| step,epoch,loss,lr,examples_per_s,max_alloc_gb,max_reserved_gb,elapsed_s,eta_s,val_loss,val_f1,val_roc_auc,val_macro_f1_3way | |
| 20,0,0.85624,6.984478935698447e-07,59.4,12.957,13.131,10.8,8087,,,, | |
| 40,0,0.70976,1.3636363636363636e-06,64.0,12.957,13.131,20.8,7787,,,, | |
| 60,0,0.64808,2.0288248337028825e-06,82.5,12.957,13.131,28.5,7119,,,, | |
| 80,0,0.50167,2.694013303769401e-06,92.4,12.957,13.131,35.5,6626,,,, | |
| 100,0,0.4,3.3592017738359202e-06,81.2,12.957,13.131,43.3,6471,,,, | |
| 120,0,0.32445,4.024390243902439e-06,86.2,12.957,13.131,50.8,6308,,,, | |
| 140,0,0.27761,4.6895787139689575e-06,73.2,12.957,13.131,59.5,6329,,,, | |
| 160,0,0.25885,5.354767184035477e-06,85.8,12.957,13.131,67.0,6224,,,, | |
| 180,0,0.16945,6.019955654101996e-06,67.1,12.957,13.131,76.5,6312,,,, | |
| 200,0,0.1589,6.685144124168515e-06,105.1,12.957,13.131,82.6,6124,,,, | |
| 220,0,0.16955,7.350332594235034e-06,63.8,12.957,13.131,92.6,6235,,,, | |
| 240,0,0.1565,8.015521064301553e-06,83.4,12.957,13.131,100.3,6180,,,, | |
| 260,0,0.1664,8.680709534368071e-06,70.7,12.957,13.131,109.4,6211,,,, | |
| 280,0,0.12506,9.34589800443459e-06,68.1,12.957,13.131,118.8,6254,,,, | |
| 300,0,0.17675,1.0011086474501108e-05,70.8,12.957,13.131,127.8,6273,,,, | |
| 320,0,0.13385,1.0676274944567628e-05,67.1,12.957,13.131,137.3,6312,,,, | |
| 340,0,0.13462,1.1341463414634148e-05,66.3,12.957,13.131,147.0,6349,,,, | |
| 360,0,0.09442,1.2006651884700666e-05,96.9,12.957,13.131,153.6,6258,,,, | |
| 380,0,0.17428,1.2671840354767186e-05,82.0,12.957,13.131,161.4,6221,,,, | |
| 400,0,0.09234,1.3337028824833704e-05,70.9,12.957,13.131,170.4,6232,,,, | |
| 420,0,0.14473,1.4002217294900222e-05,89.4,12.957,13.131,177.6,6176,,,, | |
| 440,0,0.10938,1.466740576496674e-05,63.5,12.957,13.131,187.7,6222,,,, | |
| 460,0,0.09414,1.5332594235033262e-05,98.1,12.957,13.131,194.2,6150,,,, | |
| 480,0,0.0984,1.599778270509978e-05,72.1,12.957,13.131,203.1,6155,,,, | |
| 500,0,0.09021,1.66629711751663e-05,67.8,12.957,13.131,212.5,6175,,,, | |
| 520,0,0.10547,1.732815964523282e-05,74.9,12.957,13.133,221.1,6167,,,, | |
| 540,0,0.09993,1.7993348115299335e-05,81.7,12.957,13.133,228.9,6141,,,, | |
| 560,0,0.07586,1.8658536585365855e-05,72.8,12.957,13.133,237.7,6141,,,, | |
| 580,0,0.16722,1.9323725055432375e-05,69.1,12.957,13.133,247.0,6151,,,, | |
| 600,0,0.11573,1.998891352549889e-05,76.6,12.957,13.133,255.3,6139,,,, | |
| 620,0,0.11076,2.065410199556541e-05,92.3,12.957,13.133,262.2,6094,,,, | |
| 640,0,0.1181,2.131929046563193e-05,93.2,12.957,13.133,269.1,6050,,,, | |
| 660,0,0.05236,2.1984478935698448e-05,54.3,12.957,13.133,280.9,6115,,,, | |
| 680,0,0.12206,2.2649667405764968e-05,73.2,12.957,13.133,289.7,6111,,,, | |
| 700,0,0.10318,2.3314855875831488e-05,76.7,12.957,13.133,298.0,6099,,,, | |
| 720,0,0.13271,2.3980044345898004e-05,57.7,12.957,13.133,308.7,6133,,,, | |
| 740,0,0.07775,2.4645232815964524e-05,79.9,12.957,13.133,316.7,6114,,,, | |
| 760,0,0.12985,2.531042128603104e-05,81.9,12.957,13.133,324.5,6091,,,, | |
| 780,0,0.08311,2.597560975609756e-05,85.8,12.957,13.133,331.9,6063,,,, | |
| 800,0,0.0931,2.664079822616408e-05,72.2,12.957,13.133,340.8,6061,,,, | |
| 820,0,0.13663,2.7305986696230597e-05,67.8,12.957,13.133,350.2,6068,,,, | |
| 840,0,0.08755,2.7971175166297117e-05,66.6,12.957,13.133,359.9,6078,,,, | |
| 860,0,0.07562,2.8636363636363637e-05,91.8,12.957,13.133,366.8,6043,,,, | |
| 880,0,0.08203,2.9301552106430153e-05,72.2,12.957,13.133,375.7,6040,,,, | |
| 900,0,0.12903,2.9966740576496673e-05,73.9,12.957,13.133,384.4,6033,,,, | |
| 920,0,0.07784,2.9961769911504427e-05,98.5,12.957,13.133,390.9,5993,,,, | |
| 940,0,0.10167,2.991929203539823e-05,71.6,12.957,13.133,399.8,5991,,,, | |
| 960,0,0.06448,2.9876814159292037e-05,80.7,12.957,13.133,407.7,5974,,,, | |
| 980,0,0.19386,2.983433628318584e-05,80.5,12.957,13.133,415.7,5958,,,, | |
| 1000,0,0.11475,2.9791858407079644e-05,66.6,12.957,13.133,425.3,5965,,,, | |
| 1020,0,0.0955,2.9749380530973454e-05,71.8,12.957,13.133,434.2,5962,,,, | |
| 1040,0,0.10636,2.9706902654867257e-05,67.7,12.957,13.133,443.6,5966,,,, | |
| 1060,0,0.05161,2.9664424778761064e-05,74.8,12.957,13.133,452.2,5958,,,, | |
| 1080,0,0.09595,2.9621946902654868e-05,63.0,12.957,13.133,462.3,5971,,,, | |
| 1100,0,0.08516,2.9579469026548674e-05,70.8,12.957,13.133,471.4,5968,,,, | |
| 1120,0,0.055,2.9536991150442478e-05,72.8,12.957,13.133,480.2,5962,,,, | |
| 1140,0,0.11511,2.9494513274336285e-05,75.5,12.957,13.133,488.7,5953,,,, | |
| 1160,0,0.07698,2.9452035398230088e-05,84.1,12.957,13.133,496.3,5933,,,, | |
| 1180,0,0.06861,2.940955752212389e-05,86.3,12.957,13.133,503.7,5911,,,, | |
| 1200,0,0.09102,2.93670796460177e-05,77.5,12.957,13.133,511.9,5899,,,, | |
| 1220,0,0.07275,2.9324601769911505e-05,85.2,12.957,13.133,519.5,5879,,,, | |
| 1240,0,0.04949,2.9282123893805312e-05,62.0,12.957,13.133,529.8,5890,,,, | |
| 1250,0,0.11906,2.9260884955752214e-05,94.4,12.957,13.133,533.2,5876,0.06193,0.98393,0.99795,0.92508 | |
| 1260,0,0.05512,2.9239646017699115e-05,96.0,12.957,13.133,591.0,5862,,,, | |
| 1280,0,0.08578,2.9197168141592922e-05,63.4,12.957,13.133,601.1,5870,,,, | |
| 1300,0,0.10406,2.9154690265486726e-05,74.3,12.957,13.133,609.7,5863,,,, | |
| 1320,0,0.11267,2.9112212389380533e-05,68.5,12.957,13.133,619.0,5862,,,, | |
| 1340,0,0.06352,2.9069734513274336e-05,79.5,12.957,13.133,627.1,5849,,,, | |
| 1360,0,0.06484,2.9027256637168143e-05,67.6,12.957,13.133,636.5,5849,,,, | |
| 1380,0,0.06628,2.8984778761061946e-05,69.3,12.957,13.133,645.8,5848,,,, | |
| 1400,0,0.07169,2.894230088495575e-05,65.6,12.957,13.133,655.5,5850,,,, | |
| 1420,0,0.06728,2.889982300884956e-05,71.2,12.957,13.133,664.5,5846,,,, | |
| 1440,0,0.0795,2.8857345132743363e-05,67.7,12.957,13.133,674.0,5845,,,, | |
| 1460,0,0.09554,2.881486725663717e-05,62.8,12.957,13.133,684.2,5851,,,, | |
| 1480,0,0.05519,2.8772389380530974e-05,67.9,12.957,13.133,693.6,5850,,,, | |
| 1500,0,0.05006,2.872991150442478e-05,76.1,12.957,13.133,702.0,5839,,,, | |
| 1520,0,0.08117,2.8687433628318584e-05,75.1,12.957,13.133,710.5,5830,,,, | |
| 1540,0,0.06642,2.864495575221239e-05,75.4,12.957,13.133,719.0,5820,,,, | |
| 1560,0,0.06205,2.8602477876106194e-05,82.3,12.957,13.133,726.8,5804,,,, | |
| 1580,0,0.06812,2.856e-05,63.9,12.957,13.133,736.8,5807,,,, | |
| 1600,0,0.07865,2.8517522123893804e-05,74.7,12.957,13.133,745.4,5798,,,, | |
| 1620,0,0.05096,2.847504424778761e-05,63.8,12.957,13.133,755.4,5801,,,, | |
| 1640,0,0.09353,2.8432566371681418e-05,71.3,12.957,13.133,764.4,5795,,,, | |
| 1660,0,0.06362,2.839008849557522e-05,77.3,12.957,13.133,772.6,5783,,,, | |
| 1680,0,0.06525,2.834761061946903e-05,62.8,12.957,13.133,782.8,5787,,,, | |
| 1700,0,0.07314,2.8305132743362832e-05,59.1,12.957,13.133,793.7,5795,,,, | |
| 1720,0,0.05784,2.826265486725664e-05,72.6,12.957,13.133,802.5,5787,,,, | |
| 1740,0,0.06446,2.8220176991150442e-05,70.3,12.957,13.133,811.6,5781,,,, | |
| 1760,0,0.05686,2.817769911504425e-05,67.7,12.957,13.133,821.0,5778,,,, | |
| 1780,0,0.04756,2.8135221238938052e-05,77.3,12.957,13.133,829.3,5766,,,, | |
| 1800,0,0.03991,2.809274336283186e-05,72.2,12.957,13.133,838.2,5759,,,, | |
| 1820,0,0.07446,2.8050265486725666e-05,73.9,12.957,13.133,846.8,5750,,,, | |
| 1840,0,0.05358,2.800778761061947e-05,96.4,12.957,13.133,853.5,5726,,,, | |
| 1860,0,0.05461,2.7965309734513276e-05,79.1,12.957,13.133,861.6,5714,,,, | |
| 1880,0,0.0674,2.792283185840708e-05,58.8,12.957,13.133,872.5,5720,,,, | |
| 1900,0,0.0564,2.7880353982300886e-05,77.4,12.957,13.133,880.7,5709,,,, | |
| 1920,0,0.06604,2.783787610619469e-05,68.4,12.957,13.133,890.1,5704,,,, | |
| 1940,0,0.04758,2.7795398230088497e-05,81.8,12.957,13.133,897.9,5690,,,, | |
| 1960,0,0.05814,2.77529203539823e-05,90.8,12.957,13.133,905.0,5670,,,, | |
| 1980,0,0.081,2.7710442477876107e-05,67.5,12.957,13.133,914.4,5667,,,, | |
| 2000,0,0.03899,2.766796460176991e-05,71.7,12.957,13.133,923.4,5660,,,, | |
| 2020,0,0.06392,2.7625486725663717e-05,66.5,12.957,13.133,933.0,5657,,,, | |
| 2040,0,0.06523,2.7583008849557524e-05,71.9,12.957,13.133,941.9,5649,,,, | |
| 2060,0,0.03831,2.7540530973451328e-05,63.0,12.957,13.133,952.1,5650,,,, | |
| 2080,0,0.08336,2.7498053097345134e-05,63.0,12.957,13.133,962.2,5650,,,, | |
| 2100,0,0.04955,2.7455575221238938e-05,67.7,12.957,13.133,971.7,5646,,,, | |
| 2120,0,0.05433,2.7413097345132745e-05,63.2,12.957,13.133,981.8,5646,,,, | |
| 2140,0,0.08315,2.7370619469026548e-05,54.5,12.957,13.133,993.5,5655,,,, | |
| 2160,0,0.04532,2.7328141592920355e-05,68.7,12.957,13.133,1002.8,5649,,,, | |
| 2180,0,0.07227,2.728566371681416e-05,74.5,12.957,13.133,1011.4,5639,,,, | |
| 2200,0,0.02863,2.7243185840707965e-05,75.9,12.957,13.133,1019.9,5629,,,, | |
| 2220,0,0.07338,2.7200707964601772e-05,61.3,12.957,13.133,1030.3,5629,,,, | |
| 2240,0,0.05404,2.7158230088495575e-05,80.2,12.957,13.133,1038.3,5616,,,, | |
| 2260,0,0.05889,2.7115752212389382e-05,64.2,12.957,13.133,1048.3,5614,,,, | |
| 2280,0,0.10184,2.7073274336283186e-05,62.1,12.957,13.133,1058.6,5614,,,, | |
| 2300,0,0.04184,2.7030796460176993e-05,70.1,12.957,13.133,1067.7,5607,,,, | |
| 2320,0,0.056,2.6988318584070796e-05,73.1,12.957,13.133,1076.4,5598,,,, | |
| 2340,0,0.02039,2.6945840707964603e-05,82.9,12.957,13.133,1084.2,5583,,,, | |
| 2360,0,0.05052,2.6903362831858406e-05,62.9,12.957,13.133,1094.3,5581,,,, | |
| 2380,0,0.0275,2.6860884955752213e-05,74.9,12.957,13.133,1102.9,5571,,,, | |
| 2400,0,0.04963,2.6818407079646016e-05,78.1,12.957,13.133,1111.1,5559,,,, | |
| 2420,0,0.0751,2.6775929203539827e-05,83.7,12.957,13.133,1118.7,5544,,,, | |
| 2440,0,0.03768,2.673345132743363e-05,82.3,12.957,13.133,1126.5,5530,,,, | |
| 2460,0,0.08904,2.6690973451327434e-05,63.4,12.957,13.133,1136.6,5528,,,, | |
| 2480,0,0.0475,2.664849557522124e-05,64.0,12.957,13.133,1146.6,5525,,,, | |
| 2500,0,0.04786,2.6606017699115044e-05,66.8,12.957,13.133,1156.2,5520,0.03543,0.99005,0.99913,0.95833 | |
| 2520,0,0.05126,2.656353982300885e-05,70.2,12.957,13.133,1217.6,5513,,,, | |
| 2540,0,0.03888,2.6521061946902654e-05,64.9,12.957,13.133,1227.5,5510,,,, | |
| 2560,0,0.07304,2.647858407079646e-05,66.1,12.957,13.133,1237.2,5505,,,, | |
| 2580,0,0.04437,2.6436106194690264e-05,83.9,12.957,13.133,1244.8,5490,,,, | |
| 2600,0,0.0518,2.639362831858407e-05,68.6,12.957,13.133,1254.1,5484,,,, | |
| 2620,0,0.06365,2.6351150442477878e-05,65.5,12.957,13.133,1263.9,5479,,,, | |
| 2640,0,0.02907,2.6308672566371685e-05,78.7,12.957,13.133,1272.0,5467,,,, | |
| 2660,0,0.048,2.6266194690265488e-05,89.6,12.957,13.133,1279.2,5451,,,, | |
| 2680,0,0.05395,2.6223716814159292e-05,73.7,12.957,13.133,1287.9,5441,,,, | |
| 2700,0,0.0607,2.61812389380531e-05,64.9,12.957,13.133,1297.7,5437,,,, | |
| 2720,0,0.04612,2.6138761061946902e-05,79.0,12.957,13.133,1305.8,5425,,,, | |
| 2740,0,0.06064,2.609628318584071e-05,66.7,12.957,13.133,1315.4,5420,,,, | |
| 2760,0,0.04957,2.6053805309734512e-05,69.6,12.957,13.133,1324.6,5413,,,, | |
| 2780,0,0.04937,2.601132743362832e-05,73.3,12.957,13.133,1333.4,5403,,,, | |
| 2800,0,0.06199,2.5968849557522123e-05,60.9,12.957,13.133,1343.9,5402,,,, | |
| 2820,0,0.02124,2.5926371681415933e-05,86.2,12.957,13.133,1351.3,5387,,,, | |
| 2840,0,0.07021,2.5883893805309736e-05,59.7,12.957,13.133,1362.0,5386,,,, | |
| 2860,0,0.07272,2.584141592920354e-05,62.1,12.957,13.133,1372.3,5384,,,, | |
| 2880,0,0.0396,2.5798938053097346e-05,75.4,12.957,13.133,1380.8,5373,,,, | |
| 2900,0,0.03616,2.575646017699115e-05,79.0,12.957,13.133,1388.9,5361,,,, | |
| 2920,0,0.05072,2.5713982300884957e-05,78.9,12.957,13.133,1397.0,5350,,,, | |
| 2940,0,0.06447,2.567150442477876e-05,61.5,12.957,13.133,1407.4,5347,,,, | |
| 2960,0,0.04205,2.5629026548672567e-05,77.5,12.957,13.133,1415.7,5336,,,, | |
| 2980,0,0.01675,2.558654867256637e-05,94.1,12.957,13.133,1422.5,5319,,,, | |
| 3000,0,0.04313,2.5544070796460177e-05,67.8,12.957,13.133,1431.9,5312,,,, | |
| 3020,0,0.02565,2.5501592920353984e-05,88.5,12.957,13.133,1439.2,5297,,,, | |
| 3040,0,0.05681,2.545911504424779e-05,77.1,12.957,13.133,1447.5,5286,,,, | |
| 3060,0,0.0312,2.5416637168141594e-05,80.9,12.957,13.133,1455.4,5274,,,, | |
| 3080,0,0.08292,2.5374159292035398e-05,67.8,12.957,13.133,1464.8,5268,,,, | |
| 3100,0,0.04439,2.5331681415929205e-05,66.2,12.957,13.133,1474.5,5262,,,, | |
| 3120,0,0.04294,2.5289203539823008e-05,71.1,12.957,13.133,1483.5,5254,,,, | |
| 3140,0,0.05001,2.5246725663716815e-05,70.2,12.957,13.133,1492.6,5246,,,, | |
| 3160,0,0.03482,2.5204247787610618e-05,82.4,12.957,13.133,1500.4,5233,,,, | |
| 3180,0,0.03051,2.5161769911504425e-05,70.9,12.957,13.133,1509.4,5225,,,, | |
| 3200,0,0.07109,2.511929203539823e-05,69.7,12.957,13.133,1518.6,5218,,,, | |
| 3220,0,0.05198,2.507681415929204e-05,73.9,12.957,13.133,1527.2,5208,,,, | |
| 3240,0,0.01715,2.5034336283185842e-05,68.3,12.957,13.133,1536.6,5202,,,, | |
| 3260,0,0.04018,2.499185840707965e-05,69.8,12.957,13.133,1545.8,5194,,,, | |
| 3280,0,0.02863,2.4949380530973452e-05,65.9,12.957,13.133,1555.5,5188,,,, | |
| 3300,0,0.0823,2.4906902654867256e-05,86.1,12.957,13.133,1562.9,5175,,,, | |
| 3320,0,0.03567,2.4864424778761063e-05,73.8,12.957,13.133,1571.6,5165,,,, | |
| 3340,0,0.04609,2.4821946902654866e-05,101.6,12.957,13.133,1577.9,5147,,,, | |
| 3360,0,0.0212,2.4779469026548673e-05,66.8,12.957,13.133,1587.5,5141,,,, | |
| 3380,0,0.05717,2.4736991150442476e-05,67.9,12.957,13.133,1596.9,5135,,,, | |
| 3400,0,0.08482,2.4694513274336283e-05,80.5,12.957,13.133,1604.8,5123,,,, | |
| 3420,0,0.05121,2.465203539823009e-05,73.3,12.957,13.133,1613.6,5114,,,, | |
| 3440,0,0.05245,2.4609557522123897e-05,68.7,12.957,13.133,1622.9,5107,,,, | |
| 3460,0,0.04962,2.45670796460177e-05,73.6,12.957,13.133,1631.6,5097,,,, | |
| 3480,0,0.05532,2.4524601769911507e-05,58.0,12.957,13.133,1642.6,5096,,,, | |
| 3500,0,0.04682,2.448212389380531e-05,85.4,12.957,13.133,1650.1,5083,,,, | |
| 3520,0,0.02012,2.4439646017699114e-05,96.1,12.957,13.133,1656.8,5067,,,, | |
| 3540,0,0.06732,2.439716814159292e-05,77.4,12.957,13.133,1665.0,5056,,,, | |
| 3560,0,0.03927,2.4354690265486724e-05,80.2,12.957,13.133,1673.0,5045,,,, | |
| 3580,0,0.04939,2.431221238938053e-05,75.6,12.957,13.133,1681.5,5035,,,, | |
| 3600,0,0.05605,2.4269734513274335e-05,67.3,12.957,13.133,1691.0,5029,,,, | |
| 3620,0,0.05469,2.4227256637168145e-05,69.7,12.957,13.133,1700.2,5021,,,, | |
| 3640,0,0.03765,2.4184778761061948e-05,96.2,12.957,13.133,1706.8,5005,,,, | |
| 3660,0,0.05929,2.4142300884955755e-05,76.1,12.957,13.133,1715.2,4995,,,, | |
| 3680,0,0.04146,2.409982300884956e-05,69.4,12.957,13.133,1724.5,4988,,,, | |
| 3700,0,0.02759,2.4057345132743362e-05,86.4,12.957,13.133,1731.9,4975,,,, | |
| 3720,0,0.03002,2.401486725663717e-05,69.8,12.957,13.133,1741.0,4967,,,, | |
| 3740,0,0.05959,2.3972389380530972e-05,68.2,12.957,13.133,1750.4,4960,,,, | |
| 3750,0,0.06421,2.3951150442477877e-05,76.0,12.957,13.133,1754.6,4955,0.04512,0.98553,0.99949,0.97747 | |
| 3760,0,0.026,2.392991150442478e-05,72.9,12.957,13.133,1810.8,4951,,,, | |
| 3780,0,0.03044,2.3887433628318582e-05,76.9,12.957,13.133,1819.2,4941,,,, | |
| 3800,0,0.05317,2.384495575221239e-05,73.6,12.957,13.133,1827.9,4932,,,, | |
| 3820,0,0.05224,2.3802477876106196e-05,70.5,12.957,13.133,1836.9,4924,,,, | |
| 3840,0,0.05099,2.3760000000000003e-05,78.8,12.957,13.133,1845.1,4913,,,, | |
| 3860,0,0.0386,2.3717522123893806e-05,68.5,12.957,13.133,1854.4,4906,,,, | |
| 3880,0,0.0466,2.3675044247787613e-05,76.2,12.957,13.133,1862.8,4896,,,, | |
| 3900,0,0.03891,2.3632566371681417e-05,72.0,12.957,13.133,1871.7,4888,,,, | |
| 3920,0,0.04601,2.359008849557522e-05,71.7,12.957,13.133,1880.6,4879,,,, | |
| 3940,0,0.06498,2.3547610619469027e-05,61.3,12.957,13.133,1891.1,4875,,,, | |
| 3960,0,0.0367,2.350513274336283e-05,77.0,12.957,13.133,1899.4,4865,,,, | |
| 3980,0,0.08285,2.3462654867256637e-05,84.9,12.957,13.133,1906.9,4853,,,, | |
| 4000,0,0.00842,2.342017699115044e-05,69.2,12.957,13.133,1916.2,4845,,,, | |
| 4020,0,0.04797,2.337769911504425e-05,71.9,12.957,13.133,1925.1,4837,,,, | |
| 4040,0,0.04773,2.3335221238938054e-05,64.9,12.957,13.133,1934.9,4831,,,, | |
| 4060,0,0.04125,2.329274336283186e-05,76.3,12.957,13.133,1943.3,4821,,,, | |
| 4080,0,0.04833,2.3250265486725664e-05,59.3,12.957,13.133,1954.1,4817,,,, | |
| 4100,0,0.02193,2.320778761061947e-05,73.7,12.957,13.133,1962.8,4808,,,, | |
| 4120,0,0.04386,2.3165309734513275e-05,74.7,12.957,13.133,1971.4,4799,,,, | |
| 4140,0,0.05543,2.3122831858407078e-05,66.1,12.957,13.133,1981.0,4792,,,, | |
| 4160,0,0.04602,2.3080353982300885e-05,70.6,12.957,13.133,1990.1,4784,,,, | |
| 4180,0,0.05736,2.303787610619469e-05,65.1,12.957,13.133,1999.9,4778,,,, | |
| 4200,0,0.03448,2.2995398230088495e-05,74.3,12.957,13.133,2008.6,4769,,,, | |
| 4220,0,0.01829,2.2952920353982302e-05,96.5,12.957,13.133,2015.2,4754,,,, | |
| 4240,0,0.0418,2.291044247787611e-05,90.1,12.957,13.133,2022.3,4741,,,, | |
| 4260,0,0.05417,2.2867964601769912e-05,59.3,12.957,13.133,2033.1,4738,,,, | |
| 4280,0,0.02891,2.282548672566372e-05,76.9,12.957,13.133,2041.4,4728,,,, | |
| 4300,0,0.03052,2.2783008849557523e-05,60.5,12.957,13.133,2052.0,4723,,,, | |
| 4320,0,0.03922,2.274053097345133e-05,81.6,12.957,13.133,2059.8,4712,,,, | |
| 4340,0,0.0154,2.2698053097345133e-05,63.5,12.957,13.133,2069.9,4706,,,, | |
| 4360,0,0.05141,2.2655575221238936e-05,61.9,12.957,13.133,2080.2,4701,,,, | |
| 4380,0,0.01486,2.2613097345132743e-05,65.1,12.957,13.133,2090.1,4695,,,, | |
| 4400,0,0.0768,2.2570619469026547e-05,62.6,12.957,13.133,2100.3,4690,,,, | |
| 4420,0,0.04374,2.2528141592920357e-05,69.3,12.957,13.133,2109.5,4682,,,, | |
| 4440,0,0.02797,2.248566371681416e-05,81.8,12.957,13.133,2117.4,4670,,,, | |
| 4460,0,0.02042,2.2443185840707967e-05,71.2,12.957,13.133,2126.3,4662,,,, | |
| 4480,0,0.05212,2.240070796460177e-05,65.1,12.957,13.133,2136.2,4656,,,, | |
| 4500,0,0.02174,2.2358230088495577e-05,74.1,12.957,13.133,2144.8,4646,,,, | |
| 4520,0,0.0328,2.231575221238938e-05,68.2,12.957,13.133,2154.2,4639,,,, | |
| 4540,0,0.02082,2.2273274336283184e-05,78.4,12.957,13.133,2162.4,4628,,,, | |
| 4560,0,0.02911,2.223079646017699e-05,60.9,12.957,13.133,2172.9,4623,,,, | |
| 4580,0,0.03505,2.2188318584070794e-05,62.9,12.957,13.133,2183.1,4618,,,, | |
| 4600,0,0.0349,2.21458407079646e-05,62.4,12.957,13.133,2193.3,4612,,,, | |
| 4620,0,0.03229,2.2103362831858408e-05,67.7,12.957,13.133,2202.8,4605,,,, | |
| 4640,0,0.03537,2.2060884955752215e-05,98.2,12.957,13.133,2209.3,4591,,,, | |
| 4660,0,0.07475,2.201840707964602e-05,64.6,12.957,13.133,2219.2,4584,,,, | |
| 4680,0,0.02508,2.1975929203539825e-05,76.1,12.957,13.133,2227.6,4574,,,, | |
| 4700,0,0.00742,2.193345132743363e-05,80.0,12.957,13.133,2235.6,4564,,,, | |
| 4720,0,0.05772,2.1890973451327435e-05,63.1,12.957,13.133,2245.8,4558,,,, | |
| 4740,0,0.01976,2.184849557522124e-05,70.9,12.957,13.133,2254.8,4549,,,, | |
| 4760,0,0.0855,2.1806017699115042e-05,70.6,12.957,13.133,2263.8,4541,,,, | |
| 4780,0,0.04749,2.176353982300885e-05,84.5,12.957,13.133,2271.4,4529,,,, | |
| 4800,0,0.02546,2.1721061946902653e-05,72.5,12.957,13.133,2280.2,4520,,,, | |
| 4820,0,0.02738,2.1678584070796463e-05,71.4,12.957,13.133,2289.2,4512,,,, | |
| 4840,0,0.0293,2.1636106194690266e-05,58.1,12.957,13.133,2300.2,4507,,,, | |
| 4860,0,0.02421,2.1593628318584073e-05,82.9,12.957,13.133,2307.9,4496,,,, | |
| 4880,0,0.02581,2.1551150442477877e-05,74.0,12.957,13.133,2316.6,4487,,,, | |
| 4900,0,0.02588,2.1508672566371683e-05,62.2,12.957,13.133,2326.9,4481,,,, | |
| 4920,0,0.03799,2.1466194690265487e-05,66.6,12.957,13.133,2336.5,4474,,,, | |
| 4940,0,0.01155,2.1423716814159294e-05,71.9,12.957,13.133,2345.4,4465,,,, | |
| 4960,0,0.0244,2.1381238938053097e-05,62.4,12.957,13.133,2355.6,4459,,,, | |
| 4980,0,0.07611,2.13387610619469e-05,64.9,12.957,13.133,2365.5,4452,,,, | |
| 5000,0,0.03071,2.1296283185840707e-05,71.9,12.957,13.133,2374.4,4443,0.0271,0.99293,0.99955,0.97818 | |
| 5009,0,0.08859,2.127716814159292e-05,96.9,12.957,13.133,2431.6,4437,0.03684,0.98976,0.99955,0.9571 | |
| 5020,1,0.03024,2.1253805309734514e-05,81.7,12.957,13.133,2487.8,4431,,,, | |
| 5040,1,0.02892,2.121132743362832e-05,75.4,12.957,13.133,2496.3,4422,,,, | |
| 5060,1,0.02383,2.1168849557522124e-05,73.7,12.957,13.133,2505.0,4413,,,, | |
| 5080,1,0.02632,2.112637168141593e-05,63.8,12.957,13.133,2515.0,4406,,,, | |
| 5100,1,0.04045,2.1083893805309735e-05,86.6,12.957,13.133,2522.4,4394,,,, | |
| 5120,1,0.03004,2.104141592920354e-05,76.2,12.957,13.133,2530.8,4385,,,, | |
| 5140,1,0.0296,2.0998938053097345e-05,67.4,12.957,13.133,2540.3,4377,,,, | |
| 5160,1,0.01027,2.0956460176991152e-05,82.0,12.957,13.133,2548.1,4366,,,, | |
| 5180,1,0.00286,2.0913982300884955e-05,108.6,12.957,13.133,2554.0,4352,,,, | |
| 5200,1,0.02711,2.087150442477876e-05,68.2,12.957,13.133,2563.4,4344,,,, | |
| 5220,1,0.00229,2.082902654867257e-05,81.3,12.957,13.133,2571.3,4333,,,, | |
| 5240,1,0.0214,2.0786548672566372e-05,62.2,12.957,13.133,2581.5,4327,,,, | |
| 5260,1,0.02366,2.074407079646018e-05,75.0,12.957,13.133,2590.1,4318,,,, | |
| 5280,1,0.01492,2.0701592920353983e-05,72.5,12.957,13.133,2598.9,4309,,,, | |
| 5300,1,0.01082,2.065911504424779e-05,61.6,12.957,13.133,2609.3,4303,,,, | |
| 5320,1,0.01411,2.0616637168141593e-05,57.7,12.957,13.133,2620.4,4298,,,, | |
| 5340,1,0.04952,2.05741592920354e-05,71.4,12.957,13.133,2629.4,4289,,,, | |
| 5360,1,0.01072,2.0531681415929203e-05,71.8,12.957,13.133,2638.3,4281,,,, | |
| 5380,1,0.01244,2.0489203539823007e-05,62.6,12.957,13.133,2648.5,4274,,,, | |
| 5400,1,0.02213,2.0446725663716813e-05,62.6,12.957,13.133,2658.7,4268,,,, | |
| 5420,1,0.02963,2.040424778761062e-05,67.5,12.957,13.133,2668.2,4260,,,, | |
| 5440,1,0.05407,2.0361769911504427e-05,67.3,12.957,13.133,2677.7,4252,,,, | |
| 5460,1,0.05106,2.031929203539823e-05,67.7,12.957,13.133,2687.2,4245,,,, | |
| 5480,1,0.0098,2.0276814159292037e-05,67.3,12.957,13.133,2696.7,4237,,,, | |
| 5500,1,0.04684,2.023433628318584e-05,73.5,12.957,13.133,2705.4,4228,,,, | |
| 5520,1,0.02262,2.0191858407079648e-05,86.0,12.957,13.133,2712.8,4216,,,, | |
| 5540,1,0.01165,2.014938053097345e-05,61.1,12.957,13.133,2723.3,4210,,,, | |
| 5560,1,0.03457,2.0106902654867258e-05,80.1,12.957,13.133,2731.3,4200,,,, | |
| 5580,1,0.02719,2.006442477876106e-05,126.7,12.957,13.133,2736.4,4184,,,, | |
| 5600,1,0.01925,2.0021946902654865e-05,83.2,12.957,13.133,2744.0,4174,,,, | |
| 5620,1,0.01367,1.9979469026548675e-05,71.2,12.957,13.133,2753.0,4165,,,, | |
| 5640,1,0.00484,1.993699115044248e-05,74.1,12.957,13.133,2761.7,4156,,,, | |
| 5660,1,0.03598,1.9894513274336285e-05,64.5,12.957,13.133,2771.6,4149,,,, | |
| 5680,1,0.02128,1.985203539823009e-05,73.8,12.957,13.133,2780.3,4139,,,, | |
| 5700,1,0.04686,1.9809557522123895e-05,68.3,12.957,13.133,2789.6,4131,,,, | |
| 5720,1,0.01992,1.97670796460177e-05,78.5,12.957,13.133,2797.8,4121,,,, | |
| 5740,1,0.02711,1.9724601769911506e-05,88.8,12.957,13.133,2805.0,4110,,,, | |
| 5760,1,0.00534,1.968212389380531e-05,64.9,12.957,13.133,2814.9,4103,,,, | |
| 5780,1,0.05113,1.9639646017699116e-05,64.9,12.957,13.133,2824.7,4095,,,, | |
| 5800,1,0.02856,1.959716814159292e-05,78.8,12.957,13.133,2832.8,4085,,,, | |
| 5820,1,0.01213,1.9554690265486726e-05,60.3,12.957,13.133,2843.5,4079,,,, | |
| 5840,1,0.0219,1.9512212389380533e-05,70.6,12.957,13.133,2852.5,4071,,,, | |
| 5860,1,0.01937,1.9469734513274336e-05,71.1,12.957,13.133,2861.5,4062,,,, | |
| 5880,1,0.0281,1.9427256637168143e-05,62.8,12.957,13.133,2871.7,4055,,,, | |
| 5900,1,0.02451,1.9384778761061947e-05,70.6,12.957,13.133,2880.8,4047,,,, | |
| 5920,1,0.0212,1.9342300884955754e-05,65.9,12.957,13.133,2890.5,4039,,,, | |
| 5940,1,0.02897,1.9299823008849557e-05,65.9,12.957,13.133,2900.2,4032,,,, | |
| 5960,1,0.02687,1.9257345132743364e-05,63.9,12.957,13.133,2910.2,4025,,,, | |
| 5980,1,0.03089,1.9214867256637167e-05,66.3,12.957,13.133,2919.9,4017,,,, | |
| 6000,1,0.01829,1.9172389380530974e-05,62.0,12.957,13.133,2930.2,4010,,,, | |
| 6020,1,0.01982,1.912991150442478e-05,76.4,12.957,13.133,2938.6,4000,,,, | |
| 6040,1,0.00795,1.9087433628318584e-05,76.2,12.957,13.133,2947.0,3991,,,, | |
| 6060,1,0.00636,1.904495575221239e-05,63.0,12.957,13.133,2957.1,3984,,,, | |
| 6080,1,0.02269,1.9002477876106195e-05,80.5,12.957,13.133,2965.1,3974,,,, | |
| 6100,1,0.02266,1.896e-05,65.7,12.957,13.133,2974.8,3966,,,, | |
| 6120,1,0.00613,1.8917522123893805e-05,72.9,12.957,13.133,2983.6,3957,,,, | |
| 6140,1,0.02675,1.887504424778761e-05,93.3,12.957,13.133,2990.5,3945,,,, | |
| 6160,1,0.0058,1.8832566371681415e-05,65.7,12.957,13.133,3000.2,3938,,,, | |
| 6180,1,0.02163,1.8790088495575222e-05,70.1,12.957,13.133,3009.3,3929,,,, | |
| 6200,1,0.01771,1.8747610619469025e-05,69.7,12.957,13.133,3018.5,3921,,,, | |
| 6220,1,0.01566,1.8705132743362832e-05,78.8,12.957,13.133,3026.7,3911,,,, | |
| 6240,1,0.04004,1.866265486725664e-05,80.5,12.957,13.133,3034.6,3900,,,, | |
| 6250,1,0.02779,1.864141592920354e-05,47.7,12.957,13.133,3041.3,3899,0.03418,0.99152,0.99911,0.98131 | |