def config():
overwrite = None
db_collection = None
if db_collection is not None:
ex.observers.append(
seml.create_mongodb_observer(db_collection, overwrite=overwrite))
# default params
dataset = 'data/cora_ml.npz'
n_per_class = 20
seed = 42
patience = 50
max_epochs = 3000
lr = 1e-3
weight_decay = 1e-3
model = 'GCN'
n_hidden = 64
p_dropout = 0.5
pf_plus_adj = 0.0
pf_minus_adj = 0.0
pf_plus_att = 0.01
pf_minus_att = 0.6
n_samples_train = 1
batch_size_train = 1
n_samples_pre_eval = 10
n_samples_eval = 1000
batch_size_eval = 10
mean_softmax = False
conf_alpha = 0.01
early_stopping = True
save_dir = 'temp_dir'
def config():
overwrite = None
db_collection = None
if db_collection is not None:
ex.observers.append(
seml.create_mongodb_observer(db_collection, overwrite=overwrite))