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": "dfa",
"seed": 789,
"d": 512,
"acc": 0.3046875,
"per_layer": [
{
"layer": 0,
"mean_norm": 1.76150422248611e-07,
"median_norm": 1.33407482394432e-07,
"support": {
"1e-08": 1.0,
"1e-07": 0.7421875,
"1e-06": 0.0,
"1e-05": 0.0,
"0.0001": 0.0
},
"r_inf_mean": 0.1643778532743454,
"pr_mean": 0.2800077199935913,
"hoyer_mean": 0.5982786417007446,
"topk_energy": {
"1": 0.10417261719703674,
"5": 0.3231063187122345,
"10": 0.49047544598579407,
"25": 0.7593652009963989
}
},
{
"layer": 1,
"mean_norm": 4.10317696486473e-10,
"median_norm": 3.979073182058812e-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": 0.4211164116859436,
"pr_mean": 0.02879798412322998,
"hoyer_mean": 0.19924001395702362,
"topk_energy": {
"1": 0.5116150379180908,
"5": 0.8185253143310547,
"10": 0.9063133597373962,
"25": 0.9740657210350037
}
},
{
"layer": 2,
"mean_norm": 4.100895456549125e-10,
"median_norm": 3.9799835649390047e-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": 0.42120179533958435,
"pr_mean": 0.028711803257465363,
"hoyer_mean": 0.19713208079338074,
"topk_energy": {
"1": 0.5125912427902222,
"5": 0.8197628259658813,
"10": 0.9074504375457764,
"25": 0.9749399423599243
}
},
{
"layer": 3,
"mean_norm": 4.1061476441228706e-10,
"median_norm": 3.9892181225020806e-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": 0.421174019575119,
"pr_mean": 0.028775986284017563,
"hoyer_mean": 0.19750790297985077,
"topk_energy": {
"1": 0.5119647979736328,
"5": 0.8187762498855591,
"10": 0.9065653681755066,
"25": 0.9747185707092285
}
}
]
}
|
