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hyper_parameters.yaml
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defaults:
batch_size: -1
hidden_dim: -1
n_epochs: 200
patience: 50
n_iterations: 5
threshold: 0.5
histogram_depth: 10
dropout_ratio: 0
a-computer:
gamma: 0.01
lr: 0.01
smoothing_radius: 0.05
threshold: 0.2
weight_decay: 0.0
a-photo:
gamma: 0.05
lr: 0.01
smoothing_radius: 0.1
threshold: 0.4
weight_decay: 0.0005
citeseer:
gamma: 0.005
lr: 0.1
smoothing_radius: 0.5
threshold: 0.6
weight_decay: 0.0005
pubmed:
gamma: 0.01
lr: 0.1
smoothing_radius: 0.6
threshold: 0.2
weight_decay: 0.0001
cora:
gamma: 0.025
lr: 0.1
smoothing_radius: 0.4
threshold: 0.5
weight_decay: 0.0005
ogbn-arxiv:
gamma: 0.0
lr: 0.1
smoothing_radius: 0.6
weight_decay: 0.001
hidden_dim: 512
n_iterations: 1
patience: 100
ogbn-products:
gamma: 0.5
lr: 0.001
smoothing_radius: 0.1
weight_decay: 0.0
hidden_dim: 1024
n_epochs: 1
patience: 1
n_iterations: 1
batch_size: 2000