summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/cifar_ep_s42.json
blob: e7a15a1017e07a94e1d9b676c78861e6a903c52e (plain)
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
{
  "method": "ep",
  "seed": 42,
  "d": 256,
  "per_layer": [
    {
      "layer": 0,
      "mean_norm": 0.0001512095332145691,
      "median_norm": 0.00011338386684656143,
      "support": {
        "1e-08": 1.0,
        "1e-07": 1.0,
        "1e-06": 1.0,
        "1e-05": 1.0,
        "0.0001": 0.58984375
      },
      "r_inf_mean": 0.32484251260757446,
      "pr_mean": 0.18121182918548584,
      "hoyer_mean": 0.5369894504547119,
      "topk_energy": {
        "1": 0.18754106760025024,
        "5": 0.4041516184806824,
        "10": 0.5543932914733887,
        "25": 0.793650209903717
      }
    },
    {
      "layer": 1,
      "mean_norm": 0.00015127702499739826,
      "median_norm": 0.00011280256876489148,
      "support": {
        "1e-08": 1.0,
        "1e-07": 1.0,
        "1e-06": 1.0,
        "1e-05": 1.0,
        "0.0001": 0.58984375
      },
      "r_inf_mean": 0.3246065080165863,
      "pr_mean": 0.1813136637210846,
      "hoyer_mean": 0.5365023016929626,
      "topk_energy": {
        "1": 0.18746019899845123,
        "5": 0.40398016571998596,
        "10": 0.5541672110557556,
        "25": 0.7939640283584595
      }
    },
    {
      "layer": 2,
      "mean_norm": 0.00014867246500216424,
      "median_norm": 0.00011029186134692281,
      "support": {
        "1e-08": 1.0,
        "1e-07": 1.0,
        "1e-06": 1.0,
        "1e-05": 1.0,
        "0.0001": 0.55859375
      },
      "r_inf_mean": 0.329489529132843,
      "pr_mean": 0.1764482706785202,
      "hoyer_mean": 0.5301411151885986,
      "topk_energy": {
        "1": 0.1931612193584442,
        "5": 0.4118368625640869,
        "10": 0.5616813898086548,
        "25": 0.7989727258682251
      }
    },
    {
      "layer": 3,
      "mean_norm": 0.0001509760768385604,
      "median_norm": 0.00010986281995428726,
      "support": {
        "1e-08": 1.0,
        "1e-07": 1.0,
        "1e-06": 1.0,
        "1e-05": 1.0,
        "0.0001": 0.57421875
      },
      "r_inf_mean": 0.33422771096229553,
      "pr_mean": 0.1741165667772293,
      "hoyer_mean": 0.5330758094787598,
      "topk_energy": {
        "1": 0.1962406039237976,
        "5": 0.4156147837638855,
        "10": 0.5644109845161438,
        "25": 0.7961149215698242
      }
    }
  ]
}