fly6516
b42afef5d7
- 在 datasets/train/labels 和 datasets/valid/labels 目录下添加了多个标签文件 - 文件命名格式为 [数字]_jpeg.rf.[哈希值].txt -标签文件内容包含物体的类别和位置信息 - 新增 insulator 相关的标签文件和 XML 注释文件
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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1,20.9031,1.85732,5.41623,2.18964,0.00028,0.1875,0.0002,4e-05,3.50858,1427.91,3.36204,0.0803211,9.88889e-05,9.88889e-05
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2,37.208,1.91922,5.64644,2.23755,0,0,0,0,2.90079,16.2288,2.50946,0.0604191,0.00019691,0.00019691
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3,52.016,1.89736,5.70386,2.19159,0.53875,0.08333,0.10732,0.03387,2.50761,10.5686,2.23261,0.0405152,0.000292941,0.000292941
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4,66.9536,1.88706,5.67862,2.19347,0.01625,0.33012,0.04527,0.01385,1.9309,8.15228,1.89538,0.0206092,0.000386982,0.000386982
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5,82.1839,1.88294,5.70787,2.23187,0.28706,0.09217,0.10263,0.04018,1.63397,6.15005,1.61549,0.000701255,0.000479033,0.000479033
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6,96.8956,1.84841,5.55275,2.23652,0.53189,0.10417,0.03382,0.00821,1.81263,8.72142,1.87201,0.000475125,0.000475125,0.000475125
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7,111.869,1.79919,5.35744,2.08696,0.348,0.21642,0.25774,0.0996,1.44296,4.18672,1.46021,0.00047015,0.00047015,0.00047015
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8,127.836,1.84511,5.49395,2.15109,0.20668,0.14708,0.09012,0.03684,1.77098,16.0533,1.69021,0.000465175,0.000465175,0.000465175
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9,143.926,1.82561,5.35247,2.13569,0.41783,0.18335,0.14664,0.05148,1.68523,6.10364,1.60113,0.0004602,0.0004602,0.0004602
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10,159.295,1.80197,5.28872,2.12581,0.36152,0.1979,0.18486,0.06233,1.69299,5.18997,1.59597,0.000455225,0.000455225,0.000455225
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11,174.453,1.7999,5.31966,2.10933,0.29424,0.2813,0.24957,0.09182,1.55152,3.77845,1.49282,0.00045025,0.00045025,0.00045025
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12,189.404,1.80373,5.28038,2.1015,0.78895,0.24793,0.26597,0.10429,1.4677,3.64486,1.45654,0.000445275,0.000445275,0.000445275
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13,204.35,1.79944,5.34906,2.1064,0.33787,0.26627,0.26329,0.09539,1.52583,3.73405,1.49646,0.0004403,0.0004403,0.0004403
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14,219.08,1.77612,5.13249,2.06927,0.34513,0.23601,0.18389,0.06636,1.54106,5.2489,1.53311,0.000435325,0.000435325,0.000435325
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15,233.777,1.7549,5.00693,2.01729,0.3896,0.13526,0.15774,0.06032,1.53157,5.70901,1.55181,0.00043035,0.00043035,0.00043035
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16,248.357,1.72716,5.02348,2.06944,0.34224,0.06752,0.07841,0.02944,1.66553,7.40957,1.68848,0.000425375,0.000425375,0.000425375
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17,263.706,1.73009,4.8888,1.97564,0.83882,0.27695,0.31191,0.13981,1.37497,3.08783,1.36883,0.0004204,0.0004204,0.0004204
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18,279.209,1.71756,4.9633,2.01162,0.24096,0.28076,0.25161,0.07875,1.54757,3.69206,1.49605,0.000415425,0.000415425,0.000415425
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19,294.689,1.71267,5.06087,2.05399,0.32585,0.30846,0.31838,0.1188,1.45611,3.49408,1.43724,0.00041045,0.00041045,0.00041045
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20,309.652,1.72052,5.08173,2.01295,0.81818,0.26368,0.29297,0.12353,1.39469,3.30188,1.39799,0.000405475,0.000405475,0.000405475
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21,324.844,1.68501,4.85861,1.99159,0.35728,0.28939,0.33604,0.1366,1.39334,3.04095,1.38397,0.0004005,0.0004005,0.0004005
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22,339.876,1.66486,4.85488,1.96186,0.28873,0.32504,0.35851,0.13983,1.41823,3.09532,1.38559,0.000395525,0.000395525,0.000395525
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23,354.683,1.70001,4.80844,2.00574,0.40117,0.33333,0.38131,0.15441,1.38574,2.82665,1.35907,0.00039055,0.00039055,0.00039055
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24,370.09,1.68352,4.68422,1.9685,0.39177,0.31841,0.36005,0.14421,1.41161,3.20092,1.39452,0.000385575,0.000385575,0.000385575
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25,385.308,1.68047,4.86148,2.00464,0.78579,0.32007,0.2959,0.12708,1.38723,3.21966,1.39429,0.0003806,0.0003806,0.0003806
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26,400.738,1.65846,4.68576,1.96318,0.34363,0.34987,0.37221,0.15016,1.37804,2.96717,1.35594,0.000375625,0.000375625,0.000375625
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27,415.789,1.69826,4.66999,1.92974,0.40773,0.39915,0.36114,0.15082,1.35568,3.05743,1.36917,0.00037065,0.00037065,0.00037065
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28,430.76,1.68133,4.71583,1.95111,0.25233,0.32129,0.3154,0.12448,1.40045,3.30978,1.39417,0.000365675,0.000365675,0.000365675
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29,445.619,1.66254,4.73472,1.98287,0.46231,0.3096,0.30444,0.12829,1.3484,3.80257,1.3785,0.0003607,0.0003607,0.0003607
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30,460.344,1.66915,4.68914,1.95192,0.43019,0.27612,0.36302,0.15457,1.32536,3.00708,1.33368,0.000355725,0.000355725,0.000355725
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31,475.132,1.62135,4.66134,1.91636,0.88021,0.31847,0.36963,0.14766,1.36869,2.89132,1.35356,0.00035075,0.00035075,0.00035075
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32,489.916,1.62776,4.44057,1.87149,0.66765,0.35546,0.40471,0.13917,1.45025,2.92645,1.42044,0.000345775,0.000345775,0.000345775
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33,504.734,1.64337,4.62375,1.90769,0.33652,0.49979,0.37581,0.14206,1.40152,2.85836,1.38099,0.0003408,0.0003408,0.0003408
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34,520.266,1.64339,4.54613,1.92043,0.46237,0.47481,0.43646,0.18325,1.32523,2.66153,1.33194,0.000335825,0.000335825,0.000335825
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35,535.944,1.6071,4.40484,1.89013,0.45289,0.42009,0.36907,0.1317,1.4411,2.99259,1.41445,0.00033085,0.00033085,0.00033085
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36,551.492,1.55761,4.26874,1.8337,0.41176,0.4091,0.38916,0.15056,1.40412,3.06919,1.38446,0.000325875,0.000325875,0.000325875
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37,566.698,1.60335,4.39769,1.87231,0.43497,0.39939,0.34524,0.10821,1.52164,3.00875,1.46779,0.0003209,0.0003209,0.0003209
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38,582.025,1.60675,4.37693,1.90105,0.41765,0.42646,0.39586,0.14935,1.38079,2.79053,1.37243,0.000315925,0.000315925,0.000315925
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39,597.328,1.61407,4.36531,1.84456,0.42683,0.429,0.40553,0.16669,1.3239,2.67744,1.3284,0.00031095,0.00031095,0.00031095
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40,612.957,1.58727,4.33518,1.81837,0.44489,0.39065,0.41515,0.18084,1.26828,3.22417,1.29887,0.000305975,0.000305975,0.000305975
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41,628.185,1.55788,4.29596,1.86735,0.40158,0.51376,0.43978,0.15903,1.40405,2.57824,1.37002,0.000301,0.000301,0.000301
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42,643.623,1.59306,4.37856,1.88859,0.38983,0.45398,0.43765,0.15064,1.46257,2.64881,1.42613,0.000296025,0.000296025,0.000296025
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43,659.065,1.57308,4.29279,1.84056,0.42921,0.52799,0.46598,0.17176,1.34075,2.59403,1.33157,0.00029105,0.00029105,0.00029105
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44,673.842,1.56554,4.31103,1.87097,0.42223,0.33762,0.40314,0.18893,1.22961,2.65172,1.26463,0.000286075,0.000286075,0.000286075
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45,688.677,1.58016,4.36265,1.87791,0.42543,0.46855,0.4368,0.19701,1.26726,2.39241,1.28813,0.0002811,0.0002811,0.0002811
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46,703.559,1.58454,4.26904,1.85995,0.52542,0.38568,0.43306,0.19185,1.27271,2.4519,1.2964,0.000276125,0.000276125,0.000276125
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47,718.372,1.52344,4.23941,1.81953,0.41817,0.46714,0.43293,0.18177,1.33182,2.44139,1.34477,0.00027115,0.00027115,0.00027115
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48,732.98,1.55242,4.09252,1.82664,0.46504,0.49648,0.42225,0.16555,1.39726,2.47384,1.38462,0.000266175,0.000266175,0.000266175
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49,748.282,1.57466,4.18773,1.82305,0.40917,0.43636,0.4425,0.2013,1.27316,2.42572,1.28844,0.0002612,0.0002612,0.0002612
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50,763.945,1.57359,4.14271,1.85948,0.45349,0.46403,0.43367,0.19397,1.28805,2.46614,1.3045,0.000256225,0.000256225,0.000256225
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51,779.248,1.55911,4.28862,1.83678,0.38761,0.47471,0.39942,0.12256,1.52567,2.67294,1.46254,0.00025125,0.00025125,0.00025125
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52,794.776,1.54826,4.14102,1.82584,0.4322,0.48466,0.45381,0.2097,1.23024,2.31253,1.26594,0.000246275,0.000246275,0.000246275
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53,809.76,1.55287,4.1604,1.8434,0.47713,0.47378,0.45504,0.22507,1.19314,2.31254,1.24104,0.0002413,0.0002413,0.0002413
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54,824.672,1.51378,4.03901,1.78627,0.4553,0.55156,0.50664,0.2302,1.20766,2.28725,1.25156,0.000236325,0.000236325,0.000236325
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55,839.819,1.57011,4.19093,1.84509,0.42034,0.45056,0.42171,0.1403,1.47903,2.49217,1.43259,0.00023135,0.00023135,0.00023135
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56,855.319,1.54254,4.03851,1.7992,0.45719,0.50176,0.49398,0.22774,1.21953,2.37042,1.26363,0.000226375,0.000226375,0.000226375
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57,870.86,1.5385,3.9878,1.74493,0.57762,0.49109,0.50584,0.22942,1.21867,2.30789,1.25558,0.0002214,0.0002214,0.0002214
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58,886.328,1.53169,4.09093,1.79697,0.45155,0.58282,0.52051,0.21874,1.262,2.35311,1.28616,0.000216425,0.000216425,0.000216425
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59,901.595,1.53581,4.17278,1.80445,0.4671,0.41054,0.40208,0.1909,1.22885,3.78254,1.27523,0.00021145,0.00021145,0.00021145
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60,916.543,1.52964,4.06668,1.77978,0.55115,0.48704,0.47331,0.21561,1.25246,2.31798,1.28571,0.000206475,0.000206475,0.000206475
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61,931.58,1.53931,4.01901,1.79475,0.50163,0.46061,0.47434,0.18221,1.33772,2.49518,1.33681,0.0002015,0.0002015,0.0002015
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62,946.499,1.53921,4.1108,1.78793,0.54407,0.48371,0.50137,0.22669,1.23617,2.22788,1.25988,0.000196525,0.000196525,0.000196525
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63,961.245,1.52647,4.15409,1.84509,0.54149,0.50342,0.51891,0.24536,1.18596,2.25017,1.23242,0.00019155,0.00019155,0.00019155
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64,975.867,1.48841,3.98458,1.74746,0.51317,0.56291,0.51017,0.19165,1.33032,2.39664,1.3345,0.000186575,0.000186575,0.000186575
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65,991.11,1.51721,3.91565,1.74819,0.62904,0.5113,0.52593,0.2255,1.22623,2.20256,1.27038,0.0001816,0.0001816,0.0001816
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66,1006.65,1.53064,3.99108,1.79839,0.51843,0.53959,0.50558,0.2234,1.2525,2.20931,1.28126,0.000176625,0.000176625,0.000176625
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67,1022.33,1.53307,3.97534,1.78838,0.44634,0.54758,0.49384,0.22389,1.2337,2.27165,1.26725,0.00017165,0.00017165,0.00017165
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68,1037.7,1.50601,3.91136,1.70529,0.57081,0.49544,0.5088,0.24042,1.20042,2.1631,1.24003,0.000166675,0.000166675,0.000166675
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69,1053.39,1.49736,3.98045,1.77354,0.57012,0.51803,0.52059,0.22819,1.24123,2.3788,1.27345,0.0001617,0.0001617,0.0001617
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70,1068.57,1.49793,3.90015,1.74638,0.52628,0.49793,0.49338,0.20901,1.24947,2.25984,1.28154,0.000156725,0.000156725,0.000156725
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71,1083.99,1.51273,3.95465,1.7318,0.45834,0.48041,0.4858,0.21937,1.21088,2.19968,1.25776,0.00015175,0.00015175,0.00015175
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72,1099.24,1.48126,3.89177,1.76814,0.62939,0.5512,0.54479,0.24969,1.20301,2.12751,1.2482,0.000146775,0.000146775,0.000146775
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73,1114.37,1.44756,3.74724,1.74121,0.56502,0.55513,0.51634,0.23595,1.20541,2.13153,1.24643,0.0001418,0.0001418,0.0001418
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74,1129.52,1.4569,3.7524,1.71907,0.51932,0.60282,0.5387,0.23747,1.23113,2.13686,1.26009,0.000136825,0.000136825,0.000136825
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75,1144.2,1.48256,3.69424,1.73757,0.53771,0.55037,0.55211,0.24367,1.19007,2.12883,1.24165,0.00013185,0.00013185,0.00013185
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76,1158.99,1.49235,3.89855,1.73348,0.64567,0.48137,0.50304,0.19829,1.34697,2.32443,1.33626,0.000126875,0.000126875,0.000126875
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77,1173.96,1.4743,3.77563,1.71036,0.56113,0.59453,0.55733,0.25527,1.1803,2.11217,1.23509,0.0001219,0.0001219,0.0001219
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78,1188.86,1.46755,3.70189,1.69879,0.59343,0.53173,0.51326,0.20066,1.32542,2.39357,1.32804,0.000116925,0.000116925,0.000116925
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79,1203.48,1.45832,3.62849,1.72183,0.51578,0.57121,0.52522,0.25088,1.17279,2.06585,1.23594,0.00011195,0.00011195,0.00011195
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80,1218.09,1.5029,3.81456,1.77193,0.5521,0.5454,0.53104,0.23055,1.2558,2.1422,1.28417,0.000106975,0.000106975,0.000106975
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81,1233.45,1.45451,3.63023,1.72639,0.64594,0.49824,0.53163,0.25973,1.17987,2.07556,1.23853,0.000102,0.000102,0.000102
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82,1249.02,1.45786,3.633,1.73163,0.67539,0.50798,0.54509,0.24137,1.24674,2.09644,1.27781,9.7025e-05,9.7025e-05,9.7025e-05
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83,1264.52,1.46976,3.71844,1.74624,0.63323,0.53959,0.55134,0.26641,1.14462,2.06136,1.2068,9.205e-05,9.205e-05,9.205e-05
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84,1280.11,1.48407,3.7352,1.74086,0.61257,0.50715,0.52729,0.19483,1.39585,2.24065,1.37263,8.7075e-05,8.7075e-05,8.7075e-05
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85,1294.92,1.41105,3.61211,1.69336,0.62006,0.60199,0.58527,0.26545,1.16255,1.96052,1.22414,8.21e-05,8.21e-05,8.21e-05
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86,1309.93,1.46116,3.6495,1.72351,0.61477,0.57857,0.57667,0.25418,1.20143,1.94849,1.24675,7.7125e-05,7.7125e-05,7.7125e-05
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87,1325.17,1.4607,3.60073,1.69817,0.67941,0.53007,0.58652,0.25609,1.19671,1.96968,1.2453,7.215e-05,7.215e-05,7.215e-05
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88,1340.54,1.44338,3.66975,1.71591,0.57506,0.54125,0.52854,0.21988,1.25478,2.11051,1.29226,6.7175e-05,6.7175e-05,6.7175e-05
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89,1356.08,1.42412,3.66677,1.6978,0.5931,0.58696,0.57555,0.25491,1.16751,1.97696,1.23379,6.22e-05,6.22e-05,6.22e-05
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90,1371.82,1.4233,3.62655,1.70967,0.78663,0.50124,0.57387,0.26976,1.14487,1.92142,1.2136,5.7225e-05,5.7225e-05,5.7225e-05
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91,1401.14,1.23444,2.71649,1.53699,0.57032,0.59038,0.54722,0.2202,1.27423,2.08696,1.30015,5.225e-05,5.225e-05,5.225e-05
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92,1416.1,1.22894,2.71862,1.51372,0.59111,0.56291,0.54681,0.26752,1.12446,1.94604,1.2051,4.7275e-05,4.7275e-05,4.7275e-05
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93,1430.93,1.22749,2.59271,1.52128,0.53236,0.60439,0.52133,0.23164,1.24836,1.99373,1.28187,4.23e-05,4.23e-05,4.23e-05
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94,1445.51,1.21699,2.5453,1.50001,0.73733,0.55455,0.58361,0.27114,1.15527,1.88512,1.22187,3.7325e-05,3.7325e-05,3.7325e-05
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|
95,1460.02,1.22429,2.58968,1.49607,0.64364,0.56623,0.55513,0.26697,1.15939,1.87982,1.22345,3.235e-05,3.235e-05,3.235e-05
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96,1475.26,1.21309,2.532,1.53156,0.63385,0.5679,0.55274,0.26467,1.17114,1.88002,1.23158,2.7375e-05,2.7375e-05,2.7375e-05
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|
97,1490.69,1.23125,2.46996,1.52253,0.63888,0.54639,0.55789,0.27248,1.14487,1.83816,1.21289,2.24e-05,2.24e-05,2.24e-05
|
|
98,1506.14,1.21163,2.46241,1.508,0.67618,0.56631,0.57487,0.26263,1.19344,1.88572,1.24129,1.7425e-05,1.7425e-05,1.7425e-05
|
|
99,1521.61,1.20848,2.46764,1.51242,0.62614,0.54871,0.56122,0.25596,1.21127,1.88891,1.25141,1.245e-05,1.245e-05,1.245e-05
|
|
100,1536.42,1.24384,2.49351,1.52475,0.62305,0.54871,0.56384,0.26969,1.17081,1.84734,1.22758,7.475e-06,7.475e-06,7.475e-06
|