runset,variant,seed,params,final_step,tokens_seen,val_loss,val_ppl,lambda_start,lambda_end,lambda_per_layer_min,lambda_per_layer_max,G_start,G_end,elapsed_s,nan_failures
runs,baseline,0,63376512,11999,98304000,4.360858964920044,78.32438343443285,,,,,,,5309.61736869812,0
runs,baseline,1,63376512,11999,98304000,4.393609774112702,80.93203870134798,,,,,,,5335.801450252533,0
runs,baseline,2,63376512,11999,98304000,4.410813975334167,82.33645607970243,,,,,,,4016.196511745453,0
runs,baseline,3,63376512,11999,98304000,4.374352741241455,79.38843805716219,,,,,,,4001.651510953903,0
runs,baseline,4,63376512,11999,98304000,4.353432512283325,77.74486565469935,,,,,,,3997.937122106552,0
runs,full,0,63975624,11999,98304000,4.354956531524659,77.86344065821494,0.12692801654338837,0.3069125845407446,0.08336106687784195,0.6821404099464417,0.5030857535700003,0.3505655957075457,6544.294906139374,0
runs,full,1,63975624,11999,98304000,4.382353591918945,80.02616085611275,0.12692801654338837,0.3074745563790202,0.09392528235912323,0.6946620941162109,0.4995858383675416,0.3332850156972806,6583.949243545532,0
runs,full,2,63975624,11999,98304000,4.397656035423279,81.26017429181104,0.12692801654338837,0.30312894998739165,0.11483360826969147,0.6690832376480103,0.48413818205396336,0.33056403052372235,5372.456871032715,0
runs,full,3,63975624,11999,98304000,4.352875447273254,77.70156877103959,0.12692801654338837,0.29537375799069804,0.09290912002325058,0.6339113712310791,0.4967380625506242,0.3447236562302957,5374.616672039032,0
runs,full,4,63975624,11999,98304000,4.335920524597168,76.39525023929815,0.12692801654338837,0.3175949805105726,0.09670225530862808,0.6432420015335083,0.49705679963032406,0.3396819991370042,5370.658619880676,0
runs,g_only,0,63385776,11999,98304000,4.359493756294251,78.21752726763506,,,,,0.4967447916666667,0.3484141031901042,5647.636380910873,0
runs,g_only,1,63385776,11999,98304000,4.389214038848877,80.57706364462581,,,,,0.5144856770833334,0.3359120686848958,5649.687728404999,0
runs,g_only,2,63385776,11999,98304000,4.398592329025268,81.33629330240751,,,,,0.5052897135416666,0.3676300048828125,4351.29425239563,0
runs,g_only,3,63385776,11999,98304000,4.356495881080628,77.98339201086276,,,,,0.4998372395833333,0.362548828125,4340.425580263138,0
runs,g_only,4,63385776,11999,98304000,4.34392523765564,77.00922636947199,,,,,0.5079752604166666,0.3562774658203125,4339.748939752579,0
runs,s_only,0,63966360,11999,98304000,4.366122233867645,78.7377125064686,0.12692801654338837,0.31397200624148053,0.06856122612953186,0.7095168232917786,,,6095.362888336182,0
runs,s_only,1,63966360,11999,98304000,4.392780220508575,80.86492907631813,0.12692801654338837,0.3187686977908015,0.058697257190942764,0.6693422198295593,,,6085.201226711273,0
runs,s_only,2,63966360,11999,98304000,4.407615661621094,82.07353893301419,0.12692801654338837,0.32208347382644814,0.07567994296550751,0.7152900695800781,,,4696.141266584396,0
runs,s_only,3,63966360,11999,98304000,4.3564903974533085,77.98296438017636,0.12692801654338837,0.3182733968521158,0.0908360481262207,0.6816989183425903,,,4680.379953622818,0
runs,s_only,4,63966360,11999,98304000,4.352607107162475,77.68072112072338,0.12692801654338837,0.3260646794612209,0.07901874929666519,0.6664481163024902,,,4688.767492055893,0
runs_4ksteps,baseline,0,63376512,3999,32768000,5.000214111804962,148.44493951411144,,,,,,,1804.3665130138397,0
runs_4ksteps,full,0,63975624,3999,32768000,4.9527598261833194,141.5651204177534,0.12692801654338837,0.16720068734139204,,,0.5060585426787535,0.4214151619623105,2212.9264504909515,0
runs_4ksteps,g_only,0,63385776,3999,32768000,4.976549911499023,144.973346966276,,,,,0.4969075520833333,0.4358113606770833,1914.1351833343506,0
runs_4ksteps,s_only,0,63966360,3999,32768000,4.996470749378204,147.89029507035235,0.12692801654338837,0.16468850150704384,,,,,2049.8153450489044,0