390M_batchsize / 390M_4M_final.csv
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step,train_loss,val_loss,tok_per_sec,grad_norm,dt_ms,lr,elapsed_min,muon_lr
2618,2.446292,2.746896,358170.768304,0.211810,11710.347050,0.001000,0.195173,0.001000
2619,2.429460,2.746896,398813.243142,0.196128,10516.962694,0.001000,0.422060,0.001000
2620,2.429880,2.746896,399697.299136,0.190773,10493.701131,0.001000,0.609077,0.001000
2621,2.423107,2.746896,411526.447613,0.194426,10192.064263,0.001000,0.778953,0.001000
2622,2.440568,2.746896,411458.869836,0.175940,10193.738202,0.001000,0.948857,0.001000
2623,2.452833,2.746896,411399.063290,0.187813,10195.220102,0.001000,1.118786,0.001000
2624,2.481279,2.746896,411400.226323,0.205421,10195.191280,0.001000,1.288714,0.001000
2625,2.457588,2.746896,411406.579217,0.204307,10195.033847,0.001000,1.458650,0.001000
2626,2.445281,2.746896,411380.640614,0.196792,10195.676670,0.001000,1.628598,0.001000
2627,2.462368,2.746896,411365.447086,0.194949,10196.053241,0.001000,1.798550,0.001000
2628,2.402919,2.746896,411402.494018,0.187571,10195.135083,0.001000,1.968489,0.001000
2629,2.416228,2.746896,411532.771175,0.184356,10191.907653,0.001000,2.138372,0.001000
2630,2.463213,2.746896,411689.875952,0.199714,10188.018324,0.001000,2.308191,0.001000
2631,2.465434,2.746896,411692.769676,0.207092,10187.946714,0.001000,2.478009,0.001000
2632,2.441597,2.746896,411568.757479,0.202613,10191.016504,0.001000,2.647880,0.001000
2633,2.458633,2.746896,411381.161878,0.205276,10195.663751,0.001000,2.817825,0.001000
2634,2.500363,2.746896,411327.170824,0.206520,10197.002040,0.001000,2.987795,0.001000
2635,2.488471,2.746896,411498.399321,0.211853,10192.758968,0.001000,3.157691,0.001000
2636,2.450949,2.746896,411506.607484,0.207439,10192.555657,0.001000,3.327586,0.001000
2637,2.463414,2.746896,411339.831835,0.203076,10196.688177,0.001000,3.497548,0.001000
2638,2.449116,2.746896,411334.339101,0.200291,10196.824338,0.001000,3.667541,0.001000
2639,2.469067,2.746896,411334.230951,0.204666,10196.827019,0.001000,3.837506,0.001000
2640,2.472025,2.746896,411309.056409,0.194403,10197.451125,0.001000,4.007483,0.001000
2641,2.443197,2.746896,411322.615741,0.198018,10197.114964,0.001000,4.177448,0.001000
2642,2.438041,2.746896,411323.375170,0.192781,10197.096137,0.001000,4.347419,0.001000
2643,2.463162,2.746896,411358.837783,0.190284,10196.217061,0.001000,4.517374,0.001000
2644,2.455224,2.746896,411412.294742,0.182285,10194.892213,0.001000,4.687306,0.001000
2645,2.459865,2.746896,411445.654842,0.189874,10194.065609,0.001000,4.857225,0.001000
2646,2.462487,2.746896,411297.981701,0.192589,10197.725704,0.001000,5.027206,0.001000
2647,2.431607,2.746896,411315.570614,0.189816,10197.289623,0.001000,5.197178,0.001000
2648,2.469456,2.746896,411305.849882,0.197340,10197.530624,0.001000,5.367156,0.001000
2649,2.419085,2.746896,411360.129611,0.205634,10196.185041,0.001000,5.537111,0.001000
2650,2.433982,2.746896,411321.981964,0.199723,10197.130676,0.001000,5.707075,0.001000
2651,2.492510,2.746896,411321.625506,0.201557,10197.139513,0.001000,5.877039,0.001000
2652,2.479067,2.746896,411339.748814,0.198629,10196.690235,0.001000,6.046996,0.001000
2653,2.521059,2.746896,411372.489766,0.200590,10195.878685,0.001000,6.216940,0.001000
2654,2.502061,2.746896,411352.087412,0.196977,10196.384383,0.001000,6.386893,0.001000
2655,2.489575,2.746896,411338.773060,0.198110,10196.714423,0.001000,6.556852,0.001000
2656,2.479851,2.746896,411390.133553,0.197173,10195.441402,0.001000,6.726787,0.001000
2657,2.493210,2.746896,411393.278770,0.194959,10195.363455,0.001000,6.896722,0.001000
2658,2.478302,2.746896,411287.395707,0.197242,10197.988180,0.001000,7.066702,0.001000
2659,2.454452,2.746896,411332.166873,0.186232,10196.878187,0.001000,7.236663,0.001000
2660,2.475527,2.746896,411388.837058,0.179731,10195.473533,0.001000,7.406602,0.001000
2661,2.447648,2.746896,411562.044437,0.180803,10191.182731,0.001000,7.576469,0.001000
2662,2.467567,2.746896,411684.841590,0.194333,10188.142910,0.001000,7.746281,0.001000
2663,2.462029,2.746896,411706.419181,0.198644,10187.608948,0.001000,7.916083,0.001000
2664,2.445020,2.746896,411666.849641,0.196113,10188.588184,0.001000,8.085905,0.001000
2665,2.500161,2.746896,411726.244108,0.203967,10187.118407,0.001000,8.255704,0.001000
2666,2.487553,2.746896,411825.825322,0.208683,10184.655119,0.001000,8.425461,0.001000
2667,2.474559,2.746896,411758.768793,0.210256,10186.313730,0.001000,8.595247,0.001000
2668,2.410711,2.746896,411676.100222,0.205522,10188.359241,0.001000,8.765065,0.001000
2669,2.465784,2.746896,411681.709572,0.194267,10188.220420,0.001000,8.934883,0.001000
2670,2.435908,2.746896,411886.211584,0.202070,10183.161956,0.001000,9.104615,0.001000
2671,2.460398,2.746896,412035.369374,0.216368,10179.475627,0.001000,9.274285,0.001000
2672,2.424490,2.746896,411968.189482,0.214776,10181.135600,0.001000,9.443983,0.001000
2673,2.487589,2.746896,412054.082531,0.214270,10179.013333,0.001000,9.613648,0.001000
2674,2.485166,2.746896,412124.871312,0.214927,10177.264931,0.001000,9.783281,0.001000
2675,2.445134,2.746896,412093.453497,0.204201,10178.040841,0.001000,9.952928,0.001000
2676,2.460519,2.746896,412075.438852,0.209990,10178.485793,0.001000,10.122588,0.001000
2677,2.445367,2.746896,411936.159110,0.204055,10181.927241,0.001000,10.292301,0.001000
2678,2.489417,2.746896,411805.563640,0.193419,10185.156225,0.001000,10.462068,0.001000
2679,2.480867,2.746896,411643.115552,0.187908,10189.175627,0.001000,10.631902,0.001000
2680,2.504702,2.746896,411963.247243,0.192680,10181.257741,0.001000,10.801602,0.001000
2681,2.510589,2.746896,411849.850953,0.199066,10184.060988,0.001000,10.971349,0.001000
2682,2.484130,2.746896,411574.533043,0.200455,10190.873495,0.001000,11.141210,0.001000
2683,2.487121,2.746896,411603.861363,0.208833,10190.147357,0.001000,11.311058,0.001000
2684,2.484135,2.746896,411663.584200,0.216586,10188.669003,0.001000,11.480883,0.001000
2685,2.479032,2.746896,411805.662254,0.215819,10185.153786,0.001000,11.650647,0.001000
2686,2.450977,2.746896,411756.023419,0.199337,10186.381647,0.001000,11.820433,0.001000
2687,2.448515,2.746896,411920.963520,0.197909,10182.302848,0.001000,11.990151,0.001000
2688,2.457832,2.746896,411612.254133,0.198308,10189.939580,0.001000,12.159999,0.001000
2689,2.525417,2.746896,411335.212008,0.203313,10196.802699,0.001000,12.329957,0.001000
2690,2.469786,2.746896,411344.594130,0.207068,10196.570126,0.001000,12.499913,0.001000
2691,2.454892,2.746896,411345.738056,0.215120,10196.541770,0.001000,12.669868,0.001000
2692,2.419940,2.746896,411470.928577,0.208046,10193.439460,0.001000,12.839773,0.001000
2693,2.441718,2.746896,411681.187506,0.206032,10188.233340,0.001000,13.009590,0.001000
2694,2.446692,2.746896,411483.544790,0.206455,10193.126926,0.001000,13.179490,0.001000
2695,2.416183,2.746896,411407.150504,0.208057,10195.019690,0.001000,13.349420,0.001000
2696,2.414888,2.746896,411561.070616,0.214324,10191.206845,0.001000,13.519288,0.001000
2697,2.443599,2.746896,411781.140319,0.201149,10185.760321,0.001000,13.689064,0.001000
2698,2.473975,2.746896,411946.063648,0.185803,10181.682434,0.001000,13.858771,0.001000
2699,2.462003,2.746896,411980.522511,0.187138,10180.830818,0.001000,14.028466,0.001000
2700,2.539371,2.746896,412093.646020,0.181169,10178.036086,0.001000,14.198112,0.001000
2701,2.416451,2.746896,412124.935456,0.175107,10177.263347,0.001000,14.367744,0.001000
2702,2.486936,2.746896,412095.457444,0.189168,10177.991347,0.001000,14.537390,0.001000
2703,2.443848,2.746896,412055.480660,0.188816,10178.978795,0.001000,14.707053,0.001000
2704,2.464590,2.746896,411901.137919,0.187577,10182.792942,0.001000,14.876776,0.001000
2705,2.413594,2.746896,411634.288938,0.195410,10189.394112,0.001000,15.046611,0.001000
2706,2.497977,2.746896,411351.680352,0.202015,10196.394473,0.001000,15.216563,0.001000
2707,2.448348,2.746896,411565.801286,0.206634,10191.089704,0.001000,15.386426,0.001000
2708,2.461986,2.746896,411430.961233,0.204630,10194.429674,0.001000,15.556346,0.001000
2709,2.472735,2.746896,411310.994410,0.200477,10197.403077,0.001000,15.726316,0.001000
2710,2.404606,2.746896,411323.822632,0.210331,10197.085044,0.001000,15.896281,0.001000
2711,2.451659,2.746896,411341.288093,0.213397,10196.652078,0.001000,16.066238,0.001000
2712,2.431355,2.746896,411393.670013,0.204786,10195.353759,0.001000,16.236173,0.001000
2713,2.444703,2.746896,411319.805591,0.195553,10197.184631,0.001000,16.406140,0.001000
2714,2.453545,2.746896,411366.588949,0.198063,10196.024939,0.001000,16.576088,0.001000
2715,2.440096,2.746896,411331.071550,0.199447,10196.905340,0.001000,16.746049,0.001000
2716,2.483848,2.746896,411340.245245,0.202751,10196.677929,0.001000,16.916006,0.001000
2717,2.456644,2.746896,411312.785085,0.198380,10197.358682,0.001000,17.085975,0.001000
2718,2.458319,2.746896,411320.701630,0.189162,10197.162417,0.001000,17.255941,0.001000
2719,2.437013,2.746896,411359.258897,0.200445,10196.206623,0.001000,17.425889,0.001000
2720,2.443145,2.746896,411544.376452,0.195371,10191.620248,0.001000,17.595762,0.001000
2721,2.454159,2.746896,411672.047570,0.203414,10188.459539,0.001000,17.765582,0.001000
2722,2.453056,2.746896,411648.744445,0.197533,10189.036300,0.001000,17.935414,0.001000
2723,2.422537,2.746896,411761.137094,0.204417,10186.255142,0.001000,18.105198,0.001000
2724,2.468458,2.746896,411441.167765,0.203756,10194.176783,0.001000,18.275114,0.001000
2725,2.469102,2.746896,411357.555163,0.204155,10196.248853,0.001000,18.445066,0.001000
2726,2.492773,2.746896,411363.506151,0.197495,10196.101349,0.001000,18.615023,0.001000
2727,2.467794,2.746896,411562.745708,0.191929,10191.165366,0.001000,18.784888,0.001000
2728,2.448912,2.746896,411813.688032,0.197059,10184.955289,0.001000,18.954650,0.001000
2729,2.490336,2.746896,411817.258788,0.190471,10184.866978,0.001000,19.124411,0.001000
2730,2.465800,2.746896,411639.205471,0.190081,10189.272412,0.001000,19.294245,0.001000
2731,2.440657,2.746896,411546.237767,0.191651,10191.574154,0.001000,19.464117,0.001000
2732,2.473734,2.746896,411395.145739,0.190268,10195.317187,0.001000,19.634067,0.001000
2733,2.422368,2.746896,411300.175146,0.182735,10197.671320,0.001000,19.804044,0.001000
2734,2.447200,2.746896,411293.397379,0.184744,10197.839369,0.001000,19.974020,0.001000
2735,2.497462,2.746896,411357.396853,0.177472,10196.252777,0.001000,20.143971,0.001000
2736,2.479638,2.746896,411313.395398,0.176806,10197.343551,0.001000,20.313953,0.001000
2737,2.492859,2.746896,411351.783670,0.203150,10196.391912,0.001000,20.483912,0.001000
2738,2.437647,2.746896,411303.682513,0.191790,10197.584360,0.001000,20.653884,0.001000
2739,2.417028,2.746896,411341.843627,0.206944,10196.638307,0.001000,20.823840,0.001000
2740,2.429736,2.746896,411272.255079,0.206566,10198.363610,0.001000,20.993823,0.001000
2741,2.472010,2.746896,411353.575426,0.213261,10196.347499,0.001000,21.163769,0.001000
2742,2.483597,2.746896,411292.852905,0.209150,10197.852869,0.001000,21.333740,0.001000
2743,2.422642,2.746896,411375.843834,0.205834,10195.795555,0.001000,21.503678,0.001000
2744,2.486095,2.746896,411314.498129,0.200036,10197.316212,0.001000,21.673641,0.001000
2745,2.460769,2.746896,411286.184553,0.207506,10198.018211,0.001000,21.843616,0.001000
2746,2.452474,2.746896,411426.139106,0.197104,10194.549158,0.001000,22.013532,0.001000
2747,2.475247,2.746896,411550.876186,0.195751,10191.459289,0.001000,22.183397,0.001000
2748,2.454575,2.746896,411361.560797,0.195983,10196.149567,0.001000,22.353341,0.001000
2749,2.450428,2.746896,411300.122431,0.195005,10197.672627,0.001000,22.523310,0.001000
2750,2.451235,2.780772,411181.012798,0.202963,10200.626657,0.001000,22.719905,0.001000
2751,2.479256,2.780772,411269.177929,0.201600,10198.439915,0.001000,22.889887,0.001000
2752,2.467656,2.780772,411270.255985,0.198064,10198.413182,0.001000,23.059868,0.001000
2753,2.472102,2.780772,411300.841041,0.185807,10197.654810,0.001000,23.229837,0.001000
2754,2.441081,2.780772,411263.246848,0.196305,10198.586993,0.001000,23.399821,0.001000
2755,2.444611,2.780772,411361.452310,0.205241,10196.152256,0.001000,23.569766,0.001000
2756,2.434567,2.780772,411502.584288,0.213307,10192.655308,0.001000,23.739651,0.001000
2757,2.492479,2.780772,411339.195746,0.201859,10196.703945,0.001000,23.909604,0.001000
2758,2.445520,2.780772,411353.093527,0.200025,10196.359444,0.001000,24.079551,0.001000
2759,2.461326,2.780772,411294.551103,0.191488,10197.810763,0.001000,24.249521,0.001000
2760,2.468204,2.780772,411378.691144,0.188494,10195.724986,0.001000,24.419458,0.001000
2761,2.490097,2.780772,411299.616780,0.198103,10197.685164,0.001000,24.589427,0.001000
2762,2.449484,2.780772,411304.331156,0.202889,10197.568278,0.001000,24.759395,0.001000
2763,2.438955,2.780772,411317.037107,0.192273,10197.253266,0.001000,24.929357,0.001000
2764,2.403160,2.780772,411334.317398,0.194290,10196.824876,0.001000,25.099321,0.001000
2765,2.451936,2.780772,411498.929725,0.185327,10192.745830,0.001000,25.269210,0.001000
2766,2.518373,2.780772,411719.851916,0.198190,10187.276568,0.001000,25.439005,0.001000
2767,2.486478,2.780772,412025.672226,0.207627,10179.715204,0.001000,25.608675,0.001000
2768,2.438466,2.780772,412131.695221,0.205929,10177.096420,0.001000,25.778301,0.001000
2769,2.444483,2.780772,412096.479062,0.200094,10177.966115,0.001000,25.947942,0.001000
2770,2.424130,2.780772,412054.593358,0.200798,10179.000714,0.001000,26.117599,0.001000
2771,2.443857,2.780772,411910.292035,0.195244,10182.566644,0.001000,26.287316,0.001000
2772,2.479178,2.780772,411531.705592,0.201245,10191.934043,0.001000,26.457189,0.001000
2773,2.455118,2.780772,411392.814854,0.195105,10195.374952,0.001000,26.627127,0.001000
2774,2.429528,2.780772,411275.971352,0.202018,10198.271458,0.001000,26.797106,0.001000
2775,2.422168,2.780772,411309.275667,0.201644,10197.445689,0.001000,26.967070,0.001000
2776,2.459247,2.780772,411301.787535,0.195788,10197.631343,0.001000,27.137040,0.001000
2777,2.417675,2.780772,411292.561633,0.191382,10197.860091,0.001000,27.307012,0.001000
2778,2.451324,2.780772,411326.392180,0.199760,10197.021343,0.001000,27.476971,0.001000
2779,2.478839,2.780772,411380.059152,0.217416,10195.691081,0.001000,27.646907,0.001000
2780,2.476620,2.780772,411313.169117,0.224834,10197.349161,0.001000,27.816871,0.001000
2781,2.413811,2.780772,411302.291659,0.201031,10197.618844,0.001000,27.986838,0.001000
2782,2.428124,2.780772,411295.908630,0.196267,10197.777104,0.001000,28.156811,0.001000
2783,2.455256,2.780772,411275.267025,0.180747,10198.288923,0.001000,28.326790,0.001000
2784,2.486431,2.780772,411276.258810,0.170310,10198.264330,0.001000,28.496768,0.001000
2785,2.432784,2.780772,411314.092555,0.179600,10197.326267,0.001000,28.666730,0.001000
2786,2.454094,2.780772,411449.370859,0.188803,10193.973541,0.001000,28.836637,0.001000
2787,2.441072,2.780772,411300.158771,0.207785,10197.671726,0.001000,29.006605,0.001000
2788,2.410302,2.780772,411315.494581,0.213841,10197.291508,0.001000,29.176567,0.001000
2789,2.445825,2.780772,411282.398083,0.214870,10198.112099,0.001000,29.346543,0.001000
2790,2.411325,2.780772,197987.655137,0.228818,21184.674353,0.001000,0.353079,0.001000
2791,2.376503,2.780772,205112.204953,0.202455,20448.827026,0.001000,0.744377,0.001000
2792,2.481381,2.780772,203852.745235,0.190417,20575.165643,0.001000,1.098136,0.001000
2793,2.426046,2.780772,206589.601458,0.199424,20302.590113,0.001000,1.436522,0.001000
2794,2.453047,2.780772,206597.633539,0.187175,20301.800791,0.001000,1.774895,0.001000
2795,2.449516,2.780772,206606.224634,0.192533,20300.956602,0.001000,2.113253,0.001000
2796,2.499736,2.780772,206600.280342,0.186339,20301.540700,0.001000,2.451624,0.001000
2797,2.446079,2.780772,206606.531100,0.177768,20300.926489,0.001000,2.789981,0.001000
2798,2.449485,2.780772,206597.360163,0.173501,20301.827655,0.001000,3.128355,0.001000
2799,2.469265,2.780772,206604.179868,0.190028,20301.157521,0.001000,3.466716,0.001000
2800,2.423563,2.780772,206589.144486,0.196983,20302.635022,0.001000,3.805103,0.001000
2801,2.427007,2.780772,206602.517627,0.202612,20301.320856,0.001000,4.143468,0.001000
2802,2.438720,2.780772,206596.571737,0.204612,20301.905132,0.001000,4.481841,0.001000
2803,2.442856,2.780772,206600.950930,0.204970,20301.474805,0.001000,4.820208,0.001000
2804,2.496658,2.780772,206597.892812,0.196222,20301.775313,0.001000,5.158579,0.001000
2805,2.466048,2.780772,206596.275518,0.198107,20301.934241,0.001000,5.496954,0.001000
2806,2.484622,2.780772,206609.075573,0.188468,20300.676475,0.001000,5.835307,0.001000
2807,2.404554,2.780772,206600.927850,0.189281,20301.477073,0.001000,6.173674,0.001000
2808,2.482424,2.780772,206589.857729,0.189336,20302.564928,0.001000,6.512059,0.001000
2809,2.437608,2.780772,206607.500319,0.191781,20300.831255,0.001000,6.850414,0.001000
2810,2.465461,2.780772,206594.983557,0.187723,20302.061201,0.001000,7.188790,0.001000
2811,2.438689,2.780772,206601.884886,0.184126,20301.383031,0.001000,7.527155,0.001000
2812,2.447651,2.780772,206601.790558,0.190400,20301.392300,0.001000,7.865521,0.001000
2813,2.451334,2.780772,206599.255932,0.183653,20301.641364,0.001000,8.203890,0.001000
2814,2.490404,2.780772,206588.905830,0.188234,20302.658476,0.001000,8.542276,0.001000
2815,2.404614,2.780772,206589.656772,0.195065,20302.584677,0.001000,8.880661,0.001000
2816,2.460750,2.780772,206588.645298,0.200921,20302.684080,0.001000,9.219048,0.001000
2817,2.465273,2.780772,206593.695398,0.199673,20302.187789,0.001000,9.557426,0.001000
2818,2.463741,2.780772,206588.549730,0.219180,20302.693472,0.001000,9.895813,0.001000
2819,2.441856,2.780772,206583.844904,0.225112,20303.155854,0.001000,10.234208,0.001000
2820,2.456985,2.780772,206597.617786,0.218172,20301.802339,0.001000,10.572580,0.001000
2821,2.412258,2.780772,206601.930335,0.205939,20301.378565,0.001000,10.910945,0.001000
2822,2.457960,2.780772,206601.424257,0.204082,20301.428294,0.001000,11.249311,0.001000
2823,2.450924,2.780772,206599.814775,0.202934,20301.586449,0.001000,11.587679,0.001000
2824,2.490793,2.780772,206602.059193,0.188200,20301.365903,0.001000,11.926044,0.001000
2825,2.458941,2.780772,206594.051190,0.185953,20302.152825,0.001000,12.264421,0.001000
2826,2.431383,2.780772,206592.618281,0.192985,20302.293639,0.001000,12.602802,0.001000
2827,2.478379,2.780772,206595.355035,0.198500,20302.024696,0.001000,12.941177,0.001000
2828,2.501471,2.780772,206593.798918,0.198691,20302.177616,0.001000,13.279555,0.001000
2829,2.449827,2.780772,206598.536885,0.198037,20301.712022,0.001000,13.617925,0.001000
2830,2.433434,2.780772,206594.655665,0.199946,20302.093423,0.001000,13.956301,0.001000
2831,2.481467,2.780772,206596.037741,0.205486,20301.957607,0.001000,14.294676,0.001000
2832,2.460822,2.780772,206590.794637,0.194782,20302.472854,0.001000,14.633058,0.001000
2833,2.495031,2.780772,206586.254363,0.193323,20302.919054,0.001000,14.971448,0.001000
2834,2.475266,2.780772,206588.038691,0.183955,20302.743695,0.001000,15.309836,0.001000
2835,2.462256,2.780772,206588.640414,0.190462,20302.684560,0.001000,15.648223,0.001000
2836,2.430207,2.780772,206585.480603,0.189501,20302.995098,0.001000,15.986615,0.001000
2837,2.437937,2.780772,206595.740252,0.194215,20301.986841,0.001000,16.324989,0.001000
2838,2.488907,2.780772,206588.316744,0.206510,20302.716369,0.001000,16.663377,0.001000
2839,2.482674,2.780772,206592.483503,0.213332,20302.306884,0.001000,17.001757,0.001000
2840,2.439870,2.780772,206584.639429,0.209760,20303.077768,0.001000,17.340150,0.001000
2841,2.453334,2.780772,206586.863707,0.205844,20302.859169,0.001000,17.678539,0.001000
2842,2.480110,2.780772,206590.350104,0.195396,20302.516540,0.001000,18.016923,0.001000
2843,2.430248,2.780772,206592.015661,0.181279,20302.352860,0.001000,18.355304,0.001000
2844,2.434195,2.780772,206589.859102,0.190574,20302.564793,0.001000,18.693688,0.001000
2845,2.410445,2.780772,206599.345577,0.187327,20301.632555,0.001000,19.032057,0.001000
2846,2.463521,2.780772,206598.851947,0.180795,20301.681062,0.001000,19.370427,0.001000
2847,2.429133,2.780772,206590.963074,0.177016,20302.456301,0.001000,19.708809,0.001000
2848,2.472740,2.780772,206596.371469,0.181933,20301.924812,0.001000,20.047183,0.001000
2849,2.461439,2.780772,206598.680800,0.186428,20301.697880,0.001000,20.385553,0.001000
2850,2.447456,2.780772,206595.142396,0.193448,20302.045592,0.001000,20.723929,0.001000
2851,2.422174,2.780772,206594.649498,0.195415,20302.094029,0.001000,21.062309,0.001000
2852,2.440482,2.780772,206593.539880,0.205651,20302.203072,0.001000,21.400687,0.001000
2853,2.463243,2.780772,206592.667502,0.210587,20302.288802,0.001000,21.739067,0.001000
2854,2.439237,2.780772,206589.910621,0.217838,20302.559730,0.001000,22.077451,0.001000
2855,2.465796,2.780772,206593.174850,0.214178,20302.238944,0.001000,22.415831,0.001000
2856,2.485764,2.780772,206597.859484,0.215297,20301.778588,0.001000,22.754202,0.001000
2857,2.421074,2.780772,206595.878769,0.204918,20301.973229,0.001000,23.092577,0.001000
2858,2.454382,2.780772,206602.706376,0.204658,20301.302309,0.001000,23.430958,0.001000
2859,2.488835,2.780772,206593.084630,0.200255,20302.247810,0.001000,23.769336,0.001000
2860,2.458330,2.780772,206603.050445,0.201044,20301.268500,0.001000,24.107699,0.001000
2861,2.458965,2.780772,206602.805692,0.205901,20301.292550,0.001000,24.446063,0.001000
2862,2.474744,2.780772,206604.490480,0.221069,20301.127000,0.001000,24.784423,0.001000
2863,2.511451,2.780772,206599.201294,0.222016,20301.646733,0.001000,25.122792,0.001000
2864,2.454586,2.780772,206606.365954,0.226891,20300.942716,0.001000,25.461149,0.001000
2865,2.461367,2.780772,206600.031108,0.215840,20301.565191,0.001000,25.799517,0.001000
2866,2.448322,2.780772,206598.285975,0.212582,20301.736678,0.001000,26.137888,0.001000
2867,2.418502,2.780772,206602.729803,0.209758,20301.300007,0.001000,26.476251,0.001000
2868,2.455187,2.780772,206596.616909,0.204315,20301.900693,0.001000,26.814626,0.001000
2869,2.464022,2.780772,206606.711938,0.206458,20300.908720,0.001000,27.152984,0.001000
2870,2.473697,2.780772,206601.176801,0.200767,20301.452610,0.001000,27.491350,0.001000
2871,2.422164,2.780772,206600.800133,0.201068,20301.489623,0.001000,27.829718,0.001000
2872,2.425048,2.780772,206606.627803,0.202068,20300.916987,0.001000,28.168075,0.001000
2873,2.442154,2.780772,206602.931844,0.197870,20301.280154,0.001000,28.506438,0.001000
2874,2.455412,2.780772,206598.672496,0.191628,20301.698696,0.001000,28.844808,0.001000
2875,2.404596,2.780772,206600.449131,0.191221,20301.524114,0.001000,29.183175,0.001000
2876,2.409988,2.780772,206597.873558,0.189036,20301.777205,0.001000,29.521547,0.001000
2877,2.433774,2.780772,206607.813903,0.187626,20300.800443,0.001000,29.859902,0.001000
2878,2.448833,2.780772,206616.299778,0.196480,20299.966675,0.001000,30.198243,0.001000
2879,2.439351,2.780772,206622.380990,0.191564,20299.369216,0.001000,30.536575,0.001000
2880,2.417912,2.780772,206628.640597,0.202080,20298.754267,0.001000,30.874895,0.001000
2881,2.458819,2.780772,206611.829413,0.210013,20300.405896,0.001000,31.213244,0.001000
2882,2.422564,2.780772,206610.445476,0.212836,20300.541874,0.001000,31.551594,0.001000
2883,2.457624,2.780772,206595.177361,0.207976,20302.042156,0.001000,31.889971,0.001000
2884,2.434682,2.780772,206565.469254,0.199320,20304.961982,0.001000,32.228395,0.001000
2885,2.452772,2.780772,206604.727675,0.188573,20301.103693,0.001000,32.566756,0.001000
2886,2.434237,2.780772,206602.156789,0.196439,20301.356313,0.001000,32.905120,0.001000
2887,2.470239,2.780772,206598.975540,0.192032,20301.668917,0.001000,33.243490,0.001000
2888,2.431814,2.780772,206617.948846,0.189658,20299.804656,0.001000,33.581829,0.001000
2889,2.463247,2.780772,206590.769360,0.186236,20302.475338,0.001000,33.920213,0.001000
2890,2.414966,2.780772,206586.357041,0.201370,20302.908963,0.001000,34.258605,0.001000
2891,2.411679,2.780772,206597.647389,0.216136,20301.799430,0.001000,34.596979,0.001000
2892,2.449601,2.780772,206602.796319,0.209116,20301.293471,0.001000,34.935344,0.001000
2893,2.501972,2.780772,206602.659298,0.200596,20301.306935,0.001000,35.273706,0.001000
2894,2.456714,2.780772,206607.680447,0.209875,20300.813556,0.001000,35.612061,0.001000
2895,2.435486,2.780772,206605.834514,0.194796,20300.994935,0.001000,35.950420,0.001000
2896,2.393388,2.780772,206620.525470,0.188428,20299.551511,0.001000,36.288755,0.001000
2897,2.462961,2.780772,206630.321012,0.196801,20298.589188,0.001000,36.627081,0.001000
2898,2.475357,2.780772,206618.637493,0.194401,20299.736998,0.001000,36.965417,0.001000
2899,2.468344,2.780772,206630.614773,0.183633,20298.560330,0.001000,37.303734,0.001000
2900,2.450979,2.780772,206616.110678,0.194483,20299.985254,0.001000,37.642075,0.001000
2901,2.441398,2.780772,206610.982172,0.183063,20300.489141,0.001000,37.980424,0.001000
2902,2.427508,2.780772,206610.428795,0.175310,20300.543513,0.001000,38.318778,0.001000
2903,2.417485,2.780772,206603.844690,0.180058,20301.190456,0.001000,38.657139,0.001000
2904,2.442089,2.780772,206600.547315,0.182751,20301.514466,0.001000,38.995505,0.001000
2905,2.441366,2.780772,206610.880773,0.191349,20300.499104,0.001000,39.333854,0.001000
2906,2.487414,2.780772,206608.154396,0.204633,20300.766987,0.001000,39.672208,0.001000
2907,2.436129,2.780772,206598.814884,0.200679,20301.684704,0.001000,40.010577,0.001000
2908,2.440562,2.780772,206592.938505,0.199262,20302.262170,0.001000,40.348955,0.001000
2909,2.463067,2.780772,206597.027775,0.204867,20301.860318,0.001000,40.687327,0.001000
2910,2.488387,2.780772,206588.616033,0.207443,20302.686956,0.001000,41.025713,0.001000
2911,2.479305,2.780772,206597.955620,0.205970,20301.769141,0.001000,41.364084,0.001000
2912,2.463872,2.780772,206599.247720,0.204821,20301.642171,0.001000,41.702452,0.001000
2913,2.436422,2.780772,206603.215514,0.200190,20301.252280,0.001000,42.040814,0.001000
2914,2.443560,2.780772,206597.352653,0.205319,20301.828393,0.001000,42.379184,0.001000
2915,2.471452,2.780772,206598.750447,0.201093,20301.691036,0.001000,42.717553,0.001000
2916,2.415853,2.780772,206598.819901,0.194536,20301.684211,0.001000,43.055922,0.001000
2917,2.413965,2.780772,206594.619672,0.193735,20302.096960,0.001000,43.394298,0.001000
2918,2.459148,2.780772,206601.172710,0.192727,20301.453012,0.001000,43.732665,0.001000
2919,2.444322,2.780772,206605.081053,0.203672,20301.068970,0.001000,44.071024,0.001000
2920,2.432640,2.780772,206610.970814,0.206431,20300.490257,0.001000,44.409373,0.001000
2921,2.480041,2.780772,206611.422040,0.214997,20300.445922,0.001000,44.747721,0.001000
2922,2.420633,2.780772,206596.625620,0.217390,20301.899837,0.001000,45.086096,0.001000
2923,2.474244,2.780772,206598.066644,0.219811,20301.758231,0.001000,45.424466,0.001000
2924,2.437645,2.780772,206613.553849,0.201201,20300.236465,0.001000,45.762811,0.001000
2925,2.472090,2.780772,206595.773243,0.195255,20301.983599,0.001000,46.101185,0.001000
2926,2.431097,2.780772,206607.831458,0.194578,20300.798718,0.001000,46.439540,0.001000
2927,2.453120,2.780772,206616.531708,0.197192,20299.943888,0.001000,46.777880,0.001000
2928,2.461706,2.780772,206598.813887,0.207790,20301.684802,0.001000,47.116248,0.001000
2929,2.416097,2.780772,206599.162013,0.211478,20301.650593,0.001000,47.454617,0.001000
2930,2.473427,2.780772,206586.428278,0.215265,20302.901962,0.001000,47.793006,0.001000
2931,2.481608,2.780772,206598.165833,0.217299,20301.748484,0.001000,48.131376,0.001000
2932,2.476619,2.780772,206596.210309,0.215741,20301.940649,0.001000,48.469750,0.001000
2933,2.428860,2.780772,206595.287496,0.227963,20302.031333,0.001000,48.808125,0.001000
2934,2.427699,2.780772,206610.504995,0.207425,20300.536026,0.001000,49.146496,0.001000
2935,2.455521,2.780772,206599.406167,0.202216,20301.626601,0.001000,49.484884,0.001000
2936,2.425746,2.780772,206596.418534,0.197896,20301.920187,0.001000,49.823258,0.001000
2937,2.442808,2.780772,206598.793727,0.198293,20301.686783,0.001000,50.161643,0.001000
2938,2.468548,2.780772,206595.726657,0.200095,20301.988177,0.001000,50.500019,0.001000
2939,2.430767,2.780772,206597.700652,0.203090,20301.794196,0.001000,50.838396,0.001000
2940,2.450738,2.780772,206600.741963,0.196467,20301.495339,0.001000,51.176762,0.001000
2941,2.460167,2.780772,206599.141121,0.194339,20301.652646,0.001000,51.515131,0.001000
2942,2.415635,2.780772,206603.500843,0.181833,20301.224243,0.001000,51.853493,0.001000
2943,2.405732,2.780772,206591.830625,0.181364,20302.371044,0.001000,52.191873,0.001000
2944,2.462150,2.780772,206587.083910,0.191226,20302.837528,0.001000,52.530262,0.001000
2945,2.451105,2.780772,206591.678762,0.189234,20302.385968,0.001000,52.868642,0.001000
2946,2.458319,2.780772,206594.658229,0.194384,20302.093171,0.001000,53.207018,0.001000
2947,2.444896,2.780772,206590.485979,0.196176,20302.503187,0.001000,53.545412,0.001000
2948,2.369208,2.780772,206582.041774,0.190098,20303.333068,0.001000,53.883809,0.001000
2949,2.463671,2.780772,206593.530803,0.210799,20302.203964,0.001000,54.222202,0.001000
2950,2.457879,2.780772,206595.217861,0.181241,20302.038176,0.001000,54.560579,0.001000
2951,2.453925,2.780772,206584.197060,0.184087,20303.121244,0.001000,54.898971,0.001000
2952,2.419480,2.780772,206592.558549,0.200611,20302.299509,0.001000,55.237351,0.001000
2953,2.452186,2.780772,206594.704571,0.192997,20302.088617,0.001000,55.575726,0.001000
2954,2.487582,2.780772,206594.609140,0.190085,20302.097995,0.001000,55.914102,0.001000
2955,2.460771,2.780772,206593.475191,0.201413,20302.209429,0.001000,56.252480,0.001000
2956,2.426748,2.780772,206597.341184,0.195010,20301.829520,0.001000,56.590852,0.001000
2957,2.460610,2.780772,206600.228370,0.208820,20301.545807,0.001000,56.929218,0.001000
2958,2.444418,2.780772,206592.598133,0.199230,20302.295619,0.001000,57.267598,0.001000
2959,2.472471,2.780772,206600.629562,0.181328,20301.506384,0.001000,57.605963,0.001000
2960,2.444971,2.780772,206603.654372,0.181654,20301.209157,0.001000,57.944325,0.001000
2961,2.478957,2.780772,206593.049473,0.187463,20302.251265,0.001000,58.282703,0.001000
2962,2.420565,2.780772,206591.959623,0.193547,20302.358367,0.001000,58.621083,0.001000
2963,2.429385,2.780772,206601.562355,0.203548,20301.414724,0.001000,58.959448,0.001000
2964,2.442637,2.780772,206609.152830,0.209361,20300.668884,0.001000,59.297805,0.001000
2965,2.441782,2.780772,206602.899105,0.197409,20301.283371,0.001000,59.636171,0.001000
2966,2.452702,2.780772,206600.558224,0.194723,20301.513394,0.001000,59.974537,0.001000
2967,2.465723,2.780772,206601.090188,0.202224,20301.461121,0.001000,60.312905,0.001000
2968,2.479402,2.780772,206597.489931,0.194998,20301.814903,0.001000,60.651276,0.001000
2969,2.408964,2.780772,206596.714347,0.188873,20301.891118,0.001000,60.989648,0.001000
2970,2.407995,2.780772,206594.965922,0.195748,20302.062934,0.001000,61.328024,0.001000
2971,2.439499,2.780772,206600.152250,0.209010,20301.553287,0.001000,61.666400,0.001000
2972,2.437632,2.780772,206610.727671,0.203253,20300.514147,0.001000,62.004749,0.001000
2973,2.435696,2.780772,206603.830595,0.202361,20301.191841,0.001000,62.343110,0.001000
2974,2.407542,2.780772,206606.194276,0.194627,20300.959585,0.001000,62.681467,0.001000
2975,2.513734,2.780772,206595.151330,0.188868,20302.044714,0.001000,63.019842,0.001000
2976,2.480133,2.780772,206604.006992,0.191269,20301.174508,0.001000,63.358203,0.001000
2977,2.446045,2.780772,206597.863565,0.192318,20301.778187,0.001000,63.696574,0.001000
2978,2.474238,2.780772,206593.381807,0.195655,20302.218606,0.001000,64.034951,0.001000
2979,2.491493,2.780772,206594.054324,0.182164,20302.152517,0.001000,64.373332,0.001000
2980,2.452627,2.780772,206592.263156,0.184729,20302.328538,0.001000,64.711712,0.001000
2981,2.431122,2.780772,206608.436024,0.179788,20300.739315,0.001000,65.050065,0.001000
2982,2.485184,2.780772,206592.043298,0.189073,20302.350144,0.001000,65.388445,0.001000
2983,2.435273,2.780772,206601.302361,0.196313,20301.440272,0.001000,65.726810,0.001000
2984,2.444342,2.780772,206601.397035,0.193259,20301.430969,0.001000,66.065177,0.001000
2985,2.455099,2.780772,206596.041700,0.191833,20301.957218,0.001000,66.403551,0.001000
2986,2.415951,2.780772,206587.226455,0.194004,20302.823519,0.001000,66.741939,0.001000
2987,2.436414,2.780772,206597.857785,0.204017,20301.778755,0.001000,67.080310,0.001000
2988,2.415675,2.780772,206596.508319,0.204705,20301.911364,0.001000,67.418683,0.001000
2989,2.460317,2.780772,206601.098166,0.201322,20301.460337,0.001000,67.757048,0.001000
2990,2.418911,2.780772,206601.021587,0.200923,20301.467862,0.001000,68.095416,0.001000
2991,2.428018,2.780772,206587.672551,0.203739,20302.779678,0.001000,68.433804,0.001000
2992,2.424517,2.780772,206599.622683,0.187707,20301.605325,0.001000,68.772171,0.001000
2993,2.447254,2.780772,206598.921849,0.191009,20301.674193,0.001000,69.110540,0.001000
2994,2.425710,2.780772,206592.831923,0.194325,20302.272644,0.001000,69.448919,0.001000
2995,2.462373,2.780772,206599.126589,0.202347,20301.654074,0.001000,69.787291,0.001000
2996,2.459702,2.780772,206599.297228,0.197189,20301.637306,0.001000,70.125664,0.001000
2997,2.399751,2.780772,206615.505345,0.190305,20300.044728,0.001000,70.464005,0.001000
2998,2.412523,2.780772,206588.722886,0.199035,20302.676455,0.001000,70.802392,0.001000
2999,2.444296,2.780772,206595.807170,0.197856,20301.980265,0.001000,71.140766,0.001000
3000,2.400360,2.779877,206580.043913,0.203691,20303.529424,0.001000,71.540167,0.001000
3001,2.447829,2.779877,206568.022350,0.203491,20304.711021,0.001000,71.878587,0.001000
3002,2.470697,2.779877,206582.081425,0.202411,20303.329171,0.001000,72.216983,0.001000
3003,2.458549,2.779877,206574.749732,0.203842,20304.049771,0.001000,72.555392,0.001000
3004,2.419039,2.779877,206580.881519,0.204719,20303.447101,0.001000,72.893791,0.001000
3005,2.470183,2.779877,206583.690621,0.202163,20303.171017,0.001000,73.232185,0.001000
3006,2.426310,2.779877,206581.141004,0.203637,20303.421598,0.001000,73.570584,0.001000
3007,2.443064,2.779877,206573.740735,0.195121,20304.148945,0.001000,73.908996,0.001000
3008,2.490808,2.779877,206576.470792,0.201104,20303.880611,0.001000,74.247402,0.001000
3009,2.442346,2.779877,206578.041370,0.198046,20303.726244,0.001000,74.585806,0.001000
3010,2.420580,2.779877,206574.576753,0.198055,20304.066773,0.001000,74.924217,0.001000
3011,2.464785,2.779877,206583.976883,0.199093,20303.142883,0.001000,75.262612,0.001000
3012,2.419377,2.779877,206592.621131,0.197441,20302.293359,0.001000,75.600991,0.001000
3013,2.454457,2.779877,206589.594874,0.198593,20302.590760,0.001000,75.939376,0.001000
3014,2.409851,2.779877,206581.432815,0.195352,20303.392918,0.001000,76.277776,0.001000
3015,2.416966,2.779877,206596.865545,0.195793,20301.876260,0.001000,76.616149,0.001000
3016,2.401540,2.779877,206595.740018,0.201503,20301.986864,0.001000,76.954522,0.001000
3017,2.446266,2.779877,206594.998252,0.197993,20302.059757,0.001000,77.292898,0.001000
3018,2.400495,2.779877,206589.451949,0.186053,20302.604806,0.001000,77.631283,0.001000
3019,2.447517,2.779877,206591.212338,0.194343,20302.431805,0.001000,77.969665,0.001000
3020,2.451706,2.779877,206593.310708,0.194810,20302.225593,0.001000,78.308044,0.001000
3021,2.439851,2.779877,206606.859793,0.201471,20300.894192,0.001000,78.646401,0.001000
3022,2.463445,2.779877,206592.208481,0.218251,20302.333911,0.001000,78.984781,0.001000
3023,2.508972,2.779877,206584.664531,0.240110,20303.075301,0.001000,79.323174,0.001000
3024,2.471389,2.779877,206573.567635,0.222532,20304.165959,0.001000,79.661585,0.001000
3025,2.454332,2.779877,206582.573397,0.207181,20303.280819,0.001000,79.999981,0.001000
3026,2.432943,2.779877,206576.119547,0.192091,20303.915134,0.001000,80.338388,0.001000
3027,2.491495,2.779877,206565.262689,0.188018,20304.982287,0.001000,80.676813,0.001000
3028,2.428010,2.779877,206574.391067,0.187390,20304.085024,0.001000,81.015222,0.001000
3029,2.405961,2.779877,206580.471308,0.188598,20303.487418,0.001000,81.353621,0.001000
3030,2.435680,2.779877,206571.961404,0.181340,20304.323837,0.001000,81.692035,0.001000
3031,2.429748,2.779877,206588.301654,0.183619,20302.717852,0.001000,82.030423,0.001000
3032,2.420947,2.779877,206571.847967,0.187410,20304.334987,0.001000,82.368837,0.001000
3033,2.427155,2.779877,206569.512826,0.199136,20304.564515,0.001000,82.707255,0.001000
3034,2.447997,2.779877,206579.866255,0.206771,20303.546885,0.001000,83.045656,0.001000
3035,2.420361,2.779877,206578.409012,0.200567,20303.690110,0.001000,83.384060,0.001000
3036,2.456716,2.779877,206568.362336,0.199712,20304.677602,0.001000,83.722480,0.001000
3037,2.420969,2.779877,206568.776863,0.207526,20304.636856,0.001000,84.060899,0.001000
3038,2.438361,2.779877,206572.007359,0.193941,20304.319320,0.001000,84.399312,0.001000
3039,2.462629,2.779877,206584.707134,0.199514,20303.071114,0.001000,84.737705,0.001000
3040,2.465276,2.779877,206583.784546,0.198272,20303.161786,0.001000,85.076100,0.001000
3041,2.430512,2.779877,206576.308889,0.202012,20303.896524,0.001000,85.414506,0.001000
3042,2.456755,2.779877,206583.878461,0.199756,20303.152556,0.001000,85.752901,0.001000
3043,2.437868,2.779877,206580.403891,0.200606,20303.494044,0.001000,86.091301,0.001000
3044,2.447268,2.779877,206583.984209,0.203133,20303.142163,0.001000,86.429696,0.001000
3045,2.449369,2.779877,206576.069653,0.201815,20303.920038,0.001000,86.768103,0.001000
3046,2.475827,2.779877,206557.388852,0.195797,20305.756300,0.001000,87.106543,0.001000
3047,2.445361,2.779877,206578.532001,0.191350,20303.678022,0.001000,87.444952,0.001000
3048,2.428395,2.779877,206587.617696,0.183732,20302.785069,0.001000,87.783339,0.001000
3049,2.438463,2.779877,206577.610201,0.185697,20303.768622,0.001000,88.121749,0.001000
3050,2.455216,2.779877,206597.074148,0.188922,20301.855761,0.001000,88.460121,0.001000
3051,2.444814,2.779877,206589.635749,0.190385,20302.586743,0.001000,88.798506,0.001000
3052,2.427808,2.779877,206588.460360,0.192124,20302.702255,0.001000,89.136893,0.001000
3053,2.441881,2.779877,206574.970164,0.194902,20304.028105,0.001000,89.475301,0.001000
3054,2.455121,2.779877,206582.714421,0.195975,20303.266959,0.001000,89.813698,0.001000
3055,2.467783,2.779877,206580.984700,0.205817,20303.436960,0.001000,90.152097,0.001000