-
Notifications
You must be signed in to change notification settings - Fork 78
/
Copy pathtrain.conf.yaml
140 lines (114 loc) · 2.13 KB
/
train.conf.yaml
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
global:
num_layers: 2
hidden_dim: 128
learning_rate: 0.01
cora:
SAGE:
fan_out: 5,5
learning_rate: 0.01
dropout_ratio: 0
weight_decay: 0.0005
GCN:
hidden_dim: 64
dropout_ratio: 0.8
weight_decay: 0.001
MLP:
learning_rate: 0.01
weight_decay: 0.005
dropout_ratio: 0.6
GAT:
dropout_ratio: 0.6
weight_decay: 0.01
num_heads: 8
attn_dropout_ratio: 0.3
APPNP:
dropout_ratio: 0.5
weight_decay: 0.01
citeseer:
SAGE:
fan_out: 5,5
learning_rate: 0.01
dropout_ratio: 0
weight_decay: 0.0005
GCN:
hidden_dim: 64
dropout_ratio: 0.8
weight_decay: 0.001
MLP:
learning_rate: 0.01
weight_decay: 0.001
dropout_ratio: 0.1
GAT:
dropout_ratio: 0.6
weight_decay: 0.01
num_heads: 8
attn_dropout_ratio: 0.3
APPNP:
dropout_ratio: 0.5
weight_decay: 0.01
pubmed:
SAGE:
fan_out: 5,5
learning_rate: 0.01
dropout_ratio: 0
weight_decay: 0.0005
GCN:
hidden_dim: 64
dropout_ratio: 0.8
weight_decay: 0.001
MLP:
learning_rate: 0.005
weight_decay: 0
dropout_ratio: 0.4
GAT:
dropout_ratio: 0.6
weight_decay: 0.01
num_heads: 8
attn_dropout_ratio: 0.3
APPNP:
dropout_ratio: 0.5
weight_decay: 0.01
computers:
SAGE:
fan_out: 5,5
learning_rate: 0.01
dropout_ratio: 0
weight_decay: 0.0005
GCN:
hidden_dim: 64
dropout_ratio: 0.8
weight_decay: 0.001
MLP:
learning_rate: 0.001
weight_decay: 0.002
dropout_ratio: 0.3
GAT:
dropout_ratio: 0.6
weight_decay: 0.01
num_heads: 8
attn_dropout_ratio: 0.3
APPNP:
dropout_ratio: 0.5
weight_decay: 0.01
photo:
SAGE:
fan_out: 5,5
learning_rate: 0.01
dropout_ratio: 0
weight_decay: 0.0005
GCN:
hidden_dim: 64
dropout_ratio: 0.8
weight_decay: 0.001
MLP:
learning_rate: 0.005
weight_decay: 0.002
dropout_ratio: 0.3
GAT:
dropout_ratio: 0.6
weight_decay: 0.01
num_heads: 8
attn_dropout_ratio: 0.3
APPNP:
dropout_ratio: 0.5
weight_decay: 0.01