run_summaries: _runtime: 128375 _step: 29860 _timestamp: 1767300482.575149 _wandb: runtime: 128375 avg_epoch_duration: 106.03179179318748 corruption_error: 'supervision_edges shape mismatch: torch.Size([2, 6420899]) != (2, 7154256)' corruption_restart: 35 embeddings/embedding_norm_max: 105.96749877929688 embeddings/embedding_norm_mean: 3.682695150375366 embeddings/embedding_norm_median: 1.8914484977722168 embeddings/embedding_norm_std: 4.762325763702393 epoch: 0 epoch_duration_seconds: 78.35487675666809 lr-AdamW: 0.0005 score_distributions/head_type: relation_attention score_distributions/neg_saturated_pct: 0.0728711485862732 score_distributions/neg_score_max: 10.886173248291016 score_distributions/neg_score_mean: -0.902527630329132 score_distributions/neg_score_min: -27.040748596191406 score_distributions/neg_score_std: 1.5280355215072632 score_distributions/pos_saturated_pct: 0.032811060547828674 score_distributions/pos_score_max: 14.210558891296388 score_distributions/pos_score_mean: 0.5972601175308228 score_distributions/pos_score_min: -20.35559463500977 score_distributions/pos_score_std: 1.3599390983581543 score_distributions/rank_corr_with_dotprod: 0.513375740998943 score_distributions/separation_cohens_d: 0.9815136790275574 score_distributions/split: validation test_ap: 0.7984310388565063 test_auc: 0.7990119457244873 test_auc_catalyst -> modified: 0.9728212952613832 test_auc_catalyst -> reactant: 0.9435023069381714 test_auc_inhibitor -> modified: 0.8967870473861694 test_auc_inhibitor -> reactant: 0.9266666769981384 test_auc_interactor -> interactor: 0.7878876328468323 test_auc_modifier -> modified: 0.9716925024986268 test_auc_other relation: 0.934612512588501 test_auc_reactant -> product: 0.944169282913208 test_auc_stimulator -> modified: 0.9381734728813172 test_auc_stimulator -> reactant: 0.9904575943946838 test_auc_stimulator -> stimulator: 0.9300100803375244 test_relation_weighted_auc: 0.8441495895385742 time_per_epoch_avg: 106.03179179318748 time_per_epoch_std: 720.338836282837 total_epochs_completed: 1500 total_train_time_minutes: 2652.899226737022 train_loss: 0.03598431497812271 trainer/global_step: 0 val_ap: 0.7972109317779541 val_auc: 0.7983325719833374 val_auc_catalyst -> modified: 0.971442461013794 val_auc_catalyst -> reactant: 0.951013445854187 val_auc_inhibitor -> modified: 0.8948873281478882 val_auc_inhibitor -> reactant: 0.9449715614318848 val_auc_interactor -> interactor: 0.787391185760498 val_auc_modifier -> modified: 0.9688372015953064 val_auc_other relation: 0.9387496709823608 val_auc_reactant -> product: 0.9460233449935912 val_auc_stimulator -> modified: 0.9347025752067566 val_auc_stimulator -> reactant: 0.9915176033973694 val_auc_stimulator -> stimulator: 0.9063706398010254 val_relation_weighted_auc: 0.8432339429855347 wandb_entity: napistu wandb_project: napistu-experiments wandb_run_id: hh8kfhbv run_path: napistu/napistu-experiments/hh8kfhbv