Iteration,Train Loss,Learning Rate,It/sec,Tokens/sec,Trained Tokens,Peak Memory (GB),Val Loss,Val Time (s) 10,4.089,5e-05,0.441,73.893,1677,8.375,, 20,4.13,5e-05,0.484,88.673,3509,9.436,, 30,4.132,5e-05,0.527,90.703,5231,9.436,, 40,4.192,5e-05,0.568,99.804,6987,9.436,, 50,4.019,5e-05,0.597,91.295,8516,9.436,, 60,4.263,5e-05,0.618,103.904,10196,9.436,, 70,3.966,5e-05,0.596,104.97,11957,9.436,, 80,4.066,5e-05,0.562,98.828,13716,9.436,, 90,3.951,5e-05,0.605,99.499,15360,9.436,, 100,4.073,5e-05,0.583,98.465,17049,9.436,, 110,3.893,5e-05,0.617,99.361,18659,9.436,, 120,4.001,5e-05,0.606,103.006,20358,9.436,, 130,3.806,5e-05,0.63,102.196,21979,9.436,, 140,3.976,5e-05,0.607,97.657,23588,9.436,, 150,3.805,5e-05,0.591,101.495,25305,9.436,, 160,4.013,5e-05,0.562,99.156,27070,9.436,, 170,3.887,5e-05,0.567,98.486,28807,9.436,, 180,3.799,5e-05,0.597,99.612,30476,9.436,, 190,3.926,5e-05,0.61,97.478,32074,9.436,, 200,3.992,5e-05,0.633,98.564,33631,9.436,4.001,3.733 210,3.594,5e-05,0.616,102.362,35294,9.436,, 220,3.722,5e-05,0.603,98.32,36925,9.436,, 230,4.011,5e-05,0.578,99.692,38651,9.436,, 240,3.84,5e-05,0.48,84.041,40401,11.578,, 250,3.817,5e-05,0.593,99.741,42082,11.578,, 260,4.026,5e-05,0.597,98.615,43735,11.578,, 270,3.987,5e-05,0.602,100.38,45402,11.578,, 280,4.112,5e-05,0.671,101.602,46916,11.578,, 290,3.917,5e-05,0.632,99.074,48483,11.578,, 300,3.86,5e-05,0.589,98.208,50149,11.578,, 310,3.773,5e-05,0.59,102.129,51880,11.578,, 320,3.82,5e-05,0.583,98.156,53565,11.578,, 330,4.009,5e-05,0.63,101.553,55178,11.578,, 340,4.074,5e-05,0.61,102.793,56863,11.578,, 350,3.66,5e-05,0.595,98.904,58526,11.578,, 360,3.864,5e-05,0.569,97.813,60245,11.578,, 370,3.748,5e-05,0.611,99.385,61871,11.578,, 380,3.815,5e-05,0.562,100.966,63669,11.578,, 390,3.752,5e-05,0.605,98.558,65297,11.578,, 400,4.0,5e-05,0.578,102.562,67070,11.578,3.961,3.674 410,3.96,5e-05,0.677,102.032,68577,11.578,, 420,3.88,5e-05,0.594,98.743,70240,11.578,, 430,3.606,5e-05,0.559,97.916,71991,11.578,, 440,4.015,5e-05,0.574,100.988,73751,11.578,, 450,3.841,5e-05,0.531,98.806,75612,11.578,, 460,3.936,5e-05,0.619,101.147,77246,11.578,, 470,3.963,5e-05,0.572,99.349,78983,11.578,, 480,3.796,5e-05,0.602,102.407,80683,11.578,, 490,3.747,5e-05,0.583,99.112,82382,11.578,, 500,4.054,5e-05,0.61,101.243,84041,11.578,, 510,3.75,5e-05,0.623,95.379,85572,11.578,, 520,3.812,5e-05,0.563,99.801,87344,11.578,, 530,3.958,5e-05,0.559,102.264,89175,11.578,, 540,3.598,5e-05,0.599,103.312,90901,11.578,, 550,3.864,5e-05,0.636,98.058,92443,11.578,, 560,3.778,5e-05,0.609,99.618,94078,11.578,, 570,3.736,5e-05,0.679,102.557,95588,11.578,, 580,2.966,5e-05,0.642,100.119,97148,11.578,, 590,2.821,5e-05,0.59,98.719,98820,11.578,, 600,2.836,5e-05,0.588,97.899,100485,11.578,3.874,3.895 610,3.215,5e-05,0.639,98.803,102031,11.578,, 620,2.95,5e-05,0.525,96.437,103868,11.578,, 630,2.736,5e-05,0.71,100.225,105280,11.578,, 640,2.85,5e-05,0.655,98.392,106782,11.578,, 650,2.913,5e-05,0.547,100.774,108625,11.578,, 660,3.089,5e-05,0.539,94.451,110376,11.578,, 670,3.049,5e-05,0.531,94.376,112154,11.578,, 680,2.767,5e-05,0.664,97.858,113628,11.578,, 690,3.116,5e-05,0.595,96.193,115245,11.578,, 700,3.08,5e-05,0.594,100.069,116931,11.578,, 710,3.248,5e-05,0.56,98.432,118688,11.578,, 720,3.086,5e-05,0.529,97.201,120526,11.59,, 730,2.959,5e-05,0.605,99.777,122174,11.59,, 740,2.849,5e-05,0.6,99.182,123828,11.59,, 750,2.912,5e-05,0.587,99.199,125517,11.59,, 760,2.871,5e-05,0.624,97.306,127076,11.59,, 770,3.107,5e-05,0.526,94.678,128875,11.59,, 780,2.985,5e-05,0.568,97.575,130594,11.59,, 790,2.837,5e-05,0.639,97.827,132126,11.59,, 800,2.809,5e-05,0.57,98.138,133847,11.59,4.003,4.16 810,2.948,5e-05,0.567,96.674,135551,11.59,, 820,2.797,5e-05,0.594,94.693,137146,11.59,, 830,2.911,5e-05,0.519,94.933,138974,11.59,, 840,3.137,5e-05,0.533,95.824,140772,11.59,, 850,2.953,5e-05,0.552,95.994,142512,11.59,, 860,3.024,5e-05,0.577,96.443,144183,11.59,, 870,2.893,5e-05,0.56,97.311,145922,11.59,, 880,3.383,5e-05,0.575,96.109,147593,11.59,, 890,3.142,5e-05,0.559,96.076,149312,11.59,, 900,2.882,5e-05,0.548,91.369,150979,11.59,, 910,3.08,5e-05,0.585,96.826,152633,11.59,, 920,3.04,5e-05,0.559,97.924,154386,11.59,, 930,2.893,5e-05,0.579,95.294,156033,11.59,, 940,3.317,5e-05,0.584,97.562,157704,11.59,, 950,3.043,5e-05,0.583,93.959,159315,11.59,, 960,3.098,5e-05,0.576,95.783,160978,11.59,, 970,2.976,5e-05,0.537,97.017,162784,11.59,, 980,3.246,5e-05,0.586,94.984,164404,11.59,, 990,3.287,5e-05,0.574,99.364,166134,11.59,, 1000,3.195,5e-05,0.597,94.497,167717,11.59,3.984,4.174 1010,3.011,5e-05,0.557,96.175,169444,11.59,, 1020,2.507,5e-05,0.606,95.183,171015,11.59,, 1030,3.221,5e-05,0.544,95.829,172776,11.59,, 1040,2.815,5e-05,0.586,97.849,174446,11.59,, 1050,3.148,5e-05,0.607,96.803,176040,11.59,, 1060,2.986,5e-05,0.557,94.738,177741,11.59,, 1070,3.117,5e-05,0.555,96.219,179476,11.59,, 1080,2.961,5e-05,0.567,96.917,181185,11.59,, 1090,2.751,5e-05,0.625,96.835,182734,11.59,, 1100,3.153,5e-05,0.566,96.194,184433,11.59,, 1110,2.929,5e-05,0.536,96.693,186238,11.59,, 1120,2.882,5e-05,0.595,94.642,187828,11.59,, 1130,3.142,5e-05,0.56,94.607,189518,11.59,, 1140,3.037,5e-05,0.559,92.671,191176,11.59,, 1150,1.872,5e-05,0.524,95.245,192993,11.59,, 1160,1.901,5e-05,0.544,98.184,194799,11.59,, 1170,2.16,5e-05,0.534,97.132,196617,11.59,, 1180,1.891,5e-05,0.566,96.108,198316,11.59,, 1190,1.822,5e-05,0.622,94.922,199841,11.59,, 1200,1.858,5e-05,0.562,96.821,201564,11.59,4.561,4.304 1210,1.96,5e-05,0.621,93.887,203075,11.59,, 1220,1.854,5e-05,0.551,91.736,204741,11.59,, 1230,2.111,5e-05,0.558,94.784,206440,11.59,, 1240,1.699,5e-05,0.547,92.95,208139,11.59,, 1250,2.258,5e-05,0.56,97.294,209876,11.59,, 1260,2.187,5e-05,0.561,95.246,211574,11.59,, 1270,2.127,5e-05,0.608,94.558,213128,11.59,, 1280,1.908,5e-05,0.56,92.952,214789,11.59,, 1290,2.077,5e-05,0.622,94.098,216302,11.59,, 1300,2.014,5e-05,0.631,96.187,217827,11.59,, 1310,2.249,5e-05,0.604,91.449,219342,11.59,, 1320,2.19,5e-05,0.586,98.36,221020,11.59,, 1330,2.027,5e-05,0.601,96.671,222629,11.59,, 1340,2.255,5e-05,0.561,95.971,224339,11.59,, 1350,1.875,5e-05,0.557,93.576,226020,11.59,, 1360,1.811,5e-05,0.55,96.11,227767,11.59,, 1370,2.361,5e-05,0.56,95.856,229479,11.59,, 1380,2.116,5e-05,0.561,95.384,231179,11.59,, 1390,2.097,5e-05,0.572,94.03,232824,11.59,, 1400,2.2,5e-05,0.553,95.153,234545,11.59,3.836,4.393 1410,2.092,5e-05,0.587,95.786,236176,11.59,, 1420,2.341,5e-05,0.559,96.216,237897,11.59,, 1430,1.927,5e-05,0.58,95.204,239539,11.59,, 1440,2.255,5e-05,0.508,94.712,241405,11.59,, 1450,2.112,5e-05,0.57,94.603,243066,11.59,, 1460,2.36,5e-05,0.539,93.101,244792,11.59,, 1470,2.722,5e-05,0.51,97.056,246695,11.59,, 1480,1.978,5e-05,0.553,93.406,248385,11.59,, 1490,2.176,5e-05,0.594,96.459,250010,11.59,, 1500,1.94,5e-05,0.591,93.974,251599,11.59,, 1510,2.122,5e-05,0.568,93.584,253247,11.59,, 1520,2.164,5e-05,0.556,91.159,254888,11.59,, 1530,1.861,5e-05,0.521,92.253,256658,11.59,, 1540,2.07,5e-05,0.599,96.317,258266,11.59,, 1550,2.356,5e-05,0.55,94.096,259978,11.59,, 1560,2.359,5e-05,0.55,91.514,261641,11.59,, 1570,2.052,5e-05,0.595,95.627,263249,11.59,, 1580,2.335,5e-05,0.543,94.2,264983,11.596,, 1590,1.859,5e-05,0.563,95.589,266681,11.596,, 1600,1.854,5e-05,0.594,95.891,268296,11.596,4.614,4.439 1610,2.017,5e-05,0.591,93.488,269877,11.596,, 1620,2.649,5e-05,0.533,95.676,271673,11.596,, 1630,2.176,5e-05,0.623,95.322,273203,11.596,, 1640,2.41,5e-05,0.518,93.9,275015,11.596,, 1650,2.196,5e-05,0.583,91.131,276577,11.596,, 1660,1.987,5e-05,0.579,94.843,278216,11.596,, 1670,2.304,5e-05,0.573,96.906,279907,11.596,, 1680,2.004,5e-05,0.549,92.025,281584,11.596,, 1690,2.189,5e-05,0.564,94.174,283255,11.596,, 1700,2.074,5e-05,0.52,94.712,285077,11.596,, 1710,2.386,5e-05,0.57,96.122,286764,11.596,, 1720,1.26,5e-05,0.539,95.719,288540,11.596,, 1730,1.231,5e-05,0.541,95.937,290312,11.596,, 1740,0.986,5e-05,0.592,91.523,291857,11.596,, 1750,1.095,5e-05,0.591,93.616,293440,11.596,, 1760,0.968,5e-05,0.548,95.109,295176,11.596,, 1770,0.939,5e-05,0.551,93.96,296881,11.596,, 1780,1.168,5e-05,0.603,95.486,298465,11.596,, 1790,1.146,5e-05,0.539,93.376,300198,11.596,, 1800,0.992,5e-05,0.579,92.863,301802,11.596,4.869,4.246 1810,1.16,5e-05,0.579,95.287,303449,11.596,, 1820,1.068,5e-05,0.542,93.744,305178,11.596,, 1830,1.036,5e-05,0.65,95.676,306651,11.596,, 1840,1.242,5e-05,0.523,90.867,308390,11.596,, 1850,1.387,5e-05,0.554,94.371,310094,11.596,, 1860,1.283,5e-05,0.559,95.898,311810,11.596,, 1870,1.485,5e-05,0.505,92.531,313641,11.596,, 1880,1.322,5e-05,0.525,93.588,315425,11.596,, 1890,1.261,5e-05,0.563,90.671,317036,11.596,, 1900,1.225,5e-05,0.624,97.226,318594,11.596,, 1910,1.246,5e-05,0.518,94.449,320416,11.596,, 1920,1.348,5e-05,0.536,93.272,322156,11.596,, 1930,1.091,5e-05,0.568,93.954,323810,11.596,, 1940,1.119,5e-05,0.583,97.954,325489,11.596,, 1950,1.443,5e-05,0.545,95.884,327247,11.596,, 1960,1.36,5e-05,0.55,95.066,328977,11.596,, 1970,1.301,5e-05,0.627,94.942,330492,11.596,, 1980,1.29,5e-05,0.59,93.057,332069,11.596,, 1990,1.544,5e-05,0.534,93.414,333819,11.596,, 2000,1.171,5e-05,0.546,96.588,335589,11.596,4.81,4.155