-
Notifications
You must be signed in to change notification settings - Fork 8
/
compression_rate.json
141 lines (140 loc) · 6.8 KB
/
compression_rate.json
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
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
{
"ViT-T-DeiT": {
"0.6": {
"prune_kept_num": "[197,196,180,157,130,107,86,73,63,51,40,3]",
"merge_kept_num": "[197,187,167,139,114,90,76,66,57,45,37,3]"
},
"0.7": {
"prune_kept_num": "[197,196,194,180,150,123,98,82,68,60,52,3]",
"merge_kept_num": "[197,196,192,158,133,103,88,72,64,58,49,3]"
},
"0.8": {
"prune_kept_num": "[197,197,196,186,166,147,117,103,92,80,74,3]",
"merge_kept_num": "[197,196,190,172,154,125,107,96,84,78,70,3]"
},
"0.9": {
"prune_kept_num": "[197,197,196,190,182,166,141,125,113,105,99,3]",
"merge_kept_num": "[197,196,194,188,172,147,129,115,107,103,96,3]"
},
"1.0": {
"prune_kept_num": "[197,197,196,194,188,184,178,164,156,137,129,21]",
"merge_kept_num": "[197,197,196,190,186,154,148,156,145,135,125,21]"
}
},
"ViT-S-DeiT": {
"2.3": {
"prune_kept_num": "[197,192,168,143,121,105,92,74,62,45,33,3]",
"merge_kept_num": "[197,180,156,127,109,98,80,66,52,37,31,3]"
},
"2.5": {
"prune_kept_num": "[197,192,174,156,131,115,111,99,76,50,39,3]",
"merge_kept_num": "[197,186,160,133,119,107,96,82,66,43,37,3]"
},
"2.7": {
"prune_kept_num": "[197,196,182,160,141,127,115,105,88,66,49,3]",
"merge_kept_num": "[197,188,170,147,131,119,109,96,76,54,45,3]"
},
"2.9": {
"prune_kept_num": "[197,196,190,168,150,139,129,117,99,78,58,3]",
"merge_kept_num": "[197,194,176,156,141,133,121,107,88,64,56,3]"
},
"3.1": {
"prune_kept_num": "[197,197,194,180,160,147,137,129,115,92,76,3]",
"merge_kept_num": "[197,196,186,164,150,141,133,121,103,78,68,3]"
}
},
"ViT-B-DeiT": {
"8.7": {
"prune_kept_num": "[197,192,172,156,131,107,90,72,56,33,17,3]",
"merge_kept_num": "[197,178,162,141,115,96,78,60,47,21,13,3]"
},
"10.0": {
"prune_kept_num": "[197,194,182,168,148,129,113,101,82,49,25,3]",
"merge_kept_num": "[197,186,174,156,137,117,105,90,66,31,19,3]"
},
"10.4": {
"prune_kept_num": "[197,196,188,174,156,141,121,103,90,58,25,3]",
"merge_kept_num": "[197,190,184,164,145,131,107,94,74,31,21,3]"
},
"11.5": {
"prune_kept_num": "[197,197,197,188,170,154,139,123,107,72,43,3]",
"merge_kept_num": "[197,197,192,178,158,145,127,111,94,50,35,3]"
},
"12.5": {
"prune_kept_num": "[197,197,196,192,184,170,154,139,129,94,58,3]",
"merge_kept_num": "[197,196,194,190,176,160,145,131,115,68,47,3]"
}
},
"ViT-B-MAE": {
"8.7": {
"prune_kept_num": "[197,192,166,143,119,103,86,72,54,43,37,23]",
"merge_kept_num": "[197,176,150,127,107,92,76,58,47,41,23,23]"
},
"10.0": {
"prune_kept_num": "[197,194,173,154,135,120,108,92,76,64,52,40]",
"merge_kept_num": "[197,181,160,141,122,116,95,80,67,60,40,40]"
},
"10.4": {
"prune_kept_num": "[197,195,179,159,140,122,105,100,89,71,56,45]",
"merge_kept_num": "[197,187,166,145,125,109,102,97,75,64,45,45]"
},
"11.5": {
"prune_kept_num": "[197,196,182,172,162,147,131,109,101,94,70,49]",
"merge_kept_num": "[197,192,178,164,150,133,115,101,96,82,49,49]"
}
},
"ViT-L-MAE": {
"31.0": {
"prune_kept_num": "[197,195,188,179,168,157,146,143,131,121,111,102,93,85,76,70,61,53,47,35,31,26,21,14]",
"merge_kept_num": "[197,191,184,172,161,151,145,135,125,117,106,96,89,80,72,64,54,50,40,27,27,23,14,14]"
},
"34.7": {
"prune_kept_num": "[197,195,192,189,181,170,161,160,149,140,128,118,109,95,91,82,73,68,58,54,43,38,29,18]",
"merge_kept_num": "[197,193,190,185,173,164,159,154,142,137,121,111,103,97,82,76,67,61,58,48,35,32,18,18]"
},
"38.5": {
"prune_kept_num": "[197,197,195,190,187,183,179,171,164,159,151,143,137,114,106,89,88,85,76,57,47,53,32,24]",
"merge_kept_num": "[197,196,193,189,183,180,175,167,161,158,152,134,120,110,97,91,87,83,65,47,54,34,24,24]"
},
"42.3": {
"prune_kept_num": "[197,197,197,195,194,193,191,187,182,180,173,149,142,134,125,121,111,106,91,87,77,39,38,32]",
"merge_kept_num": "[197,197,196,194,193,192,187,183,181,173,154,146,137,127,123,114,105,98,87,75,43,45,32,32]"
},
"46.1": {
"prune_kept_num": "[197,197,197,196,194,192,191,188,185,181,170,157,154,146,143,139,128,125,111,100,92,83,69,60]",
"merge_kept_num": "[197,197,196,195,193,191,189,187,183,176,162,155,148,145,139,133,127,118,104,95,86,71,60,60]"
}
},
"ViT-H-MAE": {
"83.7": {
"prune_kept_num": "[257,255,246,227,200,178,168,159,155,145,140,139,128,119,114,109,107,100,101,102,117,104,103,97,97,102,95,90,82,83,74,56]",
"merge_kept_num": "[257,252,240,212,186,172,160,163,148,142,138,132,118,114,111,108,103,102,105,106,109,105,108,99,96,96,95,86,79,77,56,56]"
},
"93.2": {
"prune_kept_num": "[257,257,257,257,248,250,240,239,229,209,160,159,149,111,109,106,104,106,101,104,85,96,88,93,94,88,88,91,81,78,76,75]",
"merge_kept_num": "[257,257,257,249,242,241,239,229,209,203,159,150,124,107,107,101,100,101,104,89,101,88,89,88,91,86,86,83,78,78,75,75]"
},
"103.4": {
"prune_kept_num": "[257,256,255,251,245,235,204,197,194,189,185,177,169,160,152,144,146,139,139,136,135,133,131,128,126,126,124,121,114,96,82,53]",
"merge_kept_num": "[257,256,253,247,238,211,201,195,193,185,179,171,162,154,150,145,141,138,137,135,134,133,130,127,125,125,122,114,101,90,53,53]"
},
"124.5": {
"prune_kept_num": "[257,256,252,248,238,237,220,214,198,186,189,191,191,185,188,186,186,183,183,182,182,183,183,181,186,182,182,180,178,180,161,136]",
"merge_kept_num": "[257,254,251,244,238,223,221,203,194,192,191,190,188,184,188,185,184,183,185,183,183,185,183,183,185,183,179,167,177,133,136,136]"
}
},
"CAFormer-S36": {
"5.2": {
"prune_kept_num": "None",
"merge_kept_num": "[196, 193, 137, 124, 112, 99, 88, 78, 71, 63, 57, 50, 45, 42, 36, 32, 29, 196, 49, 49, 49]"
},
"5.6": {
"prune_kept_num": "None",
"merge_kept_num": "[196, 162, 151, 146, 140, 129, 119, 108, 97, 85, 75, 67, 60, 54, 52, 49, 45, 196, 49, 49, 49]"
},
"6.0": {
"prune_kept_num": "None",
"merge_kept_num": "[196, 177, 172, 167, 162, 152, 137, 123, 112, 103, 93, 85, 79, 72, 64, 61, 58, 196, 49, 49, 49]"
}
}
}