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LiNO

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lino_burgers
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fluid-dynamics
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LiNO
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{
  "status": "passed",
  "completed_epochs": 500,
  "n_train": 1600,
  "n_validation": 448,
  "resolution": 256,
  "seed": 42,
  "history_continuous": true,
  "scheduler_verified": true,
  "split_disjoint_and_complete": true,
  "best_checkpoint_selection_verified": true,
  "checkpoint_reload_metric_difference": 9.313225746154785e-10,
  "independent_float64_relative_l2": 0.008166383878061999,
  "physical_outputs_finite": true,
  "figures_nonempty": true,
  "portability": "passed: physically relocated code and checkpoint, changed data/results directories; CPU load only",
  "accelerator_execution": "Slurm job 1059315, a01r3n12",
  "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"
  }
}