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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1,19.4527,1.50622,3.06621,1.82119,0.00739,1,0.81038,0.43782,1.0531,3.58409,1.75107,0.00021671,0.00021671,0.00021671
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2,38.2131,1.30814,2.12766,1.65259,0.89842,0.4429,0.84164,0.48109,1.36293,3.28512,1.88436,0.000445634,0.000445634,0.000445634
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3,57.1135,1.33912,1.79987,1.56555,0.33777,0.8,0.41,0.22216,1.54757,3.51509,2.0416,0.000669937,0.000669937,0.000669937
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4,75.9001,1.33606,1.68832,1.64106,0.7183,0.6,0.63622,0.31588,1.96328,3.05733,2.68662,0.00088962,0.00088962,0.00088962
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5,94.4366,1.28769,1.47452,1.53003,0.51203,0.65,0.54414,0.21892,2.24499,3.079,3.4508,0.00110468,0.00110468,0.00110468
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6,112.817,1.33514,1.60471,1.59779,0.75464,0.7695,0.81165,0.36166,1.75737,2.69778,2.75704,0.00131512,0.00131512,0.00131512
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7,131.388,1.27382,1.5122,1.579,0.46031,0.55,0.51226,0.23982,1.75577,2.97902,2.46017,0.00152094,0.00152094,0.00152094
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8,150.091,1.3,1.51483,1.5564,0.62068,0.8,0.69205,0.30856,2.08767,3.42273,2.98634,0.00155148,0.00155148,0.00155148
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9,168.635,1.28838,1.3906,1.5227,0.87179,0.7,0.86472,0.35816,1.90661,3.42858,2.97377,0.00153497,0.00153497,0.00153497
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10,187.179,1.28631,1.40053,1.56096,0.384,0.45,0.31433,0.117,2.39343,5.88541,3.40295,0.00151847,0.00151847,0.00151847
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11,205.679,1.31941,1.31497,1.52531,0.43319,0.5,0.34609,0.1579,2.06891,4.2887,2.91802,0.00150197,0.00150197,0.00150197
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12,223.902,1.26692,1.32564,1.48238,0.74414,0.72774,0.79329,0.41752,1.85133,2.86895,2.61029,0.00148546,0.00148546,0.00148546
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13,242.307,1.2318,1.20385,1.46576,0.40257,0.9,0.49012,0.19363,2.06426,3.08583,3.05194,0.00146896,0.00146896,0.00146896
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14,260.608,1.26007,1.22143,1.49204,0.59759,0.75,0.67629,0.24486,2.24171,3.60861,3.34916,0.00145246,0.00145246,0.00145246
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15,278.967,1.31999,1.23944,1.51046,0.63498,0.9,0.70389,0.34015,1.7864,2.55493,2.46551,0.00143595,0.00143595,0.00143595
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16,297.28,1.23432,1.25684,1.52692,0.64275,0.8,0.76969,0.42665,1.69771,2.02239,2.40266,0.00141945,0.00141945,0.00141945
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17,315.713,1.25264,1.1384,1.46259,0.94157,0.95,0.98348,0.46062,1.93426,1.83738,2.69861,0.00140295,0.00140295,0.00140295
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18,334.122,1.20486,1.15287,1.49064,0.98578,0.95,0.98667,0.49696,1.81583,1.76384,2.43836,0.00138644,0.00138644,0.00138644
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19,352.556,1.13646,1.08599,1.41146,0.99216,0.95,0.98848,0.5161,1.6438,1.57417,2.29822,0.00136994,0.00136994,0.00136994
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20,370.968,1.11523,1.05727,1.43261,0.86595,0.95,0.95,0.48565,1.82048,1.78296,2.45736,0.00135344,0.00135344,0.00135344
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21,389.298,1.14566,1.02144,1.41319,0.8384,0.9,0.94135,0.50904,1.78767,1.6489,2.38238,0.00133693,0.00133693,0.00133693
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22,407.55,1.13107,0.99731,1.37716,0.81532,0.88345,0.93075,0.5139,1.72458,1.48676,2.45089,0.00132043,0.00132043,0.00132043
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23,426.899,1.14015,0.93836,1.40434,0.84981,0.9,0.95122,0.56706,1.54859,1.42863,2.27448,0.00130393,0.00130393,0.00130393
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24,445.947,1.14414,0.95948,1.42752,0.96991,0.95,0.97833,0.52835,1.57878,1.76464,2.25626,0.00128742,0.00128742,0.00128742
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25,464.245,1.07506,0.8724,1.32861,1,0.92067,0.98071,0.58323,1.50391,1.5323,2.08854,0.00127092,0.00127092,0.00127092
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26,482.879,1.17703,0.96504,1.40853,0.93823,0.95,0.93553,0.56717,1.35244,1.54661,1.9091,0.00125442,0.00125442,0.00125442
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27,501.433,1.08157,0.85164,1.3428,0.93106,0.95,0.93849,0.56865,1.36501,1.3195,1.8783,0.00123791,0.00123791,0.00123791
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28,520.041,1.07275,0.92926,1.38703,0.95207,0.9934,0.99262,0.60301,1.4458,1.19659,1.97437,0.00122141,0.00122141,0.00122141
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29,538.524,1.05901,0.84334,1.28962,0.89346,0.95,0.97548,0.58906,1.46361,1.24332,2.05774,0.00120491,0.00120491,0.00120491
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30,556.99,1.0365,0.85912,1.34805,0.8929,1,0.96799,0.55551,1.72381,1.21195,2.2435,0.0011884,0.0011884,0.0011884
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31,575.38,1.04875,0.8547,1.29579,0.95191,0.99012,0.99024,0.57378,1.55319,1.14895,2.15512,0.0011719,0.0011719,0.0011719
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32,593.637,1.02169,0.81671,1.34895,0.99154,0.95,0.98848,0.58154,1.53519,1.02889,2.04799,0.0011554,0.0011554,0.0011554
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33,611.767,0.99539,0.81085,1.36046,0.95218,0.99587,0.99262,0.58576,1.42798,1.03634,1.88639,0.00113889,0.00113889,0.00113889
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34,629.925,0.96106,0.77747,1.2686,0.95213,0.99474,0.99262,0.54915,1.47195,0.9531,1.97216,0.00112239,0.00112239,0.00112239
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35,647.962,0.99678,0.79545,1.3263,0.95222,0.99672,0.99262,0.5672,1.53753,0.96164,2.01766,0.00110589,0.00110589,0.00110589
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36,666.23,0.99318,0.79864,1.32505,0.99374,1,0.995,0.59077,1.43523,0.98353,1.88454,0.00108938,0.00108938,0.00108938
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37,685.256,0.9491,0.76441,1.26177,0.99069,1,0.995,0.57335,1.64409,0.98037,2.20437,0.00107288,0.00107288,0.00107288
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38,703.764,0.9985,0.75524,1.25896,0.95211,1,0.995,0.59883,1.5173,0.9439,2.12955,0.00105638,0.00105638,0.00105638
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39,722.516,0.93423,0.73438,1.25413,0.94846,1,0.99024,0.61252,1.4498,0.90377,2.06222,0.00103987,0.00103987,0.00103987
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40,741.329,0.89082,0.72345,1.24326,1,0.9924,0.995,0.56837,1.52239,0.87811,2.17843,0.00102337,0.00102337,0.00102337
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41,760.305,0.84544,0.71139,1.20691,0.99527,0.95,0.99045,0.51762,1.61044,0.9546,2.30559,0.00100687,0.00100687,0.00100687
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42,779.197,0.89223,0.68051,1.18898,0.94582,0.95,0.98795,0.53552,1.67657,1.00722,2.39174,0.000990365,0.000990365,0.000990365
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43,797.907,0.89783,0.69895,1.22013,0.94864,1,0.99262,0.57739,1.60854,0.92138,2.32179,0.000973861,0.000973861,0.000973861
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44,816.745,0.88851,0.63667,1.24976,0.97567,1,0.995,0.55957,1.56941,0.91972,2.20126,0.000957358,0.000957358,0.000957358
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45,835.628,0.90528,0.71595,1.23675,0.9931,1,0.995,0.56436,1.49529,0.93045,2.13691,0.000940855,0.000940855,0.000940855
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46,854.011,0.95266,0.67712,1.28881,0.99199,1,0.995,0.53197,1.65524,0.90264,2.38918,0.000924352,0.000924352,0.000924352
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47,872.264,0.97044,0.71002,1.22987,0.993,1,0.995,0.52345,1.75334,0.91286,2.54802,0.000907848,0.000907848,0.000907848
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48,890.636,0.88265,0.65412,1.23888,0.9992,1,0.995,0.60579,1.57644,0.83806,2.21825,0.000891345,0.000891345,0.000891345
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49,909.049,0.85124,0.6539,1.2145,1,0.9881,0.995,0.57079,1.56921,0.8176,2.16695,0.000874842,0.000874842,0.000874842
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50,927.455,0.80936,0.60961,1.188,0.99463,1,0.995,0.55885,1.52906,0.76818,2.12746,0.000858338,0.000858338,0.000858338
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51,945.851,0.82941,0.62238,1.22623,0.99545,1,0.995,0.59772,1.46793,0.77055,2.09189,0.000841835,0.000841835,0.000841835
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52,963.956,0.84832,0.61326,1.21363,0.99595,1,0.995,0.54706,1.63078,0.82034,2.27453,0.000825332,0.000825332,0.000825332
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53,982.147,0.82863,0.61318,1.20178,0.99535,1,0.995,0.51529,1.7787,0.83495,2.45303,0.000808828,0.000808828,0.000808828
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54,1000.4,0.80997,0.60531,1.16068,0.99488,1,0.995,0.55336,1.6539,0.82106,2.40669,0.000792325,0.000792325,0.000792325
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55,1018.79,0.83826,0.62814,1.17741,0.99546,1,0.995,0.54561,1.5755,0.75704,2.38059,0.000775822,0.000775822,0.000775822
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56,1037.37,0.77263,0.6021,1.18852,0.99679,1,0.995,0.5508,1.66944,0.74434,2.4909,0.000759318,0.000759318,0.000759318
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57,1055.8,0.81799,0.63313,1.17613,0.99758,1,0.995,0.54805,1.68848,0.78142,2.53662,0.000742815,0.000742815,0.000742815
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58,1074.16,0.82529,0.6096,1.16387,0.99593,1,0.995,0.56807,1.58722,0.73685,2.37344,0.000726312,0.000726312,0.000726312
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59,1092.48,0.79463,0.5882,1.15112,0.99538,1,0.995,0.56791,1.57418,0.73712,2.35336,0.000709809,0.000709809,0.000709809
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60,1110.77,0.72301,0.58629,1.16639,0.99604,1,0.995,0.55932,1.55607,0.73365,2.31784,0.000693305,0.000693305,0.000693305
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61,1129.02,0.7863,0.55614,1.15695,0.99668,1,0.995,0.5924,1.44994,0.70566,2.22553,0.000676802,0.000676802,0.000676802
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62,1147.71,0.81338,0.59114,1.14833,0.99706,1,0.995,0.59176,1.50372,0.7431,2.30685,0.000660299,0.000660299,0.000660299
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|
63,1166.21,0.75578,0.55895,1.15905,0.99738,1,0.995,0.5775,1.49664,0.71735,2.2695,0.000643795,0.000643795,0.000643795
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64,1184.57,0.77737,0.57459,1.17613,0.99552,1,0.995,0.58439,1.49901,0.73316,2.23394,0.000627292,0.000627292,0.000627292
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65,1203.04,0.71529,0.52511,1.13432,0.99851,1,0.995,0.57427,1.56915,0.73812,2.3448,0.000610789,0.000610789,0.000610789
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66,1221.48,0.70408,0.55974,1.11699,0.99703,1,0.995,0.58938,1.52443,0.7462,2.35857,0.000594286,0.000594286,0.000594286
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67,1240.31,0.7779,0.61151,1.22407,0.99475,1,0.995,0.58799,1.53428,0.74882,2.37471,0.000577782,0.000577782,0.000577782
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68,1258.62,0.71248,0.54454,1.14081,0.99923,1,0.995,0.59024,1.58176,0.73125,2.37372,0.000561279,0.000561279,0.000561279
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69,1277.38,0.7101,0.52352,1.11026,0.96635,1,0.995,0.57408,1.57541,0.69973,2.35729,0.000544776,0.000544776,0.000544776
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70,1295.75,0.65127,0.47084,1.06343,0.99251,1,0.995,0.56694,1.56071,0.73224,2.33306,0.000528272,0.000528272,0.000528272
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71,1314.12,0.66872,0.50531,1.09289,0.99574,1,0.995,0.55721,1.60304,0.73322,2.3709,0.000511769,0.000511769,0.000511769
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72,1332.86,0.72758,0.55488,1.14218,0.99399,1,0.995,0.58737,1.53201,0.70832,2.29891,0.000495266,0.000495266,0.000495266
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73,1351.32,0.68976,0.49831,1.10719,0.99684,1,0.995,0.58397,1.48312,0.6619,2.29763,0.000478762,0.000478762,0.000478762
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74,1369.76,0.64391,0.49946,1.08777,0.99551,1,0.995,0.56574,1.59885,0.6752,2.4091,0.000462259,0.000462259,0.000462259
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75,1388.24,0.71438,0.5227,1.09545,0.99626,1,0.995,0.57351,1.58355,0.68748,2.42624,0.000445756,0.000445756,0.000445756
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76,1406.76,0.62377,0.48061,1.0571,0.99709,1,0.995,0.60301,1.49056,0.66739,2.38923,0.000429253,0.000429253,0.000429253
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77,1425.08,0.64098,0.47022,1.087,0.99717,1,0.995,0.60261,1.46821,0.65038,2.42726,0.000412749,0.000412749,0.000412749
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78,1443.45,0.59678,0.4706,1.06143,0.99719,1,0.995,0.5988,1.52509,0.66848,2.49382,0.000396246,0.000396246,0.000396246
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79,1462.63,0.56289,0.43027,1.03205,0.99726,1,0.995,0.6138,1.50903,0.6731,2.49001,0.000379743,0.000379743,0.000379743
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80,1481.65,0.62635,0.4423,1.0686,0.99765,1,0.995,0.60162,1.42973,0.65327,2.44145,0.000363239,0.000363239,0.000363239
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|
81,1500.28,0.63665,0.48538,1.0881,0.99809,1,0.995,0.60607,1.45474,0.63829,2.47066,0.000346736,0.000346736,0.000346736
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|
82,1518.37,0.59977,0.46319,1.06382,0.99777,1,0.995,0.60051,1.49513,0.639,2.52263,0.000330233,0.000330233,0.000330233
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|
83,1536.57,0.59835,0.4424,1.088,0.99749,1,0.995,0.57759,1.48494,0.64223,2.5409,0.000313729,0.000313729,0.000313729
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|
84,1554.68,0.58341,0.4444,1.07267,0.99711,1,0.995,0.56868,1.50216,0.61779,2.56521,0.000297226,0.000297226,0.000297226
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|
85,1572.83,0.55117,0.44152,1.03351,0.99704,1,0.995,0.56412,1.53651,0.62315,2.58308,0.000280723,0.000280723,0.000280723
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|
86,1590.99,0.59363,0.44329,1.06337,0.99705,1,0.995,0.57433,1.58202,0.6465,2.64332,0.00026422,0.00026422,0.00026422
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|
87,1609.13,0.59944,0.44978,1.04264,0.99709,1,0.995,0.57735,1.58956,0.65926,2.64238,0.000247716,0.000247716,0.000247716
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|
88,1627.9,0.56857,0.44911,1.04478,0.99716,1,0.995,0.57001,1.56703,0.65515,2.62296,0.000231213,0.000231213,0.000231213
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|
89,1646.49,0.55287,0.40648,1.03952,0.99717,1,0.995,0.58785,1.53852,0.65389,2.58799,0.00021471,0.00021471,0.00021471
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|
90,1664.63,0.5589,0.43897,1.02838,0.99728,1,0.995,0.58154,1.55034,0.65399,2.58897,0.000198206,0.000198206,0.000198206
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|
91,1682.57,0.55888,0.68363,1.13744,0.99724,1,0.995,0.58066,1.55252,0.65701,2.59571,0.000181703,0.000181703,0.000181703
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|
92,1701.02,0.4591,0.52971,0.99774,0.99717,1,0.995,0.59592,1.52867,0.65325,2.60757,0.0001652,0.0001652,0.0001652
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|
93,1719.75,0.51238,0.51725,1.06358,0.99714,1,0.995,0.58289,1.5086,0.64762,2.65313,0.000148696,0.000148696,0.000148696
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|
94,1738.32,0.45103,0.48758,1.00923,0.99715,1,0.995,0.58834,1.50259,0.63976,2.66131,0.000132193,0.000132193,0.000132193
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95,1756.91,0.44254,0.46806,0.98103,0.99718,1,0.995,0.58559,1.50257,0.63228,2.65565,0.00011569,0.00011569,0.00011569
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96,1775.56,0.42886,0.48489,1.01502,0.99721,1,0.995,0.59751,1.51027,0.62516,2.65446,9.91865e-05,9.91865e-05,9.91865e-05
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|
97,1794.4,0.40637,0.4433,1.00175,0.99729,1,0.995,0.5893,1.50162,0.62455,2.65438,8.26832e-05,8.26832e-05,8.26832e-05
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|
98,1813.29,0.41241,0.42748,1.01739,0.99726,1,0.995,0.58769,1.47792,0.63681,2.64389,6.61799e-05,6.61799e-05,6.61799e-05
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|
99,1831.85,0.40347,0.4228,0.9804,0.99726,1,0.995,0.59336,1.4721,0.64111,2.63846,4.96766e-05,4.96766e-05,4.96766e-05
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|
100,1850.01,0.422,0.42847,0.97269,0.99727,1,0.995,0.58947,1.47083,0.64411,2.64788,3.31733e-05,3.31733e-05,3.31733e-05
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