link_prediction_log/GraphTransformer_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: 0.1325
Validation begins
F1 score: 0.9808
Validation AUC: 0.9921
Epoch: 002, Loss: 0.0609
Validation begins
F1 score: 0.9810
Validation AUC: 0.9944
Epoch: 003, Loss: 0.0496
Validation begins
F1 score: 0.9808
Validation AUC: 0.9944
Epoch: 004, Loss: 0.0392
Validation begins
F1 score: 0.9792
Validation AUC: 0.9942
Epoch: 005, Loss: 0.0326
Validation begins
F1 score: 0.9804
Validation AUC: 0.9934
Epoch: 006, Loss: 0.0236
Validation begins
F1 score: 0.9805
Validation AUC: 0.9935
Epoch: 007, Loss: 0.0204
Validation begins
F1 score: 0.9800
Validation AUC: 0.9900
Epoch: 008, Loss: 0.0185
Validation begins
F1 score: 0.9801
Validation AUC: 0.9915
Epoch: 009, Loss: 0.0154
Validation begins
F1 score: 0.9804
Validation AUC: 0.9917
Epoch: 010, Loss: 0.0128
Validation begins
F1 score: 0.9797
Validation AUC: 0.9911
Epoch: 011, Loss: 0.0106
Validation begins
F1 score: 0.9794
Validation AUC: 0.9903
Epoch: 012, Loss: 0.0095
Validation begins
F1 score: 0.9799
Validation AUC: 0.9878
Epoch: 013, Loss: 0.0087
Validation begins
F1 score: 0.9799
Validation AUC: 0.9894
Epoch: 014, Loss: 0.0077
Validation begins
F1 score: 0.9801
Validation AUC: 0.9898