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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1,18.1402,0.47944,0.46133,0.88836,0.99875,0.97872,0.97506,0.93418,0.32994,0.37608,0.83179,0.00016,0.00016,0.00016
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2,34.4057,0.42425,0.433,0.84861,0.99867,0.97872,0.97506,0.91668,0.4889,0.46994,0.89762,0.000336634,0.000336634,0.000336634
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3,51.4111,0.48259,0.46686,0.87727,0.99824,0.97872,0.97506,0.92277,0.4984,0.54687,0.92823,0.000509704,0.000509704,0.000509704
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4,67.6072,0.5287,0.46914,0.9081,0.99782,0.97872,0.97506,0.90932,0.53824,0.54679,0.97311,0.00067921,0.00067921,0.00067921
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5,84.1435,0.52487,0.49027,0.8793,0.99822,0.97872,0.97506,0.89412,0.52647,0.54711,0.94022,0.000845152,0.000845152,0.000845152
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6,101.475,0.54726,0.47999,0.87693,0.99746,0.97872,0.97506,0.90939,0.50964,0.51196,0.93782,0.00100753,0.00100753,0.00100753
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7,119.005,0.61025,0.52406,0.9069,0.99845,0.97872,0.97507,0.87756,0.46562,0.46824,0.87736,0.00116634,0.00116634,0.00116634
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8,135.26,0.57393,0.50446,0.86853,0.99874,0.97872,0.9751,0.88243,0.47807,0.47323,0.89177,0.00132159,0.00132159,0.00132159
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9,151.389,0.68109,0.53546,0.94177,0.99954,0.97872,0.9751,0.86055,0.57229,0.51387,0.96417,0.00147328,0.00147328,0.00147328
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10,168.346,0.64458,0.56914,0.93388,1,0.97823,0.97511,0.85,0.63401,0.5844,1.00693,0.0016214,0.0016214,0.0016214
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11,188.254,0.67439,0.54934,0.95136,0.99822,0.97872,0.97515,0.87105,0.56406,0.51572,0.92047,0.00176596,0.00176596,0.00176596
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12,204.891,0.64582,0.5765,0.92677,0.99742,0.97872,0.97513,0.85512,0.56877,0.516,0.91833,0.0017822,0.0017822,0.0017822
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13,221.053,0.71372,0.58976,0.97184,1,0.96998,0.97509,0.84349,0.61375,0.57273,0.95111,0.0017624,0.0017624,0.0017624
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14,237.402,0.66266,0.53364,0.91875,0.98312,0.95745,0.97315,0.85566,0.55334,0.55951,0.90737,0.0017426,0.0017426,0.0017426
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15,253.542,0.67609,0.54589,0.9131,0.99474,0.95745,0.97364,0.87683,0.54353,0.5622,0.92293,0.0017228,0.0017228,0.0017228
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16,269.655,0.67408,0.55198,0.96384,1,0.97779,0.97533,0.86791,0.57366,0.58401,0.97147,0.001703,0.001703,0.001703
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17,285.706,0.60258,0.51294,0.92221,0.99906,0.97872,0.9755,0.87781,0.57575,0.53208,0.99593,0.0016832,0.0016832,0.0016832
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18,301.937,0.62963,0.52152,0.92802,0.99851,0.97872,0.97599,0.9003,0.53676,0.56549,0.98264,0.0016634,0.0016634,0.0016634
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19,318.072,0.6353,0.49809,0.87267,0.99795,0.97872,0.97633,0.85881,0.59663,0.52513,0.96931,0.0016436,0.0016436,0.0016436
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20,334.204,0.64565,0.50992,0.93722,0.99841,0.97872,0.976,0.88563,0.569,0.51221,0.97589,0.0016238,0.0016238,0.0016238
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21,350.327,0.66136,0.54824,0.89694,0.99821,0.97872,0.97584,0.8932,0.6197,0.5096,0.97214,0.001604,0.001604,0.001604
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22,366.757,0.68482,0.58508,0.91759,0.99812,0.97872,0.9757,0.84755,0.67075,0.58399,0.96921,0.0015842,0.0015842,0.0015842
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23,382.873,0.64606,0.51368,0.91513,0.99852,0.97872,0.97561,0.87689,0.58921,0.5877,0.95012,0.0015644,0.0015644,0.0015644
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24,399.005,0.64038,0.50967,0.90523,0.99856,0.97872,0.97545,0.9052,0.51041,0.56746,0.91622,0.0015446,0.0015446,0.0015446
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25,415.109,0.57252,0.48502,0.8637,0.99208,0.95745,0.97401,0.85197,0.59402,0.88397,0.97533,0.0015248,0.0015248,0.0015248
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26,431.348,0.61366,0.49977,0.93366,0.95512,0.90569,0.95071,0.74338,0.85488,1.71265,1.10987,0.001505,0.001505,0.001505
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27,447.968,0.588,0.4715,0.89766,0.95347,0.85106,0.90849,0.74192,0.69755,1.50149,1.02355,0.0014852,0.0014852,0.0014852
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28,465.87,0.57275,0.45098,0.87515,0.99828,0.97872,0.97532,0.89042,0.49141,0.52678,0.90583,0.0014654,0.0014654,0.0014654
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29,482.189,0.62638,0.48904,0.90502,0.99862,0.97872,0.9758,0.89756,0.52299,0.46477,0.92203,0.0014456,0.0014456,0.0014456
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30,498.318,0.61207,0.51108,0.89205,0.99863,0.97872,0.9762,0.92276,0.48474,0.45816,0.91051,0.0014258,0.0014258,0.0014258
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31,514.692,0.56932,0.49133,0.90687,0.99854,0.97872,0.97619,0.92568,0.44391,0.45135,0.91229,0.001406,0.001406,0.001406
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32,531.125,0.58525,0.49759,0.89818,0.99812,0.97872,0.97632,0.90106,0.48143,0.4472,0.93099,0.0013862,0.0013862,0.0013862
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33,548.116,0.5834,0.49776,0.90432,0.99786,0.97872,0.97665,0.89026,0.53956,0.47358,0.95164,0.0013664,0.0013664,0.0013664
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34,564.284,0.64415,0.49086,0.93242,0.998,0.97872,0.97681,0.8972,0.57296,0.45938,0.98087,0.0013466,0.0013466,0.0013466
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35,580.37,0.64409,0.5081,1.0013,0.99725,0.97872,0.97749,0.91464,0.49976,0.45699,0.93606,0.0013268,0.0013268,0.0013268
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36,596.551,0.54827,0.43719,0.87673,0.99711,0.97872,0.9775,0.89826,0.57072,0.41084,0.9792,0.001307,0.001307,0.001307
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37,612.809,0.54709,0.43885,0.92381,0.99681,0.97872,0.97675,0.88478,0.60792,0.4596,1.01831,0.0012872,0.0012872,0.0012872
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38,628.883,0.61291,0.46095,0.90508,0.99774,0.97872,0.97645,0.88316,0.55894,0.46607,1.03249,0.0012674,0.0012674,0.0012674
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39,645.048,0.57312,0.45284,0.89446,0.99818,0.97872,0.97598,0.87201,0.63671,0.41899,1.1235,0.0012476,0.0012476,0.0012476
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40,662.909,0.59912,0.4962,0.92173,0.97868,0.97656,0.97444,0.87074,0.64412,0.43902,1.13865,0.0012278,0.0012278,0.0012278
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41,685.141,0.58224,0.46871,0.89952,0.99709,0.97872,0.97582,0.88214,0.59172,0.41906,1.10472,0.001208,0.001208,0.001208
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42,707.505,0.59645,0.45865,0.9106,0.99816,0.97872,0.97614,0.88766,0.57541,0.4632,1.07784,0.0011882,0.0011882,0.0011882
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43,727.427,0.58362,0.44201,0.92456,0.99861,0.97872,0.97676,0.90513,0.52504,0.40016,0.96605,0.0011684,0.0011684,0.0011684
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44,747.972,0.53758,0.4217,0.8667,0.99844,0.97872,0.97685,0.90804,0.51381,0.44263,0.94994,0.0011486,0.0011486,0.0011486
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45,779.045,0.54425,0.42857,0.90426,0.99848,0.97872,0.97675,0.87523,0.51519,0.39502,0.91639,0.0011288,0.0011288,0.0011288
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46,796.203,0.5489,0.41032,0.88753,0.99853,0.97872,0.97747,0.89747,0.44171,0.36586,0.89044,0.001109,0.001109,0.001109
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47,812.951,0.57871,0.44336,0.89549,0.99779,0.97872,0.97752,0.8951,0.48708,0.38064,0.87861,0.0010892,0.0010892,0.0010892
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48,829.003,0.54845,0.41414,0.87947,0.99764,0.97872,0.9775,0.86656,0.49908,0.38051,0.86899,0.0010694,0.0010694,0.0010694
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49,845.668,0.55153,0.4215,0.86141,0.99827,0.97872,0.97815,0.87752,0.43296,0.36822,0.86006,0.0010496,0.0010496,0.0010496
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50,862.031,0.55533,0.41225,0.89161,0.99817,0.97872,0.97866,0.90998,0.44273,0.39424,0.87419,0.0010298,0.0010298,0.0010298
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51,878.631,0.54008,0.40844,0.86838,0.99838,0.97872,0.98019,0.92967,0.48604,0.38639,0.90801,0.00101,0.00101,0.00101
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52,897.193,0.56699,0.43313,0.90463,0.99852,0.97872,0.98041,0.92177,0.43492,0.3639,0.87145,0.0009902,0.0009902,0.0009902
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53,916.623,0.50864,0.41497,0.85323,0.99863,0.97872,0.98169,0.92254,0.37331,0.33323,0.84096,0.0009704,0.0009704,0.0009704
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54,933.987,0.52799,0.44167,0.88952,0.99867,0.97872,0.98229,0.9402,0.35068,0.32846,0.82673,0.0009506,0.0009506,0.0009506
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55,953.2,0.51184,0.38386,0.8495,0.99872,0.97872,0.98205,0.91803,0.37408,0.32643,0.83053,0.0009308,0.0009308,0.0009308
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56,971.796,0.52067,0.38354,0.85045,0.99862,0.97872,0.98142,0.9003,0.42678,0.33707,0.84691,0.000911,0.000911,0.000911
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57,989.698,0.511,0.41411,0.89768,0.99846,0.97872,0.98074,0.91355,0.40564,0.34127,0.85172,0.0008912,0.0008912,0.0008912
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|
58,1017.86,0.4908,0.41116,0.88702,0.99856,0.97872,0.98112,0.92068,0.40426,0.35966,0.84755,0.0008714,0.0008714,0.0008714
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59,1036.58,0.56514,0.41822,0.90872,0.99866,0.97872,0.98084,0.90167,0.45895,0.37725,0.87466,0.0008516,0.0008516,0.0008516
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|
60,1054.86,0.53422,0.41125,0.89401,0.99857,0.97872,0.97963,0.91716,0.44786,0.36432,0.88454,0.0008318,0.0008318,0.0008318
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|
61,1071.71,0.46392,0.34954,0.84513,0.99892,0.97872,0.97932,0.92682,0.41825,0.34707,0.86556,0.000812,0.000812,0.000812
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|
62,1088.96,0.52328,0.38443,0.89059,0.99891,0.97872,0.9784,0.92042,0.39242,0.32999,0.84684,0.0007922,0.0007922,0.0007922
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|
63,1107.59,0.50818,0.37645,0.89219,0.99891,0.97872,0.97721,0.93281,0.35708,0.32236,0.82576,0.0007724,0.0007724,0.0007724
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64,1126.57,0.48813,0.36618,0.86424,0.99891,0.97872,0.9761,0.91243,0.34426,0.32308,0.82122,0.0007526,0.0007526,0.0007526
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65,1142.82,0.45532,0.35061,0.87759,0.99883,0.97872,0.97586,0.91261,0.36316,0.31026,0.84208,0.0007328,0.0007328,0.0007328
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66,1159.35,0.46359,0.35559,0.8597,0.99875,0.97872,0.97617,0.92475,0.40385,0.32869,0.88485,0.000713,0.000713,0.000713
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|
67,1189.88,0.45464,0.34641,0.84837,0.99852,0.97872,0.97845,0.92003,0.42791,0.35336,0.92566,0.0006932,0.0006932,0.0006932
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|
68,1223.2,0.47531,0.3597,0.89926,0.99844,0.97872,0.97905,0.93073,0.41834,0.3546,0.92553,0.0006734,0.0006734,0.0006734
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|
69,1255.14,0.49986,0.37546,0.87739,0.9984,0.97872,0.97973,0.94226,0.40476,0.34059,0.90926,0.0006536,0.0006536,0.0006536
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|
70,1287.2,0.46296,0.36188,0.86538,0.99848,0.97872,0.97995,0.94666,0.38262,0.32842,0.88033,0.0006338,0.0006338,0.0006338
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|
71,1319.9,0.49623,0.36543,0.90021,0.99855,0.97872,0.98011,0.94726,0.35291,0.29502,0.84246,0.000614,0.000614,0.000614
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|
72,1352.2,0.43203,0.33428,0.81717,0.99859,0.97872,0.98032,0.94778,0.3231,0.28928,0.81209,0.0005942,0.0005942,0.0005942
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|
73,1384.49,0.47023,0.36035,0.85262,0.99864,0.97872,0.98059,0.95735,0.31104,0.29399,0.80566,0.0005744,0.0005744,0.0005744
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|
74,1416.26,0.46514,0.3546,0.85979,0.99865,0.97872,0.98032,0.94615,0.32747,0.3008,0.81299,0.0005546,0.0005546,0.0005546
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|
75,1448.09,0.45668,0.34178,0.84259,0.99865,0.97872,0.97973,0.94533,0.33532,0.29274,0.81742,0.0005348,0.0005348,0.0005348
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|
76,1481.04,0.47215,0.38434,0.87977,0.99863,0.97872,0.9796,0.94067,0.34211,0.29338,0.82438,0.000515,0.000515,0.000515
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|
77,1512.88,0.45453,0.37685,0.8768,0.99862,0.97872,0.97935,0.93639,0.34384,0.30578,0.83033,0.0004952,0.0004952,0.0004952
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|
78,1545.04,0.45003,0.34932,0.8275,0.99863,0.97872,0.97947,0.94829,0.35016,0.30961,0.83774,0.0004754,0.0004754,0.0004754
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|
79,1577.02,0.43199,0.33178,0.85264,0.99863,0.97872,0.9797,0.94548,0.35811,0.29918,0.8406,0.0004556,0.0004556,0.0004556
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|
80,1604.21,0.44843,0.3522,0.83275,0.99863,0.97872,0.98023,0.9425,0.35857,0.28806,0.8364,0.0004358,0.0004358,0.0004358
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|
81,1636.03,0.42217,0.32164,0.84201,0.99863,0.97872,0.98112,0.94783,0.34587,0.28573,0.8308,0.000416,0.000416,0.000416
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|
82,1668.15,0.4109,0.32501,0.87795,0.99865,0.97872,0.98321,0.95142,0.33429,0.2813,0.82246,0.0003962,0.0003962,0.0003962
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|
83,1700.1,0.40952,0.32665,0.83963,0.99854,0.97872,0.98581,0.96022,0.32647,0.2664,0.81026,0.0003764,0.0003764,0.0003764
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|
84,1732.35,0.41726,0.32544,0.82361,0.99879,0.97872,0.98701,0.95831,0.32555,0.25376,0.80776,0.0003566,0.0003566,0.0003566
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|
85,1764.48,0.431,0.33577,0.86785,0.99883,0.97872,0.98679,0.95841,0.32012,0.24168,0.80728,0.0003368,0.0003368,0.0003368
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|
86,1797.37,0.41516,0.32249,0.83961,0.99884,0.97872,0.98701,0.95653,0.31304,0.2495,0.80506,0.000317,0.000317,0.000317
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|
87,1820.87,0.43646,0.33861,0.86669,0.99886,0.97872,0.98724,0.97058,0.29836,0.25411,0.79956,0.0002972,0.0002972,0.0002972
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|
88,1852.78,0.40738,0.32458,0.84266,0.99885,0.97872,0.98701,0.97221,0.28375,0.25807,0.79436,0.0002774,0.0002774,0.0002774
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|
89,1883.91,0.39746,0.31575,0.86419,0.99885,0.97872,0.98658,0.96921,0.27939,0.26312,0.79267,0.0002576,0.0002576,0.0002576
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|
90,1915.7,0.40373,0.3311,0.87334,0.99884,0.97872,0.98638,0.96984,0.27776,0.26288,0.79233,0.0002378,0.0002378,0.0002378
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|
91,1939.09,0.37318,0.32516,0.83658,0.99885,0.97872,0.98513,0.95772,0.27015,0.24987,0.79395,0.000218,0.000218,0.000218
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|
92,1955.95,0.32849,0.27068,0.82528,0.99885,0.97872,0.98401,0.95925,0.27214,0.24618,0.79464,0.0001982,0.0001982,0.0001982
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|
93,1972.13,0.35147,0.27997,0.81063,0.99884,0.97872,0.98353,0.95206,0.27958,0.24235,0.79546,0.0001784,0.0001784,0.0001784
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|
94,1989.05,0.35243,0.29647,0.82422,0.99885,0.97872,0.98353,0.9506,0.28328,0.25305,0.79432,0.0001586,0.0001586,0.0001586
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|
95,2005.02,0.34769,0.30079,0.84124,0.99884,0.97872,0.98401,0.95268,0.28254,0.25111,0.79473,0.0001388,0.0001388,0.0001388
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|
96,2021.13,0.34354,0.27808,0.82543,0.99882,0.97872,0.98376,0.94778,0.27895,0.25343,0.79467,0.000119,0.000119,0.000119
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|
97,2037.16,0.32627,0.28342,0.83989,0.99882,0.97872,0.98376,0.95444,0.27365,0.25356,0.79401,9.92e-05,9.92e-05,9.92e-05
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|
98,2053.4,0.34274,0.28733,0.83211,0.99882,0.97872,0.98321,0.95702,0.26831,0.25291,0.79308,7.94e-05,7.94e-05,7.94e-05
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|
99,2069.47,0.35258,0.28677,0.81653,0.99885,0.97872,0.98254,0.96554,0.26283,0.24948,0.79225,5.96e-05,5.96e-05,5.96e-05
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|
100,2086.26,0.34273,0.28293,0.8384,0.99884,0.97872,0.98221,0.96732,0.26213,0.24529,0.79167,3.98e-05,3.98e-05,3.98e-05
|