method3_empirical/8B_gradient_stats.csv

layer_idx,rms_gradient,total_grad_sq,num_params
0,0.22039314672561533,0.5343045303598046,11
1,0.30192375614526235,1.0027374997735023,11
2,0.3830132184923258,1.6136903809383512,11
3,0.3840393492954164,1.6223484398797154,11
4,0.32144223499229296,1.1365762148052454,11
5,0.25057452348229947,0.6906635100021958,11
6,1.7420699683113436,33.38288551941514,11
7,0.2770223043005041,0.8441549278795719,11
8,0.20088379882162946,0.4438973069190979,11
9,0.2149641347969407,0.5083053717389703,11
10,0.2467264660582902,0.6696134395897388,11
11,0.20751649252558776,0.4736940413713455,11
12,0.23227277604052993,0.5934570673853159,11
13,0.16250750968868516,0.2904955977573991,11
14,0.19115376230031336,0.4019373692572117,11
15,0.21560391098673717,0.5113355107605457,11
16,0.19716102872667732,0.42759718373417854,11
17,0.21413540381032797,0.5043936828151345,11
18,0.1854700929508268,0.37839070917107165,11
19,0.22799929820818798,0.5718204798176885,11
20,0.22125435109046787,0.5384883666411042,11
21,0.21320892163351635,0.500038486905396,11
22,0.279536745069835,0.8595487102866173,11
23,0.1805605334567514,0.3586231686640531,11
24,0.20760916910793115,0.4741172380745411,11
25,0.1848641630268121,0.37592234648764133,11
26,0.1770672678247226,0.34488099068403244,11
27,0.39699280969307343,1.733636200428009,11
28,0.17388246717462613,0.33258623629808426,11
29,0.14654516288173453,0.23623033240437508,11
30,0.20327719825186344,0.4545378126204014,11
31,0.1649709523033343,0.29936956614255905,11
32,0.3022983946685966,1.0052275136113167,11
33,0.22728912828323633,0.568263826193288,11
34,0.4855786174999351,2.593652531504631,11
35,1.2933663211689506,18.40076084807515,11