checkpoint,epoch,n_slug,mae_real,mae_even,signed_err_real,unclear_rate,n_images,mae_real_cluster_lo,mae_real_cluster_hi,mae_real_param_lo,mae_real_param_hi,mae_even_cluster_lo,mae_even_cluster_hi,mae_even_param_lo,mae_even_param_hi ep5,5,14,0.11815135596000384,0.3351266359968306,0.044782957691605556,0.060714285714285714,1400,0.07818568043216594,0.16200047017733632,0.10576362504376242,0.13891174529010097,0.2488455251896722,0.41706188297144714,0.3180340177411308,0.35354592181028094 ep10,10,14,0.12071579110453769,0.3253096055375274,0.0083949792126156,0.03,1400,0.09051560807889106,0.15331051402361726,0.10370721691217727,0.13917633093893894,0.2327636208140052,0.4154589861165379,0.3080879498420816,0.34336088302516443 ep15,15,14,0.12688547084564414,0.34529192245854734,-0.0064947207700049876,0.05071428571428571,1400,0.08526598799405519,0.167457080828554,0.11471897021569095,0.14682215831213036,0.2602244862864205,0.42121362420339903,0.3290506584831765,0.3627763764571932 ep20,20,14,0.1217719617004996,0.3373267846553225,-0.006792941354534264,0.054285714285714284,1400,0.0868432787081323,0.15666255673567098,0.10788530269677095,0.14000686816299168,0.24686690554793278,0.42215294125168434,0.3239989201598736,0.3563043026618729 ep25,25,14,0.13258730162953453,0.3523730159152489,0.012839113180055367,0.04857142857142857,1400,0.09676845954769998,0.1653601604639057,0.11815591102940005,0.1512080664497409,0.2723929197275023,0.4280494402305387,0.3349911448513056,0.3693777016422434 ep30,30,14,0.1521875573829645,0.36680891231669055,-0.06499520687067024,0.04857142857142857,1400,0.10036500637989668,0.2068571776208656,0.14115967222504686,0.17095036527858776,0.2902575229821766,0.43502448892744866,0.3505932037062848,0.38316432546450246