e2db3b3f1d3d23cd5bc1e295835e0f4b33e95447,examples/cora_gcn.py,,,#,57

Before Change


    print("Run:", run, "Test Accuracy:", acc[-1])

acc = torch.FloatTensor(acc)
print("Mean:", acc.mean(), "Stddev:", acc.std())

After Change


        return F.log_softmax(x, dim=1)


model = Net()
if torch.cuda.is_available():
    train_mask, val_mask = train_mask.cuda(), val_mask.cuda()
    test_mask, model = test_mask.cuda(), model.cuda()

optimizer = torch.optim.Adam(model.parameters(), lr=0.01, weight_decay=0.005)


def train():
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 7

Instances


Project Name: rusty1s/pytorch_geometric
Commit Name: e2db3b3f1d3d23cd5bc1e295835e0f4b33e95447
Time: 2018-03-07
Author: matthias.fey@tu-dortmund.de
File Name: examples/cora_gcn.py
Class Name:
Method Name:


Project Name: dmlc/dgl
Commit Name: 7156c7163b046686064d7c9de445041870e672bc
Time: 2018-12-01
Author: minjie.wang@nyu.edu
File Name: tutorials/1_first.py
Class Name:
Method Name:


Project Name: rusty1s/pytorch_geometric
Commit Name: 04ad358395c7bd074ffb9af235ccb76d2c0dc4cc
Time: 2020-07-01
Author: matthias.fey@tu-dortmund.de
File Name: examples/pna.py
Class Name:
Method Name: