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": "state_bridge",
"seed": 789,
"d": 512,
"acc": 0.27734375,
"per_layer": [
{
"layer": 0,
"mean_norm": 1.5835206795600243e-05,
"median_norm": 1.1591783732001204e-05,
"support": {
"1e-08": 1.0,
"1e-07": 1.0,
"1e-06": 0.94140625,
"1e-05": 0.5625,
"0.0001": 0.015625
},
"r_inf_mean": 0.14796340465545654,
"pr_mean": 0.29741567373275757,
"hoyer_mean": 0.5875954031944275,
"topk_energy": {
"1": 0.08749882131814957,
"5": 0.30007436871528625,
"10": 0.4808117151260376,
"25": 0.769545316696167
}
},
{
"layer": 1,
"mean_norm": 3.1870611705286933e-10,
"median_norm": 2.593985859444814e-10,
"support": {
"1e-08": 0.0,
"1e-07": 0.0,
"1e-06": 0.0,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.21037665009498596,
"pr_mean": 0.19406557083129883,
"hoyer_mean": 0.5252307653427124,
"topk_energy": {
"1": 0.16100850701332092,
"5": 0.4088529348373413,
"10": 0.5750024318695068,
"25": 0.8140627145767212
}
},
{
"layer": 2,
"mean_norm": 2.341694615992651e-10,
"median_norm": 2.2074508887470756e-10,
"support": {
"1e-08": 0.0,
"1e-07": 0.0,
"1e-06": 0.0,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.23058822751045227,
"pr_mean": 0.15183746814727783,
"hoyer_mean": 0.48075610399246216,
"topk_energy": {
"1": 0.18362492322921753,
"5": 0.45391547679901123,
"10": 0.6247411370277405,
"25": 0.8528614640235901
}
},
{
"layer": 3,
"mean_norm": 2.3233610868533816e-10,
"median_norm": 2.1961256424507525e-10,
"support": {
"1e-08": 0.0,
"1e-07": 0.0,
"1e-06": 0.0,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.23138445615768433,
"pr_mean": 0.15018396079540253,
"hoyer_mean": 0.47786426544189453,
"topk_energy": {
"1": 0.18493127822875977,
"5": 0.456694096326828,
"10": 0.6278729438781738,
"25": 0.854967474937439
}
}
]
}
|