| 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 | |
| 20,0,0.80568,1.0465116279069768e-06,63.2,12.957,13.131,10.1,5061,,,, | |
| 40,0,0.74627,2.043189368770764e-06,67.3,12.957,13.131,19.6,4899,,,, | |
| 60,0,0.7428,3.0398671096345517e-06,86.0,12.957,13.131,27.1,4495,,,, | |
| 80,0,0.73713,4.036544850498338e-06,96.4,12.957,13.131,33.7,4189,,,, | |
| 100,0,0.68562,5.033222591362126e-06,84.7,12.957,13.131,41.3,4094,,,, | |
| 120,0,0.66308,6.029900332225914e-06,89.8,12.957,13.131,48.4,3993,,,, | |
| 140,0,0.56481,7.026578073089702e-06,76.2,12.957,13.131,56.8,4008,,,, | |
| 160,0,0.51728,8.023255813953488e-06,88.9,12.957,13.131,64.0,3944,,,, | |
| 180,0,0.56358,9.019933554817277e-06,69.2,12.957,13.131,73.3,4004,,,, | |
| 200,0,0.59846,1.0016611295681064e-05,108.7,12.957,13.131,79.1,3885,,,, | |
| 220,0,0.44712,1.1013289036544852e-05,65.9,12.957,13.131,88.9,3957,,,, | |
| 240,0,0.32956,1.2009966777408639e-05,85.8,12.957,13.131,96.3,3924,,,, | |
| 260,0,0.36163,1.3006644518272425e-05,73.1,12.957,13.131,105.1,3943,,,, | |
| 280,0,0.57705,1.4003322259136214e-05,70.5,12.957,13.131,114.2,3970,,,, | |
| 300,0,0.39596,1.5e-05,73.4,12.957,13.131,122.9,3980,,,, | |
| 320,0,0.45832,1.5996677740863787e-05,69.1,12.957,13.131,132.1,4005,,,, | |
| 340,0,0.59169,1.6993355481727575e-05,68.3,12.957,13.131,141.5,4028,,,, | |
| 360,0,0.44385,1.7990033222591364e-05,100.3,12.957,13.131,147.9,3968,,,, | |
| 380,0,0.50835,1.898671096345515e-05,84.3,12.957,13.131,155.5,3944,,,, | |
| 400,0,0.28143,1.9983388704318937e-05,72.9,12.957,13.131,164.3,3950,,,, | |
| 420,0,0.46017,2.0980066445182726e-05,92.2,12.957,13.131,171.2,3913,,,, | |
| 440,0,0.47416,2.197674418604651e-05,65.2,12.957,13.131,181.0,3941,,,, | |
| 460,0,0.47099,2.29734219269103e-05,100.7,12.957,13.131,187.4,3893,,,, | |
| 480,0,0.28938,2.3970099667774087e-05,73.9,12.957,13.131,196.0,3895,,,, | |
| 500,0,0.2715,2.4966777408637872e-05,69.8,12.957,13.131,205.2,3906,,,, | |
| 520,0,0.25174,2.596345514950166e-05,77.1,12.957,13.133,213.5,3900,,,, | |
| 540,0,0.26101,2.696013289036545e-05,84.4,12.957,13.133,221.1,3880,,,, | |
| 560,0,0.28714,2.7956810631229237e-05,75.3,12.957,13.133,229.6,3878,,,, | |
| 580,0,0.29531,2.8953488372093026e-05,71.4,12.957,13.133,238.5,3882,,,, | |
| 600,0,0.33033,2.9950166112956814e-05,79.4,12.957,13.133,246.6,3871,,,, | |
| 620,0,0.33951,2.9942650807136788e-05,95.5,12.957,13.133,253.3,3840,,,, | |
| 640,0,0.20804,2.9878929481733223e-05,96.3,12.957,13.133,260.0,3809,,,, | |
| 660,0,0.25322,2.981520815632965e-05,56.1,12.957,13.133,271.4,3848,,,, | |
| 680,0,0.25769,2.9751486830926084e-05,75.5,12.957,13.133,279.8,3843,,,, | |
| 700,0,0.27089,2.9687765505522515e-05,79.1,12.957,13.133,287.9,3833,,,, | |
| 720,0,0.25447,2.9624044180118947e-05,59.8,12.957,13.133,298.2,3851,,,, | |
| 740,0,0.16905,2.956032285471538e-05,82.4,12.957,13.133,306.0,3836,,,, | |
| 760,0,0.27946,2.949660152931181e-05,84.5,12.957,13.133,313.6,3820,,,, | |
| 780,0,0.21536,2.9432880203908243e-05,86.6,12.957,13.133,320.9,3801,,,, | |
| 800,0,0.16329,2.936915887850467e-05,74.2,12.957,13.133,329.6,3797,,,, | |
| 820,0,0.17881,2.9305437553101107e-05,70.3,12.957,13.133,338.7,3799,,,, | |
| 840,0,0.24714,2.924171622769754e-05,68.9,12.957,13.133,348.0,3802,,,, | |
| 860,0,0.20141,2.9177994902293967e-05,94.9,12.957,13.133,354.7,3777,,,, | |
| 880,0,0.13907,2.91142735768904e-05,74.7,12.957,13.133,363.3,3772,,,, | |
| 900,0,0.22389,2.905055225148683e-05,76.4,12.957,13.133,371.7,3765,,,, | |
| 920,0,0.15485,2.8986830926083263e-05,101.3,12.957,13.133,378.0,3738,,,, | |
| 940,0,0.1859,2.8923109600679695e-05,74.1,12.957,13.133,386.6,3734,,,, | |
| 960,0,0.12477,2.8859388275276127e-05,83.5,12.957,13.133,394.3,3720,,,, | |
| 980,0,0.28579,2.8795666949872555e-05,82.9,12.957,13.133,402.0,3707,,,, | |
| 1000,0,0.1478,2.873194562446899e-05,68.2,12.957,13.133,411.4,3710,,,, | |
| 1020,0,0.16306,2.8668224299065423e-05,73.7,12.957,13.133,420.1,3706,,,, | |
| 1040,0,0.19406,2.860450297366185e-05,69.9,12.957,13.133,429.2,3705,,,, | |
| 1060,0,0.08903,2.8540781648258283e-05,77.0,12.957,13.133,437.5,3698,,,, | |
| 1080,0,0.12314,2.8477060322854715e-05,65.7,12.957,13.133,447.3,3702,,,, | |
| 1100,0,0.15364,2.841333899745115e-05,73.0,12.957,13.133,456.0,3697,,,, | |
| 1120,0,0.08069,2.834961767204758e-05,74.9,12.957,13.133,464.6,3691,,,, | |
| 1140,0,0.1096,2.828589634664401e-05,77.7,12.957,13.133,472.8,3682,,,, | |
| 1160,0,0.13978,2.8222175021240443e-05,86.3,12.957,13.133,480.2,3667,,,, | |
| 1180,0,0.11772,2.8158453695836875e-05,89.7,12.957,13.133,487.4,3650,,,, | |
| 1200,0,0.14603,2.8094732370433307e-05,80.1,12.957,13.133,495.3,3640,,,, | |
| 1220,0,0.09003,2.803101104502974e-05,88.3,12.957,13.133,502.6,3624,,,, | |
| 1240,0,0.11503,2.7967289719626167e-05,63.8,12.957,13.133,512.6,3629,,,, | |
| 1250,0,0.18877,2.7935429056924385e-05,97.7,12.957,13.133,515.9,3619,0.11795,0.96825,0.99268,0.86384 | |
| 1260,0,0.11984,2.79035683942226e-05,100.2,12.957,13.133,571.5,3608,,,, | |
| 1280,0,0.11238,2.7839847068819034e-05,65.7,12.957,13.133,581.2,3610,,,, | |
| 1300,0,0.14134,2.7776125743415463e-05,77.1,12.957,13.133,589.5,3602,,,, | |
| 1320,0,0.10874,2.7712404418011895e-05,71.6,12.957,13.133,598.4,3598,,,, | |
| 1340,0,0.08093,2.7648683092608327e-05,82.5,12.957,13.133,606.2,3587,,,, | |
| 1360,0,0.13465,2.758496176720476e-05,69.4,12.957,13.133,615.4,3584,,,, | |
| 1380,0,0.1184,2.752124044180119e-05,71.1,12.957,13.133,624.4,3581,,,, | |
| 1400,0,0.10181,2.7457519116397622e-05,67.4,12.957,13.133,633.9,3580,,,, | |
| 1420,0,0.11927,2.739379779099405e-05,73.2,12.957,13.133,642.7,3574,,,, | |
| 1440,0,0.12675,2.7330076465590486e-05,69.7,12.957,13.133,651.8,3571,,,, | |
| 1460,0,0.16016,2.7266355140186918e-05,64.6,12.957,13.133,661.7,3572,,,, | |
| 1480,0,0.09141,2.720263381478335e-05,69.4,12.957,13.133,671.0,3569,,,, | |
| 1500,0,0.11995,2.713891248937978e-05,78.8,12.957,13.133,679.1,3559,,,, | |
| 1520,0,0.13537,2.707519116397621e-05,75.5,12.957,13.133,687.6,3551,,,, | |
| 1540,0,0.14127,2.7011469838572646e-05,76.8,12.957,13.133,695.9,3543,,,, | |
| 1560,0,0.08485,2.6947748513169074e-05,85.0,12.957,13.133,703.4,3530,,,, | |
| 1580,0,0.11416,2.6884027187765506e-05,66.6,12.957,13.133,713.0,3528,,,, | |
| 1600,0,0.16446,2.6820305862361938e-05,77.8,12.957,13.133,721.3,3519,,,, | |
| 1620,0,0.11242,2.675658453695837e-05,66.9,12.957,13.133,730.8,3517,,,, | |
| 1640,0,0.11405,2.6692863211554802e-05,74.7,12.957,13.133,739.4,3510,,,, | |
| 1660,0,0.08504,2.6629141886151234e-05,80.7,12.957,13.133,747.3,3499,,,, | |
| 1680,0,0.11291,2.6565420560747662e-05,65.9,12.957,13.133,757.0,3497,,,, | |
| 1700,0,0.11074,2.6501699235344094e-05,61.6,12.957,13.133,767.4,3499,,,, | |
| 1720,0,0.11307,2.643797790994053e-05,75.8,12.957,13.133,775.8,3490,,,, | |
| 1740,0,0.0788,2.6374256584536958e-05,73.9,12.957,13.133,784.5,3483,,,, | |
| 1760,0,0.09768,2.631053525913339e-05,70.7,12.957,13.133,793.6,3478,,,, | |
| 1780,0,0.13344,2.6246813933729822e-05,80.9,12.957,13.133,801.5,3467,,,, | |
| 1800,0,0.10509,2.6183092608326254e-05,75.7,12.957,13.133,809.9,3459,,,, | |
| 1820,0,0.06411,2.6119371282922686e-05,77.6,12.957,13.133,818.2,3449,,,, | |
| 1840,0,0.10486,2.6055649957519118e-05,101.4,12.957,13.133,824.5,3432,,,, | |
| 1860,0,0.09431,2.599192863211555e-05,83.2,12.957,13.133,832.2,3420,,,, | |
| 1880,0,0.09652,2.5928207306711978e-05,61.7,12.957,13.133,842.5,3420,,,, | |
| 1900,0,0.07351,2.5864485981308413e-05,81.2,12.957,13.133,850.4,3410,,,, | |
| 1920,0,0.09196,2.5800764655904845e-05,72.1,12.957,13.133,859.3,3403,,,, | |
| 1940,0,0.10419,2.5737043330501274e-05,86.1,12.957,13.133,866.7,3391,,,, | |
| 1960,0,0.05586,2.5673322005097706e-05,95.4,12.957,13.133,873.4,3376,,,, | |
| 1980,0,0.12768,2.560960067969414e-05,71.2,12.957,13.133,882.4,3370,,,, | |
| 2000,0,0.05465,2.554587935429057e-05,75.1,12.957,13.133,891.0,3362,,,, | |
| 2020,0,0.09087,2.5482158028887e-05,69.9,12.957,13.133,900.1,3357,,,, | |
| 2040,0,0.09986,2.5418436703483433e-05,76.1,12.957,13.133,908.5,3348,,,, | |
| 2060,0,0.07248,2.5354715378079862e-05,66.5,12.957,13.133,918.1,3345,,,, | |
| 2080,0,0.10174,2.5290994052676297e-05,66.4,12.957,13.133,927.8,3341,,,, | |
| 2100,0,0.06688,2.522727272727273e-05,71.6,12.957,13.133,936.7,3334,,,, | |
| 2120,0,0.08858,2.5163551401869158e-05,66.6,12.957,13.133,946.3,3330,,,, | |
| 2140,0,0.09811,2.509983007646559e-05,57.4,12.957,13.133,957.5,3332,,,, | |
| 2160,0,0.06774,2.5036108751062025e-05,69.7,12.957,13.133,966.7,3326,,,, | |
| 2180,0,0.09665,2.4972387425658453e-05,75.6,12.957,13.133,975.1,3318,,,, | |
| 2200,0,0.0665,2.4908666100254885e-05,76.0,12.957,13.133,983.5,3309,,,, | |
| 2220,0,0.08279,2.4844944774851317e-05,61.5,12.957,13.133,994.0,3307,,,, | |
| 2240,0,0.07478,2.478122344944775e-05,81.7,12.957,13.133,1001.8,3297,,,, | |
| 2260,0,0.08226,2.471750212404418e-05,64.5,12.957,13.133,1011.7,3293,,,, | |
| 2280,0,0.11436,2.4653780798640613e-05,62.9,12.957,13.133,1021.9,3290,,,, | |
| 2300,0,0.08772,2.4590059473237045e-05,71.0,12.957,13.133,1030.9,3284,,,, | |
| 2320,0,0.07195,2.4526338147833473e-05,73.5,12.957,13.133,1039.6,3276,,,, | |
| 2340,0,0.12296,2.446261682242991e-05,83.8,12.957,13.133,1047.3,3264,,,, | |
| 2360,0,0.08304,2.439889549702634e-05,63.1,12.957,13.133,1057.4,3261,,,, | |
| 2380,0,0.07734,2.433517417162277e-05,75.5,12.957,13.133,1065.9,3253,,,, | |
| 2400,0,0.06877,2.42714528462192e-05,78.3,12.957,13.133,1074.0,3243,,,, | |
| 2420,0,0.10848,2.4207731520815636e-05,85.9,12.957,13.133,1081.5,3231,,,, | |
| 2440,0,0.03477,2.4144010195412065e-05,83.0,12.957,13.133,1089.2,3220,,,, | |
| 2460,0,0.17972,2.4080288870008497e-05,62.1,12.957,13.133,1099.5,3217,,,, | |
| 2480,0,0.10408,2.401656754460493e-05,62.8,12.957,13.133,1109.7,3214,,,, | |
| 2500,0,0.09738,2.3952846219201357e-05,66.9,12.957,13.133,1119.3,3208,0.08354,0.97643,0.99613,0.8861 | |
| 2520,0,0.09403,2.3889124893797792e-05,70.4,12.957,13.133,1179.8,3202,,,, | |
| 2540,0,0.09673,2.3825403568394224e-05,66.6,12.957,13.133,1189.4,3196,,,, | |
| 2560,0,0.13906,2.3761682242990653e-05,68.8,12.957,13.133,1198.7,3190,,,, | |
| 2580,0,0.06143,2.3697960917587085e-05,87.3,12.957,13.133,1206.0,3178,,,, | |
| 2600,0,0.08035,2.363423959218352e-05,71.2,12.957,13.133,1215.0,3170,,,, | |
| 2620,0,0.09823,2.3570518266779952e-05,68.2,12.957,13.133,1224.4,3164,,,, | |
| 2640,0,0.0843,2.350679694137638e-05,82.3,12.957,13.133,1232.2,3154,,,, | |
| 2660,0,0.0496,2.3443075615972812e-05,93.3,12.957,13.133,1239.0,3140,,,, | |
| 2680,0,0.072,2.3379354290569244e-05,77.3,12.957,13.133,1247.3,3131,,,, | |
| 2700,0,0.06786,2.3315632965165676e-05,68.0,12.957,13.133,1256.7,3125,,,, | |
| 2720,0,0.09985,2.3251911639762108e-05,82.3,12.957,13.133,1264.5,3114,,,, | |
| 2740,0,0.10277,2.318819031435854e-05,69.1,12.957,13.133,1273.7,3108,,,, | |
| 2760,0,0.05185,2.312446898895497e-05,72.9,12.957,13.133,1282.5,3100,,,, | |
| 2780,0,0.10491,2.3060747663551404e-05,77.3,12.957,13.133,1290.8,3091,,,, | |
| 2800,0,0.08649,2.2997026338147836e-05,63.8,12.957,13.133,1300.8,3086,,,, | |
| 2820,0,0.05712,2.2933305012744264e-05,89.6,12.957,13.133,1308.0,3074,,,, | |
| 2840,0,0.08216,2.2869583687340696e-05,62.5,12.957,13.133,1318.2,3069,,,, | |
| 2860,0,0.0779,2.2805862361937128e-05,60.4,12.957,13.133,1328.8,3066,,,, | |
| 2880,0,0.03263,2.274214103653356e-05,74.2,12.957,13.133,1337.4,3058,,,, | |
| 2900,0,0.04114,2.2678419711129992e-05,76.5,12.957,13.133,1345.8,3049,,,, | |
| 2920,0,0.10578,2.2614698385726424e-05,73.0,12.957,13.133,1354.6,3040,,,, | |
| 2940,0,0.08776,2.2550977060322852e-05,54.9,12.957,13.133,1366.2,3039,,,, | |
| 2960,0,0.09051,2.2487255734919288e-05,71.5,12.957,13.133,1375.2,3032,,,, | |
| 2980,0,0.04238,2.242353440951572e-05,89.0,12.957,13.133,1382.4,3020,,,, | |
| 3000,0,0.05557,2.235981308411215e-05,67.4,12.957,13.133,1391.8,3013,,,, | |
| 3020,0,0.05912,2.229609175870858e-05,87.5,12.957,13.133,1399.2,3002,,,, | |
| 3040,0,0.05564,2.2232370433305012e-05,76.5,12.957,13.133,1407.5,2993,,,, | |
| 3060,0,0.07358,2.2168649107901447e-05,80.5,12.957,13.133,1415.5,2983,,,, | |
| 3080,0,0.07145,2.2104927782497876e-05,67.4,12.957,13.133,1425.0,2976,,,, | |
| 3100,0,0.06806,2.2041206457094308e-05,65.8,12.957,13.133,1434.7,2970,,,, | |
| 3120,0,0.04876,2.197748513169074e-05,70.5,12.957,13.133,1443.8,2963,,,, | |
| 3140,0,0.06113,2.191376380628717e-05,69.9,12.957,13.133,1452.9,2955,,,, | |
| 3160,0,0.04846,2.1850042480883604e-05,81.9,12.957,13.133,1460.7,2945,,,, | |
| 3180,0,0.05859,2.1786321155480035e-05,70.7,12.957,13.133,1469.8,2937,,,, | |
| 3200,0,0.09876,2.1722599830076464e-05,69.1,12.957,13.133,1479.1,2930,,,, | |
| 3220,0,0.0691,2.16588785046729e-05,72.2,12.957,13.133,1487.9,2922,,,, | |
| 3240,0,0.02506,2.159515717926933e-05,65.9,12.957,13.133,1497.6,2916,,,, | |
| 3260,0,0.04611,2.153143585386576e-05,67.9,12.957,13.133,1507.0,2909,,,, | |
| 3280,0,0.07513,2.146771452846219e-05,64.4,12.957,13.133,1517.0,2903,,,, | |
| 3300,0,0.09106,2.1403993203058624e-05,86.1,12.957,13.133,1524.4,2892,,,, | |
| 3320,0,0.07776,2.1340271877655055e-05,73.9,12.957,13.133,1533.1,2884,,,, | |
| 3340,0,0.0416,2.1276550552251487e-05,101.7,12.957,13.133,1539.4,2870,,,, | |
| 3360,0,0.0631,2.121282922684792e-05,66.7,12.957,13.133,1549.0,2864,,,, | |
| 3380,0,0.07246,2.1149107901444348e-05,67.4,12.957,13.133,1558.5,2857,,,, | |
| 3400,0,0.0831,2.1085386576040783e-05,79.4,12.957,13.133,1566.5,2847,,,, | |
| 3420,0,0.08234,2.1021665250637215e-05,72.6,12.957,13.133,1575.3,2839,,,, | |
| 3440,0,0.08466,2.0957943925233647e-05,68.2,12.957,13.133,1584.7,2832,,,, | |
| 3460,0,0.05655,2.0894222599830075e-05,72.9,12.957,13.133,1593.5,2824,,,, | |
| 3480,0,0.06352,2.0830501274426507e-05,57.2,12.957,13.133,1604.7,2820,,,, | |
| 3500,0,0.04625,2.0766779949022943e-05,84.7,12.957,13.133,1612.2,2809,,,, | |
| 3520,0,0.03823,2.070305862361937e-05,94.6,12.957,13.133,1619.0,2797,,,, | |
| 3540,0,0.08285,2.0639337298215803e-05,77.3,12.957,13.133,1627.3,2788,,,, | |
| 3560,0,0.06093,2.0575615972812235e-05,80.4,12.957,13.133,1635.2,2778,,,, | |
| 3580,0,0.05367,2.0511894647408667e-05,75.7,12.957,13.133,1643.7,2769,,,, | |
| 3600,0,0.06575,2.04481733220051e-05,67.5,12.957,13.133,1653.2,2762,,,, | |
| 3620,0,0.11097,2.038445199660153e-05,69.8,12.957,13.133,1662.4,2755,,,, | |
| 3640,0,0.05022,2.032073067119796e-05,96.3,12.957,13.133,1669.0,2743,,,, | |
| 3660,0,0.06598,2.025700934579439e-05,76.4,12.957,13.133,1677.4,2734,,,, | |
| 3680,0,0.07757,2.0193288020390827e-05,69.8,12.957,13.133,1686.6,2726,,,, | |
| 3700,0,0.06255,2.0129566694987255e-05,86.4,12.957,13.133,1694.0,2715,,,, | |
| 3720,0,0.04166,2.0065845369583687e-05,69.6,12.957,13.133,1703.1,2708,,,, | |
| 3740,0,0.09515,2.000212404418012e-05,68.2,12.957,13.133,1712.5,2700,,,, | |
| 3750,0,0.11501,1.9970263381478337e-05,76.0,12.957,13.133,1716.7,2696,0.05597,0.98305,0.99822,0.95318 | |
| 3760,0,0.04873,1.993840271877655e-05,72.9,12.957,13.133,1773.4,2692,,,, | |
| 3780,0,0.08283,1.9874681393372983e-05,77.5,12.957,13.133,1781.6,2683,,,, | |
| 3800,0,0.0748,1.9810960067969415e-05,72.8,12.957,13.133,1790.4,2674,,,, | |
| 3820,0,0.11127,1.9747238742565847e-05,69.6,12.957,13.133,1799.6,2667,,,, | |
| 3840,0,0.06913,1.9683517417162275e-05,77.7,12.957,13.133,1807.9,2658,,,, | |
| 3860,0,0.03809,1.961979609175871e-05,68.0,12.957,13.133,1817.3,2650,,,, | |
| 3880,0,0.04129,1.9556074766355142e-05,75.9,12.957,13.133,1825.7,2641,,,, | |
| 3900,0,0.08388,1.949235344095157e-05,70.7,12.957,13.133,1834.8,2633,,,, | |
| 3920,0,0.09063,1.9428632115548003e-05,70.6,12.957,13.133,1843.8,2626,,,, | |
| 3940,0,0.08573,1.9364910790144438e-05,62.0,12.957,13.133,1854.1,2620,,,, | |
| 3960,0,0.0597,1.9301189464740867e-05,77.4,12.957,13.133,1862.4,2610,,,, | |
| 3980,0,0.13358,1.92374681393373e-05,84.8,12.957,13.133,1870.0,2600,,,, | |
| 4000,0,0.07208,1.917374681393373e-05,69.3,12.957,13.133,1879.2,2593,,,, | |
| 4020,0,0.08458,1.9110025488530162e-05,71.7,12.957,13.133,1888.1,2584,,,, | |
| 4040,0,0.08685,1.9046304163126594e-05,64.7,12.957,13.133,1898.0,2578,,,, | |
| 4060,0,0.0777,1.8982582837723026e-05,76.0,12.957,13.133,1906.5,2569,,,, | |
| 4080,0,0.06219,1.8918861512319455e-05,59.3,12.957,13.133,1917.2,2563,,,, | |
| 4100,0,0.03318,1.8855140186915887e-05,73.5,12.957,13.133,1925.9,2555,,,, | |
| 4120,0,0.05001,1.8791418861512322e-05,74.8,12.957,13.133,1934.5,2546,,,, | |
| 4140,0,0.09007,1.872769753610875e-05,65.9,12.957,13.133,1944.2,2539,,,, | |
| 4160,0,0.06556,1.8663976210705182e-05,70.5,12.957,13.133,1953.3,2531,,,, | |
| 4180,0,0.07277,1.8600254885301614e-05,65.1,12.957,13.133,1963.1,2524,,,, | |
| 4200,0,0.06252,1.853653355989805e-05,74.1,12.957,13.133,1971.8,2515,,,, | |
| 4220,0,0.05228,1.8472812234494478e-05,95.9,12.957,13.133,1978.4,2504,,,, | |
| 4240,0,0.04207,1.840909090909091e-05,89.9,12.957,13.133,1985.6,2493,,,, | |
| 4260,0,0.11709,1.8345369583687342e-05,59.2,12.957,13.133,1996.4,2488,,,, | |
| 4280,0,0.05393,1.828164825828377e-05,76.9,12.957,13.133,2004.7,2478,,,, | |
| 4300,0,0.09023,1.8217926932880206e-05,60.2,12.957,13.133,2015.3,2472,,,, | |
| 4320,0,0.0745,1.8154205607476638e-05,81.0,12.957,13.133,2023.2,2463,,,, | |
| 4340,0,0.04241,1.8090484282073066e-05,63.2,12.957,13.133,2033.3,2456,,,, | |
| 4360,0,0.07594,1.8026762956669498e-05,61.8,12.957,13.133,2043.7,2450,,,, | |
| 4380,0,0.02425,1.7963041631265933e-05,64.9,12.957,13.133,2053.6,2443,,,, | |
| 4400,0,0.08944,1.7899320305862362e-05,62.3,12.957,13.133,2063.8,2436,,,, | |
| 4420,0,0.07593,1.7835598980458794e-05,69.0,12.957,13.133,2073.1,2428,,,, | |
| 4440,0,0.04351,1.7771877655055226e-05,81.8,12.957,13.133,2080.9,2418,,,, | |
| 4460,0,0.03204,1.7708156329651654e-05,70.9,12.957,13.133,2089.9,2410,,,, | |
| 4480,0,0.05587,1.764443500424809e-05,65.1,12.957,13.133,2099.8,2403,,,, | |
| 4500,0,0.03737,1.758071367884452e-05,73.9,12.957,13.133,2108.4,2394,,,, | |
| 4520,0,0.04455,1.751699235344095e-05,68.2,12.957,13.133,2117.8,2386,,,, | |
| 4540,0,0.0388,1.7453271028037382e-05,78.2,12.957,13.133,2126.0,2377,,,, | |
| 4560,0,0.07318,1.7389549702633817e-05,60.5,12.957,13.133,2136.6,2371,,,, | |
| 4580,0,0.07732,1.732582837723025e-05,63.0,12.957,13.133,2146.7,2364,,,, | |
| 4600,0,0.05311,1.7262107051826678e-05,62.3,12.957,13.133,2157.0,2357,,,, | |
| 4620,0,0.0675,1.719838572642311e-05,67.5,12.957,13.133,2166.5,2349,,,, | |
| 4640,0,0.06562,1.713466440101954e-05,98.3,12.957,13.133,2173.0,2338,,,, | |
| 4660,0,0.07196,1.7070943075615973e-05,64.5,12.957,13.133,2182.9,2331,,,, | |
| 4680,0,0.05662,1.7007221750212405e-05,76.0,12.957,13.133,2191.3,2321,,,, | |
| 4700,0,0.05744,1.6943500424808837e-05,80.1,12.957,13.133,2199.3,2312,,,, | |
| 4720,0,0.08038,1.6879779099405266e-05,63.2,12.957,13.133,2209.4,2305,,,, | |
| 4740,0,0.05095,1.68160577740017e-05,70.9,12.957,13.133,2218.5,2297,,,, | |
| 4760,0,0.098,1.6752336448598133e-05,70.7,12.957,13.133,2227.5,2288,,,, | |
| 4780,0,0.07721,1.668861512319456e-05,84.6,12.957,13.133,2235.1,2278,,,, | |
| 4800,0,0.05332,1.6624893797790993e-05,72.6,12.957,13.133,2243.9,2270,,,, | |
| 4820,0,0.05705,1.6561172472387425e-05,71.4,12.957,13.133,2252.9,2261,,,, | |
| 4840,0,0.05274,1.6497451146983857e-05,58.2,12.957,13.133,2263.9,2255,,,, | |
| 4860,0,0.03311,1.643372982158029e-05,83.0,12.957,13.133,2271.6,2245,,,, | |
| 4880,0,0.03198,1.637000849617672e-05,74.0,12.957,13.133,2280.2,2237,,,, | |
| 4900,0,0.05952,1.630628717077315e-05,62.3,12.957,13.133,2290.5,2229,,,, | |
| 4920,0,0.0442,1.6242565845369585e-05,66.7,12.957,13.133,2300.1,2222,,,, | |
| 4940,0,0.06009,1.6178844519966017e-05,72.0,12.957,13.133,2309.0,2213,,,, | |
| 4960,0,0.03121,1.611512319456245e-05,62.4,12.957,13.133,2319.2,2206,,,, | |
| 4980,0,0.05693,1.6051401869158877e-05,65.3,12.957,13.133,2329.0,2198,,,, | |
| 5000,0,0.06858,1.5987680543755312e-05,71.9,12.957,13.133,2337.9,2190,0.046,0.98741,0.99853,0.95657 | |
| 5009,0,0.07588,1.5959005947323706e-05,97.3,12.957,13.133,2393.6,2185,0.0471,0.98746,0.99848,0.95378 | |
| 5020,1,0.02634,1.5923959218351744e-05,82.3,12.957,13.133,2451.3,2180,,,, | |
| 5040,1,0.0553,1.5860237892948173e-05,75.3,12.957,13.133,2459.8,2171,,,, | |
| 5060,1,0.03058,1.5796516567544605e-05,72.8,12.957,13.133,2468.6,2162,,,, | |
| 5080,1,0.04746,1.5732795242141037e-05,62.8,12.957,13.133,2478.8,2155,,,, | |
| 5100,1,0.05239,1.566907391673747e-05,85.5,12.957,13.133,2486.3,2145,,,, | |
| 5120,1,0.04319,1.56053525913339e-05,75.0,12.957,13.133,2494.8,2136,,,, | |
| 5140,1,0.02477,1.5541631265930333e-05,66.5,12.957,13.133,2504.5,2128,,,, | |
| 5160,1,0.03801,1.547790994052676e-05,81.3,12.957,13.133,2512.3,2118,,,, | |
| 5180,1,0.0518,1.5414188615123196e-05,108.2,12.957,13.133,2518.3,2107,,,, | |
| 5200,1,0.03274,1.5350467289719628e-05,67.4,12.957,13.133,2527.7,2099,,,, | |
| 5220,1,0.02178,1.5286745964316057e-05,80.4,12.957,13.133,2535.7,2090,,,, | |
| 5240,1,0.0481,1.5223024638912489e-05,61.6,12.957,13.133,2546.1,2083,,,, | |
| 5260,1,0.09417,1.5159303313508922e-05,74.2,12.957,13.133,2554.7,2074,,,, | |
| 5280,1,0.0492,1.509558198810535e-05,71.6,12.957,13.133,2563.7,2065,,,, | |
| 5300,1,0.03453,1.5031860662701784e-05,60.9,12.957,13.133,2574.2,2058,,,, | |
| 5320,1,0.01756,1.4968139337298216e-05,57.2,12.957,13.133,2585.4,2052,,,, | |
| 5340,1,0.04211,1.4904418011894648e-05,70.9,12.957,13.133,2594.4,2043,,,, | |
| 5360,1,0.06567,1.4840696686491078e-05,71.0,12.957,13.133,2603.4,2035,,,, | |
| 5380,1,0.02769,1.4776975361087512e-05,62.0,12.957,13.133,2613.7,2027,,,, | |
| 5400,1,0.03959,1.4713254035683942e-05,62.0,12.957,13.133,2624.1,2020,,,, | |
| 5420,1,0.02799,1.4649532710280374e-05,68.0,12.957,13.133,2633.5,2012,,,, | |
| 5440,1,0.08605,1.4585811384876806e-05,68.6,12.957,13.133,2642.8,2003,,,, | |
| 5460,1,0.05379,1.4522090059473236e-05,68.6,12.957,13.133,2652.1,1995,,,, | |
| 5480,1,0.03286,1.445836873406967e-05,67.7,12.957,13.133,2661.6,1987,,,, | |
| 5500,1,0.0666,1.43946474086661e-05,74.8,12.957,13.133,2670.1,1978,,,, | |
| 5520,1,0.03685,1.4330926083262532e-05,87.6,12.957,13.133,2677.4,1968,,,, | |
| 5540,1,0.02861,1.4267204757858964e-05,62.7,12.957,13.133,2687.6,1961,,,, | |
| 5560,1,0.05208,1.4203483432455396e-05,81.1,12.957,13.133,2695.5,1951,,,, | |
| 5580,1,0.04012,1.4139762107051826e-05,125.5,12.957,13.133,2700.6,1939,,,, | |
| 5600,1,0.0342,1.407604078164826e-05,82.3,12.957,13.133,2708.4,1930,,,, | |
| 5620,1,0.0458,1.401231945624469e-05,70.0,12.957,13.133,2717.6,1922,,,, | |
| 5640,1,0.02065,1.3948598130841122e-05,72.1,12.957,13.133,2726.4,1913,,,, | |
| 5660,1,0.05034,1.3884876805437554e-05,62.6,12.957,13.133,2736.7,1905,,,, | |
| 5680,1,0.02209,1.3821155480033984e-05,72.9,12.957,13.133,2745.4,1897,,,, | |
| 5700,1,0.05621,1.3757434154630418e-05,68.3,12.957,13.133,2754.8,1888,,,, | |
| 5720,1,0.03269,1.3693712829226848e-05,79.3,12.957,13.133,2762.9,1879,,,, | |
| 5740,1,0.02551,1.362999150382328e-05,90.1,12.957,13.133,2770.0,1869,,,, | |
| 5760,1,0.00555,1.3566270178419712e-05,65.9,12.957,13.133,2779.7,1861,,,, | |
| 5780,1,0.064,1.3502548853016144e-05,66.2,12.957,13.133,2789.4,1853,,,, | |
| 5800,1,0.03932,1.3438827527612575e-05,79.7,12.957,13.133,2797.4,1844,,,, | |
| 5820,1,0.02253,1.3375106202209006e-05,61.3,12.957,13.133,2807.8,1836,,,, | |
| 5840,1,0.04029,1.3311384876805438e-05,71.8,12.957,13.133,2816.7,1828,,,, | |
| 5860,1,0.03217,1.324766355140187e-05,72.0,12.957,13.133,2825.6,1819,,,, | |
| 5880,1,0.05183,1.3183942225998301e-05,63.9,12.957,13.133,2835.6,1811,,,, | |
| 5900,1,0.05542,1.3120220900594732e-05,71.5,12.957,13.133,2844.6,1802,,,, | |
| 5920,1,0.03102,1.3056499575191165e-05,66.3,12.957,13.133,2854.3,1794,,,, | |
| 5940,1,0.0714,1.2992778249787595e-05,64.5,12.957,13.133,2864.2,1786,,,, | |
| 5960,1,0.04789,1.2929056924384027e-05,62.8,12.957,13.133,2874.4,1779,,,, | |
| 5980,1,0.06999,1.286533559898046e-05,65.6,12.957,13.133,2884.1,1770,,,, | |
| 6000,1,0.04846,1.2801614273576891e-05,61.1,12.957,13.133,2894.6,1763,,,, | |
| 6020,1,0.03049,1.2737892948173323e-05,75.5,12.957,13.133,2903.1,1754,,,, | |
| 6040,1,0.00432,1.2674171622769753e-05,74.4,12.957,13.133,2911.7,1745,,,, | |
| 6060,1,0.05036,1.2610450297366185e-05,61.9,12.957,13.133,2922.0,1737,,,, | |
| 6080,1,0.03953,1.2546728971962617e-05,78.8,12.957,13.133,2930.1,1728,,,, | |
| 6100,1,0.02367,1.2483007646559049e-05,63.8,12.957,13.133,2940.2,1720,,,, | |
| 6120,1,0.01284,1.241928632115548e-05,73.2,12.957,13.133,2948.9,1711,,,, | |
| 6140,1,0.05799,1.2355564995751913e-05,95.2,12.957,13.133,2955.6,1701,,,, | |
| 6160,1,0.01128,1.2291843670348343e-05,67.2,12.957,13.133,2965.1,1693,,,, | |
| 6180,1,0.04712,1.2228122344944777e-05,71.4,12.957,13.133,2974.1,1684,,,, | |
| 6200,1,0.03532,1.2164401019541207e-05,71.0,12.957,13.133,2983.1,1676,,,, | |
| 6220,1,0.04701,1.2100679694137637e-05,80.2,12.957,13.133,2991.1,1666,,,, | |
| 6240,1,0.04175,1.203695836873407e-05,80.8,12.957,13.133,2999.0,1657,,,, | |
| 6250,1,0.04467,1.2005097706032285e-05,48.7,12.957,13.133,3005.6,1654,0.05467,0.98603,0.99843,0.96484 | |
| 6260,1,0.05329,1.1973237043330501e-05,71.8,12.957,13.133,3061.6,1650,,,, | |
| 6280,1,0.02926,1.1909515717926933e-05,104.5,12.957,13.133,3067.7,1639,,,, | |
| 6300,1,0.09557,1.1845794392523365e-05,67.6,12.957,13.133,3077.2,1631,,,, | |
| 6320,1,0.03173,1.1782073067119797e-05,63.4,12.957,13.133,3087.3,1623,,,, | |
| 6340,1,0.02212,1.1718351741716227e-05,79.3,12.957,13.133,3095.4,1614,,,, | |
| 6360,1,0.04183,1.165463041631266e-05,114.1,12.957,13.133,3101.0,1603,,,, | |
| 6380,1,0.03398,1.159090909090909e-05,70.7,12.957,13.133,3110.0,1595,,,, | |
| 6400,1,0.02526,1.1527187765505523e-05,89.2,12.957,13.133,3117.2,1585,,,, | |
| 6420,1,0.05276,1.1463466440101955e-05,67.4,12.957,13.133,3126.7,1577,,,, | |
| 6440,1,0.05771,1.1399745114698385e-05,64.1,12.957,13.133,3136.7,1568,,,, | |
| 6460,1,0.03371,1.1336023789294818e-05,74.3,12.957,13.133,3145.3,1560,,,, | |
| 6480,1,0.01164,1.1272302463891249e-05,72.0,12.957,13.133,3154.2,1551,,,, | |
| 6500,1,0.06465,1.120858113848768e-05,88.2,12.957,13.133,3161.5,1541,,,, | |
| 6520,1,0.03712,1.1144859813084113e-05,77.5,12.957,13.133,3169.7,1532,,,, | |
| 6540,1,0.05561,1.1081138487680544e-05,74.0,12.957,13.133,3178.4,1523,,,, | |
| 6560,1,0.01981,1.1017417162276975e-05,83.7,12.957,13.133,3186.0,1514,,,, | |
| 6580,1,0.05338,1.0953695836873408e-05,69.3,12.957,13.133,3195.3,1506,,,, | |
| 6600,1,0.04691,1.0889974511469838e-05,72.2,12.957,13.133,3204.1,1497,,,, | |
| 6620,1,0.03252,1.082625318606627e-05,59.7,12.957,13.133,3214.8,1489,,,, | |
| 6640,1,0.03197,1.0762531860662702e-05,57.8,12.957,13.133,3225.9,1482,,,, | |
| 6660,1,0.05185,1.0698810535259133e-05,93.7,12.957,13.133,3232.7,1472,,,, | |
| 6680,1,0.06263,1.0635089209855566e-05,75.7,12.957,13.133,3241.2,1463,,,, | |
| 6700,1,0.02125,1.0571367884451996e-05,69.4,12.957,13.133,3250.4,1454,,,, | |
| 6720,1,0.02088,1.0507646559048428e-05,64.3,12.957,13.133,3260.4,1446,,,, | |
| 6740,1,0.03623,1.044392523364486e-05,68.4,12.957,13.133,3269.7,1438,,,, | |
| 6760,1,0.03119,1.0380203908241292e-05,63.7,12.957,13.133,3279.8,1430,,,, | |
| 6780,1,0.02303,1.0316482582837724e-05,65.1,12.957,13.133,3289.6,1421,,,, | |
| 6800,1,0.03927,1.0252761257434154e-05,78.7,12.957,13.133,3297.7,1412,,,, | |
| 6820,1,0.0266,1.0189039932030586e-05,60.4,12.957,13.133,3308.3,1404,,,, | |
| 6840,1,0.0309,1.0125318606627018e-05,86.3,12.957,13.133,3315.7,1395,,,, | |
| 6860,1,0.01276,1.006159728122345e-05,71.1,12.957,13.133,3324.7,1386,,,, | |
| 6880,1,0.04029,9.99787595581988e-06,83.8,12.957,13.133,3332.4,1377,,,, | |
| 6900,1,0.01982,9.934154630416314e-06,83.8,12.957,13.133,3340.0,1368,,,, | |
| 6920,1,0.03481,9.870433305012744e-06,65.2,12.957,13.133,3349.8,1359,,,, | |
| 6940,1,0.04858,9.806711979609176e-06,60.4,12.957,13.133,3360.4,1351,,,, | |
| 6960,1,0.03442,9.742990654205608e-06,85.5,12.957,13.133,3367.9,1342,,,, | |
| 6980,1,0.02365,9.67926932880204e-06,84.6,12.957,13.133,3375.5,1333,,,, | |
| 7000,1,0.03698,9.615548003398472e-06,65.9,12.957,13.133,3385.2,1324,,,, | |
| 7020,1,0.02483,9.551826677994902e-06,83.8,12.957,13.133,3392.8,1315,,,, | |
| 7040,1,0.03178,9.488105352591334e-06,77.8,12.957,13.133,3401.1,1306,,,, | |
| 7060,1,0.03735,9.424384027187766e-06,64.1,12.957,13.133,3411.0,1298,,,, | |
| 7080,1,0.07443,9.360662701784198e-06,74.2,12.957,13.133,3419.7,1289,,,, | |
| 7100,1,0.02627,9.296941376380628e-06,69.6,12.957,13.133,3428.9,1280,,,, | |
| 7120,1,0.03457,9.233220050977061e-06,73.6,12.957,13.133,3437.5,1271,,,, | |
| 7140,1,0.04569,9.169498725573492e-06,67.6,12.957,13.133,3447.0,1263,,,, | |
| 7160,1,0.02134,9.105777400169925e-06,57.2,12.957,13.133,3458.2,1255,,,, | |
| 7180,1,0.02019,9.042056074766356e-06,82.7,12.957,13.133,3465.9,1246,,,, | |
| 7200,1,0.03219,8.978334749362786e-06,57.9,12.957,13.133,3477.0,1238,,,, | |
| 7220,1,0.02055,8.91461342395922e-06,77.9,12.957,13.133,3485.2,1229,,,, | |
| 7240,1,0.00588,8.85089209855565e-06,102.6,12.957,13.133,3491.5,1219,,,, | |
| 7260,1,0.03122,8.787170773152081e-06,57.4,12.957,13.133,3502.6,1211,,,, | |
| 7280,1,0.04576,8.723449447748513e-06,62.9,12.957,13.133,3512.8,1203,,,, | |
| 7300,1,0.02569,8.659728122344945e-06,58.7,12.957,13.133,3523.7,1195,,,, | |
| 7320,1,0.06377,8.596006796941376e-06,86.7,12.957,13.133,3531.1,1186,,,, | |
| 7340,1,0.00984,8.532285471537809e-06,82.7,12.957,13.133,3538.8,1177,,,, | |
| 7360,1,0.02559,8.46856414613424e-06,74.4,12.957,13.133,3547.4,1168,,,, | |
| 7380,1,0.05262,8.404842820730673e-06,85.1,12.957,13.133,3554.9,1159,,,, | |
| 7400,1,0.01546,8.341121495327103e-06,69.6,12.957,13.133,3564.1,1150,,,, | |
| 7420,1,0.02079,8.277400169923533e-06,70.7,12.957,13.133,3573.2,1141,,,, | |
| 7440,1,0.04407,8.213678844519967e-06,65.9,12.957,13.133,3582.9,1133,,,, | |
| 7460,1,0.09019,8.149957519116397e-06,68.0,12.957,13.133,3592.3,1124,,,, | |
| 7480,1,0.06463,8.086236193712829e-06,89.6,12.957,13.133,3599.4,1115,,,, | |
| 7500,1,0.02854,8.022514868309261e-06,75.3,12.957,13.133,3607.9,1106,0.05807,0.98466,0.99833,0.96127 | |