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config.yaml
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Cora:
seed: 123
learning_rate: 0.01
num_hidden: 64
activation: 'relu'
base_model: 'GCNConv'
num_layers: 1
n_head: 4
num_epochs: 500
weight_decay: 0.0005
CiteSeer:
seed: 123
learning_rate: 0.005
num_hidden: 64
activation: 'relu'
base_model: 'GCNConv'
num_layers: 1
n_head: 1
num_epochs: 500
weight_decay: 0.001
PubMed:
seed: 123
learning_rate: 0.005
num_hidden: 64
activation: 'relu'
base_model: 'GCNConv'
num_layers: 1
n_head: 1
num_epochs: 500
weight_decay: 0.001
ogbn-arxiv:
seed: 123
learning_rate: 0.005
num_hidden: 256
activation: 'relu'
base_model: 'GCNConv'
num_layers: 1
n_head: 4
num_epochs: 3000
weight_decay: 0.
ogbn-products:
seed: 123
num_hidden: 256
activation: 'relu'
base_model: 'GCNConv'
n_head: 4
num_epochs: 1000
film:
seed: 123
learning_rate: 0.05
num_hidden: 64
activation: 'relu'
base_model: 'GCNConv'
num_layers: 1
n_head: 2
num_epochs: 600
weight_decay: 0.005
deezer:
seed: 123
learning_rate: 0.01
num_hidden: 96
activation: 'relu'
base_model: 'GCNConv'
num_layers: 1
n_head: 1
num_epochs: 200
weight_decay: 0.0005