fisher-validation-results / method3_empirical /8B_coefficient_comparison.csv
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layer_idx,uniform,empirical_equalization,directional_fisher,gradient_impact
0,1.0,1.064035341971856,0.6199071851234607,0.22039314672561533
1,1.0,0.7767063549809152,0.7158064246192594,0.30192375614526235
2,1.0,0.6122663407942726,0.7780080156639915,0.3830132184923258
3,1.0,0.6106304007876617,0.6863368423183475,0.3840393492954164
4,1.0,0.7295435230998326,0.6436337327435039,0.32144223499229296
5,1.0,0.9358736685081464,0.6158686855020783,0.25057452348229947
6,1.0,0.13461348327241876,0.4933367091011224,1.7420699683113436
7,1.0,0.8465242537480678,0.6991399878226107,0.2770223043005041
8,1.0,1.1673718716326298,0.7512382249570002,0.20088379882162946
9,1.0,1.090908012153915,0.801174142365776,0.2149641347969407
10,1.0,0.9504699764341216,0.8518231610154288,0.2467264660582902
11,1.0,1.1300600435663242,1.0122999366070207,0.20751649252558776
12,1.0,1.0096150818283005,0.9443354731088501,0.23227277604052993
13,1.0,1.443047733015919,0.9825826436816784,0.16250750968868516
14,1.0,1.226792990076987,0.9372083826546012,0.19115376230031336
15,1.0,1.0876708865569404,1.0122999366070207,0.21560391098673717
16,1.0,1.1894140414318408,1.0728236342948274,0.19716102872667732
17,1.0,1.0951299633815472,1.0754758293612379,0.21413540381032797
18,1.0,1.2643876514532961,1.0235855565695338,0.1854700929508268
19,1.0,1.02853868166419,1.0781477922393559,0.22799929820818798
20,1.0,1.0598937201916243,1.1456870681812863,0.22125435109046787
21,1.0,1.099888762108185,1.0282066828886407,0.21320892163351635
22,1.0,0.8389097448963793,1.0078890703066505,0.279536745069835
23,1.0,1.2987671802226646,1.0624077428123677,0.1805605334567514
24,1.0,1.1295555856077188,1.1723341806527692,0.20760916910793115
25,1.0,1.2685319391269227,1.1554653924035965,0.1848641630268121
26,1.0,1.3243898633655653,1.3059152179125542,0.1770672678247226
27,1.0,0.5907061696130936,1.2964862348661126,0.39699280969307343
28,1.0,1.3486471534983246,1.2737792499721217,0.17388246717462613
29,1.0,1.6002308590133434,1.4811520592692156,0.14654516288173453
30,1.0,1.1536271572277814,1.484641177153045,0.20327719825186344
31,1.0,1.4214993027294551,1.6879771433583228,0.1649709523033343
32,1.0,0.7757437825114595,1.3406130068356528,0.3022983946685966
33,1.0,1.0317523734573149,1.3059152179125542,0.22728912828323633
34,1.0,0.4829415765108572,0.455118696649646,0.4855786174999351
35,1.0,0.18131452956012026,1.0013795624687616,1.2933663211689506