diagnostics/scalars.csv

iter,loss,L_he,L_ihc,frac_he,grad_norm_he_in,grad_norm_ihc_in,grad_norm_ratio,weight_norm_he_in,weight_norm_ihc_in,global_grad_norm,global_weight_norm,wall_min
1,0.324302,0.000000,0.324302,0.000,0.000000e+00,0.000000e+00,0.0000,5.583580e+00,5.638622e+00,7.548024e+00,1.940006e+02,0.12
20,0.089554,0.081879,0.244727,0.632,2.766188e-02,0.000000e+00,0.0000,5.584023e+00,5.640231e+00,3.419123e+00,1.940468e+02,0.58
40,0.066283,0.071500,0.145946,0.564,4.849450e-02,0.000000e+00,0.0000,5.581692e+00,5.648373e+00,1.805875e+00,1.940822e+02,1.05
60,0.064310,0.069549,0.111944,0.576,9.486559e-03,1.092996e-02,1.1522,5.578803e+00,5.653113e+00,1.594219e+00,1.941521e+02,1.53
80,0.058560,0.063121,0.099887,0.557,1.695267e-01,0.000000e+00,0.0000,5.574450e+00,5.660866e+00,2.832275e+00,1.942087e+02,2.03
100,0.043342,0.065942,0.081857,0.535,6.481587e-02,0.000000e+00,0.0000,5.571587e+00,5.664681e+00,1.141574e+00,1.942350e+02,2.51
120,0.061614,0.083823,0.066899,0.400,1.632406e-02,2.006876e-02,1.2294,5.569613e+00,5.667080e+00,6.737235e-01,1.942438e+02,2.99
140,0.048947,0.062868,0.060563,0.525,3.446998e-02,0.000000e+00,0.0000,5.569869e+00,5.668146e+00,1.040985e+00,1.942578e+02,3.49
160,0.049611,0.063149,0.056116,0.550,5.976567e-02,2.827867e-02,0.4732,5.570674e+00,5.666029e+00,5.637211e-01,1.942699e+02,3.98
180,0.102211,0.058272,0.064615,0.575,8.403253e-02,9.264228e-02,1.1025,5.570328e+00,5.662053e+00,1.827627e+00,1.942747e+02,4.52
200,0.097045,0.054950,0.072664,0.580,1.209880e-01,7.290323e-02,0.6026,5.570700e+00,5.662363e+00,3.526256e+00,1.943031e+02,5.02
220,0.033361,0.054821,0.065552,0.550,1.923540e-02,1.956470e-02,1.0171,5.570779e+00,5.661845e+00,1.287460e+00,1.943287e+02,5.52
240,0.080996,0.054572,0.054693,0.400,4.239826e-02,5.615345e-02,1.3244,5.571740e+00,5.661584e+00,1.122531e+00,1.943435e+02,6.01
260,0.063296,0.052931,0.051666,0.483,9.337264e-02,0.000000e+00,0.0000,5.571977e+00,5.661757e+00,2.647556e+00,1.943480e+02,6.51
280,0.044879,0.058842,0.046476,0.487,9.683609e-02,1.059916e-01,1.0945,5.570150e+00,5.663661e+00,1.611818e+00,1.943532e+02,7.01
300,0.026623,0.055695,0.043483,0.510,5.903780e-02,5.889061e-02,0.9975,5.569783e+00,5.663438e+00,9.914533e-01,1.943600e+02,7.51
320,0.047551,0.051881,0.050056,0.500,1.334103e-01,7.245490e-02,0.5431,5.569125e+00,5.663356e+00,1.822765e+00,1.943776e+02,8.00
340,0.037491,0.053044,0.043878,0.350,1.224490e-01,4.781137e-02,0.3905,5.569310e+00,5.663685e+00,6.291920e-01,1.943802e+02,8.53
360,0.045606,0.050659,0.055919,0.417,9.152754e-02,0.000000e+00,0.0000,5.568435e+00,5.663766e+00,1.633592e+00,1.943848e+02,9.03
380,0.059510,0.055742,0.055933,0.400,9.560531e-02,8.094897e-02,0.8467,5.568558e+00,5.663101e+00,1.242207e+00,1.943912e+02,9.53
400,0.051844,0.051799,0.047156,0.400,2.020893e-01,1.885759e-01,0.9331,5.568215e+00,5.662859e+00,2.524159e+00,1.944012e+02,10.03
420,0.071549,0.052409,0.042461,0.650,5.727115e-02,0.000000e+00,0.0000,5.566864e+00,5.663506e+00,1.425454e+00,1.944113e+02,10.53
440,0.034839,0.050828,0.045298,0.500,9.655500e-02,5.825986e-02,0.6034,5.565866e+00,5.664511e+00,9.088429e-01,1.944141e+02,11.02
460,0.045731,0.051757,0.047090,0.500,1.329883e-01,3.960652e-02,0.2978,5.565227e+00,5.666553e+00,8.658687e-01,1.944144e+02,11.51
480,0.048368,0.060934,0.054261,0.475,5.729677e-02,0.000000e+00,0.0000,5.562338e+00,5.668830e+00,1.320445e+00,1.944179e+02,12.02
500,0.047274,0.052398,0.053334,0.520,5.300744e-02,5.737199e-02,1.0823,5.562580e+00,5.667985e+00,9.767188e-01,1.944252e+02,12.55
520,0.072722,0.052426,0.047749,0.600,1.831990e-01,0.000000e+00,0.0000,5.561999e+00,5.668086e+00,3.654111e+00,1.944359e+02,13.28
540,0.055554,0.055720,0.053440,0.525,3.209858e-02,6.382165e-02,1.9883,5.561582e+00,5.665567e+00,3.070851e-01,1.944423e+02,13.78
560,0.034488,0.050804,0.044285,0.533,1.854259e-01,1.345614e-01,0.7257,5.561594e+00,5.665299e+00,1.196357e+00,1.944471e+02,14.28
580,0.039879,0.047124,0.040886,0.550,5.992791e-02,0.000000e+00,0.0000,5.561020e+00,5.666300e+00,8.843369e-01,1.944544e+02,14.78
600,0.039756,0.045176,0.039605,0.530,5.762917e-02,0.000000e+00,0.0000,5.559803e+00,5.666136e+00,9.891162e-01,1.944563e+02,15.27
620,0.030025,0.051738,0.043717,0.550,5.840681e-02,4.439857e-02,0.7602,5.558890e+00,5.667346e+00,5.061632e-01,1.944599e+02,15.77
640,0.027296,0.047171,0.037159,0.500,8.537418e-02,3.776766e-02,0.4424,5.559151e+00,5.667233e+00,7.796339e-01,1.944667e+02,16.26
660,0.047204,0.049115,0.036882,0.517,9.682799e-02,0.000000e+00,0.0000,5.558652e+00,5.667965e+00,7.320146e-01,1.944746e+02,16.82
680,0.023718,0.055043,0.032491,0.512,1.610207e-01,7.466858e-02,0.4637,5.556867e+00,5.669338e+00,9.509891e-01,1.944761e+02,17.35
700,0.040362,0.047732,0.035761,0.510,8.112706e-02,0.000000e+00,0.0000,5.556290e+00,5.671142e+00,1.107794e+00,1.944794e+02,17.89
720,0.047241,0.045719,0.036350,0.400,1.615395e-02,0.000000e+00,0.0000,5.555193e+00,5.672166e+00,6.203774e-01,1.944808e+02,18.42
740,0.053635,0.053625,0.036141,0.475,5.036171e-02,3.867149e-02,0.7679,5.554117e+00,5.672397e+00,4.827808e-01,1.944874e+02,18.96
760,0.029041,0.052613,0.033061,0.433,1.281855e-01,1.245965e-01,0.9720,5.553406e+00,5.673182e+00,9.581065e-01,1.944897e+02,19.50
780,0.069766,0.059018,0.034347,0.463,1.865866e-02,0.000000e+00,0.0000,5.553125e+00,5.673737e+00,4.002537e-01,1.944946e+02,20.04
800,0.049542,0.056743,0.041526,0.480,1.448918e-01,0.000000e+00,0.0000,5.552910e+00,5.674387e+00,1.459499e+00,1.945031e+02,20.55
820,0.057185,0.062902,0.054434,0.550,4.916273e-02,5.786880e-02,1.1771,5.552092e+00,5.672155e+00,1.628715e+00,1.944977e+02,21.08
840,0.032963,0.052129,0.047537,0.575,1.070931e-01,9.371609e-02,0.8751,5.553123e+00,5.670137e+00,1.139313e+00,1.945024e+02,21.57
860,0.053212,0.050836,0.042579,0.533,1.508684e-02,0.000000e+00,0.0000,5.552309e+00,5.671721e+00,3.820408e-01,1.945045e+02,22.08
880,0.036197,0.044644,0.035957,0.500,3.739530e-02,4.333575e-02,1.1589,5.552338e+00,5.671531e+00,3.969577e-01,1.945076e+02,22.57
900,0.030575,0.045782,0.032057,0.500,1.993808e-01,1.166504e-01,0.5851,5.550829e+00,5.674816e+00,1.744140e+00,1.945163e+02,23.07
920,0.048108,0.048038,0.035179,0.400,1.735038e-01,9.684280e-02,0.5582,5.550590e+00,5.675790e+00,1.438468e+00,1.945157e+02,23.57
940,0.054144,0.049635,0.029078,0.450,1.099340e-01,0.000000e+00,0.0000,5.550489e+00,5.676662e+00,1.127040e+00,1.945251e+02,24.07
960,0.048444,0.050640,0.036340,0.467,1.843586e-01,1.655948e-01,0.8982,5.549499e+00,5.677701e+00,1.449629e+00,1.945288e+02,24.57
980,0.122711,0.088276,0.049724,0.475,2.262226e-01,0.000000e+00,0.0000,5.549997e+00,5.676556e+00,5.142752e+00,1.945322e+02,25.10
1000,0.042467,0.061811,0.046647,0.480,6.969271e-02,0.000000e+00,0.0000,5.550200e+00,5.674387e+00,1.414025e+00,1.945425e+02,25.60
1020,0.039346,0.050864,0.041000,0.650,3.308066e-02,0.000000e+00,0.0000,5.550016e+00,5.674968e+00,5.275340e-01,1.945527e+02,26.44
1040,0.054894,0.046731,0.036354,0.575,2.280999e-01,0.000000e+00,0.0000,5.548873e+00,5.677880e+00,2.509141e+00,1.945561e+02,26.96
1060,0.035178,0.050622,0.032894,0.550,6.499536e-02,0.000000e+00,0.0000,5.548066e+00,5.678804e+00,8.733478e-01,1.945620e+02,27.49
1080,0.021282,0.044066,0.034804,0.575,2.265670e-02,4.638132e-02,2.0471,5.547132e+00,5.681318e+00,5.455552e-01,1.945771e+02,28.01
1100,0.034238,0.041705,0.038459,0.540,1.906997e-02,0.000000e+00,0.0000,5.546820e+00,5.680777e+00,3.974923e-01,1.945912e+02,28.54
1120,0.012649,0.040392,0.030906,0.500,2.311216e-02,5.687568e-02,2.4609,5.546716e+00,5.681136e+00,2.906373e-01,1.945973e+02,29.07
1140,0.027933,0.040245,0.032691,0.575,9.464227e-02,9.191974e-02,0.9712,5.545743e+00,5.683726e+00,8.857016e-01,1.946002e+02,29.61
1160,0.027641,0.047474,0.035061,0.567,6.040934e-02,4.746462e-02,0.7857,5.546196e+00,5.680885e+00,6.108094e-01,1.946039e+02,30.14
1180,0.042171,0.048496,0.035034,0.600,4.149661e-02,0.000000e+00,0.0000,5.546381e+00,5.680843e+00,5.676679e-01,1.946015e+02,30.72
1200,0.018491,0.049659,0.042841,0.550,4.627964e-02,4.814796e-02,1.0404,5.546086e+00,5.680806e+00,5.894015e-01,1.946019e+02,31.28
1220,0.033199,0.044426,0.044717,0.700,2.022071e-02,0.000000e+00,0.0000,5.544712e+00,5.683592e+00,5.516331e-01,1.946058e+02,31.82
1240,0.057997,0.045481,0.037749,0.575,1.568177e-02,0.000000e+00,0.0000,5.544625e+00,5.683716e+00,4.256030e-01,1.946113e+02,32.34
1260,0.043509,0.044120,0.037564,0.583,1.083245e-01,0.000000e+00,0.0000,5.543569e+00,5.685157e+00,1.200596e+00,1.946112e+02,32.86
1280,0.050910,0.044558,0.040452,0.600,4.556788e-02,0.000000e+00,0.0000,5.543593e+00,5.683908e+00,4.236941e-01,1.946181e+02,33.37
1300,0.021324,0.046538,0.038818,0.570,7.591476e-02,3.317392e-02,0.4370,5.543845e+00,5.684491e+00,9.917816e-01,1.946209e+02,33.92
1320,0.013786,0.042765,0.035769,0.600,5.248239e-02,5.492505e-02,1.0465,5.543582e+00,5.685115e+00,4.774507e-01,1.946365e+02,34.42
1340,0.046074,0.044198,0.032406,0.600,8.377425e-02,0.000000e+00,0.0000,5.542824e+00,5.686985e+00,7.204953e-01,1.946430e+02,34.92
1360,0.052405,0.042716,0.027410,0.533,2.257293e-01,0.000000e+00,0.0000,5.542475e+00,5.687851e+00,1.633654e+00,1.946517e+02,35.42
1380,0.037036,0.041430,0.027357,0.537,3.882533e-02,0.000000e+00,0.0000,5.541284e+00,5.690038e+00,5.205108e-01,1.946570e+02,35.92
1400,0.049506,0.043883,0.039027,0.540,1.066708e-01,0.000000e+00,0.0000,5.541039e+00,5.690053e+00,1.282204e+00,1.946588e+02,36.42
1420,0.032331,0.042209,0.040357,0.400,1.077098e-01,7.954398e-02,0.7385,5.540939e+00,5.689275e+00,9.635142e-01,1.946600e+02,36.94
1440,0.067204,0.053284,0.042821,0.425,1.060799e-01,0.000000e+00,0.0000,5.540968e+00,5.689755e+00,1.597346e+00,1.946660e+02,37.43
1460,0.046470,0.045193,0.036346,0.500,6.375637e-02,0.000000e+00,0.0000,5.540559e+00,5.689218e+00,6.803362e-01,1.946665e+02,37.96
1480,0.027071,0.038279,0.038793,0.550,9.144689e-03,0.000000e+00,0.0000,5.540367e+00,5.690754e+00,5.281061e-01,1.946700e+02,38.46
1500,0.034629,0.041203,0.039800,0.580,7.319029e-02,0.000000e+00,0.0000,5.539738e+00,5.690425e+00,1.133185e+00,1.946750e+02,38.96
1520,0.067367,0.045813,0.033882,0.450,2.660393e-01,0.000000e+00,0.0000,5.540263e+00,5.690777e+00,1.933010e+00,1.946752e+02,39.70
1540,0.041980,0.042484,0.035466,0.425,4.374797e-02,5.043596e-02,1.1529,5.539608e+00,5.690997e+00,4.208666e-01,1.946810e+02,40.20
1560,0.033896,0.041791,0.031637,0.450,1.128763e-01,1.015497e-01,0.8997,5.538445e+00,5.693890e+00,7.631294e-01,1.946858e+02,40.73
1580,0.041068,0.040949,0.027690,0.475,1.045281e-01,0.000000e+00,0.0000,5.538965e+00,5.693044e+00,6.166756e-01,1.946885e+02,41.23
1600,0.027662,0.038047,0.027223,0.490,9.405930e-02,0.000000e+00,0.0000,5.538282e+00,5.694565e+00,4.379833e-01,1.946942e+02,41.74
1620,0.068109,0.039601,0.029563,0.450,3.191025e-01,0.000000e+00,0.0000,5.538123e+00,5.694763e+00,2.038394e+00,1.946973e+02,42.24
1640,0.048585,0.048424,0.027421,0.475,1.145634e-01,0.000000e+00,0.0000,5.537518e+00,5.695827e+00,1.244316e+00,1.946989e+02,42.77
1660,0.026821,0.042670,0.027332,0.400,4.244092e-02,2.434769e-02,0.5737,5.537140e+00,5.696678e+00,2.106124e-01,1.947040e+02,43.27
1680,0.027608,0.040122,0.025330,0.438,6.940031e-02,3.320777e-02,0.4785,5.537290e+00,5.696623e+00,5.453376e-01,1.947043e+02,43.76
1700,0.040613,0.049979,0.026589,0.460,3.250907e-02,0.000000e+00,0.0000,5.537097e+00,5.696033e+00,3.000476e-01,1.947068e+02,44.25
1720,0.040012,0.046941,0.032164,0.500,5.535909e-02,0.000000e+00,0.0000,5.537088e+00,5.696715e+00,8.963549e-01,1.947103e+02,44.73
1740,0.027709,0.039612,0.029663,0.575,1.906851e-02,0.000000e+00,0.0000,5.537459e+00,5.695901e+00,1.864649e-01,1.947145e+02,45.21
1760,0.025691,0.040833,0.027968,0.583,5.865173e-02,0.000000e+00,0.0000,5.536853e+00,5.697044e+00,6.697341e-01,1.947152e+02,45.69
1780,0.057605,0.041501,0.031269,0.562,2.818498e-01,0.000000e+00,0.0000,5.535778e+00,5.698503e+00,1.885291e+00,1.947235e+02,46.17
1800,0.017908,0.042587,0.031309,0.550,2.288410e-02,2.754798e-02,1.2038,5.535971e+00,5.698851e+00,2.667125e-01,1.947271e+02,46.67
1820,0.087921,0.048942,0.037609,0.400,5.441241e-01,0.000000e+00,0.0000,5.535568e+00,5.699698e+00,3.289169e+00,1.947329e+02,47.18
1840,0.026403,0.043830,0.047176,0.400,6.284043e-02,3.013557e-02,0.4796,5.534711e+00,5.699631e+00,1.475459e+00,1.947396e+02,47.69
1860,0.028723,0.042275,0.037263,0.450,4.909779e-02,4.314172e-02,0.8787,5.535226e+00,5.698647e+00,3.969506e-01,1.947814e+02,48.19
1880,0.062291,0.042702,0.035530,0.512,1.254650e-01,9.826966e-02,0.7832,5.535111e+00,5.699285e+00,8.574362e-01,1.948803e+02,48.71
1900,0.027759,0.039529,0.030349,0.490,4.966358e-02,0.000000e+00,0.0000,5.535405e+00,5.697826e+00,4.551176e-01,1.949534e+02,49.21
1920,0.023615,0.036719,0.025705,0.550,3.259157e-02,0.000000e+00,0.0000,5.535572e+00,5.697465e+00,4.351305e-01,1.949911e+02,49.73
1940,0.015398,0.037778,0.022409,0.525,5.442769e-02,1.150551e-02,0.2114,5.535234e+00,5.698595e+00,3.670271e-01,1.950269e+02,50.26
1960,0.022194,0.032503,0.024996,0.567,6.702087e-02,4.902003e-02,0.7314,5.535077e+00,5.700035e+00,3.598176e-01,1.950639e+02,50.79
1980,0.021655,0.035160,0.026033,0.562,3.060283e-02,2.383552e-02,0.7789,5.534276e+00,5.701390e+00,2.679132e-01,1.950762e+02,51.30
2000,0.012190,0.033719,0.022770,0.560,5.516376e-02,3.470086e-02,0.6291,5.533987e+00,5.701233e+00,4.319662e-01,1.950824e+02,51.82
2020,0.053668,0.039132,0.025279,0.450,1.672840e-01,0.000000e+00,0.0000,5.533281e+00,5.702682e+00,1.036174e+00,1.950837e+02,52.65
2040,0.039757,0.044809,0.025929,0.575,1.191412e-01,0.000000e+00,0.0000,5.532632e+00,5.703778e+00,6.945384e-01,1.950842e+02,53.16
2060,0.032820,0.042971,0.026034,0.550,1.974268e-01,1.347190e-01,0.6824,5.532865e+00,5.702568e+00,1.467161e+00,1.950864e+02,53.65
2080,0.066178,0.048310,0.029676,0.550,2.937919e-01,2.532831e-01,0.8621,5.532256e+00,5.704848e+00,3.305574e+00,1.950891e+02,54.15
2100,0.036526,0.045941,0.034931,0.530,4.971378e-02,0.000000e+00,0.0000,5.532545e+00,5.703135e+00,7.438536e-01,1.950904e+02,54.65
2120,0.033855,0.045313,0.027949,0.350,5.133863e-02,2.395115e-02,0.4665,5.532421e+00,5.705148e+00,3.093131e-01,1.950963e+02,55.18
2140,0.029976,0.038979,0.027678,0.475,1.435284e-01,0.000000e+00,0.0000,5.532067e+00,5.706230e+00,9.761593e-01,1.951007e+02,55.67
2160,0.023054,0.040270,0.027492,0.500,2.062072e-01,1.556067e-01,0.7546,5.531598e+00,5.706337e+00,1.503422e+00,1.951032e+02,56.17
2180,0.034572,0.037756,0.031363,0.500,1.418750e-01,0.000000e+00,0.0000,5.531488e+00,5.706691e+00,9.728462e-01,1.951085e+02,56.66
2200,0.019214,0.040566,0.027344,0.520,3.052374e-02,3.194327e-02,1.0465,5.531553e+00,5.706663e+00,3.734846e-01,1.951109e+02,57.16
2220,0.052481,0.041808,0.026860,0.350,2.503049e-01,0.000000e+00,0.0000,5.531326e+00,5.706203e+00,1.548072e+00,1.951292e+02,57.67
2240,0.026918,0.039601,0.026128,0.425,6.144042e-02,0.000000e+00,0.0000,5.530539e+00,5.708461e+00,5.563463e-01,1.951498e+02,58.17
2260,0.030097,0.037250,0.028137,0.433,7.947051e-02,9.466857e-02,1.1912,5.530687e+00,5.709204e+00,5.590177e-01,1.951719e+02,58.67
2280,0.024773,0.039931,0.033231,0.412,1.253409e-01,1.445064e-01,1.1529,5.530683e+00,5.709189e+00,1.508361e+00,1.951791e+02,59.20
2300,0.039643,0.038911,0.028586,0.440,4.422435e-02,0.000000e+00,0.0000,5.529804e+00,5.710015e+00,6.169448e-01,1.951959e+02,59.71
2320,0.043022,0.040254,0.025798,0.550,2.210120e-02,0.000000e+00,0.0000,5.529785e+00,5.710114e+00,2.675370e-01,1.952071e+02,60.22
2340,0.033206,0.035401,0.028339,0.500,4.200990e-02,0.000000e+00,0.0000,5.529185e+00,5.711895e+00,4.950977e-01,1.952226e+02,60.72
2360,0.051155,0.039664,0.024521,0.483,1.718423e-01,0.000000e+00,0.0000,5.528528e+00,5.713365e+00,9.128702e-01,1.952298e+02,61.21
2380,0.051099,0.039818,0.025438,0.450,1.166677e-01,0.000000e+00,0.0000,5.528824e+00,5.713803e+00,6.380069e-01,1.952337e+02,61.72
2400,0.023114,0.035536,0.025342,0.480,8.651908e-02,8.112321e-02,0.9376,5.528874e+00,5.712612e+00,5.602957e-01,1.952408e+02,62.27
2420,0.027762,0.039908,0.025564,0.800,6.123512e-02,0.000000e+00,0.0000,5.528845e+00,5.713005e+00,6.065254e-01,1.952467e+02,62.77
2440,0.024739,0.047856,0.029175,0.600,2.923617e-02,3.074437e-02,1.0516,5.528222e+00,5.713144e+00,5.559472e-01,1.952526e+02,63.29
2460,0.014144,0.046433,0.026852,0.483,3.800712e-02,3.542037e-02,0.9319,5.527998e+00,5.714625e+00,2.053619e-01,1.952570e+02,63.80
2480,0.042576,0.038321,0.025243,0.537,1.445996e-01,4.728479e-02,0.3270,5.527900e+00,5.714583e+00,6.218336e-01,1.952598e+02,64.30
2500,0.044968,0.038114,0.025877,0.540,6.437147e-02,0.000000e+00,0.0000,5.527482e+00,5.715956e+00,6.068603e-01,1.952577e+02,64.81
2520,0.022765,0.033883,0.025136,0.500,3.764430e-02,1.300157e-02,0.3454,5.527965e+00,5.715024e+00,1.998836e-01,1.952606e+02,65.54
2540,0.035248,0.036961,0.027320,0.525,2.202167e-01,0.000000e+00,0.0000,5.527516e+00,5.716482e+00,1.172769e+00,1.952620e+02,66.03
2560,0.026551,0.040164,0.024997,0.517,5.409054e-02,4.468304e-02,0.8261,5.527327e+00,5.715868e+00,7.524672e-01,1.952655e+02,66.53
2580,0.043754,0.046120,0.022073,0.450,9.371877e-02,0.000000e+00,0.0000,5.526151e+00,5.717966e+00,1.024397e+00,1.952676e+02,67.02
2600,0.037182,0.044849,0.028349,0.450,6.932639e-02,6.990625e-02,1.0084,5.526687e+00,5.717985e+00,4.684196e-01,1.952709e+02,67.56
2620,0.017043,0.040249,0.020343,0.400,6.303381e-02,6.454483e-02,1.0240,5.526752e+00,5.717994e+00,3.335332e-01,1.952738e+02,68.06
2640,0.026466,0.036984,0.022768,0.500,1.526175e-02,0.000000e+00,0.0000,5.526723e+00,5.717186e+00,2.342612e-01,1.952776e+02,68.55
2660,0.031365,0.037492,0.024923,0.517,2.391365e-01,1.762657e-01,0.7371,5.526470e+00,5.717839e+00,1.823048e+00,1.952771e+02,69.06
2680,0.032438,0.037450,0.028325,0.487,3.368880e-02,3.372874e-02,1.0012,5.525617e+00,5.718029e+00,4.676573e-01,1.952804e+02,69.57
2700,0.035828,0.036466,0.029197,0.510,5.747565e-02,0.000000e+00,0.0000,5.526024e+00,5.717881e+00,6.089337e-01,1.952845e+02,70.08
2720,0.037801,0.035960,0.030564,0.650,2.579338e-01,0.000000e+00,0.0000,5.525787e+00,5.717782e+00,1.409335e+00,1.952878e+02,70.61
2740,0.019110,0.038256,0.027985,0.725,1.732983e-01,1.313457e-01,0.7579,5.525673e+00,5.718334e+00,1.251163e+00,1.952901e+02,71.12
2760,0.029690,0.033837,0.023806,0.667,5.298081e-02,0.000000e+00,0.0000,5.525640e+00,5.719467e+00,3.434825e-01,1.952947e+02,71.67
2780,0.042759,0.053436,0.025772,0.637,1.254243e-01,0.000000e+00,0.0000,5.524930e+00,5.721020e+00,7.920596e-01,1.952959e+02,72.18
2800,0.049414,0.045787,0.030251,0.640,1.855478e-02,0.000000e+00,0.0000,5.524045e+00,5.721817e+00,2.690353e-01,1.953081e+02,72.69
2820,0.050984,0.041147,0.028339,0.550,3.648949e-02,2.234597e-02,0.6124,5.524422e+00,5.721487e+00,4.319374e-01,1.953437e+02,73.19
2840,0.040554,0.036563,0.026669,0.525,1.824847e-01,1.946003e-01,1.0664,5.524665e+00,5.722227e+00,1.347533e+00,1.953574e+02,73.71
2860,0.026881,0.037020,0.025541,0.517,1.466156e-01,1.376464e-01,0.9388,5.524162e+00,5.723609e+00,6.214639e-01,1.953635e+02,74.21
2880,0.023069,0.036872,0.029192,0.487,4.845770e-02,2.488118e-02,0.5135,5.523201e+00,5.724657e+00,2.708839e-01,1.953718e+02,74.71
2900,0.021199,0.032433,0.024000,0.480,3.668863e-02,0.000000e+00,0.0000,5.523520e+00,5.724818e+00,3.000468e-01,1.953821e+02,75.21
2920,0.032186,0.033642,0.022519,0.450,9.800445e-02,8.224854e-02,0.8392,5.523409e+00,5.725048e+00,4.028916e-01,1.954001e+02,75.74
2940,0.047098,0.037725,0.032542,0.450,2.131317e-01,0.000000e+00,0.0000,5.523479e+00,5.725803e+00,1.094337e+00,1.954088e+02,76.24
2960,0.033531,0.040156,0.026629,0.433,1.662405e-01,0.000000e+00,0.0000,5.522806e+00,5.725940e+00,6.949836e-01,1.954487e+02,76.77
2980,0.046077,0.038951,0.024089,0.438,3.408943e-01,0.000000e+00,0.0000,5.522840e+00,5.727234e+00,1.650528e+00,1.955783e+02,77.28
3000,0.033280,0.038864,0.027389,0.460,1.318695e-01,1.540455e-01,1.1682,5.522182e+00,5.728519e+00,1.039811e+00,1.956214e+02,77.80