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config.yaml
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Cora:
seed: 1998
learning_rate: 0.0005
num_hidden: 128
num_proj_hidden: 128
activation: 'relu'
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.2
drop_edge_rate_2: 0.4
drop_feature_rate_1: 0.3
drop_feature_rate_2: 0.4
tau: 0.4
num_epochs: 300
weight_decay: 0.00001
eps: 0.5
alpha: 0.1
beta: 0.01
lamb: 0
CiteSeer:
seed: 4
learning_rate: 0.001
num_hidden: 256
num_proj_hidden: 256
activation: 'prelu'
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.2
drop_edge_rate_2: 0.0
drop_feature_rate_1: 0.3
drop_feature_rate_2: 0.2
tau: 0.9
num_epochs: 300
weight_decay: 0.00001
eps: 2
alpha: 0.01
beta: 0.001
lamb: 1
Amazon-Computers:
seed: 3
learning_rate: 0.01
num_hidden: 128
num_proj_hidden: 128
activation: "rrelu"
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.6
drop_edge_rate_2: 0.3
drop_feature_rate_1: 0.2
drop_feature_rate_2: 0.3
tau: 0.2
num_epochs: 2000
weight_decay: 0.00001
eps: 0.5
alpha: 0.001
beta: 0.01
lamb: 0
Amazon-Photo:
seed: 4
learning_rate: 0.1
num_hidden: 256
num_proj_hidden: 64
activation: "relu"
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.3
drop_edge_rate_2: 0.5
drop_feature_rate_1: 0.1
drop_feature_rate_2: 0.1
tau: 0.3
num_epochs: 2000
weight_decay: 0.00001
eps: 2
alpha: 0.1
beta: 0.01
lamb: 1
Coauthor-CS:
seed: 1
learning_rate: 0.0005
num_hidden: 256
num_proj_hidden: 256
activation: "rrelu"
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.3
drop_edge_rate_2: 0.2
drop_feature_rate_1: 0.3
drop_feature_rate_2: 0.4
tau: 0.4
num_epochs: 1000
weight_decay: 0.00001
eps: 1.5
alpha: 0.1
beta: 0.001
lamb: 0
Coauthor-Physics:
seed: 1
learning_rate: 0.01
num_hidden: 128
num_proj_hidden: 64
activation: "rrelu"
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.4
drop_edge_rate_2: 0.1
drop_feature_rate_1: 0.1
drop_feature_rate_2: 0.4
tau: 0.5
num_epochs: 1500
weight_decay: 0.00001
eps: 1
alpha: 0.1
beta: 0.001
lamb: 0.5