1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
|
{
"method": "credit_bridge",
"seed": 789,
"d": 512,
"acc": 0.33203125,
"per_layer": [
{
"layer": 0,
"mean_norm": 3.6579035622708034e-07,
"median_norm": 2.800882725750853e-07,
"support": {
"1e-08": 1.0,
"1e-07": 0.94921875,
"1e-06": 0.0390625,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.162837952375412,
"pr_mean": 0.2637868821620941,
"hoyer_mean": 0.5781583786010742,
"topk_energy": {
"1": 0.10633482784032822,
"5": 0.33296874165534973,
"10": 0.5065702795982361,
"25": 0.7779998779296875
}
},
{
"layer": 1,
"mean_norm": 1.0975624853415411e-09,
"median_norm": 1.022391504790221e-09,
"support": {
"1e-08": 0.0,
"1e-07": 0.0,
"1e-06": 0.0,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.3085140287876129,
"pr_mean": 0.0819859579205513,
"hoyer_mean": 0.40646088123321533,
"topk_energy": {
"1": 0.28950101137161255,
"5": 0.579596996307373,
"10": 0.716347873210907,
"25": 0.8844805955886841
}
},
{
"layer": 2,
"mean_norm": 1.032950613932826e-09,
"median_norm": 1.0182515941536963e-09,
"support": {
"1e-08": 0.0,
"1e-07": 0.0,
"1e-06": 0.0,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.31519949436187744,
"pr_mean": 0.07048068940639496,
"hoyer_mean": 0.373646080493927,
"topk_energy": {
"1": 0.30108368396759033,
"5": 0.6069295406341553,
"10": 0.7474571466445923,
"25": 0.907463788986206
}
},
{
"layer": 3,
"mean_norm": 1.0297228625333332e-09,
"median_norm": 1.0200185140973872e-09,
"support": {
"1e-08": 0.0,
"1e-07": 0.0,
"1e-06": 0.0,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.3149162828922272,
"pr_mean": 0.07056455314159393,
"hoyer_mean": 0.3722338080406189,
"topk_energy": {
"1": 0.30096954107284546,
"5": 0.6079879999160767,
"10": 0.7485364675521851,
"25": 0.9079222679138184
}
}
]
}
|