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Browse files- 40M_121M_75e5_2B.csv +957 -0
- 40M_121M_75e5_2B/blumodel_muon_step00003040.pt +3 -0
- 40M_121M_75e5_2B/blumodel_muon_step00003230.pt +3 -0
- 40M_121M_75e5_2B/blumodel_muon_step00003420.pt +3 -0
- 40M_121M_75e5_2B/blumodel_muon_step00003610.pt +3 -0
- 40M_121M_75e5_2B/blumodel_muon_step00003800.pt +3 -0
- 40M_121M_75e5_2B/blumodel_muon_step00003815.pt +3 -0
- 40M_121M_75e5_4B.csv +959 -0
- 40M_121M_75e5_4B/blumodel_muon_step00006858.pt +3 -0
- 40M_121M_75e5_4B/blumodel_muon_step00007239.pt +3 -0
- 40M_121M_75e5_4B/blumodel_muon_step00007620.pt +3 -0
- 40M_121M_75e5_4B/blumodel_muon_step00007629.pt +3 -0
- train_muon_40M_121M.py +1 -1
40M_121M_75e5_2B.csv
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|
| 1 |
+
step,train_loss,val_loss,tok_per_sec,grad_norm,dt_ms,lr,elapsed_min,muon_lr
|
| 2 |
+
2859,3.052505,3.379779,141953.496598,0.363860,3693.378554,0.000750,0.061557,0.000750
|
| 3 |
+
2860,2.944434,3.379779,177229.413942,0.373857,2958.244844,0.000750,0.112309,0.000750
|
| 4 |
+
2861,2.958237,3.379779,174149.569913,0.378110,3010.561555,0.000750,0.162772,0.000750
|
| 5 |
+
2862,2.984972,3.379779,178304.789375,0.368810,2940.403350,0.000750,0.211784,0.000750
|
| 6 |
+
2863,2.926905,3.379779,178268.009363,0.385646,2941.010010,0.000750,0.260806,0.000750
|
| 7 |
+
2864,2.763689,3.379779,178243.196916,0.393117,2941.419415,0.000750,0.309835,0.000750
|
| 8 |
+
2865,2.913001,3.379779,178123.750391,0.370118,2943.391877,0.000750,0.358896,0.000750
|
| 9 |
+
2866,2.855608,3.379779,178072.222981,0.360209,2944.243584,0.000750,0.407972,0.000750
|
| 10 |
+
2867,2.982166,3.379779,178241.866625,0.354540,2941.441368,0.000750,0.457001,0.000750
|
| 11 |
+
2868,3.059594,3.379779,178067.716498,0.354792,2944.318096,0.000750,0.506078,0.000750
|
| 12 |
+
2869,3.038157,3.379779,178367.602191,0.341828,2939.367876,0.000750,0.555073,0.000750
|
| 13 |
+
2870,2.846310,3.379779,178437.513139,0.364520,2938.216246,0.000750,0.604049,0.000750
|
| 14 |
+
2871,2.997339,3.379779,178575.154183,0.330807,2935.951546,0.000750,0.652987,0.000750
|
| 15 |
+
2872,2.928166,3.379779,178438.424213,0.303171,2938.201244,0.000750,0.701962,0.000750
|
| 16 |
+
2873,2.932590,3.379779,178584.969340,0.285889,2935.790184,0.000750,0.750897,0.000750
|
| 17 |
+
2874,2.882437,3.379779,178575.893071,0.318811,2935.939398,0.000750,0.799835,0.000750
|
| 18 |
+
2875,2.968402,3.379779,178613.651657,0.338187,2935.318746,0.000750,0.848762,0.000750
|
| 19 |
+
2876,2.991693,3.379779,178580.549521,0.318218,2935.862844,0.000750,0.897698,0.000750
|
| 20 |
+
2877,2.938675,3.379779,178593.322703,0.335791,2935.652868,0.000750,0.946631,0.000750
|
| 21 |
+
2878,2.962261,3.379779,178635.763267,0.301163,2934.955411,0.000750,0.995552,0.000750
|
| 22 |
+
2879,2.903395,3.379779,178567.099737,0.324526,2936.083975,0.000750,1.044492,0.000750
|
| 23 |
+
2880,2.893609,3.379779,178548.484036,0.387567,2936.390095,0.000750,1.093437,0.000750
|
| 24 |
+
2881,2.944176,3.379779,178476.176993,0.339988,2937.579731,0.000750,1.142402,0.000750
|
| 25 |
+
2882,2.860668,3.379779,178592.391127,0.313717,2935.668181,0.000750,1.191335,0.000750
|
| 26 |
+
2883,2.724305,3.379779,178586.184130,0.361926,2935.770214,0.000750,1.240270,0.000750
|
| 27 |
+
2884,2.960134,3.379779,178532.943336,0.357634,2936.645698,0.000750,1.289219,0.000750
|
| 28 |
+
2885,2.949122,3.379779,178455.040470,0.341281,2937.927663,0.000750,1.338191,0.000750
|
| 29 |
+
2886,3.008386,3.379779,178584.580636,0.346032,2935.796574,0.000750,1.387126,0.000750
|
| 30 |
+
2887,2.977030,3.379779,178595.346070,0.347612,2935.619609,0.000750,1.436058,0.000750
|
| 31 |
+
2888,2.813255,3.379779,178565.482598,0.318522,2936.110565,0.000750,1.484999,0.000750
|
| 32 |
+
2889,2.997997,3.379779,178558.722009,0.331855,2936.221732,0.000750,1.533941,0.000750
|
| 33 |
+
2890,2.809268,3.379779,178610.751479,0.352711,2935.366408,0.000750,1.582869,0.000750
|
| 34 |
+
2891,2.901980,3.379779,178584.110299,0.380158,2935.804306,0.000750,1.631806,0.000750
|
| 35 |
+
2892,2.885294,3.379779,178438.295282,0.368858,2938.203367,0.000750,1.680781,0.000750
|
| 36 |
+
2893,2.903289,3.379779,178585.295878,0.345403,2935.784816,0.000750,1.729716,0.000750
|
| 37 |
+
2894,2.970581,3.379779,178324.025472,0.367196,2940.086164,0.000750,1.778723,0.000750
|
| 38 |
+
2895,2.863071,3.379779,178403.578333,0.381360,2938.775135,0.000750,1.827708,0.000750
|
| 39 |
+
2896,3.046053,3.379779,178507.598156,0.384989,2937.062654,0.000750,1.876664,0.000750
|
| 40 |
+
2897,2.891794,3.379779,178567.363445,0.365722,2936.079639,0.000750,1.925605,0.000750
|
| 41 |
+
2898,3.078339,3.379779,178568.104154,0.376661,2936.067460,0.000750,1.974544,0.000750
|
| 42 |
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2899,2.964209,3.379779,178566.007025,0.378544,2936.101942,0.000750,2.023484,0.000750
|
| 43 |
+
2900,2.987952,3.379779,178593.026007,0.364587,2935.657745,0.000750,2.072417,0.000750
|
| 44 |
+
2901,2.939415,3.379779,178547.230845,0.338472,2936.410705,0.000750,2.121362,0.000750
|
| 45 |
+
2902,2.967468,3.379779,178561.047992,0.348543,2936.183484,0.000750,2.170305,0.000750
|
| 46 |
+
2903,2.964664,3.379779,178552.357791,0.373853,2936.326389,0.000750,2.219248,0.000750
|
| 47 |
+
2904,2.912631,3.379779,178538.373941,0.408982,2936.556374,0.000750,2.268197,0.000750
|
| 48 |
+
2905,2.987064,3.379779,178513.631691,0.343763,2936.963385,0.000750,2.317152,0.000750
|
| 49 |
+
2906,2.947296,3.379779,178557.578804,0.295864,2936.240531,0.000750,2.366094,0.000750
|
| 50 |
+
2907,3.133727,3.379779,178571.514511,0.308632,2936.011387,0.000750,2.415034,0.000750
|
| 51 |
+
2908,2.822314,3.379779,178582.241265,0.312796,2935.835032,0.000750,2.463969,0.000750
|
| 52 |
+
2909,3.058066,3.379779,178580.079267,0.390427,2935.870575,0.000750,2.512905,0.000750
|
| 53 |
+
2910,2.879711,3.379779,178541.757019,0.302956,2936.500731,0.000750,2.561852,0.000750
|
| 54 |
+
2911,2.867243,3.379779,178578.109164,0.305633,2935.902964,0.000750,2.610789,0.000750
|
| 55 |
+
2912,2.991933,3.379779,178547.341631,0.323453,2936.408883,0.000750,2.659734,0.000750
|
| 56 |
+
2913,2.866001,3.379779,178590.598023,0.304849,2935.697656,0.000750,2.708668,0.000750
|
| 57 |
+
2914,2.840167,3.379779,178302.541191,0.306350,2940.440425,0.000750,2.757681,0.000750
|
| 58 |
+
2915,3.075095,3.379779,178549.027820,0.376465,2936.381152,0.000750,2.806626,0.000750
|
| 59 |
+
2916,3.075781,3.379779,178600.002440,0.394413,2935.543073,0.000750,2.855557,0.000750
|
| 60 |
+
2917,2.871961,3.379779,178570.720252,0.335403,2936.024446,0.000750,2.904495,0.000750
|
| 61 |
+
2918,2.928306,3.379779,178568.856364,0.295300,2936.055092,0.000750,2.953435,0.000750
|
| 62 |
+
2919,2.813853,3.379779,178575.463593,0.322590,2935.946459,0.000750,3.002373,0.000750
|
| 63 |
+
2920,2.959156,3.379779,178568.466574,0.359555,2936.061501,0.000750,3.051313,0.000750
|
| 64 |
+
2921,2.986048,3.379779,178428.531460,0.373720,2938.364149,0.000750,3.100291,0.000750
|
| 65 |
+
2922,2.931379,3.379779,178567.218515,0.385680,2936.082022,0.000750,3.149231,0.000750
|
| 66 |
+
2923,2.939584,3.379779,177963.693633,0.398344,2946.039101,0.000750,3.198336,0.000750
|
| 67 |
+
2924,2.818475,3.379779,178478.821445,0.368435,2937.536206,0.000750,3.247301,0.000750
|
| 68 |
+
2925,3.066886,3.379779,178499.448739,0.372705,2937.196746,0.000750,3.296260,0.000750
|
| 69 |
+
2926,2.999231,3.379779,178540.010653,0.359945,2936.529454,0.000750,3.345207,0.000750
|
| 70 |
+
2927,2.871058,3.379779,178526.344725,0.341339,2936.754241,0.000750,3.394158,0.000750
|
| 71 |
+
2928,2.932513,3.379779,178490.376299,0.353693,2937.346040,0.000750,3.443118,0.000750
|
| 72 |
+
2929,3.018015,3.379779,178520.444243,0.369230,2936.851307,0.000750,3.492071,0.000750
|
| 73 |
+
2930,2.939911,3.379779,178500.349507,0.383731,2937.181924,0.000750,3.541028,0.000750
|
| 74 |
+
2931,2.912462,3.379779,178489.672208,0.356575,2937.357627,0.000750,3.589990,0.000750
|
| 75 |
+
2932,2.849473,3.379779,178498.373263,0.545179,2937.214443,0.000750,3.638949,0.000750
|
| 76 |
+
2933,2.941036,3.379779,178472.807335,0.432537,2937.635194,0.000750,3.687915,0.000750
|
| 77 |
+
2934,2.851435,3.379779,178483.385885,0.337552,2937.461083,0.000750,3.736877,0.000750
|
| 78 |
+
2935,2.858299,3.379779,178483.228939,0.358844,2937.463666,0.000750,3.785841,0.000750
|
| 79 |
+
2936,2.875480,3.379779,178472.803690,0.371290,2937.635254,0.000750,3.834806,0.000750
|
| 80 |
+
2937,2.920380,3.379779,177820.501078,0.325250,2948.411442,0.000750,3.883952,0.000750
|
| 81 |
+
2938,2.890364,3.379779,178449.157456,0.412550,2938.024519,0.000750,3.932925,0.000750
|
| 82 |
+
2939,3.006242,3.379779,178220.814034,0.357056,2941.788830,0.000750,3.981960,0.000750
|
| 83 |
+
2940,3.002805,3.379779,178558.893743,0.361416,2936.218908,0.000750,4.030902,0.000750
|
| 84 |
+
2941,2.940208,3.379779,178495.966873,0.341619,2937.254041,0.000750,4.079862,0.000750
|
| 85 |
+
2942,2.953328,3.379779,178552.540519,0.316723,2936.323384,0.000750,4.128806,0.000750
|
| 86 |
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2943,2.912356,3.379779,178551.075905,0.341706,2936.347470,0.000750,4.177750,0.000750
|
| 87 |
+
2944,2.923779,3.379779,178518.304954,0.324479,2936.886501,0.000750,4.226703,0.000750
|
| 88 |
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2945,2.966560,3.379779,178579.428664,0.426220,2935.881271,0.000750,4.275640,0.000750
|
| 89 |
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2946,2.949216,3.379779,178546.614531,0.403688,2936.420841,0.000750,4.324585,0.000750
|
| 90 |
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2947,2.924540,3.379779,178559.028990,0.350149,2936.216684,0.000750,4.373527,0.000750
|
| 91 |
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2948,2.881638,3.379779,178589.574556,0.380312,2935.714480,0.000750,4.422461,0.000750
|
| 92 |
+
2949,2.837401,3.379779,178529.717559,0.335029,2936.698759,0.000750,4.471411,0.000750
|
| 93 |
+
2950,2.950353,3.379779,178540.469752,0.328298,2936.521903,0.000750,4.520359,0.000750
|
| 94 |
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2951,2.854428,3.379779,178582.790183,0.360178,2935.826008,0.000750,4.569294,0.000750
|
| 95 |
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2952,2.878200,3.379779,178508.967668,0.360489,2937.040121,0.000750,4.618250,0.000750
|
| 96 |
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2953,2.953436,3.379779,178567.357971,0.364937,2936.079729,0.000750,4.667189,0.000750
|
| 97 |
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2954,2.898641,3.379779,178561.122854,0.349717,2936.182253,0.000750,4.716131,0.000750
|
| 98 |
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2955,2.825886,3.379779,178544.565454,0.326901,2936.454541,0.000750,4.765077,0.000750
|
| 99 |
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2956,2.806462,3.379779,178548.609478,0.313198,2936.388032,0.000750,4.814022,0.000750
|
| 100 |
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2957,2.956434,3.379779,178532.162795,0.343753,2936.658537,0.000750,4.862972,0.000750
|
| 101 |
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2958,2.831198,3.379779,178523.291520,0.332548,2936.804467,0.000750,4.911924,0.000750
|
| 102 |
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2959,3.029883,3.379779,178539.726901,0.319985,2936.534121,0.000750,4.960871,0.000750
|
| 103 |
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2960,3.012703,3.379779,178526.420226,0.360752,2936.752999,0.000750,5.009822,0.000750
|
| 104 |
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2961,2.992663,3.379779,178540.114803,0.395727,2936.527741,0.000750,5.058769,0.000750
|
| 105 |
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2962,3.011047,3.379779,178550.181253,0.412203,2936.362183,0.000750,5.107714,0.000750
|
| 106 |
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2963,2.979030,3.379779,178508.586648,0.374064,2937.046390,0.000750,5.156670,0.000750
|
| 107 |
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2964,2.959970,3.379779,178243.527053,0.374042,2941.413967,0.000750,5.205699,0.000750
|
| 108 |
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2965,2.986202,3.379779,178507.852511,0.391100,2937.058469,0.000750,5.254657,0.000750
|
| 109 |
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2966,2.878901,3.379779,178538.943261,0.422224,2936.547010,0.000750,5.303604,0.000750
|
| 110 |
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2967,2.988390,3.379779,178517.794241,0.382406,2936.894903,0.000750,5.352558,0.000750
|
| 111 |
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2968,3.014210,3.379779,178525.871047,0.395042,2936.762033,0.000750,5.401509,0.000750
|
| 112 |
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2969,2.941638,3.379779,178359.947569,0.354205,2939.494024,0.000750,5.450505,0.000750
|
| 113 |
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2970,2.834811,3.379779,178489.950331,0.362134,2937.353050,0.000750,5.499466,0.000750
|
| 114 |
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2971,2.950743,3.379779,178552.056913,0.383947,2936.331337,0.000750,5.548410,0.000750
|
| 115 |
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2972,2.964547,3.379779,178488.350388,0.366462,2937.379380,0.000750,5.597372,0.000750
|
| 116 |
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2973,2.907487,3.379779,178525.707279,0.409829,2936.764727,0.000750,5.646323,0.000750
|
| 117 |
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2974,2.939732,3.379779,178098.250455,0.371441,2943.813309,0.000750,5.695391,0.000750
|
| 118 |
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2975,2.782141,3.379779,178531.039383,0.354590,2936.677016,0.000750,5.744341,0.000750
|
| 119 |
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2976,2.994000,3.379779,178468.774643,0.357030,2937.701573,0.000750,5.793308,0.000750
|
| 120 |
+
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3610,2.916494,3.325336,177501.170403,0.223978,2953.715735,0.000450,37.010923,0.000450
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3630,2.909547,3.325336,177469.238607,0.225099,2954.247193,0.000394,37.995759,0.000394
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3634,2.830550,3.325336,177490.337823,0.228430,2953.896006,0.000383,38.192756,0.000383
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3635,2.881113,3.325336,177485.396237,0.224745,2953.978249,0.000381,38.241996,0.000381
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3636,2.901291,3.325336,177419.750987,0.228243,2955.071220,0.000378,38.291254,0.000378
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3637,2.927427,3.325336,177427.646297,0.223267,2954.939723,0.000375,38.340510,0.000375
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3638,2.834336,3.325336,177485.829500,0.213957,2953.971038,0.000372,38.389749,0.000372
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3639,2.881999,3.325336,177434.437581,0.218161,2954.826623,0.000369,38.439003,0.000369
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3640,2.814883,3.325336,177435.482259,0.239962,2954.809226,0.000367,38.488257,0.000367
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3641,3.019271,3.325336,177458.604236,0.279992,2954.424229,0.000364,38.537504,0.000364
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3642,2.881329,3.325336,177502.078010,0.249787,2953.700632,0.000361,38.586739,0.000361
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3643,2.812607,3.325336,177457.173791,0.228977,2954.448044,0.000358,38.635987,0.000358
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3644,2.877353,3.325336,177462.883217,0.223120,2954.352992,0.000356,38.685233,0.000356
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3645,2.802486,3.325336,177424.939115,0.222155,2954.984810,0.000353,38.734490,0.000353
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3646,2.718849,3.325336,177476.307990,0.218472,2954.129517,0.000350,38.783732,0.000350
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| 790 |
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3647,2.850203,3.325336,177467.328500,0.233388,2954.278990,0.000348,38.832977,0.000348
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| 791 |
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3648,2.939591,3.325336,177429.613374,0.215702,2954.906963,0.000345,38.882232,0.000345
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| 792 |
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3649,2.971230,3.325336,177466.724486,0.240888,2954.289045,0.000342,38.931477,0.000342
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| 793 |
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3650,2.878488,3.325336,177439.123809,0.224620,2954.748585,0.000339,38.980730,0.000339
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| 794 |
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3651,2.858729,3.325336,177445.684994,0.300871,2954.639331,0.000337,39.029981,0.000337
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| 795 |
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3652,3.020106,3.325336,177451.527856,0.237426,2954.542045,0.000334,39.079230,0.000334
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| 796 |
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3653,3.112296,3.325336,177481.809985,0.259843,2954.037938,0.000331,39.128470,0.000331
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| 797 |
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3654,2.866419,3.325336,177463.999172,0.245710,2954.334414,0.000329,39.177716,0.000329
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| 798 |
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3655,2.815253,3.325336,177484.709666,0.224784,2953.989676,0.000326,39.226956,0.000326
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| 799 |
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3656,2.933016,3.325336,177490.056798,0.214310,2953.900683,0.000323,39.276194,0.000323
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| 800 |
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3657,2.841737,3.325336,177500.708821,0.227549,2953.723416,0.000320,39.325430,0.000320
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| 801 |
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3658,2.892823,3.325336,177474.617969,0.208687,2954.157648,0.000318,39.374673,0.000318
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| 802 |
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3659,2.809655,3.325336,177449.100180,0.207530,2954.582466,0.000315,39.423923,0.000315
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| 803 |
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3660,2.925786,3.325336,177518.770673,0.233532,2953.422886,0.000312,39.473153,0.000312
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| 804 |
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3661,2.768172,3.325336,177405.337916,0.210592,2955.311301,0.000310,39.522415,0.000310
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| 805 |
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3662,2.841110,3.325336,177394.015187,0.235981,2955.499933,0.000307,39.571680,0.000307
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| 806 |
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3663,2.947040,3.325336,177508.744337,0.214210,2953.589706,0.000305,39.620914,0.000305
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3664,2.804305,3.325336,177527.567098,0.228269,2953.276545,0.000302,39.670142,0.000302
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| 808 |
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3665,2.765595,3.325336,177479.594462,0.215378,2954.074814,0.000299,39.719384,0.000299
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| 809 |
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3666,2.876986,3.325336,177459.824833,0.216787,2954.403908,0.000297,39.768630,0.000297
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| 810 |
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3667,2.830445,3.325336,177475.946445,0.210431,2954.135535,0.000294,39.817873,0.000294
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| 811 |
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3668,2.779839,3.325336,177429.520723,0.204153,2954.908506,0.000291,39.867128,0.000291
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| 812 |
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3669,2.856642,3.325336,177495.614328,0.256195,2953.808194,0.000289,39.916365,0.000289
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| 813 |
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3670,2.816728,3.325336,177460.521424,0.236649,2954.392311,0.000286,39.965612,0.000286
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| 814 |
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3671,2.890438,3.325336,177487.930176,0.206767,2953.936076,0.000284,40.014852,0.000284
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| 815 |
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3672,2.791704,3.325336,177499.228901,0.218646,2953.748043,0.000281,40.064088,0.000281
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| 816 |
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3673,2.926670,3.325336,177506.206199,0.225454,2953.631939,0.000279,40.113322,0.000279
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| 817 |
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3674,2.761280,3.325336,177462.887421,0.213226,2954.352922,0.000276,40.162567,0.000276
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| 818 |
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3675,2.826181,3.325336,177489.010935,0.214226,2953.918089,0.000273,40.211806,0.000273
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| 819 |
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3676,2.809918,3.325336,177465.336499,0.212591,2954.312151,0.000271,40.261051,0.000271
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| 820 |
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3677,2.904147,3.325336,177472.299779,0.218336,2954.196236,0.000268,40.310294,0.000268
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| 821 |
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3678,2.784549,3.325336,177483.774538,0.212479,2954.005240,0.000266,40.359535,0.000266
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| 822 |
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3679,2.882195,3.325336,177452.427088,0.215554,2954.527073,0.000263,40.408784,0.000263
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| 823 |
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3680,2.797849,3.325336,177454.791068,0.219036,2954.487714,0.000261,40.458032,0.000261
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| 824 |
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3681,2.879457,3.325336,177457.477597,0.226493,2954.442986,0.000258,40.507279,0.000258
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| 825 |
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3682,2.931216,3.325336,177484.134973,0.205716,2953.999241,0.000256,40.556520,0.000256
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| 826 |
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3683,2.777639,3.325336,177466.145705,0.214718,2954.298680,0.000253,40.605765,0.000253
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| 827 |
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3684,2.874475,3.325336,177490.485877,0.212075,2953.893542,0.000251,40.655003,0.000251
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| 828 |
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3685,2.933866,3.325336,177449.463478,0.235660,2954.576417,0.000249,40.704253,0.000249
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| 829 |
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3686,2.816999,3.325336,177484.149453,0.210638,2953.999000,0.000246,40.753493,0.000246
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| 830 |
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3687,2.882410,3.325336,177479.312870,0.210516,2954.079501,0.000244,40.802734,0.000244
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| 831 |
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3688,2.847599,3.325336,177468.539546,0.213342,2954.258830,0.000241,40.851979,0.000241
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| 832 |
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3689,2.908910,3.325336,177431.610518,0.212522,2954.873703,0.000239,40.901233,0.000239
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| 833 |
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3690,2.940410,3.325336,177428.873673,0.249617,2954.919282,0.000237,40.950489,0.000237
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| 834 |
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3691,2.889610,3.325336,177191.564153,0.226653,2958.876753,0.000234,40.999810,0.000234
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| 835 |
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3692,2.847365,3.325336,177480.484966,0.211390,2954.059992,0.000232,41.049051,0.000232
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| 836 |
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3693,2.888441,3.325336,177466.184751,0.226952,2954.298030,0.000230,41.098296,0.000230
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| 837 |
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3694,2.783352,3.325336,177465.485713,0.219897,2954.309667,0.000227,41.147541,0.000227
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| 838 |
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3695,2.914659,3.325336,177456.623963,0.227839,2954.457198,0.000225,41.196789,0.000225
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| 839 |
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3696,2.926816,3.325336,177497.186307,0.233755,2953.782034,0.000223,41.246025,0.000223
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| 840 |
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3697,2.965227,3.325336,177481.000636,0.251189,2954.051409,0.000220,41.295266,0.000220
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| 841 |
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3698,2.825107,3.325336,177453.548317,0.229558,2954.508405,0.000218,41.344515,0.000218
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| 842 |
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3699,2.917001,3.325336,178349.566505,0.238612,2939.665121,0.000216,41.393516,0.000216
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| 843 |
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3700,2.841794,3.325336,178427.995756,0.207028,2938.372971,0.000213,41.442494,0.000213
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| 844 |
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3701,2.842586,3.325336,178415.463266,0.204260,2938.579372,0.000211,41.491475,0.000211
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| 845 |
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3702,2.814430,3.325336,178384.974252,0.205471,2939.081625,0.000209,41.540465,0.000209
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| 846 |
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3703,2.937455,3.325336,178451.318776,0.215480,2937.988935,0.000207,41.589437,0.000207
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| 847 |
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3704,2.967276,3.325336,178466.973025,0.199930,2937.731229,0.000205,41.638404,0.000205
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| 848 |
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3705,2.895732,3.325336,178404.544426,0.205303,2938.759221,0.000202,41.687389,0.000202
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| 849 |
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3706,2.861675,3.325336,178415.630536,0.209354,2938.576617,0.000200,41.736370,0.000200
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| 850 |
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3707,2.802597,3.325336,178422.771268,0.200767,2938.459011,0.000198,41.785350,0.000198
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| 851 |
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3708,2.838652,3.325336,178433.511797,0.214933,2938.282135,0.000196,41.834326,0.000196
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| 852 |
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3709,2.920213,3.325336,178061.712403,0.209677,2944.417376,0.000194,41.883405,0.000194
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| 853 |
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3710,2.909683,3.325336,178465.684467,0.197032,2937.752440,0.000192,41.932372,0.000192
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| 854 |
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3711,2.998846,3.325336,178438.280707,0.231409,2938.203607,0.000190,41.981348,0.000190
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| 855 |
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3712,2.865304,3.325336,177896.434939,0.202902,2947.152933,0.000187,42.030472,0.000187
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3713,2.792488,3.325336,178382.863214,0.205366,2939.116407,0.000185,42.079464,0.000185
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| 857 |
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3714,2.781033,3.325336,178465.588970,0.202142,2937.754012,0.000183,42.128431,0.000183
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| 858 |
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3715,2.792407,3.325336,178443.212880,0.206082,2938.122395,0.000181,42.177405,0.000181
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| 859 |
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3716,2.860695,3.325336,178395.988001,0.205302,2938.900173,0.000179,42.226392,0.000179
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| 860 |
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3717,2.839985,3.325336,177950.859233,0.194881,2946.251579,0.000177,42.275501,0.000177
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| 861 |
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3718,2.843023,3.325336,178429.998376,0.203380,2938.339992,0.000175,42.324480,0.000175
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3719,2.738203,3.325336,178476.416737,0.204160,2937.575785,0.000173,42.373445,0.000173
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| 863 |
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3720,2.898227,3.325336,178507.159890,0.198999,2937.069865,0.000171,42.422401,0.000171
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| 864 |
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3721,2.760781,3.325336,178453.988064,0.203780,2937.944989,0.000169,42.471372,0.000169
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3722,2.726820,3.325336,178510.367712,0.210079,2937.017086,0.000168,42.520328,0.000168
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3723,2.862470,3.325336,178499.586266,0.208289,2937.194483,0.000166,42.569286,0.000166
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3724,2.874146,3.325336,178512.126870,0.203602,2936.988143,0.000164,42.618241,0.000164
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3725,2.926581,3.325336,178507.603626,0.213392,2937.062564,0.000162,42.667197,0.000162
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3726,2.845104,3.325336,178551.359024,0.195742,2936.342814,0.000160,42.716141,0.000160
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3727,2.796401,3.325336,178509.561780,0.198609,2937.030346,0.000158,42.765097,0.000158
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3728,2.854251,3.325336,178470.302365,0.202719,2937.676426,0.000156,42.814063,0.000156
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3729,2.852898,3.325336,178560.036965,0.207616,2936.200109,0.000155,42.863005,0.000155
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3730,2.780256,3.325336,178573.215208,0.202447,2935.983425,0.000153,42.911943,0.000153
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3731,2.800997,3.325336,178514.716408,0.209165,2936.945539,0.000151,42.960897,0.000151
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| 875 |
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3732,2.931449,3.325336,178504.403804,0.246762,2937.115213,0.000149,43.009855,0.000149
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3733,2.834316,3.325336,178373.556416,0.202597,2939.269758,0.000148,43.058848,0.000148
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3734,2.884236,3.325336,177877.436659,0.204601,2947.467705,0.000146,43.107977,0.000146
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3735,2.897660,3.325336,178480.023247,0.210873,2937.516426,0.000144,43.156942,0.000144
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3736,2.929660,3.325336,178502.520576,0.208081,2937.146200,0.000142,43.205900,0.000142
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3737,2.866683,3.325336,178503.834036,0.212249,2937.124588,0.000141,43.254857,0.000141
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3738,2.795083,3.325336,178497.076291,0.196764,2937.235785,0.000139,43.303816,0.000139
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3739,3.196723,3.325336,178058.703613,0.371691,2944.467130,0.000138,43.352896,0.000138
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3740,2.841085,3.325336,178487.285436,0.217049,2937.396906,0.000136,43.401858,0.000136
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3741,2.880187,3.325336,178499.606990,0.214055,2937.194142,0.000134,43.450816,0.000134
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3742,2.751930,3.325336,177770.190211,0.227135,2949.245874,0.000133,43.499975,0.000133
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3743,2.679407,3.325336,178339.811177,0.207318,2939.825923,0.000131,43.548977,0.000131
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| 887 |
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3744,2.948591,3.325336,178319.901127,0.224512,2940.154165,0.000130,43.597985,0.000130
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| 888 |
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3745,2.985742,3.325336,178341.427871,0.207358,2939.799273,0.000128,43.646987,0.000128
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| 889 |
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3746,2.841774,3.325336,178490.390336,0.209518,2937.345809,0.000127,43.695948,0.000127
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| 890 |
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3747,2.783862,3.325336,178307.233850,0.197134,2940.363039,0.000125,43.744959,0.000125
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3748,2.776936,3.325336,178508.083223,0.196466,2937.054673,0.000124,43.793915,0.000124
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3749,2.855947,3.325336,178335.380433,0.205541,2939.898963,0.000122,43.842919,0.000122
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3750,2.806585,3.245607,178339.619784,0.198433,2939.829078,0.000121,43.900628,0.000121
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3751,2.911954,3.245607,178480.427354,0.240065,2937.509775,0.000120,43.949592,0.000120
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3752,2.922258,3.245607,178329.530295,0.198633,2939.995407,0.000118,43.998597,0.000118
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3753,2.884463,3.245607,178495.481203,0.200097,2937.262033,0.000117,44.047557,0.000117
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3754,2.828055,3.245607,178368.570383,0.198776,2939.351921,0.000115,44.096551,0.000115
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3755,2.824599,3.245607,178369.825376,0.232690,2939.331240,0.000114,44.145545,0.000114
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| 899 |
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3756,2.941364,3.245607,178508.074107,0.220383,2937.054823,0.000113,44.194502,0.000113
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| 900 |
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3757,2.783112,3.245607,178532.831291,0.196993,2936.647541,0.000112,44.243451,0.000112
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| 901 |
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3758,2.755764,3.245607,178379.953472,0.203687,2939.164350,0.000110,44.292442,0.000110
|
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3759,2.786313,3.245607,178354.888092,0.196696,2939.577410,0.000109,44.341440,0.000109
|
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3760,2.947247,3.245607,178383.309306,0.200091,2939.109057,0.000108,44.390430,0.000108
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3761,2.852501,3.245607,178424.339008,0.216510,2938.433192,0.000107,44.439410,0.000107
|
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3762,2.903615,3.245607,178533.135691,0.198895,2936.642534,0.000106,44.488359,0.000106
|
| 906 |
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3763,2.735174,3.245607,177962.369383,0.205059,2946.061023,0.000104,44.537465,0.000104
|
| 907 |
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3764,2.850928,3.245607,178367.365227,0.204135,2939.371781,0.000103,44.586460,0.000103
|
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3765,2.821023,3.245607,178358.619782,0.200686,2939.515907,0.000102,44.635457,0.000102
|
| 909 |
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3766,2.655034,3.245607,178381.515604,0.192953,2939.138611,0.000101,44.684448,0.000101
|
| 910 |
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3767,2.747436,3.245607,178488.211663,0.201037,2937.381663,0.000100,44.733410,0.000100
|
| 911 |
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3768,2.715652,3.245607,178532.875733,0.198298,2936.646810,0.000099,44.782359,0.000099
|
| 912 |
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3769,2.944777,3.245607,178511.977168,0.192214,2936.990606,0.000098,44.831315,0.000098
|
| 913 |
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3770,2.781350,3.245607,178548.088801,0.191634,2936.396595,0.000097,44.880260,0.000097
|
| 914 |
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3771,2.765455,3.245607,178337.347610,0.194070,2939.866534,0.000096,44.929263,0.000096
|
| 915 |
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3772,2.906187,3.245607,178418.104766,0.201504,2938.535866,0.000095,44.978244,0.000095
|
| 916 |
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3773,2.956152,3.245607,178350.527159,0.200190,2939.649287,0.000094,45.027243,0.000094
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| 917 |
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3774,2.769667,3.245607,178527.908813,0.202298,2936.728512,0.000093,45.076194,0.000093
|
| 918 |
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3775,2.812810,3.245607,178349.121734,0.197254,2939.672452,0.000092,45.125194,0.000092
|
| 919 |
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3776,2.913707,3.245607,178334.823390,0.197957,2939.908146,0.000091,45.174198,0.000091
|
| 920 |
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3777,2.792603,3.245607,178470.893790,0.198851,2937.666691,0.000091,45.223164,0.000091
|
| 921 |
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3778,2.763735,3.245607,178363.663633,0.202041,2939.432782,0.000090,45.272160,0.000090
|
| 922 |
+
3779,2.858117,3.245607,178476.400333,0.200946,2937.576055,0.000089,45.321125,0.000089
|
| 923 |
+
3780,2.757850,3.245607,178362.986633,0.201225,2939.443939,0.000088,45.370121,0.000088
|
| 924 |
+
3781,2.930308,3.245607,178492.951837,0.204334,2937.303656,0.000087,45.419081,0.000087
|
| 925 |
+
3782,2.980636,3.245607,178235.736745,0.206624,2941.542530,0.000087,45.468112,0.000087
|
| 926 |
+
3783,2.869216,3.245607,178493.713137,0.211311,2937.291128,0.000086,45.517071,0.000086
|
| 927 |
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3784,2.744933,3.245607,178459.143127,0.191537,2937.860122,0.000085,45.566041,0.000085
|
| 928 |
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3785,2.746157,3.245607,178475.316628,0.190197,2937.593892,0.000085,45.615006,0.000085
|
| 929 |
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3786,2.752728,3.245607,178303.603273,0.189275,2940.422910,0.000084,45.664018,0.000084
|
| 930 |
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|
| 931 |
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3788,2.880548,3.245607,178293.076399,0.193104,2940.596520,0.000083,45.762032,0.000083
|
| 932 |
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3789,2.854543,3.245607,178326.192254,0.192827,2940.050440,0.000082,45.811040,0.000082
|
| 933 |
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|
| 934 |
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3791,2.799133,3.245607,178264.642046,0.197310,2941.065564,0.000081,45.909131,0.000081
|
| 935 |
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3792,2.732275,3.245607,178422.251386,0.197269,2938.467573,0.000081,45.958111,0.000081
|
| 936 |
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3793,2.784634,3.245607,178438.402350,0.192398,2938.201604,0.000080,46.007086,0.000080
|
| 937 |
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3794,2.732544,3.245607,178318.954751,0.195250,2940.169769,0.000080,46.056095,0.000080
|
| 938 |
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3795,2.823152,3.245607,178320.026187,0.195952,2940.152103,0.000079,46.105103,0.000079
|
| 939 |
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3796,2.778301,3.245607,178338.339131,0.195761,2939.850189,0.000079,46.154108,0.000079
|
| 940 |
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3797,2.960652,3.245607,178317.717516,0.210585,2940.190169,0.000078,46.203116,0.000078
|
| 941 |
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3798,2.902216,3.245607,178310.569302,0.188047,2940.308037,0.000078,46.252126,0.000078
|
| 942 |
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3799,2.676475,3.245607,178275.682284,0.197206,2940.883430,0.000078,46.301146,0.000078
|
| 943 |
+
3800,2.906147,3.245607,178362.646284,0.235380,2939.449548,0.000077,46.381422,0.000077
|
| 944 |
+
3801,2.905907,3.245607,178304.280429,0.225810,2940.411743,0.000077,46.430434,0.000077
|
| 945 |
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3802,2.740834,3.245607,178314.382343,0.194909,2940.245162,0.000077,46.479443,0.000077
|
| 946 |
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3803,2.839767,3.245607,178475.327564,0.209209,2937.593712,0.000076,46.528408,0.000076
|
| 947 |
+
3804,2.878152,3.245607,178466.396267,0.198726,2937.740723,0.000076,46.577375,0.000076
|
| 948 |
+
3805,2.770061,3.245607,178334.573107,0.198467,2939.912272,0.000076,46.626379,0.000076
|
| 949 |
+
3806,2.872944,3.245607,178478.003100,0.194902,2937.549675,0.000076,46.675343,0.000076
|
| 950 |
+
3807,2.702856,3.245607,178469.412229,0.196601,2937.691078,0.000076,46.724310,0.000076
|
| 951 |
+
3808,2.759210,3.245607,178310.494650,0.183571,2940.309268,0.000075,46.773320,0.000075
|
| 952 |
+
3809,2.955088,3.245607,178349.212254,0.215188,2939.670960,0.000075,46.822320,0.000075
|
| 953 |
+
3810,2.722223,3.245607,178484.593217,0.195435,2937.441213,0.000075,46.871282,0.000075
|
| 954 |
+
3811,2.923090,3.245607,178503.765300,0.246858,2937.125719,0.000075,46.920240,0.000075
|
| 955 |
+
3812,2.896458,3.245607,178358.461781,0.205080,2939.518511,0.000075,46.969237,0.000075
|
| 956 |
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3813,2.711183,3.245607,178525.463755,0.196671,2936.768733,0.000075,47.018188,0.000075
|
| 957 |
+
3814,2.842843,3.235983,178412.007746,0.188100,2938.636287,0.000075,47.075882,0.000075
|
40M_121M_75e5_2B/blumodel_muon_step00003040.pt
ADDED
|
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40M_121M_75e5_2B/blumodel_muon_step00003230.pt
ADDED
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40M_121M_75e5_2B/blumodel_muon_step00003420.pt
ADDED
|
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40M_121M_75e5_2B/blumodel_muon_step00003610.pt
ADDED
|
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1390854359
|
40M_121M_75e5_2B/blumodel_muon_step00003800.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 1390854359
|
40M_121M_75e5_2B/blumodel_muon_step00003815.pt
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1390854359
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40M_121M_75e5_4B.csv
ADDED
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|
| 1 |
+
step,train_loss,val_loss,tok_per_sec,grad_norm,dt_ms,lr,elapsed_min,muon_lr
|
| 2 |
+
6671,3.128693,3.219580,143347.499549,0.379578,3657.461774,0.000750,0.060959,0.000750
|
| 3 |
+
6672,2.763385,3.219580,177282.252266,0.379508,2957.363150,0.000750,0.111936,0.000750
|
| 4 |
+
6673,2.816598,3.219580,171619.046453,0.270606,3054.952296,0.000750,0.163142,0.000750
|
| 5 |
+
6674,2.781268,3.219580,177794.132002,0.249182,2948.848728,0.000750,0.212295,0.000750
|
| 6 |
+
6675,2.702534,3.219580,178291.294212,0.349833,2940.625914,0.000750,0.261312,0.000750
|
| 7 |
+
6676,2.863373,3.219580,178291.235946,0.297118,2940.626875,0.000750,0.310328,0.000750
|
| 8 |
+
6677,2.780822,3.219580,178296.848007,0.282138,2940.534316,0.000750,0.359342,0.000750
|
| 9 |
+
6678,3.199422,3.219580,178262.668593,0.563098,2941.098123,0.000750,0.408366,0.000750
|
| 10 |
+
6679,2.721059,3.219580,178256.510009,0.339438,2941.199735,0.000750,0.457391,0.000750
|
| 11 |
+
6680,2.827010,3.219580,178228.869443,0.293941,2941.655870,0.000750,0.506424,0.000750
|
| 12 |
+
6681,2.781527,3.219580,178236.841234,0.293115,2941.524302,0.000750,0.555455,0.000750
|
| 13 |
+
6682,2.785524,3.219580,178097.999021,0.293179,2943.817465,0.000750,0.604524,0.000750
|
| 14 |
+
6683,2.935678,3.219580,178210.461274,0.323115,2941.959727,0.000750,0.653562,0.000750
|
| 15 |
+
6684,2.681640,3.219580,178244.419846,0.325129,2941.399234,0.000750,0.702590,0.000750
|
| 16 |
+
6685,2.869839,3.219580,178109.542131,0.289231,2943.626679,0.000750,0.751656,0.000750
|
| 17 |
+
6686,2.767237,3.219580,178067.268294,0.266001,2944.325507,0.000750,0.800734,0.000750
|
| 18 |
+
6687,2.749753,3.219580,178271.925574,0.287369,2940.945403,0.000750,0.849755,0.000750
|
| 19 |
+
6688,2.772281,3.219580,178219.026022,0.284502,2941.818344,0.000750,0.898791,0.000750
|
| 20 |
+
6689,2.732056,3.219580,178266.203917,0.260243,2941.039796,0.000750,0.947813,0.000750
|
| 21 |
+
6690,2.833349,3.219580,178257.875065,0.273193,2941.177212,0.000750,0.996838,0.000750
|
| 22 |
+
6691,2.826550,3.219580,178244.373670,0.276470,2941.399996,0.000750,1.045867,0.000750
|
| 23 |
+
6692,2.889097,3.219580,178264.516397,0.305532,2941.067637,0.000750,1.094890,0.000750
|
| 24 |
+
6693,2.787756,3.219580,178235.041326,0.316916,2941.554007,0.000750,1.143921,0.000750
|
| 25 |
+
6694,2.836542,3.219580,178243.216913,0.322424,2941.419085,0.000750,1.192950,0.000750
|
| 26 |
+
6695,2.886303,3.219580,178207.014357,0.341394,2942.016631,0.000750,1.241989,0.000750
|
| 27 |
+
6696,2.764646,3.219580,178221.114403,0.325519,2941.783872,0.000750,1.291024,0.000750
|
| 28 |
+
6697,2.889956,3.219580,178221.590705,0.291201,2941.776010,0.000750,1.340059,0.000750
|
| 29 |
+
6698,2.818994,3.219580,178220.403892,0.289495,2941.795600,0.000750,1.389095,0.000750
|
| 30 |
+
6699,2.821359,3.219580,178242.410422,0.323157,2941.432394,0.000750,1.438124,0.000750
|
| 31 |
+
6700,2.792627,3.219580,178262.136855,0.296245,2941.106896,0.000750,1.487148,0.000750
|
| 32 |
+
6701,2.886135,3.219580,178103.793440,0.303728,2943.721691,0.000750,1.536215,0.000750
|
| 33 |
+
6702,2.788617,3.219580,178195.445226,0.294384,2942.207638,0.000750,1.585257,0.000750
|
| 34 |
+
6703,2.834053,3.219580,178144.803116,0.300148,2943.044034,0.000750,1.634313,0.000750
|
| 35 |
+
6704,2.897880,3.219580,178210.800437,0.339718,2941.954128,0.000750,1.683351,0.000750
|
| 36 |
+
6705,3.031048,3.219580,178196.856709,0.328909,2942.184333,0.000750,1.732392,0.000750
|
| 37 |
+
6706,2.601661,3.219580,178104.552695,0.316087,2943.709142,0.000750,1.781460,0.000750
|
| 38 |
+
6707,2.926410,3.219580,178194.406175,0.299687,2942.224794,0.000750,1.830501,0.000750
|
| 39 |
+
6708,2.985879,3.219580,178178.662610,0.331953,2942.484764,0.000750,1.879548,0.000750
|
| 40 |
+
6709,2.801821,3.219580,178218.011534,0.323511,2941.835090,0.000750,1.928584,0.000750
|
| 41 |
+
6710,2.727494,3.219580,178168.895695,0.331502,2942.646066,0.000750,1.977633,0.000750
|
| 42 |
+
6711,2.830758,3.219580,178183.544653,0.322611,2942.404143,0.000750,2.026678,0.000750
|
| 43 |
+
6712,2.841855,3.219580,178602.991768,0.306547,2935.493940,0.000750,2.075608,0.000750
|
| 44 |
+
6713,2.913778,3.219580,178631.254449,0.286571,2935.029492,0.000750,2.124531,0.000750
|
| 45 |
+
6714,2.869586,3.219580,178542.917654,0.319336,2936.481642,0.000750,2.173477,0.000750
|
| 46 |
+
6715,2.720727,3.219580,178429.514887,0.313427,2938.347954,0.000750,2.222455,0.000750
|
| 47 |
+
6716,2.671315,3.219580,178583.172736,0.335399,2935.819719,0.000750,2.271391,0.000750
|
| 48 |
+
6717,2.580065,3.219580,178426.339723,0.323577,2938.400243,0.000750,2.320369,0.000750
|
| 49 |
+
6718,2.921903,3.219580,178623.407026,0.323627,2935.158436,0.000750,2.369293,0.000750
|
| 50 |
+
6719,3.035086,3.219580,178619.299248,0.375198,2935.225937,0.000750,2.418219,0.000750
|
| 51 |
+
6720,2.957395,3.219580,178554.287130,0.339073,2936.294661,0.000750,2.467162,0.000750
|
| 52 |
+
6721,2.846307,3.219580,178588.957950,0.300289,2935.724616,0.000750,2.516096,0.000750
|
| 53 |
+
6722,2.868438,3.219580,176603.250408,0.296211,2968.733581,0.000750,2.565580,0.000750
|
| 54 |
+
6723,2.781497,3.219580,178456.807103,0.305531,2937.898579,0.000750,2.614552,0.000750
|
| 55 |
+
6724,2.748079,3.219580,178575.265003,0.301871,2935.949724,0.000750,2.663490,0.000750
|
| 56 |
+
6725,2.778453,3.219580,178579.329395,0.311081,2935.882903,0.000750,2.712426,0.000750
|
| 57 |
+
6726,2.890040,3.219580,178457.436767,0.288318,2937.888213,0.000750,2.761396,0.000750
|
| 58 |
+
6727,2.899114,3.219580,178575.706645,0.297661,2935.942463,0.000750,2.810334,0.000750
|
| 59 |
+
6728,2.723610,3.219580,178524.770329,0.306338,2936.780140,0.000750,2.859285,0.000750
|
| 60 |
+
6729,2.725667,3.219580,178562.789235,0.331191,2936.154852,0.000750,2.908226,0.000750
|
| 61 |
+
6730,2.794263,3.219580,178549.227568,0.318034,2936.377867,0.000750,2.957171,0.000750
|
| 62 |
+
6731,2.841330,3.219580,178552.089871,0.306888,2936.330795,0.000750,3.006115,0.000750
|
| 63 |
+
6732,2.838911,3.219580,178518.717198,0.309071,2936.879719,0.000750,3.055068,0.000750
|
| 64 |
+
6733,2.716156,3.219580,178538.699092,0.330840,2936.551026,0.000750,3.104016,0.000750
|
| 65 |
+
6734,2.694943,3.219580,178380.602015,0.297978,2939.153664,0.000750,3.153007,0.000750
|
| 66 |
+
6735,2.878026,3.219580,178509.738890,0.326582,2937.027432,0.000750,3.201963,0.000750
|
| 67 |
+
6736,2.720944,3.219580,178541.872723,0.313519,2936.498828,0.000750,3.250910,0.000750
|
| 68 |
+
6737,2.837715,3.219580,178375.091066,0.813924,2939.244470,0.000750,3.299903,0.000750
|
| 69 |
+
6738,2.829227,3.219580,178521.169305,0.286364,2936.839379,0.000750,3.348855,0.000750
|
| 70 |
+
6739,2.816886,3.219580,178546.841088,0.277573,2936.417115,0.000750,3.397801,0.000750
|
| 71 |
+
6740,2.907071,3.219580,178524.744737,0.288031,2936.780561,0.000750,3.446753,0.000750
|
| 72 |
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7399,2.641533,3.157820,178464.106282,0.196307,2937.778419,0.000215,35.799263,0.000215
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| 735 |
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7404,2.749482,3.157820,178502.663031,0.213508,2937.143856,0.000209,36.044090,0.000209
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| 736 |
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7405,2.638440,3.157820,178480.079206,0.210324,2937.515505,0.000208,36.093054,0.000208
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| 737 |
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7406,2.621277,3.157820,178515.009866,0.199303,2936.940711,0.000207,36.142008,0.000207
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| 738 |
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7407,2.685728,3.157820,178490.695807,0.208679,2937.340782,0.000206,36.190969,0.000206
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| 739 |
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7408,2.968743,3.157820,178536.771306,0.318237,2936.582734,0.000205,36.239918,0.000205
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| 740 |
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7409,2.642928,3.157820,177440.025318,0.208665,2954.733573,0.000203,36.289169,0.000203
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| 741 |
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7410,2.791759,3.157820,178346.445268,0.202892,2939.716568,0.000202,36.338171,0.000202
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| 742 |
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7411,2.542373,3.157820,178542.216735,0.211957,2936.493170,0.000201,36.387118,0.000201
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| 743 |
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7412,2.696435,3.157820,178433.520907,0.225050,2938.281985,0.000200,36.436095,0.000200
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| 744 |
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7413,2.780576,3.157820,178532.530540,0.207090,2936.652488,0.000199,36.485044,0.000199
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| 745 |
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7414,2.693225,3.157820,178525.454576,0.201336,2936.768884,0.000198,36.533995,0.000198
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| 746 |
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7415,2.883311,3.157820,178391.788520,0.218510,2938.969357,0.000197,36.582984,0.000197
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| 747 |
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7416,2.703314,3.157820,178504.527968,0.213083,2937.113170,0.000196,36.631941,0.000196
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| 748 |
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7417,2.612808,3.157820,178511.182769,0.199840,2937.003676,0.000195,36.680896,0.000195
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| 749 |
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7418,2.814797,3.157820,178300.676227,0.216503,2940.471181,0.000194,36.729910,0.000194
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| 750 |
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7419,2.739884,3.157820,178393.924717,0.211366,2938.934164,0.000193,36.778897,0.000193
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| 751 |
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7420,2.716008,3.157820,178348.703053,0.212721,2939.679353,0.000192,36.827897,0.000192
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| 752 |
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7421,2.898012,3.157820,177951.926250,0.806945,2946.233913,0.000191,36.877006,0.000191
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| 753 |
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7422,2.671641,3.157820,178328.016506,0.203870,2940.020364,0.000190,36.926012,0.000190
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| 754 |
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7423,2.735297,3.157820,178260.397773,0.222755,2941.135589,0.000189,36.975036,0.000189
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| 755 |
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7424,2.772330,3.157820,178345.695477,0.229717,2939.728927,0.000187,37.024037,0.000187
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| 756 |
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7425,2.608269,3.157820,178478.996733,0.209510,2937.533321,0.000186,37.073001,0.000186
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| 757 |
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7426,2.650523,3.157820,178459.286728,0.209929,2937.857758,0.000185,37.121971,0.000185
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| 758 |
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7427,2.617486,3.157820,178495.350306,0.216892,2937.264187,0.000184,37.170931,0.000184
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| 759 |
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7428,2.747920,3.157820,178335.690893,0.210816,2939.893845,0.000183,37.219934,0.000183
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| 760 |
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7429,2.688626,3.157820,178353.788268,0.210105,2939.595537,0.000182,37.268933,0.000182
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| 761 |
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7430,2.682037,3.157820,178403.397123,0.197926,2938.778120,0.000181,37.317918,0.000181
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| 762 |
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7431,2.708427,3.157820,178322.230536,0.200051,2940.115758,0.000180,37.366925,0.000180
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| 763 |
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7432,2.678589,3.157820,178377.255386,0.208578,2939.208807,0.000179,37.415917,0.000179
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| 764 |
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7433,2.739776,3.157820,178511.192494,0.209177,2937.003516,0.000178,37.464873,0.000178
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| 765 |
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7434,2.885174,3.157820,178525.096586,0.304448,2936.774773,0.000177,37.513824,0.000177
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| 766 |
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7435,2.726283,3.157820,178340.727381,0.255934,2939.810820,0.000176,37.562826,0.000176
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| 767 |
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7436,2.788133,3.157820,178488.860386,0.217344,2937.370987,0.000175,37.611788,0.000175
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| 768 |
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7437,2.880216,3.157820,178358.723660,0.223242,2939.514195,0.000174,37.660785,0.000174
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| 769 |
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7438,2.799402,3.157820,178396.818464,0.196445,2938.886492,0.000173,37.709772,0.000173
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| 770 |
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7439,2.773702,3.157820,178296.919677,0.206586,2940.533134,0.000172,37.758787,0.000172
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| 771 |
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7440,2.687705,3.157820,178499.898514,0.199849,2937.189345,0.000171,37.807745,0.000171
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7441,2.758322,3.157820,178334.338597,0.205024,2939.916138,0.000170,37.856749,0.000170
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7442,2.794849,3.157820,178305.473210,0.208437,2940.392073,0.000169,37.905761,0.000169
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| 774 |
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7443,2.668796,3.157820,178306.464377,0.197947,2940.375728,0.000169,37.954773,0.000169
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| 775 |
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7444,2.651527,3.157820,178340.305099,0.194918,2939.817781,0.000168,38.003775,0.000168
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| 776 |
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7445,2.635669,3.157820,178517.769258,0.201089,2936.895314,0.000167,38.052729,0.000167
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| 777 |
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7446,2.663133,3.157820,178311.354639,0.199878,2940.295087,0.000166,38.101739,0.000166
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| 778 |
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7447,2.699124,3.157820,178356.548807,0.224886,2939.550039,0.000165,38.150737,0.000165
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| 779 |
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7448,2.666111,3.157820,178467.011358,0.207230,2937.730598,0.000164,38.199705,0.000164
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7449,2.717253,3.157820,178477.387325,0.194788,2937.559810,0.000163,38.248669,0.000163
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| 781 |
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7450,2.718925,3.157820,178342.880615,0.207043,2939.775326,0.000162,38.297671,0.000162
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7451,2.745273,3.157820,178450.354059,0.200913,2938.004818,0.000161,38.346643,0.000161
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7452,2.702311,3.157820,178500.507759,0.191604,2937.179320,0.000160,38.395601,0.000160
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7453,2.751346,3.157820,178495.498826,0.198588,2937.261743,0.000159,38.444561,0.000159
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7454,2.671484,3.157820,178400.263683,0.204424,2938.829737,0.000158,38.493546,0.000158
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7455,2.835525,3.157820,178294.834369,0.197686,2940.567526,0.000157,38.542560,0.000157
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7456,2.731880,3.157820,178348.571219,0.205697,2939.681526,0.000156,38.591560,0.000156
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7457,2.831380,3.157820,178502.463388,0.208450,2937.147141,0.000155,38.640517,0.000155
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7458,2.859234,3.157820,178384.588238,0.269775,2939.087985,0.000155,38.689507,0.000155
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7459,2.747140,3.157820,178322.539131,0.211894,2940.110670,0.000154,38.738515,0.000154
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| 791 |
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7460,2.840366,3.157820,178444.206126,0.198590,2938.106041,0.000153,38.787488,0.000153
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7461,2.819500,3.157820,178308.815934,0.230588,2940.336950,0.000152,38.836499,0.000152
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7462,2.657613,3.157820,178293.751656,0.203409,2940.585383,0.000151,38.885514,0.000151
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7463,2.713361,3.157820,178455.896387,0.201158,2937.913572,0.000150,38.934485,0.000150
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7464,2.713401,3.157820,178477.031290,0.198003,2937.565670,0.000149,38.983449,0.000149
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7465,2.721985,3.157820,178483.329924,0.198517,2937.462004,0.000148,39.032412,0.000148
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7466,2.636295,3.157820,178300.637966,0.207878,2940.471812,0.000148,39.081425,0.000148
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| 798 |
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7467,2.585296,3.157820,178409.469210,0.205793,2938.678100,0.000147,39.130409,0.000147
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| 799 |
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7468,2.681151,3.157820,178499.121300,0.190962,2937.202134,0.000146,39.179367,0.000146
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| 800 |
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7469,2.676071,3.157820,178482.952660,0.194957,2937.468213,0.000145,39.228330,0.000145
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| 801 |
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7470,2.790572,3.157820,178522.463588,0.254356,2936.818087,0.000144,39.277282,0.000144
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| 802 |
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7471,2.664137,3.157820,178487.805089,0.430851,2937.388354,0.000143,39.326244,0.000143
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| 803 |
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7472,2.815639,3.157820,178373.351600,0.219134,2939.273133,0.000142,39.375237,0.000142
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7473,2.667087,3.157820,178534.264540,0.219350,2936.623966,0.000142,39.424186,0.000142
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7474,2.758907,3.157820,177500.220078,0.209319,2953.731549,0.000141,39.473421,0.000141
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7475,2.736837,3.157820,178468.618877,0.220660,2937.704137,0.000140,39.522389,0.000140
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7476,2.842903,3.157820,178518.102905,0.288655,2936.889825,0.000139,39.571343,0.000139
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7477,2.609686,3.157820,178332.728036,0.199235,2939.942689,0.000138,39.620347,0.000138
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7478,2.701364,3.157820,178360.380865,0.241648,2939.486883,0.000138,39.669344,0.000138
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| 810 |
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7479,2.617183,3.157820,178347.825110,0.268960,2939.693824,0.000137,39.718344,0.000137
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7480,2.641414,3.157820,178367.614995,0.195753,2939.367665,0.000136,39.767339,0.000136
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7481,2.767162,3.157820,178495.131841,0.204014,2937.267782,0.000135,39.816299,0.000135
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7482,2.719999,3.157820,178437.330038,0.194714,2938.219261,0.000134,39.865274,0.000134
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7483,2.624166,3.157820,178470.607828,0.196393,2937.671398,0.000134,39.914240,0.000134
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7484,2.768008,3.157820,178337.241330,0.201047,2939.868286,0.000133,39.963243,0.000133
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7485,2.738501,3.157820,178352.267940,0.211218,2939.620595,0.000132,40.012242,0.000132
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| 817 |
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7486,2.748176,3.157820,178463.124296,0.195687,2937.794584,0.000131,40.061211,0.000131
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| 818 |
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7487,2.752490,3.157820,178331.392830,0.196591,2939.964701,0.000130,40.110215,0.000130
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| 819 |
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7488,2.753448,3.157820,178316.288895,0.207546,2940.213725,0.000130,40.159224,0.000130
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| 820 |
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7489,2.690866,3.157820,178311.099509,0.198425,2940.299294,0.000129,40.208234,0.000129
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| 821 |
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7490,2.621231,3.157820,178445.048577,0.196269,2938.092170,0.000128,40.257208,0.000128
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| 822 |
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7491,2.772793,3.157820,178337.187888,0.197960,2939.869167,0.000127,40.306211,0.000127
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| 823 |
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7492,2.600523,3.157820,178277.714282,0.197129,2940.849910,0.000127,40.355230,0.000127
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| 824 |
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7493,2.672274,3.157820,178455.883632,0.196389,2937.913782,0.000126,40.404200,0.000126
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| 825 |
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7494,2.643446,3.157820,178350.329616,0.200728,2939.652543,0.000125,40.453200,0.000125
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| 826 |
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7495,2.645561,3.157820,178432.367219,0.193482,2938.300983,0.000124,40.502177,0.000124
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| 827 |
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7496,2.918174,3.157820,178327.857893,0.213620,2940.022979,0.000124,40.551183,0.000124
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| 828 |
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7497,2.687522,3.157820,178512.852473,0.193366,2936.976205,0.000123,40.600138,0.000123
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| 829 |
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7498,2.870463,3.157820,178465.360797,0.207987,2937.757768,0.000122,40.649106,0.000122
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| 830 |
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7499,2.557628,3.157820,178458.736200,0.248547,2937.866821,0.000122,40.698076,0.000122
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| 831 |
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7500,2.700257,3.122189,178533.568006,0.215293,2936.635423,0.000121,40.755740,0.000121
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| 832 |
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7501,2.878063,3.122189,178479.587546,0.200404,2937.523597,0.000120,40.804704,0.000120
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| 833 |
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7502,2.701156,3.122189,178488.502543,0.191572,2937.376876,0.000120,40.853666,0.000120
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| 834 |
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7503,2.765022,3.122189,178455.092222,0.222936,2937.926811,0.000119,40.902637,0.000119
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| 835 |
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7504,2.797930,3.122189,178365.887872,0.196114,2939.396127,0.000118,40.951633,0.000118
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| 836 |
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7505,2.673385,3.122189,178418.537738,0.207003,2938.528735,0.000117,41.000613,0.000117
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| 837 |
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7506,2.686661,3.122189,178258.688484,0.195991,2941.163791,0.000117,41.049638,0.000117
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| 838 |
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7507,2.701519,3.122189,178369.086978,0.238654,2939.343408,0.000116,41.098633,0.000116
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| 839 |
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7508,2.717904,3.122189,178340.811825,0.203774,2939.809428,0.000115,41.147635,0.000115
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| 840 |
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7509,2.878783,3.122189,178422.870970,0.213222,2938.457369,0.000115,41.196614,0.000115
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| 841 |
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7510,2.833022,3.122189,178334.362921,0.223631,2939.915737,0.000114,41.245618,0.000114
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| 842 |
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7511,2.821982,3.122189,178478.783776,0.205559,2937.536826,0.000114,41.294582,0.000114
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| 843 |
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7512,2.786821,3.122189,178494.921823,0.209962,2937.271238,0.000113,41.343542,0.000113
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| 844 |
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7513,2.775028,3.122189,178464.087996,0.207903,2937.778720,0.000112,41.392510,0.000112
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| 845 |
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7514,2.703414,3.122189,178462.481895,0.208165,2937.805159,0.000112,41.441479,0.000112
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7515,2.807164,3.122189,178467.811499,0.200403,2937.717427,0.000111,41.490446,0.000111
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7516,2.912113,3.122189,178330.893437,0.206219,2939.972934,0.000110,41.539451,0.000110
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| 848 |
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7517,2.869294,3.122189,178293.191175,0.218056,2940.594627,0.000110,41.588467,0.000110
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| 849 |
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7518,2.657565,3.122189,178492.989573,0.200361,2937.303035,0.000109,41.637427,0.000109
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| 850 |
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7519,2.899979,3.122189,178470.676539,0.242790,2937.670267,0.000109,41.686394,0.000109
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| 851 |
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7520,2.764768,3.122189,178512.750847,0.205109,2936.977877,0.000108,41.735349,0.000108
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| 852 |
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7521,2.724251,3.122189,178501.834013,0.193830,2937.157497,0.000107,41.784307,0.000107
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| 853 |
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7522,2.864737,3.122189,178532.059870,0.198580,2936.660230,0.000107,41.833256,0.000107
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| 854 |
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7523,2.737155,3.122189,178411.491570,0.194908,2938.644789,0.000106,41.882239,0.000106
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| 855 |
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7524,2.896536,3.122189,178568.743058,0.197223,2936.056955,0.000106,41.931178,0.000106
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| 856 |
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7525,2.763594,3.122189,178423.178092,0.195649,2938.452311,0.000105,41.980158,0.000105
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| 857 |
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7526,2.730814,3.122189,178434.038486,0.202154,2938.273462,0.000104,42.029134,0.000104
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| 858 |
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7527,2.679521,3.122189,178462.183203,0.189569,2937.810076,0.000104,42.078102,0.000104
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| 859 |
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7528,2.751275,3.122189,178540.324805,0.209462,2936.524287,0.000103,42.127049,0.000103
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| 860 |
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7529,2.787953,3.122189,178456.948816,0.198584,2937.896246,0.000103,42.176019,0.000103
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| 861 |
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7530,2.719388,3.122189,178544.378486,0.193806,2936.457616,0.000102,42.224965,0.000102
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| 862 |
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7531,2.735283,3.122189,178543.309765,0.338360,2936.475193,0.000102,42.273912,0.000102
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| 863 |
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7532,2.752649,3.122189,178366.132781,0.207686,2939.392091,0.000101,42.322907,0.000101
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| 864 |
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7533,2.806285,3.122189,178514.940452,0.204801,2936.941853,0.000101,42.371861,0.000101
|
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7627,2.694909,3.122189,178517.402242,0.192044,2936.901352,0.000075,47.002681,0.000075
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7628,2.696115,3.109583,178552.985089,0.191207,2936.316073,0.000075,47.060338,0.000075
|
40M_121M_75e5_4B/blumodel_muon_step00006858.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:67722894c83bd79d88f18b66cb16e48b78ba7809d8db88dcb9fc12997d2b8555
|
| 3 |
+
size 1390854359
|
40M_121M_75e5_4B/blumodel_muon_step00007239.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2160442b590458ff2c893a9f7dcef807f47be07d5773dc3327c2b03aed9eaeaf
|
| 3 |
+
size 1390854359
|
40M_121M_75e5_4B/blumodel_muon_step00007620.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b644d3fadd45820ec823c226af7f6effbe934ae26343fd5eb9ba9ed688974bde
|
| 3 |
+
size 1390854359
|
40M_121M_75e5_4B/blumodel_muon_step00007629.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:15e3fab7c9985d70ae62392ffafb9985dbebfe9e717fcdde09ae2f2b76c166fb
|
| 3 |
+
size 1390854359
|
train_muon_40M_121M.py
CHANGED
|
@@ -464,7 +464,7 @@ class ModelConfig:
|
|
| 464 |
muon_lr: float = 0.00075
|
| 465 |
muon_min_lr: float = 0.000075
|
| 466 |
|
| 467 |
-
max_steps: int =
|
| 468 |
warmup_steps: int = 500
|
| 469 |
stable_steps: int = int(max_steps * 0.9) - warmup_steps # steps held at max_lr after warmup
|
| 470 |
|
|
|
|
| 464 |
muon_lr: float = 0.00075
|
| 465 |
muon_min_lr: float = 0.000075
|
| 466 |
|
| 467 |
+
max_steps: int = 3815
|
| 468 |
warmup_steps: int = 500
|
| 469 |
stable_steps: int = int(max_steps * 0.9) - warmup_steps # steps held at max_lr after warmup
|
| 470 |
|