link_prediction_log/GraphSAGE_GPT.txt

Data(edge_index=[2, 676684], node_labels=[478022], edge_score_labels=[676684], edge_special_labels=[676684], edge_attr=[676684, 1536], x=[478022, 1536])
cuda
Epoch: 001, Loss: 0.1693
Validation begins
F1 score: 0.9807
Validation AUC: 0.9883
Epoch: 002, Loss: 0.0656
Validation begins
F1 score: 0.9810
Validation AUC: 0.9900
Epoch: 003, Loss: 0.0556
Validation begins
F1 score: 0.9808
Validation AUC: 0.9906
Epoch: 004, Loss: 0.0473
Validation begins
F1 score: 0.9807
Validation AUC: 0.9906
Epoch: 005, Loss: 0.0397
Validation begins
F1 score: 0.9793
Validation AUC: 0.9898
Epoch: 006, Loss: 0.0337
Validation begins
F1 score: 0.9786
Validation AUC: 0.9901
Epoch: 007, Loss: 0.0291
Validation begins
F1 score: 0.9796
Validation AUC: 0.9908
Epoch: 008, Loss: 0.0247
Validation begins
F1 score: 0.9805
Validation AUC: 0.9893
Epoch: 009, Loss: 0.0262
Validation begins
F1 score: 0.9787
Validation AUC: 0.9908
Epoch: 010, Loss: 0.0218
Validation begins
F1 score: 0.9805
Validation AUC: 0.9900
Epoch: 011, Loss: 0.0176
Validation begins
F1 score: 0.9802
Validation AUC: 0.9896
Epoch: 012, Loss: 0.0143
Validation begins
F1 score: 0.9796
Validation AUC: 0.9897
Epoch: 013, Loss: 0.0121
Validation begins
F1 score: 0.9806
Validation AUC: 0.9896
Epoch: 014, Loss: 0.0094
Validation begins
F1 score: 0.9804
Validation AUC: 0.9883