388,0.0001388
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|
96,769.551,0.50454,0.37319,0.81969,0.99826,0.93617,0.9796,0.80719,0.81068,0.45651,1.02056,0.000119,0.000119,0.000119
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|
97,777.175,0.42993,0.34901,0.84634,1,0.92937,0.97924,0.80633,0.81594,0.46386,1.02096,9.92e-05,9.92e-05,9.92e-05
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|
98,784.374,0.4945,0.36026,0.74592,1,0.92937,0.97924,0.80633,0.81594,0.46386,1.02096,7.94e-05,7.94e-05,7.94e-05
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|
99,791.271,0.44033,0.30951,0.75387,1,0.92937,0.97924,0.80633,0.81594,0.46386,1.02096,5.96e-05,5.96e-05,5.96e-05
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|
100,798.13,0.44401,0.33636,0.78403,0.95732,0.95445,0.97866,0.80073,0.81647,0.46615,1.02064,3.98e-05,3.98e-05,3.98e-05
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