-
Notifications
You must be signed in to change notification settings - Fork 0
/
hp_run.sh
147 lines (119 loc) · 15.3 KB
/
hp_run.sh
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
142
143
144
145
146
147
#!/bin/bash
echo "Tabula Muris ---------------------------------------------------"
echo "ProtoNet -------------------------------------------------------"
echo "ProtoNet 5-way 1-shot Tabula Muris"
python run.py exp.name=tm_protonet_backbones_1s5w n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_backbones_1s5w n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_backbones_1s5w n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_backbones_1s5w n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_backbones_1s5w n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_backbones_1s5w n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "ProtoNet 10-way 1-shot Tabula Muris"
python run.py exp.name=tm_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "ProtoNet 5-way 5-shot Tabula Muris"
python run.py exp.name=tm_protonet_backbones_5s5w n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_backbones_5s5w n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_backbones_5s5w n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_backbones_5s5w n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_backbones_5s5w n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_backbones_5s5w n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "ProtoNet 10-way 5-shot Tabula Muris"
python run.py exp.name=tm_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "ProtoNetSOT ------------------------------------------------------"
echo "ProtoNetSOT 5-way 1-shot Tabula Muris"
python run.py exp.name=tm_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "ProtoNetSOT 10-way 1-shot Tabula Muris"
python run.py exp.name=tm_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "ProtoNetSOT 5-way 5-shot Tabula Muris"
python run.py exp.name=tm_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "ProtoNetSOT 10-way 5-shot Tabula Muris"
python run.py exp.name=tm_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[16,16] model=FCNet2x16
python run.py exp.name=tm_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[32,32] model=FCNet2x32
python run.py exp.name=tm_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=tm_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=tm_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=tm_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=tabula_muris backbone.layer_dim=[64,64,64] model=FCNet3x64
echo "SwissProt ------------------------------------------------------"
echo "ProtoNet -------------------------------------------------------"
echo "ProtoNet 5-way 1-shot SwissProt"
python run.py exp.name=sp_protonet_backbones_1s5w n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_backbones_1s5w n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_backbones_1s5w n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_backbones_1s5w n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_backbones_1s5w n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_backbones_1s5w n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128
echo "ProtoNet 10-way 1-shot SwissProt"
python run.py exp.name=sp_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_backbones_1s10w n_way=10 n_shot=1 method=protonet dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128
echo "ProtoNet 5-way 5-shot SwissProt"
python run.py exp.name=sp_protonet_backbones_5s5w n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_backbones_5s5w n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_backbones_5s5w n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_backbones_5s5w n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_backbones_5s5w n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_backbones_5s5w n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128
echo "ProtoNet 10-way 5-shot SwissProt"
python run.py exp.name=sp_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_backbones_5s10w n_way=10 n_shot=5 method=protonet dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128
echo "ProtoNetSOT ------------------------------------------------------"
echo "ProtoNetSOT 5-way 1-shot SwissProt"
python run.py exp.name=sp_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_sot_backbones_1s5w n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128
echo "ProtoNetSOT 10-way 1-shot SwissProt"
python run.py exp.name=sp_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_sot_backbones_1s10w n_way=10 n_shot=1 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128
echo "ProtoNetSOT 5-way 5-shot SwissProt"
python run.py exp.name=sp_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_sot_backbones_5s5w n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128
echo "ProtoNetSOT 10-way 5-shot SwissProt"
python run.py exp.name=sp_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64] model=FCNet2x64
python run.py exp.name=sp_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128] model=FCNet2x128
python run.py exp.name=sp_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[256,256] model=FCNet2x256
python run.py exp.name=sp_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[512,512] model=FCNet2x512
python run.py exp.name=sp_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[64,64,64] model=FCNet3x64
python run.py exp.name=sp_protonet_sot_backbones_5s10w n_way=10 n_shot=5 method=protonet_sot dataset=swissprot backbone.layer_dim=[128,128,128] model=FCNet3x128