| step,train_loss,val_loss,tok_per_sec,grad_norm,dt_ms,lr,elapsed_min,muon_lr |
| 0,11.177700,11.185704,51241.721510,21.366793,10231.662492,0.000010,0.207440,0.000010 |
| 1,11.167324,11.185704,53246.048801,20.089542,9846.514658,0.000020,0.373316,0.000020 |
| 2,11.082071,11.185704,53235.590025,24.045319,9848.449125,0.000030,0.538682,0.000030 |
| 3,10.930231,11.185704,53437.923320,19.723158,9811.159705,0.000040,0.702214,0.000040 |
| 4,10.687304,11.185704,53354.194061,19.755774,9826.556454,0.000050,0.866002,0.000050 |
| 5,10.390692,11.185704,53336.461957,19.243341,9829.823366,0.000060,1.029844,0.000060 |
| 6,10.108383,11.185704,53295.758950,18.562750,9837.330593,0.000070,1.193812,0.000070 |
| 7,9.663779,11.185704,53244.496204,17.950474,9846.801780,0.000080,1.357938,0.000080 |
| 8,9.288275,11.185704,53213.216131,15.135894,9852.589979,0.000090,1.522160,0.000090 |
| 9,9.085278,11.185704,53202.197887,18.930506,9854.630463,0.000100,1.686418,0.000100 |
| 10,8.763849,11.185704,53295.550532,10.002346,9837.369063,0.000110,1.850387,0.000110 |
| 11,8.529650,11.185704,53270.290504,11.628985,9842.033806,0.000120,2.014433,0.000120 |
| 12,8.257998,11.185704,53249.051634,9.639516,9845.959391,0.000130,2.178545,0.000130 |
| 13,8.111353,11.185704,53196.862903,15.260451,9855.618760,0.000140,2.342817,0.000140 |
| 14,7.849535,11.185704,53234.884365,20.321068,9848.579672,0.000150,2.506973,0.000150 |
| 15,7.775013,11.185704,53256.433982,11.604733,9844.594555,0.000160,2.671062,0.000160 |
| 16,7.575979,11.185704,53295.906020,14.598264,9837.303447,0.000170,2.835030,0.000170 |
| 17,7.459575,11.185704,53202.318802,19.003893,9854.608066,0.000180,2.999285,0.000180 |
| 18,7.270431,11.185704,53287.737983,20.269884,9838.811326,0.000190,3.163278,0.000190 |
| 19,7.239777,11.185704,53325.701537,15.072764,9831.806894,0.000200,3.327153,0.000200 |
| 20,7.164448,11.185704,53291.554271,14.363220,9838.106754,0.000210,3.491134,0.000210 |
| 21,7.126420,11.185704,53322.510774,12.534041,9832.395219,0.000220,3.655020,0.000220 |
| 22,7.146031,11.185704,53237.026537,13.474718,9848.183381,0.000230,3.819169,0.000230 |
| 23,7.065773,11.185704,53280.830442,12.521154,9840.086869,0.000240,3.983183,0.000240 |
| 24,6.974002,11.185704,53183.359792,10.394948,9858.121075,0.000250,4.147497,0.000250 |
| 25,6.989689,11.185704,53222.330449,9.199646,9850.902724,0.000260,4.311690,0.000260 |
| 26,6.912732,11.185704,53192.547426,10.723977,9856.418340,0.000270,4.475977,0.000270 |
| 27,6.766483,11.185704,53141.551408,11.543464,9865.876816,0.000280,4.640420,0.000280 |
| 28,6.856999,11.185704,53209.729568,11.215828,9853.235569,0.000290,4.804655,0.000290 |
| 29,6.826920,11.185704,53197.345492,8.200692,9855.529353,0.000300,4.968926,0.000300 |
| 30,6.791311,11.185704,53193.199603,7.241435,9856.297495,0.000310,5.133210,0.000310 |
| 31,6.696604,11.185704,53120.742683,9.028312,9869.741527,0.000320,5.297718,0.000320 |
| 32,6.694974,11.185704,53145.888028,7.989080,9865.071776,0.000330,5.462149,0.000330 |
| 33,6.484646,11.185704,53142.076043,4.750228,9865.779417,0.000340,5.626591,0.000340 |
| 34,6.655788,11.185704,53156.456495,7.002023,9863.110421,0.000350,5.790989,0.000350 |
| 35,6.606394,11.185704,53109.911884,5.984596,9871.754281,0.000360,5.955530,0.000360 |
| 36,6.476423,11.185704,53124.076147,4.292646,9869.122214,0.000370,6.120028,0.000370 |
| 37,6.436254,11.185704,53101.371457,4.666066,9873.341980,0.000380,6.284596,0.000380 |
| 38,6.395794,11.185704,53151.794429,5.580943,9863.975537,0.000390,6.449008,0.000390 |
| 39,6.380141,11.185704,53034.096219,4.443057,9885.866591,0.000400,6.613785,0.000400 |
| 40,6.289318,11.185704,53061.258497,4.294503,9880.805975,0.000410,6.778477,0.000410 |
| 41,6.300710,11.185704,53103.560482,5.377081,9872.934983,0.000420,6.943038,0.000420 |
| 42,6.264236,11.185704,53092.049982,4.243490,9875.075462,0.000430,7.107635,0.000430 |
| 43,6.273960,11.185704,53111.954038,5.729973,9871.374712,0.000440,7.272171,0.000440 |
| 44,6.162729,11.185704,53112.167092,3.031184,9871.335114,0.000450,7.436706,0.000450 |
| 45,6.312473,11.185704,53147.734647,3.995299,9864.729014,0.000460,7.601130,0.000460 |
| 46,6.227525,11.185704,53085.916398,2.640026,9876.216435,0.000470,7.765746,0.000470 |
| 47,6.152595,11.185704,53129.190241,3.138745,9868.172235,0.000480,7.930228,0.000480 |
| 48,6.165558,11.185704,53031.988553,2.314365,9886.259488,0.000490,8.095011,0.000490 |
| 49,6.081864,11.185704,53090.404573,2.919686,9875.381516,0.000500,8.259614,0.000500 |
| 50,6.088820,11.185704,53114.068878,2.057134,9870.981664,0.000510,8.424143,0.000510 |
| 51,6.113848,11.185704,53122.132334,2.621284,9869.483339,0.000520,8.588647,0.000520 |
| 52,6.119147,11.185704,53107.132598,1.969211,9872.270905,0.000530,8.753197,0.000530 |
| 53,6.023055,11.185704,53027.407467,2.145915,9887.113571,0.000540,8.917995,0.000540 |
| 54,5.937927,11.185704,53049.164999,3.198500,9883.058480,0.000550,9.082726,0.000550 |
| 55,5.998039,11.185704,53046.677037,2.922249,9883.522009,0.000560,9.247463,0.000560 |
| 56,5.973922,11.185704,53156.233784,2.351279,9863.151745,0.000570,9.411862,0.000570 |
| 57,6.019602,11.185704,53086.190569,2.274046,9876.165428,0.000580,9.576477,0.000580 |
| 58,5.939252,11.185704,53092.219870,1.915978,9875.043863,0.000590,9.741073,0.000590 |
| 59,6.070976,11.185704,53049.799274,2.800737,9882.940316,0.000600,9.905802,0.000600 |
| 60,6.028873,11.185704,53092.483853,2.494717,9874.994763,0.000610,10.070398,0.000610 |
| 61,6.040565,11.185704,53069.826781,2.624371,9879.210689,0.000620,10.235064,0.000620 |
| 62,5.881981,11.185704,53066.591856,1.616799,9879.812923,0.000630,10.399740,0.000630 |
| 63,6.001305,11.185704,53041.899633,2.000299,9884.412203,0.000640,10.564492,0.000640 |
| 64,5.941001,11.185704,53024.124835,1.460638,9887.725665,0.000650,10.729300,0.000650 |
| 65,5.840242,11.185704,53099.542020,2.072758,9873.682146,0.000660,10.893874,0.000660 |
| 66,5.951355,11.185704,53057.205349,1.552748,9881.560790,0.000670,11.058579,0.000670 |
| 67,5.973950,11.185704,53038.298191,1.738101,9885.083381,0.000680,11.223343,0.000680 |
| 68,5.844265,11.185704,53047.178364,1.789914,9883.428604,0.000690,11.388080,0.000690 |
| 69,5.852211,11.185704,53078.131115,1.416538,9877.665038,0.000700,11.552719,0.000700 |
| 70,5.885146,11.185704,53046.382745,1.708085,9883.576841,0.000710,11.717458,0.000710 |
| 71,5.896254,11.185704,53055.824547,1.712922,9881.817962,0.000720,11.882167,0.000720 |
| 72,5.812967,11.185704,53078.453385,1.445223,9877.605065,0.000730,12.046807,0.000730 |
| 73,5.821184,11.185704,53078.877759,1.175713,9877.526092,0.000740,12.211444,0.000740 |
| 74,5.800422,11.185704,53051.468905,1.602802,9882.629281,0.000750,12.376168,0.000750 |
| 75,5.892857,11.185704,53018.922451,1.839274,9888.695880,0.000760,12.540992,0.000760 |
| 76,5.702651,11.185704,53073.445180,1.788128,9878.537152,0.000770,12.705646,0.000770 |
| 77,5.823255,11.185704,53079.407622,1.355182,9877.427490,0.000780,12.870282,0.000780 |
| 78,5.777250,11.185704,53046.597436,1.819152,9883.536840,0.000790,13.035020,0.000790 |
| 79,5.754637,11.185704,52587.579562,1.833279,9969.806642,0.000800,13.201196,0.000800 |
| 80,5.794818,11.185704,53080.179608,1.714882,9877.283835,0.000810,13.365830,0.000810 |
| 81,5.768158,11.185704,53064.111223,1.309997,9880.274783,0.000820,13.530514,0.000820 |
| 82,5.816366,11.185704,52984.092807,1.437762,9895.196317,0.000830,13.695447,0.000830 |
| 83,5.712050,11.185704,53050.228096,1.168854,9882.860429,0.000840,13.860173,0.000840 |
| 84,5.704427,11.185704,53043.651696,1.179620,9884.085715,0.000850,14.024921,0.000850 |
| 85,5.697934,11.185704,52996.547112,1.124295,9892.870924,0.000860,14.189814,0.000860 |
| 86,5.750605,11.185704,53079.692366,1.173711,9877.374503,0.000870,14.354450,0.000870 |
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