outputs/soft_margin_monotonicity.csv

seed,norm,schedule,recorded_soft_margin_points,minimum_soft_margin_increment,increments_below_minus_1e8,final_soft_margin,final_hard_margin,hard_minus_soft_margin,final_loss
17,l2,constant,676,1.9527604933511356e-05,0,0.5530103701188741,0.5609367936460242,0.007926423527150117,6.502708685581543e-31
17,l2,power_0.6,692,2.9928411275692568e-05,0,0.5208216018775689,0.546377745595053,0.02555614371748416,1.0452535457267388e-09
17,l2,power_0.9,698,1.8213495560637227e-05,0,0.5093116565500598,0.541152362635389,0.031840706085329185,7.087264382302338e-08
17,linf,constant,692,6.399820384750399e-07,0,1.4186930343762965,1.4187747983308616,8.176395456516161e-05,2.233911603094898e-78
17,linf,power_0.6,699,9.244435969391063e-06,0,1.4126881957895727,1.4187747983308614,0.006086602541288677,3.388098867148774e-25
17,linf,power_0.9,700,6.517456645704911e-06,0,1.4088332420497685,1.4187747983308614,0.009941556281092945,1.374791327553247e-20
29,l2,constant,676,1.881608555709402e-05,0,0.5846201434085918,0.592493000766192,0.007872857357600238,1.170819805313982e-32
29,l2,power_0.6,693,3.094662036906559e-05,0,0.5523082646415522,0.5783369765710242,0.02602871192947198,2.887819632471016e-10
29,l2,power_0.9,698,1.9056981431009312e-05,0,0.5403330460115323,0.57356634160222,0.03323329559068766,2.5252333671203744e-08
29,linf,constant,692,2.624028550002322e-09,0,1.4846433627835,1.484643519829866,1.5704636591173937e-07,5.486961348094395e-82
29,linf,power_0.6,699,3.026519901139224e-06,0,1.483629635730473,1.4846435198298658,0.0010138840993927367,2.0004864767738402e-26
29,linf,power_0.9,700,3.3575535118846034e-06,0,1.482000033270064,1.4846435198298662,0.0026434865598021773,1.2785852514750885e-21
43,l2,constant,676,2.0895506141482834e-05,0,0.5759290404179275,0.5832876892639163,0.007358648845988802,3.431305685815321e-32
43,l2,power_0.6,693,3.2142413131874825e-05,0,0.5413092467661741,0.565727132525457,0.024417885759282942,4.519744332056191e-10
43,l2,power_0.9,698,1.9538127136620176e-05,0,0.5289549724118712,0.5590125130747531,0.03005754066288191,3.6895948393125684e-08
43,linf,constant,692,-4.440892098500626e-16,0,1.347794529013102,1.347794529013102,0.0,1.6968140252244084e-74
43,linf,power_0.6,699,7.328069262513282e-10,0,1.3477944447883337,1.347794529013102,8.422476827085745e-08,4.508382735669647e-24
43,linf,power_0.9,700,4.414251630890931e-09,0,1.3477932657482357,1.3477945290131017,1.263264866047109e-06,9.971942452833521e-20