model: graph_conv-relation_attention_h128_l3_edge_prediction | (graph_conv-relation_attention_h128_l3) | WandB: hh8kfhbv
Browse files- wandb_run_info.yaml +55 -0
wandb_run_info.yaml
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| 1 |
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run_summaries:
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| 2 |
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_runtime: 128363
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_step: 29859
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_timestamp: 1767262307.039927
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_wandb:
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runtime: 128363
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avg_epoch_duration: 106.03179179318748
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corruption_error: 'supervision_edges shape mismatch: torch.Size([2, 6420899]) !=
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(2, 7154256)'
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corruption_restart: 35
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embeddings/embedding_norm_max: 105.96749877929688
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embeddings/embedding_norm_mean: 3.682695150375366
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embeddings/embedding_norm_median: 1.8914484977722168
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embeddings/embedding_norm_std: 4.762325763702393
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epoch: 1499
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epoch_duration_seconds: 78.35487675666809
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lr-AdamW: 0.0005
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score_distributions/head_type: relation_attention
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score_distributions/neg_saturated_pct: 0.0728711485862732
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score_distributions/neg_score_max: 10.886173248291016
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| 21 |
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score_distributions/neg_score_mean: -0.902527630329132
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| 22 |
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score_distributions/neg_score_min: -27.040748596191406
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| 23 |
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score_distributions/neg_score_std: 1.5280355215072632
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| 24 |
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score_distributions/pos_saturated_pct: 0.032811060547828674
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score_distributions/pos_score_max: 14.210558891296388
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| 26 |
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score_distributions/pos_score_mean: 0.5972601175308228
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| 27 |
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score_distributions/pos_score_min: -20.35559463500977
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| 28 |
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score_distributions/pos_score_std: 1.3599390983581543
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| 29 |
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score_distributions/rank_corr_with_dotprod: 0.513375740998943
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| 30 |
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score_distributions/separation_cohens_d: 0.9815136790275574
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score_distributions/split: validation
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time_per_epoch_avg: 106.03179179318748
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time_per_epoch_std: 720.338836282837
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total_epochs_completed: 1500
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total_train_time_minutes: 2652.899226737022
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| 36 |
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train_loss: 0.03598431497812271
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| 37 |
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trainer/global_step: 29999
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| 38 |
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val_ap: 0.7972109317779541
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| 39 |
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val_auc: 0.7983325719833374
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| 40 |
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val_auc_catalyst -> modified: 0.971442461013794
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val_auc_catalyst -> reactant: 0.951013445854187
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| 42 |
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val_auc_inhibitor -> modified: 0.8948873281478882
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| 43 |
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val_auc_inhibitor -> reactant: 0.9449715614318848
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| 44 |
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val_auc_interactor -> interactor: 0.787391185760498
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val_auc_modifier -> modified: 0.9688372015953064
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val_auc_other relation: 0.9387496709823608
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val_auc_reactant -> product: 0.9460233449935912
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val_auc_stimulator -> modified: 0.9347025752067566
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val_auc_stimulator -> reactant: 0.9915176033973694
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val_auc_stimulator -> stimulator: 0.9063706398010254
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| 51 |
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val_relation_weighted_auc: 0.8432339429855347
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wandb_entity: napistu
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wandb_project: napistu-experiments
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wandb_run_id: hh8kfhbv
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| 55 |
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run_path: napistu/napistu-experiments/hh8kfhbv
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