{ "figures": [ "training_curves.png", "training_curves.pdf", "validation_examples.png", "validation_examples.pdf", "error_distribution.png" ], "selected_validation_indices": [ 0, 111, 136 ], "sample_count": 448, "completed_epochs": 500, "metrics": { "n_validation": 448, "checkpoint_epoch": 495, "best_epoch": 495, "validation_relative_l2": 0.00816638395190239, "validation_relative_l2_std": 0.0073033287189900875, "validation_mse_physical": 5.692711056326516e-05, "validation_rmse_physical": 0.00754500599578023, "checkpoint_recorded_relative_l2": 0.008166384883224964, "reload_metric_absolute_difference": 9.313225746154785e-10, "paper_table1_relative_l2": 0.0109, "ratio_to_paper": 0.7492095368717788, "inference_seconds": 7.967788686975837, "checkpoint_sha256": "82ca744dfb18510e680edf20b02213a585c6d859d269a2775c7192be8f67f821", "device": "BW" } }